warning: commands will be executed using /bin/sh
job 1536 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	2
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 2686385 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 47209 members 
Mstep: Class 3 contains 47128 members 
Mstep: Class 4 contains 46959 members 
Mstep: Class 5 contains 46961 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 47161 members 
Mstep: Class 8 contains 47211 members 
Mstep: Class 9 contains 46861 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 47568 members 
Mstep: Class 12 contains 46768 members 
Mstep: Class 13 contains 47229 members 
Mstep: Class 14 contains 47320 members 
Mstep: Class 15 contains 47208 members 
Mstep: Class 16 contains 47375 members 
Mstep: Class 17 contains 46939 members 
Mstep: Class 18 contains 46819 members 
Mstep: Class 19 contains 47230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 969.112244 but Gain 2227.078125
Score: -71329216.000000 Penalty: 40087.402344
Iteration 0F: 19 clusters Score -7.132922e+07 nChanged 843377
Entering Unmasked Mstep 
Mstep: Class 0 contains 984 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 3 contains 41621 members 
Mstep: Class 4 contains 62789 members 
Mstep: Class 5 contains 36654 members 
Mstep: Class 6 contains 23327 members 
Mstep: Class 7 contains 56220 members 
Mstep: Class 8 contains 55909 members 
Mstep: Class 9 contains 35638 members 
Mstep: Class 10 contains 67702 members 
Mstep: Class 11 contains 44600 members 
Mstep: Class 12 contains 111358 members 
Mstep: Class 13 contains 44927 members 
Mstep: Class 14 contains 28896 members 
Mstep: Class 15 contains 73832 members 
Mstep: Class 16 contains 50686 members 
Mstep: Class 17 contains 49500 members 
Mstep: Class 18 contains 26840 members 
Mstep: Class 19 contains 56822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74022088.000000 Penalty: 40087.402344
Iteration 1F: 19 clusters Score -7.402209e+07 nChanged 383902
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 3 contains 31754 members 
Mstep: Class 4 contains 108398 members 
Mstep: Class 5 contains 32539 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 39285 members 
Mstep: Class 8 contains 30587 members 
Mstep: Class 9 contains 24611 members 
Mstep: Class 10 contains 166369 members 
Mstep: Class 11 contains 48907 members 
Mstep: Class 12 contains 95909 members 
Mstep: Class 13 contains 33582 members 
Mstep: Class 14 contains 16656 members 
Mstep: Class 15 contains 49836 members 
Mstep: Class 16 contains 33619 members 
Mstep: Class 17 contains 68401 members 
Mstep: Class 18 contains 23975 members 
Mstep: Class 19 contains 44289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74898384.000000 Penalty: 40087.402344
Iteration 2F: 19 clusters Score -7.489838e+07 nChanged 258071
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 3 contains 33437 members 
Mstep: Class 4 contains 117089 members 
Mstep: Class 5 contains 28929 members 
Mstep: Class 6 contains 23680 members 
Mstep: Class 7 contains 24735 members 
Mstep: Class 8 contains 13173 members 
Mstep: Class 9 contains 23891 members 
Mstep: Class 10 contains 231766 members 
Mstep: Class 11 contains 57697 members 
Mstep: Class 12 contains 72868 members 
Mstep: Class 13 contains 29821 members 
Mstep: Class 14 contains 11509 members 
Mstep: Class 15 contains 47052 members 
Mstep: Class 16 contains 20763 members 
Mstep: Class 17 contains 63747 members 
Mstep: Class 18 contains 26738 members 
Mstep: Class 19 contains 48865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75310056.000000 Penalty: 40087.402344
Iteration 3F: 19 clusters Score -7.531006e+07 nChanged 183406
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 3 contains 36782 members 
Mstep: Class 4 contains 103769 members 
Mstep: Class 5 contains 24125 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 22929 members 
Mstep: Class 8 contains 6311 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 273615 members 
Mstep: Class 11 contains 67563 members 
Mstep: Class 12 contains 59604 members 
Mstep: Class 13 contains 30797 members 
Mstep: Class 14 contains 8123 members 
Mstep: Class 15 contains 48938 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 46202 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 61030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75555200.000000 Penalty: 40087.402344
Iteration 4F: 19 clusters Score -7.55552e+07 nChanged 137898
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 3 contains 37839 members 
Mstep: Class 4 contains 90109 members 
Mstep: Class 5 contains 20551 members 
Mstep: Class 6 contains 21329 members 
Mstep: Class 7 contains 25156 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 23252 members 
Mstep: Class 10 contains 299249 members 
Mstep: Class 11 contains 80159 members 
Mstep: Class 12 contains 53833 members 
Mstep: Class 13 contains 34569 members 
Mstep: Class 14 contains 5909 members 
Mstep: Class 15 contains 48888 members 
Mstep: Class 16 contains 12885 members 
Mstep: Class 17 contains 30858 members 
Mstep: Class 18 contains 25275 members 
Mstep: Class 19 contains 70088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75708056.000000 Penalty: 40087.402344
Iteration 5F: 19 clusters Score -7.570806e+07 nChanged 100873
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 3 contains 37331 members 
Mstep: Class 4 contains 84441 members 
Mstep: Class 5 contains 19628 members 
Mstep: Class 6 contains 19408 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 19985 members 
Mstep: Class 10 contains 310944 members 
Mstep: Class 11 contains 92755 members 
Mstep: Class 12 contains 51824 members 
Mstep: Class 13 contains 38711 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 47677 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 75132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2212.414307 but Gain 2227.078125
Score: -75790152.000000 Penalty: 37860.324219
Iteration 6F: 18 clusters Score -7.579015e+07 nChanged 75028
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 3 contains 36322 members 
Mstep: Class 4 contains 83673 members 
Mstep: Class 5 contains 19578 members 
Mstep: Class 6 contains 18225 members 
Mstep: Class 7 contains 26722 members 
Mstep: Class 9 contains 16422 members 
Mstep: Class 10 contains 315409 members 
Mstep: Class 11 contains 104834 members 
Mstep: Class 12 contains 50941 members 
Mstep: Class 13 contains 42154 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 47596 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 13143 members 
Mstep: Class 18 contains 22969 members 
Mstep: Class 19 contains 75832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75841072.000000 Penalty: 37860.324219
Iteration 7F: 18 clusters Score -7.584107e+07 nChanged 55150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 3 contains 35124 members 
Mstep: Class 4 contains 84279 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 17207 members 
Mstep: Class 7 contains 25777 members 
Mstep: Class 9 contains 13411 members 
Mstep: Class 10 contains 316792 members 
Mstep: Class 11 contains 115650 members 
Mstep: Class 12 contains 50216 members 
Mstep: Class 13 contains 44859 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 46552 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 23072 members 
Mstep: Class 19 contains 74207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75874728.000000 Penalty: 37860.324219
Iteration 8F: 18 clusters Score -7.587473e+07 nChanged 43240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 3 contains 34082 members 
Mstep: Class 4 contains 84586 members 
Mstep: Class 5 contains 20040 members 
Mstep: Class 6 contains 16642 members 
Mstep: Class 7 contains 24387 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 317052 members 
Mstep: Class 11 contains 124757 members 
Mstep: Class 12 contains 49624 members 
Mstep: Class 13 contains 47283 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 45864 members 
Mstep: Class 16 contains 6378 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 23404 members 
Mstep: Class 19 contains 71194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75899656.000000 Penalty: 37860.324219
Iteration 9Q: 18 clusters Score -7.589966e+07 nChanged 36292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 3 contains 33323 members 
Mstep: Class 4 contains 84051 members 
Mstep: Class 5 contains 20367 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 22719 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 316913 members 
Mstep: Class 11 contains 132397 members 
Mstep: Class 12 contains 49110 members 
Mstep: Class 13 contains 49389 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 23630 members 
Mstep: Class 19 contains 67619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2187.020264 but Gain 2227.078125
Score: -75921952.000000 Penalty: 35633.246094
Iteration 10Q: 17 clusters Score -7.592195e+07 nChanged 34047
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 3 contains 32940 members 
Mstep: Class 4 contains 83881 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 20790 members 
Mstep: Class 9 contains 9665 members 
Mstep: Class 10 contains 316797 members 
Mstep: Class 11 contains 138561 members 
Mstep: Class 12 contains 48958 members 
Mstep: Class 13 contains 51173 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 45023 members 
Mstep: Class 16 contains 8412 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 19 contains 63962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75946576.000000 Penalty: 35633.246094
Iteration 11Q: 17 clusters Score -7.594658e+07 nChanged 30549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 3 contains 32520 members 
Mstep: Class 4 contains 82953 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 16086 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 315665 members 
Mstep: Class 11 contains 142914 members 
Mstep: Class 12 contains 48514 members 
Mstep: Class 13 contains 52662 members 
Mstep: Class 14 contains 5908 members 
Mstep: Class 15 contains 44839 members 
Mstep: Class 16 contains 10316 members 
Mstep: Class 18 contains 23941 members 
Mstep: Class 19 contains 60529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75969816.000000 Penalty: 35633.246094
Iteration 12Q: 17 clusters Score -7.596982e+07 nChanged 29488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 3 contains 31954 members 
Mstep: Class 4 contains 83845 members 
Mstep: Class 5 contains 21744 members 
Mstep: Class 6 contains 16079 members 
Mstep: Class 7 contains 16508 members 
Mstep: Class 9 contains 9937 members 
Mstep: Class 10 contains 313205 members 
Mstep: Class 11 contains 145846 members 
Mstep: Class 12 contains 48207 members 
Mstep: Class 13 contains 53655 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 44791 members 
Mstep: Class 16 contains 12860 members 
Mstep: Class 18 contains 23998 members 
Mstep: Class 19 contains 57362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75991824.000000 Penalty: 35633.246094
Iteration 13Q: 17 clusters Score -7.599182e+07 nChanged 27907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 3 contains 30843 members 
Mstep: Class 4 contains 86676 members 
Mstep: Class 5 contains 22246 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 309538 members 
Mstep: Class 11 contains 147870 members 
Mstep: Class 12 contains 47947 members 
Mstep: Class 13 contains 54439 members 
Mstep: Class 14 contains 7250 members 
Mstep: Class 15 contains 44778 members 
Mstep: Class 16 contains 15718 members 
Mstep: Class 18 contains 24061 members 
Mstep: Class 19 contains 54471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76008512.000000 Penalty: 35633.246094
Iteration 14Q: 17 clusters Score -7.600851e+07 nChanged 24947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 90145 members 
Mstep: Class 5 contains 22680 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 305469 members 
Mstep: Class 11 contains 149583 members 
Mstep: Class 12 contains 47698 members 
Mstep: Class 13 contains 55010 members 
Mstep: Class 14 contains 8082 members 
Mstep: Class 15 contains 44753 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 52034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76022072.000000 Penalty: 35633.246094
Iteration 15Q: 17 clusters Score -7.602207e+07 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 3 contains 27840 members 
Mstep: Class 4 contains 93740 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 16754 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 10 contains 301600 members 
Mstep: Class 11 contains 150766 members 
Mstep: Class 12 contains 47214 members 
Mstep: Class 13 contains 55574 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 44551 members 
Mstep: Class 16 contains 21039 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 49991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76032720.000000 Penalty: 35633.246094
Iteration 16Q: 17 clusters Score -7.603272e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 3 contains 26300 members 
Mstep: Class 4 contains 97339 members 
Mstep: Class 5 contains 23175 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 9 contains 9780 members 
Mstep: Class 10 contains 298183 members 
Mstep: Class 11 contains 151388 members 
Mstep: Class 12 contains 46256 members 
Mstep: Class 13 contains 56194 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 43922 members 
Mstep: Class 16 contains 23307 members 
Mstep: Class 18 contains 24663 members 
Mstep: Class 19 contains 48333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76039336.000000 Penalty: 35633.246094
Iteration 17Q: 17 clusters Score -7.603934e+07 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 100716 members 
Mstep: Class 5 contains 23329 members 
Mstep: Class 6 contains 17576 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 9 contains 9575 members 
Mstep: Class 10 contains 295202 members 
Mstep: Class 11 contains 151493 members 
Mstep: Class 12 contains 45474 members 
Mstep: Class 13 contains 56740 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 43384 members 
Mstep: Class 16 contains 25530 members 
Mstep: Class 18 contains 24972 members 
Mstep: Class 19 contains 46917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76044712.000000 Penalty: 35633.246094
Iteration 18Q: 17 clusters Score -7.604471e+07 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 4 contains 103913 members 
Mstep: Class 5 contains 23419 members 
Mstep: Class 6 contains 17932 members 
Mstep: Class 7 contains 10622 members 
Mstep: Class 9 contains 9391 members 
Mstep: Class 10 contains 292570 members 
Mstep: Class 11 contains 150926 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 57271 members 
Mstep: Class 14 contains 10572 members 
Mstep: Class 15 contains 42935 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 18 contains 25312 members 
Mstep: Class 19 contains 45801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76048968.000000 Penalty: 35633.246094
Iteration 19Q: 17 clusters Score -7.604897e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 3 contains 22781 members 
Mstep: Class 4 contains 106849 members 
Mstep: Class 5 contains 23476 members 
Mstep: Class 6 contains 18243 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 9 contains 9200 members 
Mstep: Class 10 contains 290406 members 
Mstep: Class 11 contains 149836 members 
Mstep: Class 12 contains 44361 members 
Mstep: Class 13 contains 57744 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 19 contains 44840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76055496.000000 Penalty: 35633.246094
Iteration 20F: 17 clusters Score -7.60555e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 3 contains 21760 members 
Mstep: Class 4 contains 109629 members 
Mstep: Class 5 contains 23461 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 10275 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 287841 members 
Mstep: Class 11 contains 148121 members 
Mstep: Class 12 contains 43986 members 
Mstep: Class 13 contains 58053 members 
Mstep: Class 14 contains 11058 members 
Mstep: Class 15 contains 42224 members 
Mstep: Class 16 contains 33455 members 
Mstep: Class 18 contains 25847 members 
Mstep: Class 19 contains 43774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76060456.000000 Penalty: 35633.246094
Iteration 21Q: 17 clusters Score -7.606046e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 112274 members 
Mstep: Class 5 contains 23465 members 
Mstep: Class 6 contains 18877 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 9 contains 9179 members 
Mstep: Class 10 contains 285677 members 
Mstep: Class 11 contains 145984 members 
Mstep: Class 12 contains 43661 members 
Mstep: Class 13 contains 58529 members 
Mstep: Class 14 contains 11133 members 
Mstep: Class 15 contains 41938 members 
Mstep: Class 16 contains 36994 members 
Mstep: Class 18 contains 26120 members 
Mstep: Class 19 contains 42790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76065816.000000 Penalty: 35633.246094
Iteration 22Q: 17 clusters Score -7.606582e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 3 contains 20110 members 
Mstep: Class 4 contains 114696 members 
Mstep: Class 5 contains 23436 members 
Mstep: Class 6 contains 19200 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 283950 members 
Mstep: Class 11 contains 143216 members 
Mstep: Class 12 contains 43461 members 
Mstep: Class 13 contains 59095 members 
Mstep: Class 14 contains 11151 members 
Mstep: Class 15 contains 41706 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 41891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76070480.000000 Penalty: 35633.246094
Iteration 23Q: 17 clusters Score -7.607048e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 3 contains 19355 members 
Mstep: Class 4 contains 116955 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 19513 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 282628 members 
Mstep: Class 11 contains 139871 members 
Mstep: Class 12 contains 43369 members 
Mstep: Class 13 contains 59767 members 
Mstep: Class 14 contains 11103 members 
Mstep: Class 15 contains 41476 members 
Mstep: Class 16 contains 44746 members 
Mstep: Class 18 contains 26605 members 
Mstep: Class 19 contains 41015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76074832.000000 Penalty: 35633.246094
Iteration 24Q: 17 clusters Score -7.607483e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 119048 members 
Mstep: Class 5 contains 23335 members 
Mstep: Class 6 contains 19824 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 9 contains 8942 members 
Mstep: Class 10 contains 281585 members 
Mstep: Class 11 contains 135957 members 
Mstep: Class 12 contains 43375 members 
Mstep: Class 13 contains 60666 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 49087 members 
Mstep: Class 18 contains 26837 members 
Mstep: Class 19 contains 40094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76079456.000000 Penalty: 35633.246094
Iteration 25Q: 17 clusters Score -7.607946e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 121005 members 
Mstep: Class 5 contains 23250 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 7 contains 8061 members 
Mstep: Class 9 contains 8785 members 
Mstep: Class 10 contains 280789 members 
Mstep: Class 11 contains 131591 members 
Mstep: Class 12 contains 43471 members 
Mstep: Class 13 contains 61657 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 41011 members 
Mstep: Class 16 contains 53595 members 
Mstep: Class 18 contains 27066 members 
Mstep: Class 19 contains 39193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76084848.000000 Penalty: 35633.246094
Iteration 26Q: 17 clusters Score -7.608485e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 3 contains 17345 members 
Mstep: Class 4 contains 122904 members 
Mstep: Class 5 contains 23178 members 
Mstep: Class 6 contains 20408 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 9 contains 8592 members 
Mstep: Class 10 contains 280174 members 
Mstep: Class 11 contains 127006 members 
Mstep: Class 12 contains 43760 members 
Mstep: Class 13 contains 62676 members 
Mstep: Class 14 contains 10761 members 
Mstep: Class 15 contains 40802 members 
Mstep: Class 16 contains 57987 members 
Mstep: Class 18 contains 27331 members 
Mstep: Class 19 contains 38253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76090376.000000 Penalty: 35633.246094
Iteration 27Q: 17 clusters Score -7.609038e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 3 contains 16909 members 
Mstep: Class 4 contains 124684 members 
Mstep: Class 5 contains 23063 members 
Mstep: Class 6 contains 20680 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 279678 members 
Mstep: Class 11 contains 122447 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 63671 members 
Mstep: Class 14 contains 10571 members 
Mstep: Class 15 contains 40591 members 
Mstep: Class 16 contains 62165 members 
Mstep: Class 18 contains 27555 members 
Mstep: Class 19 contains 37319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76095600.000000 Penalty: 35633.246094
Iteration 28Q: 17 clusters Score -7.60956e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 4 contains 126324 members 
Mstep: Class 5 contains 22989 members 
Mstep: Class 6 contains 20974 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 279252 members 
Mstep: Class 11 contains 117998 members 
Mstep: Class 12 contains 44569 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 40409 members 
Mstep: Class 16 contains 66072 members 
Mstep: Class 18 contains 27753 members 
Mstep: Class 19 contains 36348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76100816.000000 Penalty: 35633.246094
Iteration 29Q: 17 clusters Score -7.610082e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 127920 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 21235 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 9 contains 8101 members 
Mstep: Class 10 contains 278938 members 
Mstep: Class 11 contains 113828 members 
Mstep: Class 12 contains 45092 members 
Mstep: Class 13 contains 65552 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 40242 members 
Mstep: Class 16 contains 69462 members 
Mstep: Class 18 contains 27926 members 
Mstep: Class 19 contains 35396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76104872.000000 Penalty: 35633.246094
Iteration 30Q: 17 clusters Score -7.610487e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 129323 members 
Mstep: Class 5 contains 23096 members 
Mstep: Class 6 contains 21545 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 278616 members 
Mstep: Class 11 contains 110210 members 
Mstep: Class 12 contains 45488 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 9843 members 
Mstep: Class 15 contains 40059 members 
Mstep: Class 16 contains 72294 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 34554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76108760.000000 Penalty: 35633.246094
Iteration 31Q: 17 clusters Score -7.610876e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 3 contains 16076 members 
Mstep: Class 4 contains 130373 members 
Mstep: Class 5 contains 23191 members 
Mstep: Class 6 contains 21836 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 278257 members 
Mstep: Class 11 contains 107120 members 
Mstep: Class 12 contains 45597 members 
Mstep: Class 13 contains 66855 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 39909 members 
Mstep: Class 16 contains 74597 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 19 contains 33946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76111536.000000 Penalty: 35633.246094
Iteration 32Q: 17 clusters Score -7.611154e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 3 contains 15952 members 
Mstep: Class 4 contains 131173 members 
Mstep: Class 5 contains 23315 members 
Mstep: Class 6 contains 22084 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 277881 members 
Mstep: Class 11 contains 104417 members 
Mstep: Class 12 contains 45661 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 9242 members 
Mstep: Class 15 contains 39781 members 
Mstep: Class 16 contains 76622 members 
Mstep: Class 18 contains 28048 members 
Mstep: Class 19 contains 33517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76113344.000000 Penalty: 35633.246094
Iteration 33Q: 17 clusters Score -7.611334e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 3 contains 15870 members 
Mstep: Class 4 contains 131802 members 
Mstep: Class 5 contains 23438 members 
Mstep: Class 6 contains 22282 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 277449 members 
Mstep: Class 11 contains 102058 members 
Mstep: Class 12 contains 45720 members 
Mstep: Class 13 contains 67508 members 
Mstep: Class 14 contains 8973 members 
Mstep: Class 15 contains 39647 members 
Mstep: Class 16 contains 78396 members 
Mstep: Class 18 contains 28041 members 
Mstep: Class 19 contains 33232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76114552.000000 Penalty: 35633.246094
Iteration 34Q: 17 clusters Score -7.611455e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 3 contains 15786 members 
Mstep: Class 4 contains 132180 members 
Mstep: Class 5 contains 23537 members 
Mstep: Class 6 contains 22436 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 9 contains 7659 members 
Mstep: Class 10 contains 277064 members 
Mstep: Class 11 contains 100015 members 
Mstep: Class 12 contains 45749 members 
Mstep: Class 13 contains 67702 members 
Mstep: Class 14 contains 8749 members 
Mstep: Class 15 contains 39539 members 
Mstep: Class 16 contains 80124 members 
Mstep: Class 18 contains 28028 members 
Mstep: Class 19 contains 33032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76115640.000000 Penalty: 35633.246094
Iteration 35Q: 17 clusters Score -7.611564e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 132384 members 
Mstep: Class 5 contains 23648 members 
Mstep: Class 6 contains 22566 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 9 contains 7619 members 
Mstep: Class 10 contains 276738 members 
Mstep: Class 11 contains 98246 members 
Mstep: Class 12 contains 45793 members 
Mstep: Class 13 contains 67824 members 
Mstep: Class 14 contains 8556 members 
Mstep: Class 15 contains 39426 members 
Mstep: Class 16 contains 81800 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 32869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76116632.000000 Penalty: 35633.246094
Iteration 36Q: 17 clusters Score -7.611663e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 132353 members 
Mstep: Class 5 contains 23742 members 
Mstep: Class 6 contains 22658 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 10 contains 276473 members 
Mstep: Class 11 contains 96721 members 
Mstep: Class 12 contains 45778 members 
Mstep: Class 13 contains 67874 members 
Mstep: Class 14 contains 8392 members 
Mstep: Class 15 contains 39343 members 
Mstep: Class 16 contains 83513 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 32766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76117256.000000 Penalty: 35633.246094
Iteration 37Q: 17 clusters Score -7.611726e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 132069 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 22727 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 276252 members 
Mstep: Class 11 contains 95373 members 
Mstep: Class 12 contains 45768 members 
Mstep: Class 13 contains 67880 members 
Mstep: Class 14 contains 8238 members 
Mstep: Class 15 contains 39259 members 
Mstep: Class 16 contains 85342 members 
Mstep: Class 18 contains 27994 members 
Mstep: Class 19 contains 32706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76117928.000000 Penalty: 35633.246094
Iteration 38Q: 17 clusters Score -7.611793e+07 nChanged 4403
Entering ConstructFrom: 
Score: -76117928.000000 Penalty: 35633.246094
Entering ConstructFrom: 
Trying to split cluster 1 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -476052.593750 Penalty: 1428.986694
	Iteration 0F: 2 clusters Score -476052.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -471368.562500 Penalty: 2857.973389
	Iteration 0F: 3 clusters Score -471368.6 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -477727.375000 Penalty: 2857.973389
	Iteration 1F: 3 clusters Score -477727.4 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -483382.312500 Penalty: 2857.973389
	Iteration 2F: 3 clusters Score -483382.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -485632.218750 Penalty: 2857.973389
	Iteration 3F: 3 clusters Score -485632.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -486683.843750 Penalty: 2857.973389
	Iteration 4Q: 3 clusters Score -486683.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -486984.500000 Penalty: 2857.973389
	Iteration 5Q: 3 clusters Score -486984.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -487160.031250 Penalty: 2857.973389
	Iteration 6Q: 3 clusters Score -487160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -487251.343750 Penalty: 2857.973389
	Iteration 7Q: 3 clusters Score -487251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -487268.531250 Penalty: 2857.973389
	Iteration 8Q: 3 clusters Score -487268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -487275.000000 Penalty: 2857.973389
	Iteration 9Q: 3 clusters Score -487275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -487277.281250 Penalty: 2857.973389
	Iteration 10Q: 3 clusters Score -487277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -487278.843750 Penalty: 2857.973389
	Iteration 11Q: 3 clusters Score -487278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -487278.843750 Penalty: 2857.973389
	Iteration 12F: 3 clusters Score -487278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 23892 members 
Mstep: Class 6 contains 22790 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 276085 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Entering Unmasked Estep 
Score: -76128952.000000 Penalty: 37860.324219
Splitting cluster 1 changes total score from -76117928.000000 to -76128952.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (15690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Entering Unmasked Estep 
Score: -1336552.125000 Penalty: 1569.876587
	Iteration 0F: 2 clusters Score -1336552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1325742.625000 Penalty: 3139.753174
	Iteration 0F: 3 clusters Score -1325743 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1330406.750000 Penalty: 3139.753174
	Iteration 1F: 3 clusters Score -1330407 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1331978.125000 Penalty: 3139.753174
	Iteration 2F: 3 clusters Score -1331978 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1333623.750000 Penalty: 3139.753174
	Iteration 3F: 3 clusters Score -1333624 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1334514.500000 Penalty: 3139.753174
	Iteration 4F: 3 clusters Score -1334514 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1334967.000000 Penalty: 3139.753174
	Iteration 5F: 3 clusters Score -1334967 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1335274.750000 Penalty: 3139.753174
	Iteration 6Q: 3 clusters Score -1335275 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1335469.125000 Penalty: 3139.753174
	Iteration 7Q: 3 clusters Score -1335469 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1335600.750000 Penalty: 3139.753174
	Iteration 8Q: 3 clusters Score -1335601 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1335712.250000 Penalty: 3139.753174
	Iteration 9Q: 3 clusters Score -1335712 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1335801.875000 Penalty: 3139.753174
	Iteration 10Q: 3 clusters Score -1335802 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1335880.375000 Penalty: 3139.753174
	Iteration 11Q: 3 clusters Score -1335880 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1335952.500000 Penalty: 3139.753174
	Iteration 12Q: 3 clusters Score -1335952 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1336034.250000 Penalty: 3139.753174
	Iteration 13Q: 3 clusters Score -1336034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1336113.500000 Penalty: 3139.753174
	Iteration 14Q: 3 clusters Score -1336114 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1336190.500000 Penalty: 3139.753174
	Iteration 15Q: 3 clusters Score -1336190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1336273.500000 Penalty: 3139.753174
	Iteration 16Q: 3 clusters Score -1336274 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1336366.375000 Penalty: 3139.753174
	Iteration 17Q: 3 clusters Score -1336366 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1336487.625000 Penalty: 3139.753174
	Iteration 18Q: 3 clusters Score -1336488 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1336641.875000 Penalty: 3139.753174
	Iteration 19Q: 3 clusters Score -1336642 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1336822.375000 Penalty: 3139.753174
	Iteration 20F: 3 clusters Score -1336822 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1337012.125000 Penalty: 3139.753174
	Iteration 21Q: 3 clusters Score -1337012 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1337197.875000 Penalty: 3139.753174
	Iteration 22Q: 3 clusters Score -1337198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1337359.000000 Penalty: 3139.753174
	Iteration 23Q: 3 clusters Score -1337359 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1337493.375000 Penalty: 3139.753174
	Iteration 24Q: 3 clusters Score -1337493 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1337616.625000 Penalty: 3139.753174
	Iteration 25Q: 3 clusters Score -1337617 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1337730.000000 Penalty: 3139.753174
	Iteration 26Q: 3 clusters Score -1337730 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1337794.000000 Penalty: 3139.753174
	Iteration 27Q: 3 clusters Score -1337794 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1337843.500000 Penalty: 3139.753174
	Iteration 28Q: 3 clusters Score -1337844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1337890.625000 Penalty: 3139.753174
	Iteration 29Q: 3 clusters Score -1337891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1337922.250000 Penalty: 3139.753174
	Iteration 30Q: 3 clusters Score -1337922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1337962.875000 Penalty: 3139.753174
	Iteration 31Q: 3 clusters Score -1337963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1337991.000000 Penalty: 3139.753174
	Iteration 32Q: 3 clusters Score -1337991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1338015.625000 Penalty: 3139.753174
	Iteration 33Q: 3 clusters Score -1338016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1338041.000000 Penalty: 3139.753174
	Iteration 34Q: 3 clusters Score -1338041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1338055.125000 Penalty: 3139.753174
	Iteration 35Q: 3 clusters Score -1338055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1338073.125000 Penalty: 3139.753174
	Iteration 36Q: 3 clusters Score -1338073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1338089.875000 Penalty: 3139.753174
	Iteration 37Q: 3 clusters Score -1338090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1338105.875000 Penalty: 3139.753174
	Iteration 38Q: 3 clusters Score -1338106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1338118.000000 Penalty: 3139.753174
	Iteration 39Q: 3 clusters Score -1338118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1338131.500000 Penalty: 3139.753174
	Iteration 40F: 3 clusters Score -1338132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1338144.000000 Penalty: 3139.753174
	Iteration 41Q: 3 clusters Score -1338144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1338152.250000 Penalty: 3139.753174
	Iteration 42Q: 3 clusters Score -1338152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1338162.875000 Penalty: 3139.753174
	Iteration 43Q: 3 clusters Score -1338163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1338165.500000 Penalty: 3139.753174
	Iteration 44Q: 3 clusters Score -1338166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1338173.125000 Penalty: 3139.753174
	Iteration 45Q: 3 clusters Score -1338173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1338174.625000 Penalty: 3139.753174
	Iteration 46Q: 3 clusters Score -1338175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1338184.750000 Penalty: 3139.753174
	Iteration 47Q: 3 clusters Score -1338185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1338180.625000 Penalty: 3139.753174
	Iteration 48Q: 3 clusters Score -1338181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1338181.250000 Penalty: 3139.753174
	Iteration 49Q: 3 clusters Score -1338181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1338182.125000 Penalty: 3139.753174
	Iteration 50Q: 3 clusters Score -1338182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1338180.875000 Penalty: 3139.753174
	Iteration 51Q: 3 clusters Score -1338181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1338180.500000 Penalty: 3139.753174
	Iteration 52Q: 3 clusters Score -1338180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1338180.500000 Penalty: 3139.753174
	Iteration 53F: 3 clusters Score -1338180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 23892 members 
Mstep: Class 6 contains 22790 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 276085 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Entering Unmasked Estep 
Score: -76129784.000000 Penalty: 40087.402344
Splitting cluster 3 changes total score from -76117928.000000 to -76129784.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (131635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Entering Unmasked Estep 
Score: -11645508.000000 Penalty: 1915.515625
	Iteration 0F: 2 clusters Score -1.164551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -11557173.000000 Penalty: 3831.031250
	Iteration 0F: 3 clusters Score -1.155717e+07 nChanged 63340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -11594858.000000 Penalty: 3831.031250
	Iteration 1F: 3 clusters Score -1.159486e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -11596201.000000 Penalty: 3831.031250
	Iteration 2Q: 3 clusters Score -1.15962e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -11597882.000000 Penalty: 3831.031250
	Iteration 3Q: 3 clusters Score -1.159788e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -11600254.000000 Penalty: 3831.031250
	Iteration 4Q: 3 clusters Score -1.160025e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -11602999.000000 Penalty: 3831.031250
	Iteration 5Q: 3 clusters Score -1.1603e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -11606265.000000 Penalty: 3831.031250
	Iteration 6F: 3 clusters Score -1.160626e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -11609905.000000 Penalty: 3831.031250
	Iteration 7F: 3 clusters Score -1.16099e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -11613401.000000 Penalty: 3831.031250
	Iteration 8F: 3 clusters Score -1.16134e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -11616742.000000 Penalty: 3831.031250
	Iteration 9Q: 3 clusters Score -1.161674e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -11619608.000000 Penalty: 3831.031250
	Iteration 10Q: 3 clusters Score -1.161961e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11621721.000000 Penalty: 3831.031250
	Iteration 11Q: 3 clusters Score -1.162172e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -11623067.000000 Penalty: 3831.031250
	Iteration 12Q: 3 clusters Score -1.162307e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -11623986.000000 Penalty: 3831.031250
	Iteration 13Q: 3 clusters Score -1.162399e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -11624593.000000 Penalty: 3831.031250
	Iteration 14Q: 3 clusters Score -1.162459e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -11625046.000000 Penalty: 3831.031250
	Iteration 15Q: 3 clusters Score -1.162505e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -11625524.000000 Penalty: 3831.031250
	Iteration 16Q: 3 clusters Score -1.162552e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -11626082.000000 Penalty: 3831.031250
	Iteration 17Q: 3 clusters Score -1.162608e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -11626568.000000 Penalty: 3831.031250
	Iteration 18Q: 3 clusters Score -1.162657e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -11627251.000000 Penalty: 3831.031250
	Iteration 19Q: 3 clusters Score -1.162725e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -11627931.000000 Penalty: 3831.031250
	Iteration 20F: 3 clusters Score -1.162793e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -11628562.000000 Penalty: 3831.031250
	Iteration 21Q: 3 clusters Score -1.162856e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -11629393.000000 Penalty: 3831.031250
	Iteration 22Q: 3 clusters Score -1.162939e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -11630264.000000 Penalty: 3831.031250
	Iteration 23Q: 3 clusters Score -1.163026e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -11631251.000000 Penalty: 3831.031250
	Iteration 24Q: 3 clusters Score -1.163125e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -11632184.000000 Penalty: 3831.031250
	Iteration 25Q: 3 clusters Score -1.163218e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -11633167.000000 Penalty: 3831.031250
	Iteration 26Q: 3 clusters Score -1.163317e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -11634315.000000 Penalty: 3831.031250
	Iteration 27Q: 3 clusters Score -1.163432e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -11635583.000000 Penalty: 3831.031250
	Iteration 28Q: 3 clusters Score -1.163558e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -11636864.000000 Penalty: 3831.031250
	Iteration 29Q: 3 clusters Score -1.163686e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -11637923.000000 Penalty: 3831.031250
	Iteration 30Q: 3 clusters Score -1.163792e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -11639022.000000 Penalty: 3831.031250
	Iteration 31Q: 3 clusters Score -1.163902e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -11640025.000000 Penalty: 3831.031250
	Iteration 32Q: 3 clusters Score -1.164002e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -11640965.000000 Penalty: 3831.031250
	Iteration 33Q: 3 clusters Score -1.164096e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -11641673.000000 Penalty: 3831.031250
	Iteration 34Q: 3 clusters Score -1.164167e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -11642229.000000 Penalty: 3831.031250
	Iteration 35Q: 3 clusters Score -1.164223e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -11642600.000000 Penalty: 3831.031250
	Iteration 36Q: 3 clusters Score -1.16426e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -11642968.000000 Penalty: 3831.031250
	Iteration 37Q: 3 clusters Score -1.164297e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -11643227.000000 Penalty: 3831.031250
	Iteration 38Q: 3 clusters Score -1.164323e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128003 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -11643482.000000 Penalty: 3831.031250
	Iteration 39Q: 3 clusters Score -1.164348e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128376 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -11643715.000000 Penalty: 3831.031250
	Iteration 40F: 3 clusters Score -1.164372e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11643839.000000 Penalty: 3831.031250
	Iteration 41Q: 3 clusters Score -1.164384e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11643986.000000 Penalty: 3831.031250
	Iteration 42Q: 3 clusters Score -1.164399e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129075 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -11644114.000000 Penalty: 3831.031250
	Iteration 43Q: 3 clusters Score -1.164411e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129197 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11644201.000000 Penalty: 3831.031250
	Iteration 44Q: 3 clusters Score -1.16442e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -11644291.000000 Penalty: 3831.031250
	Iteration 45Q: 3 clusters Score -1.164429e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11644334.000000 Penalty: 3831.031250
	Iteration 46Q: 3 clusters Score -1.164433e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11644409.000000 Penalty: 3831.031250
	Iteration 47Q: 3 clusters Score -1.164441e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -11644444.000000 Penalty: 3831.031250
	Iteration 48Q: 3 clusters Score -1.164444e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129566 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11644474.000000 Penalty: 3831.031250
	Iteration 49Q: 3 clusters Score -1.164447e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11644490.000000 Penalty: 3831.031250
	Iteration 50Q: 3 clusters Score -1.164449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11644485.000000 Penalty: 3831.031250
	Iteration 51Q: 3 clusters Score -1.164448e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11644500.000000 Penalty: 3831.031250
	Iteration 52Q: 3 clusters Score -1.16445e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11644519.000000 Penalty: 3831.031250
	Iteration 53Q: 3 clusters Score -1.164452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11644536.000000 Penalty: 3831.031250
	Iteration 54Q: 3 clusters Score -1.164454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11644558.000000 Penalty: 3831.031250
	Iteration 55Q: 3 clusters Score -1.164456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129635 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11644546.000000 Penalty: 3831.031250
	Iteration 56Q: 3 clusters Score -1.164455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129636 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11644551.000000 Penalty: 3831.031250
	Iteration 57Q: 3 clusters Score -1.164455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11644546.000000 Penalty: 3831.031250
	Iteration 58Q: 3 clusters Score -1.164455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11644546.000000 Penalty: 3831.031250
	Iteration 59Q: 3 clusters Score -1.164455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11644549.000000 Penalty: 3831.031250
	Iteration 60F: 3 clusters Score -1.164455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129648 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11644548.000000 Penalty: 3831.031250
	Iteration 61Q: 3 clusters Score -1.164455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11644558.000000 Penalty: 3831.031250
	Iteration 62Q: 3 clusters Score -1.164456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11644549.000000 Penalty: 3831.031250
	Iteration 63Q: 3 clusters Score -1.164455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129659 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11644547.000000 Penalty: 3831.031250
	Iteration 64Q: 3 clusters Score -1.164455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129664 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11644554.000000 Penalty: 3831.031250
	Iteration 65Q: 3 clusters Score -1.164455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11644552.000000 Penalty: 3831.031250
	Iteration 66Q: 3 clusters Score -1.164455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129669 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11644562.000000 Penalty: 3831.031250
	Iteration 67Q: 3 clusters Score -1.164456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11644574.000000 Penalty: 3831.031250
	Iteration 68Q: 3 clusters Score -1.164457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11644573.000000 Penalty: 3831.031250
	Iteration 69Q: 3 clusters Score -1.164457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11644575.000000 Penalty: 3831.031250
	Iteration 70Q: 3 clusters Score -1.164458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11644580.000000 Penalty: 3831.031250
	Iteration 71Q: 3 clusters Score -1.164458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129657 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11644579.000000 Penalty: 3831.031250
	Iteration 72Q: 3 clusters Score -1.164458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11644567.000000 Penalty: 3831.031250
	Iteration 73Q: 3 clusters Score -1.164457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11644577.000000 Penalty: 3831.031250
	Iteration 74Q: 3 clusters Score -1.164458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11644568.000000 Penalty: 3831.031250
	Iteration 75Q: 3 clusters Score -1.164457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11644570.000000 Penalty: 3831.031250
	Iteration 76Q: 3 clusters Score -1.164457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11644570.000000 Penalty: 3831.031250
	Iteration 77F: 3 clusters Score -1.164457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Entering Unmasked Estep 
Score: -1840194.250000 Penalty: 1638.211060
	Iteration 0F: 2 clusters Score -1840194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1824013.000000 Penalty: 3276.422119
	Iteration 0F: 3 clusters Score -1824013 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1834104.125000 Penalty: 3276.422119
	Iteration 1F: 3 clusters Score -1834104 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1840372.000000 Penalty: 3276.422119
	Iteration 2F: 3 clusters Score -1840372 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1843267.125000 Penalty: 3276.422119
	Iteration 3F: 3 clusters Score -1843267 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1844582.250000 Penalty: 3276.422119
	Iteration 4F: 3 clusters Score -1844582 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1845307.500000 Penalty: 3276.422119
	Iteration 5Q: 3 clusters Score -1845308 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1845736.625000 Penalty: 3276.422119
	Iteration 6Q: 3 clusters Score -1845737 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1845994.625000 Penalty: 3276.422119
	Iteration 7Q: 3 clusters Score -1845995 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1846179.625000 Penalty: 3276.422119
	Iteration 8Q: 3 clusters Score -1846180 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1846331.625000 Penalty: 3276.422119
	Iteration 9Q: 3 clusters Score -1846332 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1846452.625000 Penalty: 3276.422119
	Iteration 10Q: 3 clusters Score -1846453 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1846553.250000 Penalty: 3276.422119
	Iteration 11Q: 3 clusters Score -1846553 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1846648.125000 Penalty: 3276.422119
	Iteration 12Q: 3 clusters Score -1846648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1846701.250000 Penalty: 3276.422119
	Iteration 13Q: 3 clusters Score -1846701 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1846764.250000 Penalty: 3276.422119
	Iteration 14Q: 3 clusters Score -1846764 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1846827.125000 Penalty: 3276.422119
	Iteration 15Q: 3 clusters Score -1846827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1846889.375000 Penalty: 3276.422119
	Iteration 16Q: 3 clusters Score -1846889 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1846957.250000 Penalty: 3276.422119
	Iteration 17Q: 3 clusters Score -1846957 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1847050.000000 Penalty: 3276.422119
	Iteration 18Q: 3 clusters Score -1847050 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1847134.375000 Penalty: 3276.422119
	Iteration 19Q: 3 clusters Score -1847134 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1847220.000000 Penalty: 3276.422119
	Iteration 20F: 3 clusters Score -1847220 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1847336.875000 Penalty: 3276.422119
	Iteration 21Q: 3 clusters Score -1847337 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1847446.250000 Penalty: 3276.422119
	Iteration 22Q: 3 clusters Score -1847446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1847518.500000 Penalty: 3276.422119
	Iteration 23Q: 3 clusters Score -1847518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1847568.875000 Penalty: 3276.422119
	Iteration 24Q: 3 clusters Score -1847569 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1847608.750000 Penalty: 3276.422119
	Iteration 25Q: 3 clusters Score -1847609 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1847637.375000 Penalty: 3276.422119
	Iteration 26Q: 3 clusters Score -1847637 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1847654.125000 Penalty: 3276.422119
	Iteration 27Q: 3 clusters Score -1847654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1847672.750000 Penalty: 3276.422119
	Iteration 28Q: 3 clusters Score -1847673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1847687.500000 Penalty: 3276.422119
	Iteration 29Q: 3 clusters Score -1847688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1847691.750000 Penalty: 3276.422119
	Iteration 30Q: 3 clusters Score -1847692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1847698.250000 Penalty: 3276.422119
	Iteration 31Q: 3 clusters Score -1847698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1847704.625000 Penalty: 3276.422119
	Iteration 32Q: 3 clusters Score -1847705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1847708.500000 Penalty: 3276.422119
	Iteration 33Q: 3 clusters Score -1847708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1847716.875000 Penalty: 3276.422119
	Iteration 34Q: 3 clusters Score -1847717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1847725.125000 Penalty: 3276.422119
	Iteration 35Q: 3 clusters Score -1847725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1847722.375000 Penalty: 3276.422119
	Iteration 36Q: 3 clusters Score -1847722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1847724.000000 Penalty: 3276.422119
	Iteration 37Q: 3 clusters Score -1847724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1847725.375000 Penalty: 3276.422119
	Iteration 38Q: 3 clusters Score -1847725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1847723.875000 Penalty: 3276.422119
	Iteration 39Q: 3 clusters Score -1847724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1847729.000000 Penalty: 3276.422119
	Iteration 40F: 3 clusters Score -1847729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1847726.500000 Penalty: 3276.422119
	Iteration 41Q: 3 clusters Score -1847726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1847726.875000 Penalty: 3276.422119
	Iteration 42Q: 3 clusters Score -1847727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1847726.125000 Penalty: 3276.422119
	Iteration 43Q: 3 clusters Score -1847726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1847728.750000 Penalty: 3276.422119
	Iteration 44Q: 3 clusters Score -1847729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1847729.000000 Penalty: 3276.422119
	Iteration 45Q: 3 clusters Score -1847729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1847729.000000 Penalty: 3276.422119
	Iteration 46F: 3 clusters Score -1847729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 22790 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 276085 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Entering Unmasked Estep 
Score: -76136736.000000 Penalty: 42314.480469
Splitting cluster 5 changes total score from -76117928.000000 to -76136736.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (22790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Entering Unmasked Estep 
Score: -1724518.875000 Penalty: 1630.537476
	Iteration 0F: 2 clusters Score -1724519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1709190.250000 Penalty: 3261.074951
	Iteration 0F: 3 clusters Score -1709190 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1715469.125000 Penalty: 3261.074951
	Iteration 1F: 3 clusters Score -1715469 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1716446.500000 Penalty: 3261.074951
	Iteration 2F: 3 clusters Score -1716446 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1717248.750000 Penalty: 3261.074951
	Iteration 3F: 3 clusters Score -1717249 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1717927.625000 Penalty: 3261.074951
	Iteration 4F: 3 clusters Score -1717928 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1718520.875000 Penalty: 3261.074951
	Iteration 5F: 3 clusters Score -1718521 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1719035.625000 Penalty: 3261.074951
	Iteration 6Q: 3 clusters Score -1719036 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1719496.500000 Penalty: 3261.074951
	Iteration 7Q: 3 clusters Score -1719496 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1720004.625000 Penalty: 3261.074951
	Iteration 8Q: 3 clusters Score -1720005 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1720480.875000 Penalty: 3261.074951
	Iteration 9Q: 3 clusters Score -1720481 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1720897.750000 Penalty: 3261.074951
	Iteration 10Q: 3 clusters Score -1720898 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1721287.500000 Penalty: 3261.074951
	Iteration 11Q: 3 clusters Score -1721288 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1721654.625000 Penalty: 3261.074951
	Iteration 12Q: 3 clusters Score -1721655 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1722029.625000 Penalty: 3261.074951
	Iteration 13Q: 3 clusters Score -1722030 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1722346.500000 Penalty: 3261.074951
	Iteration 14Q: 3 clusters Score -1722346 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1722701.625000 Penalty: 3261.074951
	Iteration 15Q: 3 clusters Score -1722702 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -1723000.875000 Penalty: 3261.074951
	Iteration 16Q: 3 clusters Score -1723001 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1723286.125000 Penalty: 3261.074951
	Iteration 17Q: 3 clusters Score -1723286 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1723590.000000 Penalty: 3261.074951
	Iteration 18Q: 3 clusters Score -1723590 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1723861.250000 Penalty: 3261.074951
	Iteration 19Q: 3 clusters Score -1723861 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -1724178.750000 Penalty: 3261.074951
	Iteration 20F: 3 clusters Score -1724179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1724580.875000 Penalty: 3261.074951
	Iteration 21Q: 3 clusters Score -1724581 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1725063.375000 Penalty: 3261.074951
	Iteration 22Q: 3 clusters Score -1725063 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1725315.000000 Penalty: 3261.074951
	Iteration 23Q: 3 clusters Score -1725315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -1725395.750000 Penalty: 3261.074951
	Iteration 24Q: 3 clusters Score -1725396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -1725428.250000 Penalty: 3261.074951
	Iteration 25Q: 3 clusters Score -1725428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1725439.375000 Penalty: 3261.074951
	Iteration 26Q: 3 clusters Score -1725439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1725441.250000 Penalty: 3261.074951
	Iteration 27Q: 3 clusters Score -1725441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -1725444.875000 Penalty: 3261.074951
	Iteration 28Q: 3 clusters Score -1725445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1725445.000000 Penalty: 3261.074951
	Iteration 29Q: 3 clusters Score -1725445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1725447.500000 Penalty: 3261.074951
	Iteration 30Q: 3 clusters Score -1725448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1725726.625000 Penalty: 3261.074951
	Iteration 31F: 3 clusters Score -1725727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1725961.875000 Penalty: 3261.074951
	Iteration 32Q: 3 clusters Score -1725962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1726035.625000 Penalty: 3261.074951
	Iteration 33Q: 3 clusters Score -1726036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -1726066.750000 Penalty: 3261.074951
	Iteration 34Q: 3 clusters Score -1726067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1726079.250000 Penalty: 3261.074951
	Iteration 35Q: 3 clusters Score -1726079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -1726082.500000 Penalty: 3261.074951
	Iteration 36Q: 3 clusters Score -1726082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1726082.750000 Penalty: 3261.074951
	Iteration 37Q: 3 clusters Score -1726083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -1726086.500000 Penalty: 3261.074951
	Iteration 38Q: 3 clusters Score -1726086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1726088.250000 Penalty: 3261.074951
	Iteration 39Q: 3 clusters Score -1726088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -1726096.750000 Penalty: 3261.074951
	Iteration 40F: 3 clusters Score -1726097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1726097.000000 Penalty: 3261.074951
	Iteration 41Q: 3 clusters Score -1726097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -1726098.750000 Penalty: 3261.074951
	Iteration 42Q: 3 clusters Score -1726099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -1726098.125000 Penalty: 3261.074951
	Iteration 43Q: 3 clusters Score -1726098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1726100.000000 Penalty: 3261.074951
	Iteration 44Q: 3 clusters Score -1726100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1726100.625000 Penalty: 3261.074951
	Iteration 45Q: 3 clusters Score -1726101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1726100.500000 Penalty: 3261.074951
	Iteration 46Q: 3 clusters Score -1726100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1726100.000000 Penalty: 3261.074951
	Iteration 47Q: 3 clusters Score -1726100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1726100.000000 Penalty: 3261.074951
	Iteration 48F: 3 clusters Score -1726100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 276085 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Entering Unmasked Estep 
Score: -76138280.000000 Penalty: 44541.554688
Splitting cluster 6 changes total score from -76117928.000000 to -76138280.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -763326.562500 Penalty: 1468.811523
	Iteration 0F: 2 clusters Score -763326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -757140.750000 Penalty: 2937.623047
	Iteration 0F: 3 clusters Score -757140.8 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -759101.437500 Penalty: 2937.623047
	Iteration 1F: 3 clusters Score -759101.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -759396.312500 Penalty: 2937.623047
	Iteration 2F: 3 clusters Score -759396.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -759656.750000 Penalty: 2937.623047
	Iteration 3F: 3 clusters Score -759656.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -759881.375000 Penalty: 2937.623047
	Iteration 4Q: 3 clusters Score -759881.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -760106.312500 Penalty: 2937.623047
	Iteration 5Q: 3 clusters Score -760106.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -760330.250000 Penalty: 2937.623047
	Iteration 6Q: 3 clusters Score -760330.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -760568.375000 Penalty: 2937.623047
	Iteration 7Q: 3 clusters Score -760568.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -760809.250000 Penalty: 2937.623047
	Iteration 8Q: 3 clusters Score -760809.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -761025.625000 Penalty: 2937.623047
	Iteration 9Q: 3 clusters Score -761025.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -761236.500000 Penalty: 2937.623047
	Iteration 10Q: 3 clusters Score -761236.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -761417.937500 Penalty: 2937.623047
	Iteration 11Q: 3 clusters Score -761417.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -761560.687500 Penalty: 2937.623047
	Iteration 12Q: 3 clusters Score -761560.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -761669.000000 Penalty: 2937.623047
	Iteration 13Q: 3 clusters Score -761669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -761750.250000 Penalty: 2937.623047
	Iteration 14Q: 3 clusters Score -761750.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -761797.812500 Penalty: 2937.623047
	Iteration 15Q: 3 clusters Score -761797.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -761829.437500 Penalty: 2937.623047
	Iteration 16Q: 3 clusters Score -761829.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -761852.062500 Penalty: 2937.623047
	Iteration 17Q: 3 clusters Score -761852.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -761864.437500 Penalty: 2937.623047
	Iteration 18Q: 3 clusters Score -761864.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -761872.187500 Penalty: 2937.623047
	Iteration 19Q: 3 clusters Score -761872.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -761877.937500 Penalty: 2937.623047
	Iteration 20F: 3 clusters Score -761877.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -761886.812500 Penalty: 2937.623047
	Iteration 21Q: 3 clusters Score -761886.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -761898.500000 Penalty: 2937.623047
	Iteration 22Q: 3 clusters Score -761898.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -761904.375000 Penalty: 2937.623047
	Iteration 23Q: 3 clusters Score -761904.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -761906.875000 Penalty: 2937.623047
	Iteration 24Q: 3 clusters Score -761906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -761914.437500 Penalty: 2937.623047
	Iteration 25Q: 3 clusters Score -761914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -761918.250000 Penalty: 2937.623047
	Iteration 26Q: 3 clusters Score -761918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -761924.812500 Penalty: 2937.623047
	Iteration 27Q: 3 clusters Score -761924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -761927.062500 Penalty: 2937.623047
	Iteration 28Q: 3 clusters Score -761927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -761931.062500 Penalty: 2937.623047
	Iteration 29Q: 3 clusters Score -761931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -761932.875000 Penalty: 2937.623047
	Iteration 30Q: 3 clusters Score -761932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -761933.000000 Penalty: 2937.623047
	Iteration 31Q: 3 clusters Score -761933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -761934.375000 Penalty: 2937.623047
	Iteration 32Q: 3 clusters Score -761934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -761934.437500 Penalty: 2937.623047
	Iteration 33Q: 3 clusters Score -761934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -761935.125000 Penalty: 2937.623047
	Iteration 34Q: 3 clusters Score -761935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -761937.187500 Penalty: 2937.623047
	Iteration 35Q: 3 clusters Score -761937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -761939.062500 Penalty: 2937.623047
	Iteration 36Q: 3 clusters Score -761939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -761942.250000 Penalty: 2937.623047
	Iteration 37Q: 3 clusters Score -761942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -761941.875000 Penalty: 2937.623047
	Iteration 38Q: 3 clusters Score -761941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -761944.437500 Penalty: 2937.623047
	Iteration 39Q: 3 clusters Score -761944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -761942.812500 Penalty: 2937.623047
	Iteration 40F: 3 clusters Score -761942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -761944.625000 Penalty: 2937.623047
	Iteration 41Q: 3 clusters Score -761944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -761944.062500 Penalty: 2937.623047
	Iteration 42Q: 3 clusters Score -761944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -761944.625000 Penalty: 2937.623047
	Iteration 43Q: 3 clusters Score -761944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -761944.625000 Penalty: 2937.623047
	Iteration 44F: 3 clusters Score -761944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -606651.187500 Penalty: 1450.451050
	Iteration 0F: 2 clusters Score -606651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -601113.812500 Penalty: 2900.902100
	Iteration 0F: 3 clusters Score -601113.8 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -603016.375000 Penalty: 2900.902100
	Iteration 1F: 3 clusters Score -603016.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -603646.375000 Penalty: 2900.902100
	Iteration 2F: 3 clusters Score -603646.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -604574.687500 Penalty: 2900.902100
	Iteration 3F: 3 clusters Score -604574.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -605703.000000 Penalty: 2900.902100
	Iteration 4F: 3 clusters Score -605703 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -606972.500000 Penalty: 2900.902100
	Iteration 5F: 3 clusters Score -606972.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -608097.250000 Penalty: 2900.902100
	Iteration 6F: 3 clusters Score -608097.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -608582.312500 Penalty: 2900.902100
	Iteration 7F: 3 clusters Score -608582.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -608767.812500 Penalty: 2900.902100
	Iteration 8Q: 3 clusters Score -608767.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -608864.125000 Penalty: 2900.902100
	Iteration 9Q: 3 clusters Score -608864.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -608926.687500 Penalty: 2900.902100
	Iteration 10Q: 3 clusters Score -608926.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -609025.375000 Penalty: 2900.902100
	Iteration 11Q: 3 clusters Score -609025.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -609215.125000 Penalty: 2900.902100
	Iteration 12Q: 3 clusters Score -609215.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -609866.187500 Penalty: 2900.902100
	Iteration 13Q: 3 clusters Score -609866.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -610693.500000 Penalty: 2900.902100
	Iteration 14Q: 3 clusters Score -610693.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -611219.937500 Penalty: 2900.902100
	Iteration 15Q: 3 clusters Score -611219.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -611301.062500 Penalty: 2900.902100
	Iteration 16Q: 3 clusters Score -611301.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -611314.625000 Penalty: 2900.902100
	Iteration 17Q: 3 clusters Score -611314.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -611322.125000 Penalty: 2900.902100
	Iteration 18Q: 3 clusters Score -611322.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -611325.312500 Penalty: 2900.902100
	Iteration 19Q: 3 clusters Score -611325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -611326.000000 Penalty: 2900.902100
	Iteration 20F: 3 clusters Score -611326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -611324.937500 Penalty: 2900.902100
	Iteration 21Q: 3 clusters Score -611324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -611326.625000 Penalty: 2900.902100
	Iteration 22Q: 3 clusters Score -611326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -611325.812500 Penalty: 2900.902100
	Iteration 23Q: 3 clusters Score -611325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -611325.812500 Penalty: 2900.902100
	Iteration 24F: 3 clusters Score -611325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 276085 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 3637 members 
Entering Unmasked Estep 
Score: -76141856.000000 Penalty: 46768.632812
Splitting cluster 9 changes total score from -76117928.000000 to -76141856.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (276085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276085 members 
Entering Unmasked Estep 
Score: -24723688.000000 Penalty: 2035.875488
	Iteration 0F: 2 clusters Score -2.472369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 137907 members 
Entering Unmasked Estep 
Score: -24541924.000000 Penalty: 4071.750977
	Iteration 0F: 3 clusters Score -2.454192e+07 nChanged 134476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 141101 members 
Entering Unmasked Estep 
Score: -24626538.000000 Penalty: 4071.750977
	Iteration 1F: 3 clusters Score -2.462654e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -24636326.000000 Penalty: 4071.750977
	Iteration 2F: 3 clusters Score -2.463633e+07 nChanged 21337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -24654154.000000 Penalty: 4071.750977
	Iteration 3F: 3 clusters Score -2.465415e+07 nChanged 26224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -24677422.000000 Penalty: 4071.750977
	Iteration 4F: 3 clusters Score -2.467742e+07 nChanged 25002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -24696126.000000 Penalty: 4071.750977
	Iteration 5F: 3 clusters Score -2.469613e+07 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 185617 members 
Entering Unmasked Estep 
Score: -24707262.000000 Penalty: 4071.750977
	Iteration 6F: 3 clusters Score -2.470726e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -24712888.000000 Penalty: 4071.750977
	Iteration 7Q: 3 clusters Score -2.471289e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 196007 members 
Entering Unmasked Estep 
Score: -24716446.000000 Penalty: 4071.750977
	Iteration 8Q: 3 clusters Score -2.471645e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 199727 members 
Entering Unmasked Estep 
Score: -24720036.000000 Penalty: 4071.750977
	Iteration 9Q: 3 clusters Score -2.472004e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 202801 members 
Entering Unmasked Estep 
Score: -24724188.000000 Penalty: 4071.750977
	Iteration 10Q: 3 clusters Score -2.472419e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 205058 members 
Entering Unmasked Estep 
Score: -24729446.000000 Penalty: 4071.750977
	Iteration 11Q: 3 clusters Score -2.472945e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 206335 members 
Entering Unmasked Estep 
Score: -24735476.000000 Penalty: 4071.750977
	Iteration 12Q: 3 clusters Score -2.473548e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 206416 members 
Entering Unmasked Estep 
Score: -24741168.000000 Penalty: 4071.750977
	Iteration 13Q: 3 clusters Score -2.474117e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 205428 members 
Entering Unmasked Estep 
Score: -24745430.000000 Penalty: 4071.750977
	Iteration 14Q: 3 clusters Score -2.474543e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 203536 members 
Entering Unmasked Estep 
Score: -24748564.000000 Penalty: 4071.750977
	Iteration 15Q: 3 clusters Score -2.474856e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 201048 members 
Entering Unmasked Estep 
Score: -24751188.000000 Penalty: 4071.750977
	Iteration 16Q: 3 clusters Score -2.475119e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 198439 members 
Entering Unmasked Estep 
Score: -24752658.000000 Penalty: 4071.750977
	Iteration 17Q: 3 clusters Score -2.475266e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 195926 members 
Entering Unmasked Estep 
Score: -24753924.000000 Penalty: 4071.750977
	Iteration 18Q: 3 clusters Score -2.475392e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 193650 members 
Entering Unmasked Estep 
Score: -24754870.000000 Penalty: 4071.750977
	Iteration 19Q: 3 clusters Score -2.475487e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -24755330.000000 Penalty: 4071.750977
	Iteration 20F: 3 clusters Score -2.475533e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -24755826.000000 Penalty: 4071.750977
	Iteration 21Q: 3 clusters Score -2.475583e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 188767 members 
Entering Unmasked Estep 
Score: -24755928.000000 Penalty: 4071.750977
	Iteration 22Q: 3 clusters Score -2.475593e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -24756124.000000 Penalty: 4071.750977
	Iteration 23Q: 3 clusters Score -2.475612e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -24756328.000000 Penalty: 4071.750977
	Iteration 24Q: 3 clusters Score -2.475633e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 186222 members 
Entering Unmasked Estep 
Score: -24756398.000000 Penalty: 4071.750977
	Iteration 25Q: 3 clusters Score -2.47564e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 185702 members 
Entering Unmasked Estep 
Score: -24756546.000000 Penalty: 4071.750977
	Iteration 26Q: 3 clusters Score -2.475655e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 185286 members 
Entering Unmasked Estep 
Score: -24756512.000000 Penalty: 4071.750977
	Iteration 27Q: 3 clusters Score -2.475651e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 184958 members 
Entering Unmasked Estep 
Score: -24756564.000000 Penalty: 4071.750977
	Iteration 28Q: 3 clusters Score -2.475656e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -24756572.000000 Penalty: 4071.750977
	Iteration 29Q: 3 clusters Score -2.475657e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 184453 members 
Entering Unmasked Estep 
Score: -24756632.000000 Penalty: 4071.750977
	Iteration 30Q: 3 clusters Score -2.475663e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 184274 members 
Entering Unmasked Estep 
Score: -24756624.000000 Penalty: 4071.750977
	Iteration 31Q: 3 clusters Score -2.475662e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -24756606.000000 Penalty: 4071.750977
	Iteration 32Q: 3 clusters Score -2.475661e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 183984 members 
Entering Unmasked Estep 
Score: -24756586.000000 Penalty: 4071.750977
	Iteration 33Q: 3 clusters Score -2.475659e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -24756630.000000 Penalty: 4071.750977
	Iteration 34Q: 3 clusters Score -2.475663e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 183806 members 
Entering Unmasked Estep 
Score: -24756610.000000 Penalty: 4071.750977
	Iteration 35Q: 3 clusters Score -2.475661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 183740 members 
Entering Unmasked Estep 
Score: -24756594.000000 Penalty: 4071.750977
	Iteration 36Q: 3 clusters Score -2.475659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 183679 members 
Entering Unmasked Estep 
Score: -24756550.000000 Penalty: 4071.750977
	Iteration 37Q: 3 clusters Score -2.475655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -24756578.000000 Penalty: 4071.750977
	Iteration 38Q: 3 clusters Score -2.475658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 183609 members 
Entering Unmasked Estep 
Score: -24756602.000000 Penalty: 4071.750977
	Iteration 39Q: 3 clusters Score -2.47566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 183578 members 
Entering Unmasked Estep 
Score: -24756588.000000 Penalty: 4071.750977
	Iteration 40F: 3 clusters Score -2.475659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -24756576.000000 Penalty: 4071.750977
	Iteration 41Q: 3 clusters Score -2.475658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
Score: -24756586.000000 Penalty: 4071.750977
	Iteration 42Q: 3 clusters Score -2.475659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -24756594.000000 Penalty: 4071.750977
	Iteration 43Q: 3 clusters Score -2.475659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 183524 members 
Entering Unmasked Estep 
Score: -24756596.000000 Penalty: 4071.750977
	Iteration 44Q: 3 clusters Score -2.47566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -24756592.000000 Penalty: 4071.750977
	Iteration 45Q: 3 clusters Score -2.475659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 183514 members 
Entering Unmasked Estep 
Score: -24756604.000000 Penalty: 4071.750977
	Iteration 46Q: 3 clusters Score -2.47566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 183507 members 
Entering Unmasked Estep 
Score: -24756604.000000 Penalty: 4071.750977
	Iteration 47Q: 3 clusters Score -2.47566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -24756608.000000 Penalty: 4071.750977
	Iteration 48Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -24756610.000000 Penalty: 4071.750977
	Iteration 49Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 183501 members 
Entering Unmasked Estep 
Score: -24756610.000000 Penalty: 4071.750977
	Iteration 50Q: 3 clusters Score -2.475661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -24756620.000000 Penalty: 4071.750977
	Iteration 51Q: 3 clusters Score -2.475662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 183497 members 
Entering Unmasked Estep 
Score: -24756614.000000 Penalty: 4071.750977
	Iteration 52Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -24756620.000000 Penalty: 4071.750977
	Iteration 53Q: 3 clusters Score -2.475662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -24756620.000000 Penalty: 4071.750977
	Iteration 54Q: 3 clusters Score -2.475662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -24756612.000000 Penalty: 4071.750977
	Iteration 55Q: 3 clusters Score -2.475661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 183488 members 
Entering Unmasked Estep 
Score: -24756614.000000 Penalty: 4071.750977
	Iteration 56Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 183486 members 
Entering Unmasked Estep 
Score: -24756614.000000 Penalty: 4071.750977
	Iteration 57Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -24756620.000000 Penalty: 4071.750977
	Iteration 58Q: 3 clusters Score -2.475662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -24756614.000000 Penalty: 4071.750977
	Iteration 59Q: 3 clusters Score -2.475661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -24756610.000000 Penalty: 4071.750977
	Iteration 60F: 3 clusters Score -2.475661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -24756604.000000 Penalty: 4071.750977
	Iteration 61Q: 3 clusters Score -2.47566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 183475 members 
Entering Unmasked Estep 
Score: -24756598.000000 Penalty: 4071.750977
	Iteration 62Q: 3 clusters Score -2.47566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 183472 members 
Entering Unmasked Estep 
Score: -24756598.000000 Penalty: 4071.750977
	Iteration 63Q: 3 clusters Score -2.47566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 183469 members 
Entering Unmasked Estep 
Score: -24756600.000000 Penalty: 4071.750977
	Iteration 64Q: 3 clusters Score -2.47566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 183466 members 
Entering Unmasked Estep 
Score: -24756596.000000 Penalty: 4071.750977
	Iteration 65Q: 3 clusters Score -2.47566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -24756594.000000 Penalty: 4071.750977
	Iteration 66Q: 3 clusters Score -2.475659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 183457 members 
Entering Unmasked Estep 
Score: -24756600.000000 Penalty: 4071.750977
	Iteration 67Q: 3 clusters Score -2.47566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -24756588.000000 Penalty: 4071.750977
	Iteration 68Q: 3 clusters Score -2.475659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -24756590.000000 Penalty: 4071.750977
	Iteration 69Q: 3 clusters Score -2.475659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -24756606.000000 Penalty: 4071.750977
	Iteration 70Q: 3 clusters Score -2.475661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 183437 members 
Entering Unmasked Estep 
Score: -24756602.000000 Penalty: 4071.750977
	Iteration 71Q: 3 clusters Score -2.47566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
Score: -24756598.000000 Penalty: 4071.750977
	Iteration 72Q: 3 clusters Score -2.47566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -24756580.000000 Penalty: 4071.750977
	Iteration 73Q: 3 clusters Score -2.475658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -24756580.000000 Penalty: 4071.750977
	Iteration 74Q: 3 clusters Score -2.475658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -24756578.000000 Penalty: 4071.750977
	Iteration 75Q: 3 clusters Score -2.475658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -24756590.000000 Penalty: 4071.750977
	Iteration 76Q: 3 clusters Score -2.475659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24756588.000000 Penalty: 4071.750977
	Iteration 77Q: 3 clusters Score -2.475659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24756594.000000 Penalty: 4071.750977
	Iteration 78Q: 3 clusters Score -2.475659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24756594.000000 Penalty: 4071.750977
	Iteration 79F: 3 clusters Score -2.475659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 92663 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 67802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 183422 members 
Entering Unmasked Estep 
Score: -76174784.000000 Penalty: 48995.710938
Splitting cluster 10 changes total score from -76117928.000000 to -76174784.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (94136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Entering Unmasked Estep 
Score: -8219817.500000 Penalty: 1861.030518
	Iteration 0F: 2 clusters Score -8219818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8156803.500000 Penalty: 3722.061035
	Iteration 0F: 3 clusters Score -8156804 nChanged 45014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -8182727.500000 Penalty: 3722.061035
	Iteration 1F: 3 clusters Score -8182728 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -8183511.000000 Penalty: 3722.061035
	Iteration 2Q: 3 clusters Score -8183511 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -8184505.000000 Penalty: 3722.061035
	Iteration 3Q: 3 clusters Score -8184505 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -8185768.500000 Penalty: 3722.061035
	Iteration 4Q: 3 clusters Score -8185768 nChanged 4125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8187244.000000 Penalty: 3722.061035
	Iteration 5Q: 3 clusters Score -8187244 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8189231.500000 Penalty: 3722.061035
	Iteration 6Q: 3 clusters Score -8189232 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8191386.000000 Penalty: 3722.061035
	Iteration 7F: 3 clusters Score -8191386 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8193675.500000 Penalty: 3722.061035
	Iteration 8F: 3 clusters Score -8193676 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8195656.500000 Penalty: 3722.061035
	Iteration 9F: 3 clusters Score -8195656 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8197441.000000 Penalty: 3722.061035
	Iteration 10Q: 3 clusters Score -8197441 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -8198739.000000 Penalty: 3722.061035
	Iteration 11Q: 3 clusters Score -8198739 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8199693.500000 Penalty: 3722.061035
	Iteration 12Q: 3 clusters Score -8199694 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -8200404.000000 Penalty: 3722.061035
	Iteration 13Q: 3 clusters Score -8200404 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -8201055.500000 Penalty: 3722.061035
	Iteration 14Q: 3 clusters Score -8201056 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -8201656.500000 Penalty: 3722.061035
	Iteration 15Q: 3 clusters Score -8201656 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -8202264.500000 Penalty: 3722.061035
	Iteration 16Q: 3 clusters Score -8202264 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -8203046.500000 Penalty: 3722.061035
	Iteration 17Q: 3 clusters Score -8203046 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -8203852.000000 Penalty: 3722.061035
	Iteration 18Q: 3 clusters Score -8203852 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -8204859.500000 Penalty: 3722.061035
	Iteration 19Q: 3 clusters Score -8204860 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8205979.500000 Penalty: 3722.061035
	Iteration 20F: 3 clusters Score -8205980 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -8207380.000000 Penalty: 3722.061035
	Iteration 21Q: 3 clusters Score -8207380 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -8208899.500000 Penalty: 3722.061035
	Iteration 22Q: 3 clusters Score -8208900 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -8210557.000000 Penalty: 3722.061035
	Iteration 23Q: 3 clusters Score -8210557 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -8212174.000000 Penalty: 3722.061035
	Iteration 24Q: 3 clusters Score -8212174 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -8213481.000000 Penalty: 3722.061035
	Iteration 25Q: 3 clusters Score -8213481 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8214657.000000 Penalty: 3722.061035
	Iteration 26Q: 3 clusters Score -8214657 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -8215738.500000 Penalty: 3722.061035
	Iteration 27Q: 3 clusters Score -8215738 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8216532.000000 Penalty: 3722.061035
	Iteration 28Q: 3 clusters Score -8216532 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8217047.000000 Penalty: 3722.061035
	Iteration 29Q: 3 clusters Score -8217047 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8217410.500000 Penalty: 3722.061035
	Iteration 30Q: 3 clusters Score -8217410 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8217624.500000 Penalty: 3722.061035
	Iteration 31Q: 3 clusters Score -8217624 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8217758.000000 Penalty: 3722.061035
	Iteration 32Q: 3 clusters Score -8217758 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8217886.000000 Penalty: 3722.061035
	Iteration 33Q: 3 clusters Score -8217886 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8218004.500000 Penalty: 3722.061035
	Iteration 34Q: 3 clusters Score -8218004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8218075.000000 Penalty: 3722.061035
	Iteration 35Q: 3 clusters Score -8218075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8218168.000000 Penalty: 3722.061035
	Iteration 36Q: 3 clusters Score -8218168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8218212.500000 Penalty: 3722.061035
	Iteration 37Q: 3 clusters Score -8218212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8218246.500000 Penalty: 3722.061035
	Iteration 38Q: 3 clusters Score -8218246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8218268.500000 Penalty: 3722.061035
	Iteration 39Q: 3 clusters Score -8218268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8218295.500000 Penalty: 3722.061035
	Iteration 40F: 3 clusters Score -8218296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8218310.500000 Penalty: 3722.061035
	Iteration 41Q: 3 clusters Score -8218310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8218318.500000 Penalty: 3722.061035
	Iteration 42Q: 3 clusters Score -8218318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8218326.500000 Penalty: 3722.061035
	Iteration 43Q: 3 clusters Score -8218326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8218361.000000 Penalty: 3722.061035
	Iteration 44Q: 3 clusters Score -8218361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8218367.000000 Penalty: 3722.061035
	Iteration 45Q: 3 clusters Score -8218367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8218386.000000 Penalty: 3722.061035
	Iteration 46Q: 3 clusters Score -8218386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8218394.000000 Penalty: 3722.061035
	Iteration 47Q: 3 clusters Score -8218394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8218397.500000 Penalty: 3722.061035
	Iteration 48Q: 3 clusters Score -8218398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8218402.000000 Penalty: 3722.061035
	Iteration 49Q: 3 clusters Score -8218402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8218394.500000 Penalty: 3722.061035
	Iteration 50Q: 3 clusters Score -8218394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8218400.500000 Penalty: 3722.061035
	Iteration 51Q: 3 clusters Score -8218400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8218414.000000 Penalty: 3722.061035
	Iteration 52Q: 3 clusters Score -8218414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8218423.500000 Penalty: 3722.061035
	Iteration 53Q: 3 clusters Score -8218424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8218424.000000 Penalty: 3722.061035
	Iteration 54Q: 3 clusters Score -8218424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8218435.000000 Penalty: 3722.061035
	Iteration 55Q: 3 clusters Score -8218435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8218436.500000 Penalty: 3722.061035
	Iteration 56Q: 3 clusters Score -8218436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8218430.000000 Penalty: 3722.061035
	Iteration 57Q: 3 clusters Score -8218430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8218427.500000 Penalty: 3722.061035
	Iteration 58Q: 3 clusters Score -8218428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8218432.000000 Penalty: 3722.061035
	Iteration 59Q: 3 clusters Score -8218432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8218434.000000 Penalty: 3722.061035
	Iteration 60F: 3 clusters Score -8218434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8218442.500000 Penalty: 3722.061035
	Iteration 61Q: 3 clusters Score -8218442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8218443.500000 Penalty: 3722.061035
	Iteration 62Q: 3 clusters Score -8218444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8218448.500000 Penalty: 3722.061035
	Iteration 63Q: 3 clusters Score -8218448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8218449.500000 Penalty: 3722.061035
	Iteration 64Q: 3 clusters Score -8218450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8218450.000000 Penalty: 3722.061035
	Iteration 65Q: 3 clusters Score -8218450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8218451.000000 Penalty: 3722.061035
	Iteration 66Q: 3 clusters Score -8218451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8218449.000000 Penalty: 3722.061035
	Iteration 67Q: 3 clusters Score -8218449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8218453.000000 Penalty: 3722.061035
	Iteration 68Q: 3 clusters Score -8218453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8218451.500000 Penalty: 3722.061035
	Iteration 69Q: 3 clusters Score -8218452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8218451.000000 Penalty: 3722.061035
	Iteration 70Q: 3 clusters Score -8218451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8218456.500000 Penalty: 3722.061035
	Iteration 71Q: 3 clusters Score -8218456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8218464.500000 Penalty: 3722.061035
	Iteration 72Q: 3 clusters Score -8218464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8218463.000000 Penalty: 3722.061035
	Iteration 73Q: 3 clusters Score -8218463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8218466.000000 Penalty: 3722.061035
	Iteration 74Q: 3 clusters Score -8218466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8218463.500000 Penalty: 3722.061035
	Iteration 75Q: 3 clusters Score -8218464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8218464.500000 Penalty: 3722.061035
	Iteration 76Q: 3 clusters Score -8218464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8218466.000000 Penalty: 3722.061035
	Iteration 77Q: 3 clusters Score -8218466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8218467.500000 Penalty: 3722.061035
	Iteration 78Q: 3 clusters Score -8218468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8218467.500000 Penalty: 3722.061035
	Iteration 79F: 3 clusters Score -8218468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Entering Unmasked Estep 
Score: -3960144.250000 Penalty: 1743.725708
	Iteration 0F: 2 clusters Score -3960144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3929469.000000 Penalty: 3487.451416
	Iteration 0F: 3 clusters Score -3929469 nChanged 21425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3941446.250000 Penalty: 3487.451416
	Iteration 1F: 3 clusters Score -3941446 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3942018.750000 Penalty: 3487.451416
	Iteration 2Q: 3 clusters Score -3942019 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3942758.750000 Penalty: 3487.451416
	Iteration 3Q: 3 clusters Score -3942759 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3943795.250000 Penalty: 3487.451416
	Iteration 4F: 3 clusters Score -3943795 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3945391.500000 Penalty: 3487.451416
	Iteration 5F: 3 clusters Score -3945392 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3947714.500000 Penalty: 3487.451416
	Iteration 6F: 3 clusters Score -3947714 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3950343.250000 Penalty: 3487.451416
	Iteration 7F: 3 clusters Score -3950343 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3952762.500000 Penalty: 3487.451416
	Iteration 8F: 3 clusters Score -3952762 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -3954581.750000 Penalty: 3487.451416
	Iteration 9F: 3 clusters Score -3954582 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -3955815.500000 Penalty: 3487.451416
	Iteration 10Q: 3 clusters Score -3955816 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -3956693.250000 Penalty: 3487.451416
	Iteration 11Q: 3 clusters Score -3956693 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -3957373.750000 Penalty: 3487.451416
	Iteration 12Q: 3 clusters Score -3957374 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -3957867.000000 Penalty: 3487.451416
	Iteration 13Q: 3 clusters Score -3957867 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -3958207.750000 Penalty: 3487.451416
	Iteration 14Q: 3 clusters Score -3958208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -3958391.500000 Penalty: 3487.451416
	Iteration 15Q: 3 clusters Score -3958392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -3958514.750000 Penalty: 3487.451416
	Iteration 16Q: 3 clusters Score -3958515 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -3958578.250000 Penalty: 3487.451416
	Iteration 17Q: 3 clusters Score -3958578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -3958615.250000 Penalty: 3487.451416
	Iteration 18Q: 3 clusters Score -3958615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -3958636.750000 Penalty: 3487.451416
	Iteration 19Q: 3 clusters Score -3958637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -3958653.000000 Penalty: 3487.451416
	Iteration 20F: 3 clusters Score -3958653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -3958667.500000 Penalty: 3487.451416
	Iteration 21Q: 3 clusters Score -3958668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -3958685.250000 Penalty: 3487.451416
	Iteration 22Q: 3 clusters Score -3958685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -3958704.500000 Penalty: 3487.451416
	Iteration 23Q: 3 clusters Score -3958704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -3958708.000000 Penalty: 3487.451416
	Iteration 24Q: 3 clusters Score -3958708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -3958720.000000 Penalty: 3487.451416
	Iteration 25Q: 3 clusters Score -3958720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -3958720.500000 Penalty: 3487.451416
	Iteration 26Q: 3 clusters Score -3958720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -3958722.250000 Penalty: 3487.451416
	Iteration 27Q: 3 clusters Score -3958722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -3958728.750000 Penalty: 3487.451416
	Iteration 28Q: 3 clusters Score -3958729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -3958736.250000 Penalty: 3487.451416
	Iteration 29Q: 3 clusters Score -3958736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -3958737.750000 Penalty: 3487.451416
	Iteration 30Q: 3 clusters Score -3958738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -3958749.500000 Penalty: 3487.451416
	Iteration 31Q: 3 clusters Score -3958750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -3958752.000000 Penalty: 3487.451416
	Iteration 32Q: 3 clusters Score -3958752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -3958758.500000 Penalty: 3487.451416
	Iteration 33Q: 3 clusters Score -3958758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -3958753.250000 Penalty: 3487.451416
	Iteration 34Q: 3 clusters Score -3958753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -3958750.250000 Penalty: 3487.451416
	Iteration 35Q: 3 clusters Score -3958750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -3958754.000000 Penalty: 3487.451416
	Iteration 36Q: 3 clusters Score -3958754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -3958762.750000 Penalty: 3487.451416
	Iteration 37Q: 3 clusters Score -3958763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -3958758.000000 Penalty: 3487.451416
	Iteration 38Q: 3 clusters Score -3958758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -3958764.000000 Penalty: 3487.451416
	Iteration 39Q: 3 clusters Score -3958764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -3958765.250000 Penalty: 3487.451416
	Iteration 40F: 3 clusters Score -3958765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -3958776.250000 Penalty: 3487.451416
	Iteration 41Q: 3 clusters Score -3958776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -3958775.750000 Penalty: 3487.451416
	Iteration 42Q: 3 clusters Score -3958776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -3958778.000000 Penalty: 3487.451416
	Iteration 43Q: 3 clusters Score -3958778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -3958781.250000 Penalty: 3487.451416
	Iteration 44Q: 3 clusters Score -3958781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -3958775.500000 Penalty: 3487.451416
	Iteration 45Q: 3 clusters Score -3958776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -3958776.000000 Penalty: 3487.451416
	Iteration 46Q: 3 clusters Score -3958776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -3958776.000000 Penalty: 3487.451416
	Iteration 47F: 3 clusters Score -3958776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Entering Unmasked Estep 
Score: -5773872.000000 Penalty: 1807.706299
	Iteration 0F: 2 clusters Score -5773872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5728741.500000 Penalty: 3615.412598
	Iteration 0F: 3 clusters Score -5728742 nChanged 31968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -5747720.500000 Penalty: 3615.412598
	Iteration 1F: 3 clusters Score -5747720 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5748913.500000 Penalty: 3615.412598
	Iteration 2Q: 3 clusters Score -5748914 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -5750491.500000 Penalty: 3615.412598
	Iteration 3Q: 3 clusters Score -5750492 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5752478.000000 Penalty: 3615.412598
	Iteration 4F: 3 clusters Score -5752478 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5754754.500000 Penalty: 3615.412598
	Iteration 5F: 3 clusters Score -5754754 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5757396.000000 Penalty: 3615.412598
	Iteration 6F: 3 clusters Score -5757396 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5759888.500000 Penalty: 3615.412598
	Iteration 7F: 3 clusters Score -5759888 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5761852.500000 Penalty: 3615.412598
	Iteration 8F: 3 clusters Score -5761852 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5763165.000000 Penalty: 3615.412598
	Iteration 9Q: 3 clusters Score -5763165 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5763960.500000 Penalty: 3615.412598
	Iteration 10Q: 3 clusters Score -5763960 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5764492.000000 Penalty: 3615.412598
	Iteration 11Q: 3 clusters Score -5764492 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5764922.000000 Penalty: 3615.412598
	Iteration 12Q: 3 clusters Score -5764922 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5765235.000000 Penalty: 3615.412598
	Iteration 13Q: 3 clusters Score -5765235 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5765619.000000 Penalty: 3615.412598
	Iteration 14Q: 3 clusters Score -5765619 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5765934.000000 Penalty: 3615.412598
	Iteration 15Q: 3 clusters Score -5765934 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5766287.500000 Penalty: 3615.412598
	Iteration 16Q: 3 clusters Score -5766288 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5766637.500000 Penalty: 3615.412598
	Iteration 17Q: 3 clusters Score -5766638 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5767026.000000 Penalty: 3615.412598
	Iteration 18Q: 3 clusters Score -5767026 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5767474.000000 Penalty: 3615.412598
	Iteration 19Q: 3 clusters Score -5767474 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5767873.000000 Penalty: 3615.412598
	Iteration 20F: 3 clusters Score -5767873 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5768329.000000 Penalty: 3615.412598
	Iteration 21Q: 3 clusters Score -5768329 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5768909.500000 Penalty: 3615.412598
	Iteration 22Q: 3 clusters Score -5768910 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -5769546.500000 Penalty: 3615.412598
	Iteration 23Q: 3 clusters Score -5769546 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5770091.500000 Penalty: 3615.412598
	Iteration 24Q: 3 clusters Score -5770092 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -5770672.000000 Penalty: 3615.412598
	Iteration 25Q: 3 clusters Score -5770672 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -5771141.000000 Penalty: 3615.412598
	Iteration 26Q: 3 clusters Score -5771141 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -5771641.000000 Penalty: 3615.412598
	Iteration 27Q: 3 clusters Score -5771641 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5772137.500000 Penalty: 3615.412598
	Iteration 28Q: 3 clusters Score -5772138 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5772518.500000 Penalty: 3615.412598
	Iteration 29Q: 3 clusters Score -5772518 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5772807.500000 Penalty: 3615.412598
	Iteration 30Q: 3 clusters Score -5772808 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -5773122.000000 Penalty: 3615.412598
	Iteration 31Q: 3 clusters Score -5773122 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -5773317.500000 Penalty: 3615.412598
	Iteration 32Q: 3 clusters Score -5773318 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5773459.000000 Penalty: 3615.412598
	Iteration 33Q: 3 clusters Score -5773459 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5773592.500000 Penalty: 3615.412598
	Iteration 34Q: 3 clusters Score -5773592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -5773705.000000 Penalty: 3615.412598
	Iteration 35Q: 3 clusters Score -5773705 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5773817.000000 Penalty: 3615.412598
	Iteration 36Q: 3 clusters Score -5773817 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -5773991.000000 Penalty: 3615.412598
	Iteration 37Q: 3 clusters Score -5773991 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -5774259.500000 Penalty: 3615.412598
	Iteration 38Q: 3 clusters Score -5774260 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5774579.000000 Penalty: 3615.412598
	Iteration 39Q: 3 clusters Score -5774579 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5775126.000000 Penalty: 3615.412598
	Iteration 40F: 3 clusters Score -5775126 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5776102.000000 Penalty: 3615.412598
	Iteration 41Q: 3 clusters Score -5776102 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5777820.500000 Penalty: 3615.412598
	Iteration 42Q: 3 clusters Score -5777820 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5780352.000000 Penalty: 3615.412598
	Iteration 43Q: 3 clusters Score -5780352 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -5783198.500000 Penalty: 3615.412598
	Iteration 44Q: 3 clusters Score -5783198 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5785234.500000 Penalty: 3615.412598
	Iteration 45Q: 3 clusters Score -5785234 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -5786341.500000 Penalty: 3615.412598
	Iteration 46Q: 3 clusters Score -5786342 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5786852.000000 Penalty: 3615.412598
	Iteration 47Q: 3 clusters Score -5786852 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5786999.500000 Penalty: 3615.412598
	Iteration 48Q: 3 clusters Score -5787000 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5787040.500000 Penalty: 3615.412598
	Iteration 49Q: 3 clusters Score -5787040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5787069.000000 Penalty: 3615.412598
	Iteration 50Q: 3 clusters Score -5787069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -5787071.500000 Penalty: 3615.412598
	Iteration 51Q: 3 clusters Score -5787072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5787083.000000 Penalty: 3615.412598
	Iteration 52Q: 3 clusters Score -5787083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -5787087.500000 Penalty: 3615.412598
	Iteration 53Q: 3 clusters Score -5787088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5787082.000000 Penalty: 3615.412598
	Iteration 54Q: 3 clusters Score -5787082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5787078.500000 Penalty: 3615.412598
	Iteration 55Q: 3 clusters Score -5787078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5787074.500000 Penalty: 3615.412598
	Iteration 56Q: 3 clusters Score -5787074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5787077.500000 Penalty: 3615.412598
	Iteration 57Q: 3 clusters Score -5787078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5787075.000000 Penalty: 3615.412598
	Iteration 58Q: 3 clusters Score -5787075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5787071.000000 Penalty: 3615.412598
	Iteration 59Q: 3 clusters Score -5787071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5787441.500000 Penalty: 3615.412598
	Iteration 60F: 3 clusters Score -5787442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5787560.000000 Penalty: 3615.412598
	Iteration 61Q: 3 clusters Score -5787560 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5787579.500000 Penalty: 3615.412598
	Iteration 62Q: 3 clusters Score -5787580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5787583.500000 Penalty: 3615.412598
	Iteration 63Q: 3 clusters Score -5787584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5787593.500000 Penalty: 3615.412598
	Iteration 64Q: 3 clusters Score -5787594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5787590.500000 Penalty: 3615.412598
	Iteration 65Q: 3 clusters Score -5787590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5787579.000000 Penalty: 3615.412598
	Iteration 66Q: 3 clusters Score -5787579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5787580.500000 Penalty: 3615.412598
	Iteration 67Q: 3 clusters Score -5787580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5787578.500000 Penalty: 3615.412598
	Iteration 68Q: 3 clusters Score -5787578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5787578.500000 Penalty: 3615.412598
	Iteration 69Q: 3 clusters Score -5787578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5787586.000000 Penalty: 3615.412598
	Iteration 70Q: 3 clusters Score -5787586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5787580.000000 Penalty: 3615.412598
	Iteration 71Q: 3 clusters Score -5787580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5787582.500000 Penalty: 3615.412598
	Iteration 72Q: 3 clusters Score -5787582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -5787585.500000 Penalty: 3615.412598
	Iteration 73Q: 3 clusters Score -5787586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5787583.500000 Penalty: 3615.412598
	Iteration 74Q: 3 clusters Score -5787584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5787583.500000 Penalty: 3615.412598
	Iteration 75F: 3 clusters Score -5787584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 92663 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 48802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 183422 members 
Mstep: Class 23 contains 19000 members 
Entering Unmasked Estep 
Score: -76187760.000000 Penalty: 51222.789062
Splitting cluster 13 changes total score from -76117928.000000 to -76187760.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -703273.500000 Penalty: 1462.377930
	Iteration 0F: 2 clusters Score -703273.5 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 4035 members 
Entering Unmasked Estep 
Score: -697294.687500 Penalty: 2924.755859
	Iteration 0F: 3 clusters Score -697294.7 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -699285.187500 Penalty: 2924.755859
	Iteration 1F: 3 clusters Score -699285.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -699638.812500 Penalty: 2924.755859
	Iteration 2F: 3 clusters Score -699638.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -700070.875000 Penalty: 2924.755859
	Iteration 3F: 3 clusters Score -700070.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -700517.750000 Penalty: 2924.755859
	Iteration 4F: 3 clusters Score -700517.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -700944.437500 Penalty: 2924.755859
	Iteration 5F: 3 clusters Score -700944.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -701327.000000 Penalty: 2924.755859
	Iteration 6F: 3 clusters Score -701327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -701657.375000 Penalty: 2924.755859
	Iteration 7F: 3 clusters Score -701657.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -701909.250000 Penalty: 2924.755859
	Iteration 8Q: 3 clusters Score -701909.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -702087.562500 Penalty: 2924.755859
	Iteration 9Q: 3 clusters Score -702087.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -702222.000000 Penalty: 2924.755859
	Iteration 10Q: 3 clusters Score -702222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -702316.000000 Penalty: 2924.755859
	Iteration 11Q: 3 clusters Score -702316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -702397.437500 Penalty: 2924.755859
	Iteration 12Q: 3 clusters Score -702397.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -702463.250000 Penalty: 2924.755859
	Iteration 13Q: 3 clusters Score -702463.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -702495.312500 Penalty: 2924.755859
	Iteration 14Q: 3 clusters Score -702495.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -702518.500000 Penalty: 2924.755859
	Iteration 15Q: 3 clusters Score -702518.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -702544.375000 Penalty: 2924.755859
	Iteration 16Q: 3 clusters Score -702544.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -702567.000000 Penalty: 2924.755859
	Iteration 17Q: 3 clusters Score -702567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -702597.750000 Penalty: 2924.755859
	Iteration 18Q: 3 clusters Score -702597.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -702631.625000 Penalty: 2924.755859
	Iteration 19Q: 3 clusters Score -702631.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -702654.125000 Penalty: 2924.755859
	Iteration 20F: 3 clusters Score -702654.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -702665.875000 Penalty: 2924.755859
	Iteration 21Q: 3 clusters Score -702665.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -702674.187500 Penalty: 2924.755859
	Iteration 22Q: 3 clusters Score -702674.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -702677.875000 Penalty: 2924.755859
	Iteration 23Q: 3 clusters Score -702677.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -702682.750000 Penalty: 2924.755859
	Iteration 24Q: 3 clusters Score -702682.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -702687.312500 Penalty: 2924.755859
	Iteration 25Q: 3 clusters Score -702687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -702691.000000 Penalty: 2924.755859
	Iteration 26Q: 3 clusters Score -702691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -702695.437500 Penalty: 2924.755859
	Iteration 27Q: 3 clusters Score -702695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -702697.750000 Penalty: 2924.755859
	Iteration 28Q: 3 clusters Score -702697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -702702.750000 Penalty: 2924.755859
	Iteration 29Q: 3 clusters Score -702702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -702708.562500 Penalty: 2924.755859
	Iteration 30Q: 3 clusters Score -702708.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -702719.875000 Penalty: 2924.755859
	Iteration 31Q: 3 clusters Score -702719.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -702728.250000 Penalty: 2924.755859
	Iteration 32Q: 3 clusters Score -702728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -702732.750000 Penalty: 2924.755859
	Iteration 33Q: 3 clusters Score -702732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -702735.375000 Penalty: 2924.755859
	Iteration 34Q: 3 clusters Score -702735.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -702739.250000 Penalty: 2924.755859
	Iteration 35Q: 3 clusters Score -702739.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -702744.000000 Penalty: 2924.755859
	Iteration 36Q: 3 clusters Score -702744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -702746.375000 Penalty: 2924.755859
	Iteration 37Q: 3 clusters Score -702746.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -702749.937500 Penalty: 2924.755859
	Iteration 38Q: 3 clusters Score -702749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -702752.500000 Penalty: 2924.755859
	Iteration 39Q: 3 clusters Score -702752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -702754.437500 Penalty: 2924.755859
	Iteration 40F: 3 clusters Score -702754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -702753.812500 Penalty: 2924.755859
	Iteration 41Q: 3 clusters Score -702753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -702754.750000 Penalty: 2924.755859
	Iteration 42Q: 3 clusters Score -702754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -702753.562500 Penalty: 2924.755859
	Iteration 43Q: 3 clusters Score -702753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -702754.875000 Penalty: 2924.755859
	Iteration 44Q: 3 clusters Score -702754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -702756.250000 Penalty: 2924.755859
	Iteration 45Q: 3 clusters Score -702756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -702756.375000 Penalty: 2924.755859
	Iteration 46Q: 3 clusters Score -702756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -702755.187500 Penalty: 2924.755859
	Iteration 47Q: 3 clusters Score -702755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -702755.187500 Penalty: 2924.755859
	Iteration 48F: 3 clusters Score -702755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Entering Unmasked Estep 
Score: -3303277.750000 Penalty: 1718.657837
	Iteration 0F: 2 clusters Score -3303278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3277023.000000 Penalty: 3437.315674
	Iteration 0F: 3 clusters Score -3277023 nChanged 18164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3287258.750000 Penalty: 3437.315674
	Iteration 1F: 3 clusters Score -3287259 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3287800.500000 Penalty: 3437.315674
	Iteration 2Q: 3 clusters Score -3287800 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3288438.500000 Penalty: 3437.315674
	Iteration 3Q: 3 clusters Score -3288438 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3289145.000000 Penalty: 3437.315674
	Iteration 4Q: 3 clusters Score -3289145 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3290020.750000 Penalty: 3437.315674
	Iteration 5Q: 3 clusters Score -3290021 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3291103.500000 Penalty: 3437.315674
	Iteration 6Q: 3 clusters Score -3291104 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3292273.750000 Penalty: 3437.315674
	Iteration 7F: 3 clusters Score -3292274 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3293615.250000 Penalty: 3437.315674
	Iteration 8F: 3 clusters Score -3293615 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3295083.750000 Penalty: 3437.315674
	Iteration 9F: 3 clusters Score -3295084 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3296185.250000 Penalty: 3437.315674
	Iteration 10Q: 3 clusters Score -3296185 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3297049.000000 Penalty: 3437.315674
	Iteration 11Q: 3 clusters Score -3297049 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3297816.250000 Penalty: 3437.315674
	Iteration 12Q: 3 clusters Score -3297816 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3299079.250000 Penalty: 3437.315674
	Iteration 13Q: 3 clusters Score -3299079 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3302567.500000 Penalty: 3437.315674
	Iteration 14Q: 3 clusters Score -3302568 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3310879.750000 Penalty: 3437.315674
	Iteration 15Q: 3 clusters Score -3310880 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3316562.500000 Penalty: 3437.315674
	Iteration 16F: 3 clusters Score -3316562 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3320756.500000 Penalty: 3437.315674
	Iteration 17F: 3 clusters Score -3320756 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3324986.500000 Penalty: 3437.315674
	Iteration 18F: 3 clusters Score -3324986 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3329083.750000 Penalty: 3437.315674
	Iteration 19F: 3 clusters Score -3329084 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3333769.000000 Penalty: 3437.315674
	Iteration 20F: 3 clusters Score -3333769 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3336295.750000 Penalty: 3437.315674
	Iteration 21Q: 3 clusters Score -3336296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3336397.250000 Penalty: 3437.315674
	Iteration 22Q: 3 clusters Score -3336397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3336397.000000 Penalty: 3437.315674
	Iteration 23Q: 3 clusters Score -3336397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3336396.750000 Penalty: 3437.315674
	Iteration 24Q: 3 clusters Score -3336397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3336396.750000 Penalty: 3437.315674
	Iteration 25F: 3 clusters Score -3336397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 92663 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 48802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 183422 members 
Mstep: Class 23 contains 19000 members 
Mstep: Class 24 contains 26291 members 
Entering Unmasked Estep 
Score: -76221328.000000 Penalty: 53449.867188
Splitting cluster 15 changes total score from -76117928.000000 to -76221328.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (87198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Entering Unmasked Estep 
Score: -7761895.000000 Penalty: 1848.589722
	Iteration 0F: 2 clusters Score -7761895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -7703577.500000 Penalty: 3697.179443
	Iteration 0F: 3 clusters Score -7703578 nChanged 41664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -7728509.000000 Penalty: 3697.179443
	Iteration 1F: 3 clusters Score -7728509 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -7729882.500000 Penalty: 3697.179443
	Iteration 2Q: 3 clusters Score -7729882 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -7731726.000000 Penalty: 3697.179443
	Iteration 3Q: 3 clusters Score -7731726 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -7734168.500000 Penalty: 3697.179443
	Iteration 4F: 3 clusters Score -7734168 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -7737342.000000 Penalty: 3697.179443
	Iteration 5F: 3 clusters Score -7737342 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -7740939.000000 Penalty: 3697.179443
	Iteration 6F: 3 clusters Score -7740939 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -7744479.500000 Penalty: 3697.179443
	Iteration 7F: 3 clusters Score -7744480 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -7747151.000000 Penalty: 3697.179443
	Iteration 8F: 3 clusters Score -7747151 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -7748788.500000 Penalty: 3697.179443
	Iteration 9Q: 3 clusters Score -7748788 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -7749573.000000 Penalty: 3697.179443
	Iteration 10Q: 3 clusters Score -7749573 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -7749979.000000 Penalty: 3697.179443
	Iteration 11Q: 3 clusters Score -7749979 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -7750113.000000 Penalty: 3697.179443
	Iteration 12Q: 3 clusters Score -7750113 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -7750227.500000 Penalty: 3697.179443
	Iteration 13Q: 3 clusters Score -7750228 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -7750347.500000 Penalty: 3697.179443
	Iteration 14Q: 3 clusters Score -7750348 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -7750412.500000 Penalty: 3697.179443
	Iteration 15Q: 3 clusters Score -7750412 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -7750517.000000 Penalty: 3697.179443
	Iteration 16Q: 3 clusters Score -7750517 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -7750518.500000 Penalty: 3697.179443
	Iteration 17Q: 3 clusters Score -7750518 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7750611.500000 Penalty: 3697.179443
	Iteration 18Q: 3 clusters Score -7750612 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -7750724.500000 Penalty: 3697.179443
	Iteration 19Q: 3 clusters Score -7750724 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -7750733.500000 Penalty: 3697.179443
	Iteration 20F: 3 clusters Score -7750734 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7750781.500000 Penalty: 3697.179443
	Iteration 21Q: 3 clusters Score -7750782 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -7750813.500000 Penalty: 3697.179443
	Iteration 22Q: 3 clusters Score -7750814 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7750865.000000 Penalty: 3697.179443
	Iteration 23Q: 3 clusters Score -7750865 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7750952.000000 Penalty: 3697.179443
	Iteration 24Q: 3 clusters Score -7750952 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7751062.000000 Penalty: 3697.179443
	Iteration 25Q: 3 clusters Score -7751062 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7751103.500000 Penalty: 3697.179443
	Iteration 26Q: 3 clusters Score -7751104 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7751138.500000 Penalty: 3697.179443
	Iteration 27Q: 3 clusters Score -7751138 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7751193.000000 Penalty: 3697.179443
	Iteration 28Q: 3 clusters Score -7751193 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7751250.500000 Penalty: 3697.179443
	Iteration 29Q: 3 clusters Score -7751250 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7751344.500000 Penalty: 3697.179443
	Iteration 30Q: 3 clusters Score -7751344 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -7751393.500000 Penalty: 3697.179443
	Iteration 31Q: 3 clusters Score -7751394 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -7751439.500000 Penalty: 3697.179443
	Iteration 32Q: 3 clusters Score -7751440 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7751495.000000 Penalty: 3697.179443
	Iteration 33Q: 3 clusters Score -7751495 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -7751552.000000 Penalty: 3697.179443
	Iteration 34Q: 3 clusters Score -7751552 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -7751630.000000 Penalty: 3697.179443
	Iteration 35Q: 3 clusters Score -7751630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -7751695.500000 Penalty: 3697.179443
	Iteration 36Q: 3 clusters Score -7751696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7751750.500000 Penalty: 3697.179443
	Iteration 37Q: 3 clusters Score -7751750 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -7751816.500000 Penalty: 3697.179443
	Iteration 38Q: 3 clusters Score -7751816 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -7751935.500000 Penalty: 3697.179443
	Iteration 39Q: 3 clusters Score -7751936 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -7752081.500000 Penalty: 3697.179443
	Iteration 40F: 3 clusters Score -7752082 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7752172.000000 Penalty: 3697.179443
	Iteration 41Q: 3 clusters Score -7752172 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7752304.000000 Penalty: 3697.179443
	Iteration 42Q: 3 clusters Score -7752304 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -7752420.500000 Penalty: 3697.179443
	Iteration 43Q: 3 clusters Score -7752420 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -7752510.500000 Penalty: 3697.179443
	Iteration 44Q: 3 clusters Score -7752510 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -7752681.000000 Penalty: 3697.179443
	Iteration 45Q: 3 clusters Score -7752681 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7752830.500000 Penalty: 3697.179443
	Iteration 46Q: 3 clusters Score -7752830 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -7753018.000000 Penalty: 3697.179443
	Iteration 47Q: 3 clusters Score -7753018 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -7753209.000000 Penalty: 3697.179443
	Iteration 48Q: 3 clusters Score -7753209 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -7753401.500000 Penalty: 3697.179443
	Iteration 49Q: 3 clusters Score -7753402 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -7753640.000000 Penalty: 3697.179443
	Iteration 50Q: 3 clusters Score -7753640 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7753834.500000 Penalty: 3697.179443
	Iteration 51Q: 3 clusters Score -7753834 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -7754096.000000 Penalty: 3697.179443
	Iteration 52Q: 3 clusters Score -7754096 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -7754363.000000 Penalty: 3697.179443
	Iteration 53Q: 3 clusters Score -7754363 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -7754609.000000 Penalty: 3697.179443
	Iteration 54Q: 3 clusters Score -7754609 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -7754838.000000 Penalty: 3697.179443
	Iteration 55Q: 3 clusters Score -7754838 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -7755197.000000 Penalty: 3697.179443
	Iteration 56Q: 3 clusters Score -7755197 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -7755474.000000 Penalty: 3697.179443
	Iteration 57Q: 3 clusters Score -7755474 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -7755822.500000 Penalty: 3697.179443
	Iteration 58Q: 3 clusters Score -7755822 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -7756108.000000 Penalty: 3697.179443
	Iteration 59Q: 3 clusters Score -7756108 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -7756439.000000 Penalty: 3697.179443
	Iteration 60F: 3 clusters Score -7756439 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -7756791.500000 Penalty: 3697.179443
	Iteration 61Q: 3 clusters Score -7756792 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -7757157.000000 Penalty: 3697.179443
	Iteration 62Q: 3 clusters Score -7757157 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -7757493.500000 Penalty: 3697.179443
	Iteration 63Q: 3 clusters Score -7757494 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7757815.500000 Penalty: 3697.179443
	Iteration 64Q: 3 clusters Score -7757816 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7758144.500000 Penalty: 3697.179443
	Iteration 65Q: 3 clusters Score -7758144 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -7758416.500000 Penalty: 3697.179443
	Iteration 66Q: 3 clusters Score -7758416 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -7758722.000000 Penalty: 3697.179443
	Iteration 67Q: 3 clusters Score -7758722 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7758942.500000 Penalty: 3697.179443
	Iteration 68Q: 3 clusters Score -7758942 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7759161.500000 Penalty: 3697.179443
	Iteration 69Q: 3 clusters Score -7759162 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7759324.500000 Penalty: 3697.179443
	Iteration 70Q: 3 clusters Score -7759324 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7759493.000000 Penalty: 3697.179443
	Iteration 71Q: 3 clusters Score -7759493 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7759667.000000 Penalty: 3697.179443
	Iteration 72Q: 3 clusters Score -7759667 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7759831.500000 Penalty: 3697.179443
	Iteration 73Q: 3 clusters Score -7759832 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7759955.500000 Penalty: 3697.179443
	Iteration 74Q: 3 clusters Score -7759956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7760020.500000 Penalty: 3697.179443
	Iteration 75Q: 3 clusters Score -7760020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7760073.500000 Penalty: 3697.179443
	Iteration 76Q: 3 clusters Score -7760074 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7760118.500000 Penalty: 3697.179443
	Iteration 77Q: 3 clusters Score -7760118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7760151.500000 Penalty: 3697.179443
	Iteration 78Q: 3 clusters Score -7760152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7760185.000000 Penalty: 3697.179443
	Iteration 79Q: 3 clusters Score -7760185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7760209.500000 Penalty: 3697.179443
	Iteration 80F: 3 clusters Score -7760210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7760259.000000 Penalty: 3697.179443
	Iteration 81Q: 3 clusters Score -7760259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7760287.000000 Penalty: 3697.179443
	Iteration 82Q: 3 clusters Score -7760287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7760300.000000 Penalty: 3697.179443
	Iteration 83Q: 3 clusters Score -7760300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7760337.500000 Penalty: 3697.179443
	Iteration 84Q: 3 clusters Score -7760338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7760374.000000 Penalty: 3697.179443
	Iteration 85Q: 3 clusters Score -7760374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7760384.000000 Penalty: 3697.179443
	Iteration 86Q: 3 clusters Score -7760384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7760403.500000 Penalty: 3697.179443
	Iteration 87Q: 3 clusters Score -7760404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7760431.000000 Penalty: 3697.179443
	Iteration 88Q: 3 clusters Score -7760431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7760447.500000 Penalty: 3697.179443
	Iteration 89Q: 3 clusters Score -7760448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7760461.500000 Penalty: 3697.179443
	Iteration 90Q: 3 clusters Score -7760462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7760466.000000 Penalty: 3697.179443
	Iteration 91Q: 3 clusters Score -7760466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7760477.500000 Penalty: 3697.179443
	Iteration 92Q: 3 clusters Score -7760478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7760481.000000 Penalty: 3697.179443
	Iteration 93Q: 3 clusters Score -7760481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7760497.500000 Penalty: 3697.179443
	Iteration 94Q: 3 clusters Score -7760498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7760490.500000 Penalty: 3697.179443
	Iteration 95Q: 3 clusters Score -7760490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7760495.500000 Penalty: 3697.179443
	Iteration 96Q: 3 clusters Score -7760496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7760493.500000 Penalty: 3697.179443
	Iteration 97Q: 3 clusters Score -7760494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7760496.500000 Penalty: 3697.179443
	Iteration 98Q: 3 clusters Score -7760496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7760499.000000 Penalty: 3697.179443
	Iteration 99Q: 3 clusters Score -7760499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7760501.500000 Penalty: 3697.179443
	Iteration 100F: 3 clusters Score -7760502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7760507.000000 Penalty: 3697.179443
	Iteration 101Q: 3 clusters Score -7760507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7760507.000000 Penalty: 3697.179443
	Iteration 102Q: 3 clusters Score -7760507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7760503.500000 Penalty: 3697.179443
	Iteration 103Q: 3 clusters Score -7760504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7760494.500000 Penalty: 3697.179443
	Iteration 104Q: 3 clusters Score -7760494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7760507.000000 Penalty: 3697.179443
	Iteration 105Q: 3 clusters Score -7760507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7760510.500000 Penalty: 3697.179443
	Iteration 106Q: 3 clusters Score -7760510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7760525.000000 Penalty: 3697.179443
	Iteration 107Q: 3 clusters Score -7760525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7760530.500000 Penalty: 3697.179443
	Iteration 108Q: 3 clusters Score -7760530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7760530.000000 Penalty: 3697.179443
	Iteration 109Q: 3 clusters Score -7760530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7760535.000000 Penalty: 3697.179443
	Iteration 110Q: 3 clusters Score -7760535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7760556.500000 Penalty: 3697.179443
	Iteration 111Q: 3 clusters Score -7760556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7760548.500000 Penalty: 3697.179443
	Iteration 112Q: 3 clusters Score -7760548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7760547.000000 Penalty: 3697.179443
	Iteration 113Q: 3 clusters Score -7760547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7760549.000000 Penalty: 3697.179443
	Iteration 114Q: 3 clusters Score -7760549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7760549.000000 Penalty: 3697.179443
	Iteration 115F: 3 clusters Score -7760549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Entering Unmasked Estep 
Score: -2449050.500000 Penalty: 1663.912231
	Iteration 0F: 2 clusters Score -2449050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2430242.500000 Penalty: 3327.824463
	Iteration 0F: 3 clusters Score -2430242 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2437267.000000 Penalty: 3327.824463
	Iteration 1F: 3 clusters Score -2437267 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2437925.750000 Penalty: 3327.824463
	Iteration 2Q: 3 clusters Score -2437926 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2438672.750000 Penalty: 3327.824463
	Iteration 3Q: 3 clusters Score -2438673 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2439539.500000 Penalty: 3327.824463
	Iteration 4F: 3 clusters Score -2439540 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2440671.250000 Penalty: 3327.824463
	Iteration 5F: 3 clusters Score -2440671 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2442475.500000 Penalty: 3327.824463
	Iteration 6F: 3 clusters Score -2442476 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2444859.750000 Penalty: 3327.824463
	Iteration 7F: 3 clusters Score -2444860 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2447120.500000 Penalty: 3327.824463
	Iteration 8F: 3 clusters Score -2447120 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2448613.500000 Penalty: 3327.824463
	Iteration 9F: 3 clusters Score -2448614 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2449370.500000 Penalty: 3327.824463
	Iteration 10Q: 3 clusters Score -2449370 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2449807.500000 Penalty: 3327.824463
	Iteration 11Q: 3 clusters Score -2449808 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2450052.250000 Penalty: 3327.824463
	Iteration 12Q: 3 clusters Score -2450052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2450237.750000 Penalty: 3327.824463
	Iteration 13Q: 3 clusters Score -2450238 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2450384.000000 Penalty: 3327.824463
	Iteration 14Q: 3 clusters Score -2450384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2450500.000000 Penalty: 3327.824463
	Iteration 15Q: 3 clusters Score -2450500 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2450601.250000 Penalty: 3327.824463
	Iteration 16Q: 3 clusters Score -2450601 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2450672.750000 Penalty: 3327.824463
	Iteration 17Q: 3 clusters Score -2450673 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2450737.500000 Penalty: 3327.824463
	Iteration 18Q: 3 clusters Score -2450738 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2450773.250000 Penalty: 3327.824463
	Iteration 19Q: 3 clusters Score -2450773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2450795.500000 Penalty: 3327.824463
	Iteration 20F: 3 clusters Score -2450796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2450820.750000 Penalty: 3327.824463
	Iteration 21Q: 3 clusters Score -2450821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2450830.250000 Penalty: 3327.824463
	Iteration 22Q: 3 clusters Score -2450830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2450840.250000 Penalty: 3327.824463
	Iteration 23Q: 3 clusters Score -2450840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2450857.750000 Penalty: 3327.824463
	Iteration 24Q: 3 clusters Score -2450858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2450872.000000 Penalty: 3327.824463
	Iteration 25Q: 3 clusters Score -2450872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2450878.250000 Penalty: 3327.824463
	Iteration 26Q: 3 clusters Score -2450878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2450888.250000 Penalty: 3327.824463
	Iteration 27Q: 3 clusters Score -2450888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2450885.500000 Penalty: 3327.824463
	Iteration 28Q: 3 clusters Score -2450886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2450895.500000 Penalty: 3327.824463
	Iteration 29Q: 3 clusters Score -2450896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2450892.250000 Penalty: 3327.824463
	Iteration 30Q: 3 clusters Score -2450892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2450903.250000 Penalty: 3327.824463
	Iteration 31Q: 3 clusters Score -2450903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2450910.750000 Penalty: 3327.824463
	Iteration 32Q: 3 clusters Score -2450911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2450909.250000 Penalty: 3327.824463
	Iteration 33Q: 3 clusters Score -2450909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2450922.750000 Penalty: 3327.824463
	Iteration 34Q: 3 clusters Score -2450923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2450921.500000 Penalty: 3327.824463
	Iteration 35Q: 3 clusters Score -2450922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2450927.000000 Penalty: 3327.824463
	Iteration 36Q: 3 clusters Score -2450927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2450927.000000 Penalty: 3327.824463
	Iteration 37Q: 3 clusters Score -2450927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2450934.000000 Penalty: 3327.824463
	Iteration 38Q: 3 clusters Score -2450934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2450937.000000 Penalty: 3327.824463
	Iteration 39Q: 3 clusters Score -2450937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2450932.750000 Penalty: 3327.824463
	Iteration 40F: 3 clusters Score -2450933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2450934.750000 Penalty: 3327.824463
	Iteration 41Q: 3 clusters Score -2450935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2450932.000000 Penalty: 3327.824463
	Iteration 42Q: 3 clusters Score -2450932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2450936.250000 Penalty: 3327.824463
	Iteration 43Q: 3 clusters Score -2450936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2450935.250000 Penalty: 3327.824463
	Iteration 44Q: 3 clusters Score -2450935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2450934.750000 Penalty: 3327.824463
	Iteration 45Q: 3 clusters Score -2450935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2450933.250000 Penalty: 3327.824463
	Iteration 46Q: 3 clusters Score -2450933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2450931.000000 Penalty: 3327.824463
	Iteration 47Q: 3 clusters Score -2450931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2450931.750000 Penalty: 3327.824463
	Iteration 48Q: 3 clusters Score -2450932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2450931.750000 Penalty: 3327.824463
	Iteration 49F: 3 clusters Score -2450932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 92663 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 48802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 21979 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 183422 members 
Mstep: Class 23 contains 19000 members 
Mstep: Class 24 contains 26291 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
Score: -76222528.000000 Penalty: 55676.945312
Splitting cluster 18 changes total score from -76117928.000000 to -76222528.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (32664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Entering Unmasked Estep 
Score: -2846291.000000 Penalty: 1689.029663
	Iteration 0F: 2 clusters Score -2846291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2824320.500000 Penalty: 3378.059326
	Iteration 0F: 3 clusters Score -2824320 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2832741.750000 Penalty: 3378.059326
	Iteration 1F: 3 clusters Score -2832742 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2833266.500000 Penalty: 3378.059326
	Iteration 2Q: 3 clusters Score -2833266 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2833953.500000 Penalty: 3378.059326
	Iteration 3Q: 3 clusters Score -2833954 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2834856.250000 Penalty: 3378.059326
	Iteration 4F: 3 clusters Score -2834856 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2836009.750000 Penalty: 3378.059326
	Iteration 5F: 3 clusters Score -2836010 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2837198.500000 Penalty: 3378.059326
	Iteration 6F: 3 clusters Score -2837198 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2838152.250000 Penalty: 3378.059326
	Iteration 7F: 3 clusters Score -2838152 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2838916.000000 Penalty: 3378.059326
	Iteration 8Q: 3 clusters Score -2838916 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2839390.500000 Penalty: 3378.059326
	Iteration 9Q: 3 clusters Score -2839390 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2839648.250000 Penalty: 3378.059326
	Iteration 10Q: 3 clusters Score -2839648 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2839800.000000 Penalty: 3378.059326
	Iteration 11Q: 3 clusters Score -2839800 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2839880.500000 Penalty: 3378.059326
	Iteration 12Q: 3 clusters Score -2839880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2839926.500000 Penalty: 3378.059326
	Iteration 13Q: 3 clusters Score -2839926 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2839961.750000 Penalty: 3378.059326
	Iteration 14Q: 3 clusters Score -2839962 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2840005.500000 Penalty: 3378.059326
	Iteration 15Q: 3 clusters Score -2840006 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2840025.500000 Penalty: 3378.059326
	Iteration 16Q: 3 clusters Score -2840026 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2840062.000000 Penalty: 3378.059326
	Iteration 17Q: 3 clusters Score -2840062 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2840094.250000 Penalty: 3378.059326
	Iteration 18Q: 3 clusters Score -2840094 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2840143.250000 Penalty: 3378.059326
	Iteration 19Q: 3 clusters Score -2840143 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2840209.000000 Penalty: 3378.059326
	Iteration 20F: 3 clusters Score -2840209 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2840272.000000 Penalty: 3378.059326
	Iteration 21Q: 3 clusters Score -2840272 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2840354.250000 Penalty: 3378.059326
	Iteration 22Q: 3 clusters Score -2840354 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2840452.500000 Penalty: 3378.059326
	Iteration 23Q: 3 clusters Score -2840452 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2840553.250000 Penalty: 3378.059326
	Iteration 24Q: 3 clusters Score -2840553 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2840660.250000 Penalty: 3378.059326
	Iteration 25Q: 3 clusters Score -2840660 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2840816.250000 Penalty: 3378.059326
	Iteration 26Q: 3 clusters Score -2840816 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2841016.250000 Penalty: 3378.059326
	Iteration 27Q: 3 clusters Score -2841016 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2841278.000000 Penalty: 3378.059326
	Iteration 28Q: 3 clusters Score -2841278 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2841585.500000 Penalty: 3378.059326
	Iteration 29Q: 3 clusters Score -2841586 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2841917.750000 Penalty: 3378.059326
	Iteration 30Q: 3 clusters Score -2841918 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2842283.750000 Penalty: 3378.059326
	Iteration 31Q: 3 clusters Score -2842284 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2842673.500000 Penalty: 3378.059326
	Iteration 32Q: 3 clusters Score -2842674 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2843048.750000 Penalty: 3378.059326
	Iteration 33Q: 3 clusters Score -2843049 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2843386.500000 Penalty: 3378.059326
	Iteration 34Q: 3 clusters Score -2843386 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2843657.500000 Penalty: 3378.059326
	Iteration 35Q: 3 clusters Score -2843658 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2843916.250000 Penalty: 3378.059326
	Iteration 36Q: 3 clusters Score -2843916 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2844128.750000 Penalty: 3378.059326
	Iteration 37Q: 3 clusters Score -2844129 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2844269.000000 Penalty: 3378.059326
	Iteration 38Q: 3 clusters Score -2844269 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2844385.750000 Penalty: 3378.059326
	Iteration 39Q: 3 clusters Score -2844386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2844477.250000 Penalty: 3378.059326
	Iteration 40F: 3 clusters Score -2844477 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2844553.750000 Penalty: 3378.059326
	Iteration 41Q: 3 clusters Score -2844554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2844610.750000 Penalty: 3378.059326
	Iteration 42Q: 3 clusters Score -2844611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2844652.500000 Penalty: 3378.059326
	Iteration 43Q: 3 clusters Score -2844652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2844688.000000 Penalty: 3378.059326
	Iteration 44Q: 3 clusters Score -2844688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2844715.500000 Penalty: 3378.059326
	Iteration 45Q: 3 clusters Score -2844716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2844749.750000 Penalty: 3378.059326
	Iteration 46Q: 3 clusters Score -2844750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2844787.000000 Penalty: 3378.059326
	Iteration 47Q: 3 clusters Score -2844787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2844808.000000 Penalty: 3378.059326
	Iteration 48Q: 3 clusters Score -2844808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2844830.000000 Penalty: 3378.059326
	Iteration 49Q: 3 clusters Score -2844830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2844847.750000 Penalty: 3378.059326
	Iteration 50Q: 3 clusters Score -2844848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2844868.500000 Penalty: 3378.059326
	Iteration 51Q: 3 clusters Score -2844868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2844874.500000 Penalty: 3378.059326
	Iteration 52Q: 3 clusters Score -2844874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2844881.500000 Penalty: 3378.059326
	Iteration 53Q: 3 clusters Score -2844882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2844890.250000 Penalty: 3378.059326
	Iteration 54Q: 3 clusters Score -2844890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2844895.500000 Penalty: 3378.059326
	Iteration 55Q: 3 clusters Score -2844896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2844902.000000 Penalty: 3378.059326
	Iteration 56Q: 3 clusters Score -2844902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2844907.750000 Penalty: 3378.059326
	Iteration 57Q: 3 clusters Score -2844908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2844908.750000 Penalty: 3378.059326
	Iteration 58Q: 3 clusters Score -2844909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2844910.750000 Penalty: 3378.059326
	Iteration 59Q: 3 clusters Score -2844911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2844919.250000 Penalty: 3378.059326
	Iteration 60F: 3 clusters Score -2844919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2844919.750000 Penalty: 3378.059326
	Iteration 61Q: 3 clusters Score -2844920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2844921.750000 Penalty: 3378.059326
	Iteration 62Q: 3 clusters Score -2844922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2844922.250000 Penalty: 3378.059326
	Iteration 63Q: 3 clusters Score -2844922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2844927.750000 Penalty: 3378.059326
	Iteration 64Q: 3 clusters Score -2844928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2844928.750000 Penalty: 3378.059326
	Iteration 65Q: 3 clusters Score -2844929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2844931.750000 Penalty: 3378.059326
	Iteration 66Q: 3 clusters Score -2844932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2844933.250000 Penalty: 3378.059326
	Iteration 67Q: 3 clusters Score -2844933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2844939.500000 Penalty: 3378.059326
	Iteration 68Q: 3 clusters Score -2844940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2844940.500000 Penalty: 3378.059326
	Iteration 69Q: 3 clusters Score -2844940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2844943.500000 Penalty: 3378.059326
	Iteration 70Q: 3 clusters Score -2844944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2844943.500000 Penalty: 3378.059326
	Iteration 71Q: 3 clusters Score -2844944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2844943.250000 Penalty: 3378.059326
	Iteration 72Q: 3 clusters Score -2844943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2844942.000000 Penalty: 3378.059326
	Iteration 73Q: 3 clusters Score -2844942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2844942.000000 Penalty: 3378.059326
	Iteration 74F: 3 clusters Score -2844942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 131635 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 92663 members 
Mstep: Class 11 contains 94136 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 48802 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 87198 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 32664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76242264.000000 Penalty: 55676.945312
Iteration 39Q: 26 clusters Score -7.624226e+07 nChanged 28706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 129589 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 4297 members 
Mstep: Class 10 contains 96354 members 
Mstep: Class 11 contains 93100 members 
Mstep: Class 12 contains 46504 members 
Mstep: Class 13 contains 49537 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 88022 members 
Mstep: Class 17 contains 17187 members 
Mstep: Class 18 contains 25086 members 
Mstep: Class 19 contains 32720 members 
Mstep: Class 20 contains 20236 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 180492 members 
Mstep: Class 23 contains 18812 members 
Mstep: Class 24 contains 27138 members 
Mstep: Class 25 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76260360.000000 Penalty: 55676.945312
Iteration 40F: 26 clusters Score -7.626036e+07 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 127043 members 
Mstep: Class 5 contains 6183 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 97644 members 
Mstep: Class 11 contains 91596 members 
Mstep: Class 12 contains 46448 members 
Mstep: Class 13 contains 50124 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 89637 members 
Mstep: Class 17 contains 17612 members 
Mstep: Class 18 contains 24324 members 
Mstep: Class 19 contains 32463 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 3796 members 
Mstep: Class 22 contains 178693 members 
Mstep: Class 23 contains 18946 members 
Mstep: Class 24 contains 27527 members 
Mstep: Class 25 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76270240.000000 Penalty: 55676.945312
Iteration 41Q: 26 clusters Score -7.627024e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 12696 members 
Mstep: Class 4 contains 124384 members 
Mstep: Class 5 contains 6254 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 4721 members 
Mstep: Class 10 contains 98172 members 
Mstep: Class 11 contains 90545 members 
Mstep: Class 12 contains 46380 members 
Mstep: Class 13 contains 50974 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 12844 members 
Mstep: Class 16 contains 91231 members 
Mstep: Class 17 contains 17796 members 
Mstep: Class 18 contains 23727 members 
Mstep: Class 19 contains 32285 members 
Mstep: Class 20 contains 19889 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 177382 members 
Mstep: Class 23 contains 19093 members 
Mstep: Class 24 contains 27698 members 
Mstep: Class 25 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76276240.000000 Penalty: 55676.945312
Iteration 42Q: 26 clusters Score -7.627624e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 121492 members 
Mstep: Class 5 contains 6333 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 98536 members 
Mstep: Class 11 contains 89731 members 
Mstep: Class 12 contains 46290 members 
Mstep: Class 13 contains 51854 members 
Mstep: Class 14 contains 8163 members 
Mstep: Class 15 contains 12750 members 
Mstep: Class 16 contains 93030 members 
Mstep: Class 17 contains 17949 members 
Mstep: Class 18 contains 23226 members 
Mstep: Class 19 contains 32154 members 
Mstep: Class 20 contains 19875 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 176488 members 
Mstep: Class 23 contains 19234 members 
Mstep: Class 24 contains 27808 members 
Mstep: Class 25 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280200.000000 Penalty: 55676.945312
Iteration 43Q: 26 clusters Score -7.62802e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 118530 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 11795 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 98790 members 
Mstep: Class 11 contains 89031 members 
Mstep: Class 12 contains 46252 members 
Mstep: Class 13 contains 52587 members 
Mstep: Class 14 contains 8127 members 
Mstep: Class 15 contains 12709 members 
Mstep: Class 16 contains 95104 members 
Mstep: Class 17 contains 18072 members 
Mstep: Class 18 contains 22864 members 
Mstep: Class 19 contains 32058 members 
Mstep: Class 20 contains 19876 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 175824 members 
Mstep: Class 23 contains 19349 members 
Mstep: Class 24 contains 27885 members 
Mstep: Class 25 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283232.000000 Penalty: 55676.945312
Iteration 44Q: 26 clusters Score -7.628323e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 115316 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 12233 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 99060 members 
Mstep: Class 11 contains 88475 members 
Mstep: Class 12 contains 46266 members 
Mstep: Class 13 contains 53197 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 97687 members 
Mstep: Class 17 contains 18132 members 
Mstep: Class 18 contains 22533 members 
Mstep: Class 19 contains 31982 members 
Mstep: Class 20 contains 19873 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 175290 members 
Mstep: Class 23 contains 19438 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76285928.000000 Penalty: 55676.945312
Iteration 45Q: 26 clusters Score -7.628593e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 112030 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 5574 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 99325 members 
Mstep: Class 11 contains 87989 members 
Mstep: Class 12 contains 46332 members 
Mstep: Class 13 contains 53613 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 12662 members 
Mstep: Class 16 contains 100603 members 
Mstep: Class 17 contains 18181 members 
Mstep: Class 18 contains 22247 members 
Mstep: Class 19 contains 31917 members 
Mstep: Class 20 contains 19861 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 174910 members 
Mstep: Class 23 contains 19496 members 
Mstep: Class 24 contains 28006 members 
Mstep: Class 25 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289008.000000 Penalty: 55676.945312
Iteration 46Q: 26 clusters Score -7.628901e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 108698 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 12879 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 99553 members 
Mstep: Class 11 contains 87579 members 
Mstep: Class 12 contains 46481 members 
Mstep: Class 13 contains 53842 members 
Mstep: Class 14 contains 7877 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 103786 members 
Mstep: Class 17 contains 18217 members 
Mstep: Class 18 contains 22002 members 
Mstep: Class 19 contains 31862 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 21 contains 4584 members 
Mstep: Class 22 contains 174616 members 
Mstep: Class 23 contains 19552 members 
Mstep: Class 24 contains 28039 members 
Mstep: Class 25 contains 4999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291584.000000 Penalty: 55676.945312
Iteration 47Q: 26 clusters Score -7.629158e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 105458 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 13088 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 99765 members 
Mstep: Class 11 contains 87175 members 
Mstep: Class 12 contains 46668 members 
Mstep: Class 13 contains 53953 members 
Mstep: Class 14 contains 7787 members 
Mstep: Class 15 contains 12643 members 
Mstep: Class 16 contains 107130 members 
Mstep: Class 17 contains 18226 members 
Mstep: Class 18 contains 21773 members 
Mstep: Class 19 contains 31832 members 
Mstep: Class 20 contains 19868 members 
Mstep: Class 21 contains 4618 members 
Mstep: Class 22 contains 174366 members 
Mstep: Class 23 contains 19589 members 
Mstep: Class 24 contains 28063 members 
Mstep: Class 25 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294704.000000 Penalty: 55676.945312
Iteration 48Q: 26 clusters Score -7.62947e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 11536 members 
Mstep: Class 4 contains 102483 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 13237 members 
Mstep: Class 8 contains 6027 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 99848 members 
Mstep: Class 11 contains 86804 members 
Mstep: Class 12 contains 46910 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 12634 members 
Mstep: Class 16 contains 110455 members 
Mstep: Class 17 contains 18267 members 
Mstep: Class 18 contains 21572 members 
Mstep: Class 19 contains 31794 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 174176 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 28082 members 
Mstep: Class 25 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76296584.000000 Penalty: 55676.945312
Iteration 49Q: 26 clusters Score -7.629658e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 99895 members 
Mstep: Class 5 contains 6523 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 13321 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 99863 members 
Mstep: Class 11 contains 86451 members 
Mstep: Class 12 contains 47213 members 
Mstep: Class 13 contains 53850 members 
Mstep: Class 14 contains 7611 members 
Mstep: Class 15 contains 12631 members 
Mstep: Class 16 contains 113563 members 
Mstep: Class 17 contains 18307 members 
Mstep: Class 18 contains 21382 members 
Mstep: Class 19 contains 31767 members 
Mstep: Class 20 contains 19850 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 174015 members 
Mstep: Class 23 contains 19631 members 
Mstep: Class 24 contains 28099 members 
Mstep: Class 25 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76298136.000000 Penalty: 55676.945312
Iteration 50Q: 26 clusters Score -7.629814e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 4 contains 97640 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 13404 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 5614 members 
Mstep: Class 10 contains 99834 members 
Mstep: Class 11 contains 86104 members 
Mstep: Class 12 contains 47555 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 7521 members 
Mstep: Class 15 contains 12629 members 
Mstep: Class 16 contains 116398 members 
Mstep: Class 17 contains 18339 members 
Mstep: Class 18 contains 21218 members 
Mstep: Class 19 contains 31748 members 
Mstep: Class 20 contains 19844 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 173864 members 
Mstep: Class 23 contains 19648 members 
Mstep: Class 24 contains 28111 members 
Mstep: Class 25 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299144.000000 Penalty: 55676.945312
Iteration 51Q: 26 clusters Score -7.629914e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 95688 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 13450 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 99799 members 
Mstep: Class 11 contains 85848 members 
Mstep: Class 12 contains 47882 members 
Mstep: Class 13 contains 53444 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 118884 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 21059 members 
Mstep: Class 19 contains 31737 members 
Mstep: Class 20 contains 19832 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 173732 members 
Mstep: Class 23 contains 19665 members 
Mstep: Class 24 contains 28121 members 
Mstep: Class 25 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300040.000000 Penalty: 55676.945312
Iteration 52Q: 26 clusters Score -7.630004e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 94020 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 13502 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 99705 members 
Mstep: Class 11 contains 85624 members 
Mstep: Class 12 contains 48246 members 
Mstep: Class 13 contains 53109 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 121152 members 
Mstep: Class 17 contains 18352 members 
Mstep: Class 18 contains 20900 members 
Mstep: Class 19 contains 31728 members 
Mstep: Class 20 contains 19824 members 
Mstep: Class 21 contains 4738 members 
Mstep: Class 22 contains 173632 members 
Mstep: Class 23 contains 19677 members 
Mstep: Class 24 contains 28129 members 
Mstep: Class 25 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300104.000000 Penalty: 55676.945312
Iteration 53Q: 26 clusters Score -7.63001e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 10453 members 
Mstep: Class 4 contains 92621 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 13516 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 99616 members 
Mstep: Class 11 contains 85454 members 
Mstep: Class 12 contains 48603 members 
Mstep: Class 13 contains 52739 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 123083 members 
Mstep: Class 17 contains 18375 members 
Mstep: Class 18 contains 20760 members 
Mstep: Class 19 contains 31718 members 
Mstep: Class 20 contains 19816 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 173558 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 28133 members 
Mstep: Class 25 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300760.000000 Penalty: 55676.945312
Iteration 54Q: 26 clusters Score -7.630076e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 91421 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 13512 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 99520 members 
Mstep: Class 11 contains 85344 members 
Mstep: Class 12 contains 48925 members 
Mstep: Class 13 contains 52377 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 124697 members 
Mstep: Class 17 contains 18406 members 
Mstep: Class 18 contains 20648 members 
Mstep: Class 19 contains 31717 members 
Mstep: Class 20 contains 19807 members 
Mstep: Class 21 contains 4776 members 
Mstep: Class 22 contains 173520 members 
Mstep: Class 23 contains 19686 members 
Mstep: Class 24 contains 28137 members 
Mstep: Class 25 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76301424.000000 Penalty: 55676.945312
Iteration 55Q: 26 clusters Score -7.630142e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4347 members 
Mstep: Class 3 contains 10299 members 
Mstep: Class 4 contains 90365 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 99386 members 
Mstep: Class 11 contains 85262 members 
Mstep: Class 12 contains 49268 members 
Mstep: Class 13 contains 52039 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 126166 members 
Mstep: Class 17 contains 18431 members 
Mstep: Class 18 contains 20553 members 
Mstep: Class 19 contains 31714 members 
Mstep: Class 20 contains 19794 members 
Mstep: Class 21 contains 4794 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 19687 members 
Mstep: Class 24 contains 28140 members 
Mstep: Class 25 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76301880.000000 Penalty: 55676.945312
Iteration 56Q: 26 clusters Score -7.630188e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 10264 members 
Mstep: Class 4 contains 89488 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 13465 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 99256 members 
Mstep: Class 11 contains 85228 members 
Mstep: Class 12 contains 49586 members 
Mstep: Class 13 contains 51701 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 12629 members 
Mstep: Class 16 contains 127381 members 
Mstep: Class 17 contains 18459 members 
Mstep: Class 18 contains 20446 members 
Mstep: Class 19 contains 31707 members 
Mstep: Class 20 contains 19788 members 
Mstep: Class 21 contains 4817 members 
Mstep: Class 22 contains 173456 members 
Mstep: Class 23 contains 19688 members 
Mstep: Class 24 contains 28142 members 
Mstep: Class 25 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302056.000000 Penalty: 55676.945312
Iteration 57Q: 26 clusters Score -7.630206e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 10240 members 
Mstep: Class 4 contains 88746 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 99126 members 
Mstep: Class 11 contains 85207 members 
Mstep: Class 12 contains 49878 members 
Mstep: Class 13 contains 51407 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 12630 members 
Mstep: Class 16 contains 128423 members 
Mstep: Class 17 contains 18479 members 
Mstep: Class 18 contains 20345 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 19788 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 173433 members 
Mstep: Class 23 contains 19688 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302296.000000 Penalty: 55676.945312
Iteration 58Q: 26 clusters Score -7.63023e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 88124 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 13421 members 
Mstep: Class 8 contains 6549 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 98985 members 
Mstep: Class 11 contains 85203 members 
Mstep: Class 12 contains 50135 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 12629 members 
Mstep: Class 16 contains 129313 members 
Mstep: Class 17 contains 18497 members 
Mstep: Class 18 contains 20279 members 
Mstep: Class 19 contains 31708 members 
Mstep: Class 20 contains 19787 members 
Mstep: Class 21 contains 4826 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 19685 members 
Mstep: Class 24 contains 28145 members 
Mstep: Class 25 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302480.000000 Penalty: 55676.945312
Iteration 59Q: 26 clusters Score -7.630248e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 4 contains 87550 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 6558 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 98861 members 
Mstep: Class 11 contains 85218 members 
Mstep: Class 12 contains 50380 members 
Mstep: Class 13 contains 50909 members 
Mstep: Class 14 contains 7048 members 
Mstep: Class 15 contains 12629 members 
Mstep: Class 16 contains 130113 members 
Mstep: Class 17 contains 18522 members 
Mstep: Class 18 contains 20226 members 
Mstep: Class 19 contains 31704 members 
Mstep: Class 20 contains 19792 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 173400 members 
Mstep: Class 23 contains 19685 members 
Mstep: Class 24 contains 28145 members 
Mstep: Class 25 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302904.000000 Penalty: 55676.945312
Iteration 60F: 26 clusters Score -7.63029e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 86972 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 98768 members 
Mstep: Class 11 contains 85245 members 
Mstep: Class 12 contains 50598 members 
Mstep: Class 13 contains 50688 members 
Mstep: Class 14 contains 7022 members 
Mstep: Class 15 contains 12630 members 
Mstep: Class 16 contains 130994 members 
Mstep: Class 17 contains 18552 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 19 contains 31698 members 
Mstep: Class 20 contains 19797 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 173396 members 
Mstep: Class 23 contains 19677 members 
Mstep: Class 24 contains 28145 members 
Mstep: Class 25 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76303776.000000 Penalty: 55676.945312
Iteration 61Q: 26 clusters Score -7.630378e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 4 contains 86416 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 13319 members 
Mstep: Class 8 contains 6572 members 
Mstep: Class 9 contains 5871 members 
Mstep: Class 10 contains 98679 members 
Mstep: Class 11 contains 85271 members 
Mstep: Class 12 contains 50805 members 
Mstep: Class 13 contains 50518 members 
Mstep: Class 14 contains 6984 members 
Mstep: Class 15 contains 12631 members 
Mstep: Class 16 contains 131744 members 
Mstep: Class 17 contains 18576 members 
Mstep: Class 18 contains 20135 members 
Mstep: Class 19 contains 31692 members 
Mstep: Class 20 contains 19814 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 173397 members 
Mstep: Class 23 contains 19673 members 
Mstep: Class 24 contains 28145 members 
Mstep: Class 25 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76303872.000000 Penalty: 55676.945312
Iteration 62Q: 26 clusters Score -7.630387e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 9975 members 
Mstep: Class 4 contains 85902 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 98592 members 
Mstep: Class 11 contains 85316 members 
Mstep: Class 12 contains 50964 members 
Mstep: Class 13 contains 50392 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 12632 members 
Mstep: Class 16 contains 132373 members 
Mstep: Class 17 contains 18604 members 
Mstep: Class 18 contains 20091 members 
Mstep: Class 19 contains 31688 members 
Mstep: Class 20 contains 19824 members 
Mstep: Class 21 contains 4846 members 
Mstep: Class 22 contains 173398 members 
Mstep: Class 23 contains 19670 members 
Mstep: Class 24 contains 28148 members 
Mstep: Class 25 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 26 clusters Score -7.630435e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 85478 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 13250 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 98516 members 
Mstep: Class 11 contains 85349 members 
Mstep: Class 12 contains 51100 members 
Mstep: Class 13 contains 50268 members 
Mstep: Class 14 contains 6936 members 
Mstep: Class 15 contains 12639 members 
Mstep: Class 16 contains 132930 members 
Mstep: Class 17 contains 18621 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 31679 members 
Mstep: Class 20 contains 19807 members 
Mstep: Class 21 contains 4817 members 
Mstep: Class 22 contains 173404 members 
Mstep: Class 23 contains 19669 members 
Mstep: Class 24 contains 28156 members 
Mstep: Class 25 contains 5075 members 
Entering Unmasked Estep 
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Iteration 64Q: 26 clusters Score -7.63048e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 9930 members 
Mstep: Class 4 contains 85133 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 13215 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 98454 members 
Mstep: Class 11 contains 85377 members 
Mstep: Class 12 contains 51233 members 
Mstep: Class 13 contains 50139 members 
Mstep: Class 14 contains 6912 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 133381 members 
Mstep: Class 17 contains 18647 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 31674 members 
Mstep: Class 20 contains 19792 members 
Mstep: Class 21 contains 4767 members 
Mstep: Class 22 contains 173402 members 
Mstep: Class 23 contains 19677 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 5066 members 
Entering Unmasked Estep 
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Iteration 65Q: 26 clusters Score -7.630495e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 84798 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 6613 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 98386 members 
Mstep: Class 11 contains 85419 members 
Mstep: Class 12 contains 51339 members 
Mstep: Class 13 contains 50013 members 
Mstep: Class 14 contains 6894 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 133845 members 
Mstep: Class 17 contains 18659 members 
Mstep: Class 18 contains 20016 members 
Mstep: Class 19 contains 31678 members 
Mstep: Class 20 contains 19762 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 173402 members 
Mstep: Class 23 contains 19679 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 5062 members 
Entering Unmasked Estep 
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Iteration 66Q: 26 clusters Score -7.630497e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 84474 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 13141 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 98333 members 
Mstep: Class 11 contains 85458 members 
Mstep: Class 12 contains 51453 members 
Mstep: Class 13 contains 49920 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 134257 members 
Mstep: Class 17 contains 18671 members 
Mstep: Class 18 contains 19993 members 
Mstep: Class 19 contains 31678 members 
Mstep: Class 20 contains 19747 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 173406 members 
Mstep: Class 23 contains 19674 members 
Mstep: Class 24 contains 28170 members 
Mstep: Class 25 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76304872.000000 Penalty: 55676.945312
Iteration 67Q: 26 clusters Score -7.630487e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 84207 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 13103 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 98270 members 
Mstep: Class 11 contains 85514 members 
Mstep: Class 12 contains 51545 members 
Mstep: Class 13 contains 49840 members 
Mstep: Class 14 contains 6850 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 134622 members 
Mstep: Class 17 contains 18676 members 
Mstep: Class 18 contains 19975 members 
Mstep: Class 19 contains 31677 members 
Mstep: Class 20 contains 19732 members 
Mstep: Class 21 contains 4634 members 
Mstep: Class 22 contains 173413 members 
Mstep: Class 23 contains 19671 members 
Mstep: Class 24 contains 28173 members 
Mstep: Class 25 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76304928.000000 Penalty: 55676.945312
Iteration 68Q: 26 clusters Score -7.630493e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 83911 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 13054 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 98217 members 
Mstep: Class 11 contains 85564 members 
Mstep: Class 12 contains 51642 members 
Mstep: Class 13 contains 49766 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 134985 members 
Mstep: Class 17 contains 18687 members 
Mstep: Class 18 contains 19962 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 19720 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 173415 members 
Mstep: Class 23 contains 19668 members 
Mstep: Class 24 contains 28178 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76304968.000000 Penalty: 55676.945312
Iteration 69Q: 26 clusters Score -7.630497e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 83638 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 13014 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 98163 members 
Mstep: Class 11 contains 85618 members 
Mstep: Class 12 contains 51737 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 135313 members 
Mstep: Class 17 contains 18710 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 31675 members 
Mstep: Class 20 contains 19701 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 173416 members 
Mstep: Class 23 contains 19664 members 
Mstep: Class 24 contains 28185 members 
Mstep: Class 25 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305104.000000 Penalty: 55676.945312
Iteration 70Q: 26 clusters Score -7.63051e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 83389 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 12981 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 98114 members 
Mstep: Class 11 contains 85670 members 
Mstep: Class 12 contains 51817 members 
Mstep: Class 13 contains 49608 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 135619 members 
Mstep: Class 17 contains 18714 members 
Mstep: Class 18 contains 19924 members 
Mstep: Class 19 contains 31680 members 
Mstep: Class 20 contains 19686 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 173428 members 
Mstep: Class 23 contains 19665 members 
Mstep: Class 24 contains 28192 members 
Mstep: Class 25 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305064.000000 Penalty: 55676.945312
Iteration 71Q: 26 clusters Score -7.630506e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 83173 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 12951 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 98056 members 
Mstep: Class 11 contains 85726 members 
Mstep: Class 12 contains 51883 members 
Mstep: Class 13 contains 49552 members 
Mstep: Class 14 contains 6774 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 135872 members 
Mstep: Class 17 contains 18727 members 
Mstep: Class 18 contains 19908 members 
Mstep: Class 19 contains 31682 members 
Mstep: Class 20 contains 19671 members 
Mstep: Class 21 contains 4519 members 
Mstep: Class 22 contains 173437 members 
Mstep: Class 23 contains 19663 members 
Mstep: Class 24 contains 28197 members 
Mstep: Class 25 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305032.000000 Penalty: 55676.945312
Iteration 72Q: 26 clusters Score -7.630503e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 9903 members 
Mstep: Class 4 contains 82975 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 12913 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 98007 members 
Mstep: Class 11 contains 85779 members 
Mstep: Class 12 contains 51959 members 
Mstep: Class 13 contains 49484 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 136142 members 
Mstep: Class 17 contains 18730 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 31683 members 
Mstep: Class 20 contains 19654 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 173443 members 
Mstep: Class 23 contains 19657 members 
Mstep: Class 24 contains 28204 members 
Mstep: Class 25 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305000.000000 Penalty: 55676.945312
Iteration 73Q: 26 clusters Score -7.6305e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 82795 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 12877 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 97950 members 
Mstep: Class 11 contains 85831 members 
Mstep: Class 12 contains 52015 members 
Mstep: Class 13 contains 49418 members 
Mstep: Class 14 contains 6737 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 136397 members 
Mstep: Class 17 contains 18734 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 31684 members 
Mstep: Class 20 contains 19647 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 173447 members 
Mstep: Class 23 contains 19653 members 
Mstep: Class 24 contains 28209 members 
Mstep: Class 25 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305176.000000 Penalty: 55676.945312
Iteration 74Q: 26 clusters Score -7.630518e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 9913 members 
Mstep: Class 4 contains 82641 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 8 contains 6651 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 97893 members 
Mstep: Class 11 contains 85871 members 
Mstep: Class 12 contains 52076 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 6716 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 136638 members 
Mstep: Class 17 contains 18735 members 
Mstep: Class 18 contains 19872 members 
Mstep: Class 19 contains 31684 members 
Mstep: Class 20 contains 19642 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 173449 members 
Mstep: Class 23 contains 19646 members 
Mstep: Class 24 contains 28212 members 
Mstep: Class 25 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305216.000000 Penalty: 55676.945312
Iteration 75Q: 26 clusters Score -7.630522e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 82496 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 97837 members 
Mstep: Class 11 contains 85905 members 
Mstep: Class 12 contains 52120 members 
Mstep: Class 13 contains 49325 members 
Mstep: Class 14 contains 6694 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 136856 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 31688 members 
Mstep: Class 20 contains 19637 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 173446 members 
Mstep: Class 23 contains 19639 members 
Mstep: Class 24 contains 28214 members 
Mstep: Class 25 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305264.000000 Penalty: 55676.945312
Iteration 76Q: 26 clusters Score -7.630526e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4568 members 
Mstep: Class 3 contains 9923 members 
Mstep: Class 4 contains 82389 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 12804 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 97787 members 
Mstep: Class 11 contains 85933 members 
Mstep: Class 12 contains 52157 members 
Mstep: Class 13 contains 49290 members 
Mstep: Class 14 contains 6682 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 137038 members 
Mstep: Class 17 contains 18737 members 
Mstep: Class 18 contains 19853 members 
Mstep: Class 19 contains 31688 members 
Mstep: Class 20 contains 19634 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 173452 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 28216 members 
Mstep: Class 25 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305080.000000 Penalty: 55676.945312
Iteration 77Q: 26 clusters Score -7.630508e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82286 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97744 members 
Mstep: Class 11 contains 85966 members 
Mstep: Class 12 contains 52190 members 
Mstep: Class 13 contains 49246 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137213 members 
Mstep: Class 17 contains 18742 members 
Mstep: Class 18 contains 19841 members 
Mstep: Class 19 contains 31690 members 
Mstep: Class 20 contains 19631 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 173463 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28218 members 
Mstep: Class 25 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76305080.000000 Penalty: 55676.945312
Iteration 78Q: 26 clusters Score -7.630508e+07 nChanged 357
Entering ConstructFrom: 
Score: -76305080.000000 Penalty: 55676.945312
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -190828.343750 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -190828.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188594.593750 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -188594.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -190144.828125 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -190144.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -191007.625000 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -191007.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191272.609375 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -191272.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191379.968750 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -191380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191468.046875 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -191468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -191543.171875 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -191543.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191615.703125 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -191615.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191682.359375 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -191682.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191718.312500 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -191718.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191759.937500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -191759.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191798.515625 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -191798.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -191832.234375 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -191832.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -191898.046875 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -191898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -192017.093750 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -192017.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192277.562500 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -192277.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -192516.421875 Penalty: 2540.335449
	Iteration 16F: 3 clusters Score -192516.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192594.484375 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -192594.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -192626.375000 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -192626.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -192645.390625 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -192645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -192661.031250 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -192661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192669.015625 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -192669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -192675.828125 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -192675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -192683.437500 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -192683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192686.281250 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -192686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -192686.546875 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -192686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -192686.750000 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -192686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -192686.750000 Penalty: 2540.335449
	Iteration 27F: 3 clusters Score -192686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Entering Unmasked Estep 
Score: -76306040.000000 Penalty: 57904.023438
Splitting cluster 1 changes total score from -76305080.000000 to -76306040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -356215.062500 Penalty: 1369.857178
	Iteration 0F: 2 clusters Score -356215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -352553.218750 Penalty: 2739.714355
	Iteration 0F: 3 clusters Score -352553.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -353765.125000 Penalty: 2739.714355
	Iteration 1F: 3 clusters Score -353765.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -354209.125000 Penalty: 2739.714355
	Iteration 2F: 3 clusters Score -354209.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -354618.625000 Penalty: 2739.714355
	Iteration 3F: 3 clusters Score -354618.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -355011.125000 Penalty: 2739.714355
	Iteration 4F: 3 clusters Score -355011.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -355309.343750 Penalty: 2739.714355
	Iteration 5F: 3 clusters Score -355309.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -355510.218750 Penalty: 2739.714355
	Iteration 6Q: 3 clusters Score -355510.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -355637.187500 Penalty: 2739.714355
	Iteration 7Q: 3 clusters Score -355637.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -355719.937500 Penalty: 2739.714355
	Iteration 8Q: 3 clusters Score -355719.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -355776.468750 Penalty: 2739.714355
	Iteration 9Q: 3 clusters Score -355776.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -355818.937500 Penalty: 2739.714355
	Iteration 10Q: 3 clusters Score -355818.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -355851.687500 Penalty: 2739.714355
	Iteration 11Q: 3 clusters Score -355851.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -355872.718750 Penalty: 2739.714355
	Iteration 12Q: 3 clusters Score -355872.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -355889.968750 Penalty: 2739.714355
	Iteration 13Q: 3 clusters Score -355890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -355905.531250 Penalty: 2739.714355
	Iteration 14Q: 3 clusters Score -355905.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -355916.718750 Penalty: 2739.714355
	Iteration 15Q: 3 clusters Score -355916.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -355932.750000 Penalty: 2739.714355
	Iteration 16Q: 3 clusters Score -355932.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -355944.000000 Penalty: 2739.714355
	Iteration 17Q: 3 clusters Score -355944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -355955.656250 Penalty: 2739.714355
	Iteration 18Q: 3 clusters Score -355955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -355973.468750 Penalty: 2739.714355
	Iteration 19Q: 3 clusters Score -355973.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -355994.312500 Penalty: 2739.714355
	Iteration 20F: 3 clusters Score -355994.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -356017.218750 Penalty: 2739.714355
	Iteration 21Q: 3 clusters Score -356017.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -356034.031250 Penalty: 2739.714355
	Iteration 22Q: 3 clusters Score -356034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -356047.125000 Penalty: 2739.714355
	Iteration 23Q: 3 clusters Score -356047.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -356063.593750 Penalty: 2739.714355
	Iteration 24Q: 3 clusters Score -356063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -356080.468750 Penalty: 2739.714355
	Iteration 25Q: 3 clusters Score -356080.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -356097.875000 Penalty: 2739.714355
	Iteration 26Q: 3 clusters Score -356097.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -356113.937500 Penalty: 2739.714355
	Iteration 27Q: 3 clusters Score -356113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -356127.468750 Penalty: 2739.714355
	Iteration 28Q: 3 clusters Score -356127.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -356136.187500 Penalty: 2739.714355
	Iteration 29Q: 3 clusters Score -356136.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -356144.968750 Penalty: 2739.714355
	Iteration 30Q: 3 clusters Score -356145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -356155.343750 Penalty: 2739.714355
	Iteration 31Q: 3 clusters Score -356155.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -356168.343750 Penalty: 2739.714355
	Iteration 32Q: 3 clusters Score -356168.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -356176.218750 Penalty: 2739.714355
	Iteration 33Q: 3 clusters Score -356176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -356182.437500 Penalty: 2739.714355
	Iteration 34Q: 3 clusters Score -356182.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -356187.625000 Penalty: 2739.714355
	Iteration 35Q: 3 clusters Score -356187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -356192.593750 Penalty: 2739.714355
	Iteration 36Q: 3 clusters Score -356192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -356195.312500 Penalty: 2739.714355
	Iteration 37Q: 3 clusters Score -356195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -356198.093750 Penalty: 2739.714355
	Iteration 38Q: 3 clusters Score -356198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -356199.906250 Penalty: 2739.714355
	Iteration 39Q: 3 clusters Score -356199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -356201.843750 Penalty: 2739.714355
	Iteration 40F: 3 clusters Score -356201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -356203.375000 Penalty: 2739.714355
	Iteration 41Q: 3 clusters Score -356203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -356204.156250 Penalty: 2739.714355
	Iteration 42Q: 3 clusters Score -356204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -356206.500000 Penalty: 2739.714355
	Iteration 43Q: 3 clusters Score -356206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -356208.812500 Penalty: 2739.714355
	Iteration 44Q: 3 clusters Score -356208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -356210.281250 Penalty: 2739.714355
	Iteration 45Q: 3 clusters Score -356210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -356213.718750 Penalty: 2739.714355
	Iteration 46Q: 3 clusters Score -356213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -356215.562500 Penalty: 2739.714355
	Iteration 47Q: 3 clusters Score -356215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -356218.593750 Penalty: 2739.714355
	Iteration 48Q: 3 clusters Score -356218.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -356225.187500 Penalty: 2739.714355
	Iteration 49Q: 3 clusters Score -356225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -356230.125000 Penalty: 2739.714355
	Iteration 50Q: 3 clusters Score -356230.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -356233.500000 Penalty: 2739.714355
	Iteration 51Q: 3 clusters Score -356233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -356237.500000 Penalty: 2739.714355
	Iteration 52Q: 3 clusters Score -356237.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -356243.312500 Penalty: 2739.714355
	Iteration 53Q: 3 clusters Score -356243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -356249.843750 Penalty: 2739.714355
	Iteration 54Q: 3 clusters Score -356249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -356253.406250 Penalty: 2739.714355
	Iteration 55Q: 3 clusters Score -356253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -356256.125000 Penalty: 2739.714355
	Iteration 56Q: 3 clusters Score -356256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -356260.312500 Penalty: 2739.714355
	Iteration 57Q: 3 clusters Score -356260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -356265.750000 Penalty: 2739.714355
	Iteration 58Q: 3 clusters Score -356265.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -356269.500000 Penalty: 2739.714355
	Iteration 59Q: 3 clusters Score -356269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -356271.093750 Penalty: 2739.714355
	Iteration 60F: 3 clusters Score -356271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -356275.375000 Penalty: 2739.714355
	Iteration 61Q: 3 clusters Score -356275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -356277.500000 Penalty: 2739.714355
	Iteration 62Q: 3 clusters Score -356277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -356278.906250 Penalty: 2739.714355
	Iteration 63Q: 3 clusters Score -356278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -356284.031250 Penalty: 2739.714355
	Iteration 64Q: 3 clusters Score -356284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -356287.781250 Penalty: 2739.714355
	Iteration 65Q: 3 clusters Score -356287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -356289.875000 Penalty: 2739.714355
	Iteration 66Q: 3 clusters Score -356289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -356291.531250 Penalty: 2739.714355
	Iteration 67Q: 3 clusters Score -356291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -356292.750000 Penalty: 2739.714355
	Iteration 68Q: 3 clusters Score -356292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -356292.750000 Penalty: 2739.714355
	Iteration 69F: 3 clusters Score -356292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Entering Unmasked Estep 
Score: -76305288.000000 Penalty: 60131.101562
Splitting cluster 2 changes total score from -76305080.000000 to -76305288.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (9926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Entering Unmasked Estep 
Score: -854997.937500 Penalty: 1495.473389
	Iteration 0F: 2 clusters Score -854997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -847922.062500 Penalty: 2990.946777
	Iteration 0F: 3 clusters Score -847922.1 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -850471.312500 Penalty: 2990.946777
	Iteration 1F: 3 clusters Score -850471.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -851024.187500 Penalty: 2990.946777
	Iteration 2F: 3 clusters Score -851024.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -851707.000000 Penalty: 2990.946777
	Iteration 3F: 3 clusters Score -851707 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -852504.000000 Penalty: 2990.946777
	Iteration 4F: 3 clusters Score -852504 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -853283.062500 Penalty: 2990.946777
	Iteration 5F: 3 clusters Score -853283.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -853945.562500 Penalty: 2990.946777
	Iteration 6F: 3 clusters Score -853945.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -854365.750000 Penalty: 2990.946777
	Iteration 7F: 3 clusters Score -854365.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -854638.187500 Penalty: 2990.946777
	Iteration 8Q: 3 clusters Score -854638.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -854794.062500 Penalty: 2990.946777
	Iteration 9Q: 3 clusters Score -854794.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -854894.562500 Penalty: 2990.946777
	Iteration 10Q: 3 clusters Score -854894.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -854975.125000 Penalty: 2990.946777
	Iteration 11Q: 3 clusters Score -854975.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -855052.187500 Penalty: 2990.946777
	Iteration 12Q: 3 clusters Score -855052.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -855111.187500 Penalty: 2990.946777
	Iteration 13Q: 3 clusters Score -855111.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -855154.312500 Penalty: 2990.946777
	Iteration 14Q: 3 clusters Score -855154.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -855182.000000 Penalty: 2990.946777
	Iteration 15Q: 3 clusters Score -855182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -855215.125000 Penalty: 2990.946777
	Iteration 16Q: 3 clusters Score -855215.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -855237.625000 Penalty: 2990.946777
	Iteration 17Q: 3 clusters Score -855237.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -855253.500000 Penalty: 2990.946777
	Iteration 18Q: 3 clusters Score -855253.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -855268.312500 Penalty: 2990.946777
	Iteration 19Q: 3 clusters Score -855268.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -855277.000000 Penalty: 2990.946777
	Iteration 20F: 3 clusters Score -855277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -855283.375000 Penalty: 2990.946777
	Iteration 21Q: 3 clusters Score -855283.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -855289.500000 Penalty: 2990.946777
	Iteration 22Q: 3 clusters Score -855289.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -855296.500000 Penalty: 2990.946777
	Iteration 23Q: 3 clusters Score -855296.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -855299.937500 Penalty: 2990.946777
	Iteration 24Q: 3 clusters Score -855299.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -855306.437500 Penalty: 2990.946777
	Iteration 25Q: 3 clusters Score -855306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -855312.500000 Penalty: 2990.946777
	Iteration 26Q: 3 clusters Score -855312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -855317.500000 Penalty: 2990.946777
	Iteration 27Q: 3 clusters Score -855317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -855320.625000 Penalty: 2990.946777
	Iteration 28Q: 3 clusters Score -855320.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -855322.125000 Penalty: 2990.946777
	Iteration 29Q: 3 clusters Score -855322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -855322.562500 Penalty: 2990.946777
	Iteration 30Q: 3 clusters Score -855322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -855325.125000 Penalty: 2990.946777
	Iteration 31Q: 3 clusters Score -855325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -855325.687500 Penalty: 2990.946777
	Iteration 32Q: 3 clusters Score -855325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -855326.500000 Penalty: 2990.946777
	Iteration 33Q: 3 clusters Score -855326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -855331.000000 Penalty: 2990.946777
	Iteration 34Q: 3 clusters Score -855331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -855333.187500 Penalty: 2990.946777
	Iteration 35Q: 3 clusters Score -855333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -855335.250000 Penalty: 2990.946777
	Iteration 36Q: 3 clusters Score -855335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -855333.812500 Penalty: 2990.946777
	Iteration 37Q: 3 clusters Score -855333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -855336.437500 Penalty: 2990.946777
	Iteration 38Q: 3 clusters Score -855336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -855337.312500 Penalty: 2990.946777
	Iteration 39Q: 3 clusters Score -855337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -855338.062500 Penalty: 2990.946777
	Iteration 40F: 3 clusters Score -855338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -855336.875000 Penalty: 2990.946777
	Iteration 41Q: 3 clusters Score -855336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -855342.312500 Penalty: 2990.946777
	Iteration 42Q: 3 clusters Score -855342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -855340.375000 Penalty: 2990.946777
	Iteration 43Q: 3 clusters Score -855340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -855340.812500 Penalty: 2990.946777
	Iteration 44Q: 3 clusters Score -855340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -855343.562500 Penalty: 2990.946777
	Iteration 45Q: 3 clusters Score -855343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -855345.000000 Penalty: 2990.946777
	Iteration 46Q: 3 clusters Score -855345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -855347.125000 Penalty: 2990.946777
	Iteration 47Q: 3 clusters Score -855347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -855346.875000 Penalty: 2990.946777
	Iteration 48Q: 3 clusters Score -855346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -855347.687500 Penalty: 2990.946777
	Iteration 49Q: 3 clusters Score -855347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -855347.687500 Penalty: 2990.946777
	Iteration 50Q: 3 clusters Score -855347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -855349.125000 Penalty: 2990.946777
	Iteration 51Q: 3 clusters Score -855349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -855350.250000 Penalty: 2990.946777
	Iteration 52Q: 3 clusters Score -855350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -855350.875000 Penalty: 2990.946777
	Iteration 53Q: 3 clusters Score -855350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -855350.875000 Penalty: 2990.946777
	Iteration 54Q: 3 clusters Score -855350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -855352.375000 Penalty: 2990.946777
	Iteration 55Q: 3 clusters Score -855352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -855351.375000 Penalty: 2990.946777
	Iteration 56Q: 3 clusters Score -855351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -855353.687500 Penalty: 2990.946777
	Iteration 57Q: 3 clusters Score -855353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -855353.562500 Penalty: 2990.946777
	Iteration 58Q: 3 clusters Score -855353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -855352.500000 Penalty: 2990.946777
	Iteration 59Q: 3 clusters Score -855352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -855351.812500 Penalty: 2990.946777
	Iteration 60F: 3 clusters Score -855351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 8586 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 1340 members 
Entering Unmasked Estep 
Score: -76304856.000000 Penalty: 62358.179688
Splitting cluster 3 changes total score from -76305080.000000 to -76304856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (82175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Entering Unmasked Estep 
Score: -7321617.000000 Penalty: 1838.948608
	Iteration 0F: 2 clusters Score -7321617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -7266948.000000 Penalty: 3677.897217
	Iteration 0F: 3 clusters Score -7266948 nChanged 39055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -7290173.000000 Penalty: 3677.897217
	Iteration 1F: 3 clusters Score -7290173 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -7291937.000000 Penalty: 3677.897217
	Iteration 2Q: 3 clusters Score -7291937 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -7294458.500000 Penalty: 3677.897217
	Iteration 3F: 3 clusters Score -7294458 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7298305.500000 Penalty: 3677.897217
	Iteration 4F: 3 clusters Score -7298306 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7302822.000000 Penalty: 3677.897217
	Iteration 5F: 3 clusters Score -7302822 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -7306853.500000 Penalty: 3677.897217
	Iteration 6F: 3 clusters Score -7306854 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -7309635.000000 Penalty: 3677.897217
	Iteration 7F: 3 clusters Score -7309635 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -7311600.500000 Penalty: 3677.897217
	Iteration 8Q: 3 clusters Score -7311600 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -7312900.000000 Penalty: 3677.897217
	Iteration 9Q: 3 clusters Score -7312900 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -7313843.000000 Penalty: 3677.897217
	Iteration 10Q: 3 clusters Score -7313843 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -7314641.000000 Penalty: 3677.897217
	Iteration 11Q: 3 clusters Score -7314641 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -7315353.000000 Penalty: 3677.897217
	Iteration 12Q: 3 clusters Score -7315353 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -7315953.500000 Penalty: 3677.897217
	Iteration 13Q: 3 clusters Score -7315954 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -7316481.500000 Penalty: 3677.897217
	Iteration 14Q: 3 clusters Score -7316482 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -7316881.000000 Penalty: 3677.897217
	Iteration 15Q: 3 clusters Score -7316881 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -7317286.000000 Penalty: 3677.897217
	Iteration 16Q: 3 clusters Score -7317286 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -7317662.000000 Penalty: 3677.897217
	Iteration 17Q: 3 clusters Score -7317662 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -7317892.500000 Penalty: 3677.897217
	Iteration 18Q: 3 clusters Score -7317892 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -7318171.000000 Penalty: 3677.897217
	Iteration 19Q: 3 clusters Score -7318171 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -7318411.500000 Penalty: 3677.897217
	Iteration 20F: 3 clusters Score -7318412 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -7318603.000000 Penalty: 3677.897217
	Iteration 21Q: 3 clusters Score -7318603 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -7318818.000000 Penalty: 3677.897217
	Iteration 22Q: 3 clusters Score -7318818 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -7318977.500000 Penalty: 3677.897217
	Iteration 23Q: 3 clusters Score -7318978 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -7319058.500000 Penalty: 3677.897217
	Iteration 24Q: 3 clusters Score -7319058 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -7319221.000000 Penalty: 3677.897217
	Iteration 25Q: 3 clusters Score -7319221 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -7319345.000000 Penalty: 3677.897217
	Iteration 26Q: 3 clusters Score -7319345 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -7319482.000000 Penalty: 3677.897217
	Iteration 27Q: 3 clusters Score -7319482 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -7319588.500000 Penalty: 3677.897217
	Iteration 28Q: 3 clusters Score -7319588 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -7319671.500000 Penalty: 3677.897217
	Iteration 29Q: 3 clusters Score -7319672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -7319709.500000 Penalty: 3677.897217
	Iteration 30Q: 3 clusters Score -7319710 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -7319788.500000 Penalty: 3677.897217
	Iteration 31Q: 3 clusters Score -7319788 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -7319869.000000 Penalty: 3677.897217
	Iteration 32Q: 3 clusters Score -7319869 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -7319941.500000 Penalty: 3677.897217
	Iteration 33Q: 3 clusters Score -7319942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -7319982.500000 Penalty: 3677.897217
	Iteration 34Q: 3 clusters Score -7319982 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -7320013.500000 Penalty: 3677.897217
	Iteration 35Q: 3 clusters Score -7320014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -7320042.000000 Penalty: 3677.897217
	Iteration 36Q: 3 clusters Score -7320042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -7320061.000000 Penalty: 3677.897217
	Iteration 37Q: 3 clusters Score -7320061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -7320064.500000 Penalty: 3677.897217
	Iteration 38Q: 3 clusters Score -7320064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -7320068.500000 Penalty: 3677.897217
	Iteration 39Q: 3 clusters Score -7320068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -7320087.000000 Penalty: 3677.897217
	Iteration 40F: 3 clusters Score -7320087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -7320098.500000 Penalty: 3677.897217
	Iteration 41Q: 3 clusters Score -7320098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -7320098.500000 Penalty: 3677.897217
	Iteration 42Q: 3 clusters Score -7320098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -7320110.000000 Penalty: 3677.897217
	Iteration 43Q: 3 clusters Score -7320110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -7320112.000000 Penalty: 3677.897217
	Iteration 44Q: 3 clusters Score -7320112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -7320107.000000 Penalty: 3677.897217
	Iteration 45Q: 3 clusters Score -7320107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -7320114.000000 Penalty: 3677.897217
	Iteration 46Q: 3 clusters Score -7320114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -7320131.500000 Penalty: 3677.897217
	Iteration 47Q: 3 clusters Score -7320132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -7320124.000000 Penalty: 3677.897217
	Iteration 48Q: 3 clusters Score -7320124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -7320127.000000 Penalty: 3677.897217
	Iteration 49Q: 3 clusters Score -7320127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -7320140.000000 Penalty: 3677.897217
	Iteration 50Q: 3 clusters Score -7320140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -7320137.000000 Penalty: 3677.897217
	Iteration 51Q: 3 clusters Score -7320137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -7320156.000000 Penalty: 3677.897217
	Iteration 52Q: 3 clusters Score -7320156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -7320147.500000 Penalty: 3677.897217
	Iteration 53Q: 3 clusters Score -7320148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -7320149.500000 Penalty: 3677.897217
	Iteration 54Q: 3 clusters Score -7320150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -7320149.000000 Penalty: 3677.897217
	Iteration 55Q: 3 clusters Score -7320149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -7320161.000000 Penalty: 3677.897217
	Iteration 56Q: 3 clusters Score -7320161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -7320166.500000 Penalty: 3677.897217
	Iteration 57Q: 3 clusters Score -7320166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -7320181.500000 Penalty: 3677.897217
	Iteration 58Q: 3 clusters Score -7320182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -7320172.500000 Penalty: 3677.897217
	Iteration 59Q: 3 clusters Score -7320172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -7320170.000000 Penalty: 3677.897217
	Iteration 60F: 3 clusters Score -7320170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -7320170.500000 Penalty: 3677.897217
	Iteration 61Q: 3 clusters Score -7320170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -7320182.000000 Penalty: 3677.897217
	Iteration 62Q: 3 clusters Score -7320182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -7320188.500000 Penalty: 3677.897217
	Iteration 63Q: 3 clusters Score -7320188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -7320186.500000 Penalty: 3677.897217
	Iteration 64Q: 3 clusters Score -7320186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -7320191.000000 Penalty: 3677.897217
	Iteration 65Q: 3 clusters Score -7320191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -7320187.000000 Penalty: 3677.897217
	Iteration 66Q: 3 clusters Score -7320187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -7320190.000000 Penalty: 3677.897217
	Iteration 67Q: 3 clusters Score -7320190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -7320195.000000 Penalty: 3677.897217
	Iteration 68Q: 3 clusters Score -7320195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -7320195.000000 Penalty: 3677.897217
	Iteration 69F: 3 clusters Score -7320195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -519652.468750 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -519652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -514776.781250 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -514776.8 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -516272.531250 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -516272.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -516713.187500 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -516713.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -517085.375000 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -517085.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -517393.593750 Penalty: 2848.976807
	Iteration 4F: 3 clusters Score -517393.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -517624.468750 Penalty: 2848.976807
	Iteration 5F: 3 clusters Score -517624.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -517827.468750 Penalty: 2848.976807
	Iteration 6Q: 3 clusters Score -517827.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -518023.500000 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -518023.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -518198.218750 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -518198.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -518325.281250 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -518325.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -518457.906250 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -518457.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -518651.937500 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -518651.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -518919.500000 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -518919.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -519239.718750 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -519239.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -519551.562500 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -519551.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -519742.406250 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -519742.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -519865.062500 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -519865.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -519951.312500 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -519951.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -520014.437500 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -520014.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -520049.812500 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -520049.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -520065.843750 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -520065.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -520074.781250 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -520074.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -520082.281250 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -520082.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -520095.718750 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -520095.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -520106.187500 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -520106.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -520113.187500 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -520113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -520119.125000 Penalty: 2848.976807
	Iteration 26Q: 3 clusters Score -520119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -520122.468750 Penalty: 2848.976807
	Iteration 27Q: 3 clusters Score -520122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -520123.500000 Penalty: 2848.976807
	Iteration 28Q: 3 clusters Score -520123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -520124.468750 Penalty: 2848.976807
	Iteration 29Q: 3 clusters Score -520124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -520125.781250 Penalty: 2848.976807
	Iteration 30Q: 3 clusters Score -520125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -520126.531250 Penalty: 2848.976807
	Iteration 31Q: 3 clusters Score -520126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -520127.093750 Penalty: 2848.976807
	Iteration 32Q: 3 clusters Score -520127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -520127.187500 Penalty: 2848.976807
	Iteration 33Q: 3 clusters Score -520127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -520129.062500 Penalty: 2848.976807
	Iteration 34Q: 3 clusters Score -520129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -520128.937500 Penalty: 2848.976807
	Iteration 35Q: 3 clusters Score -520128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -520128.937500 Penalty: 2848.976807
	Iteration 36F: 3 clusters Score -520128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 3226 members 
Entering Unmasked Estep 
Score: -76305088.000000 Penalty: 62358.179688
Splitting cluster 5 changes total score from -76305080.000000 to -76305088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -136285.906250 Penalty: 1246.368774
	Iteration 0F: 2 clusters Score -136285.9 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 1116 members 
Entering Unmasked Estep 
Score: -134222.109375 Penalty: 2492.737549
	Iteration 0F: 3 clusters Score -134222.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -135382.328125 Penalty: 2492.737549
	Iteration 1F: 3 clusters Score -135382.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -136100.859375 Penalty: 2492.737549
	Iteration 2F: 3 clusters Score -136100.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -136637.062500 Penalty: 2492.737549
	Iteration 3F: 3 clusters Score -136637.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -136897.875000 Penalty: 2492.737549
	Iteration 4F: 3 clusters Score -136897.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -137030.609375 Penalty: 2492.737549
	Iteration 5Q: 3 clusters Score -137030.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -137078.000000 Penalty: 2492.737549
	Iteration 6Q: 3 clusters Score -137078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -137099.812500 Penalty: 2492.737549
	Iteration 7Q: 3 clusters Score -137099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -137110.906250 Penalty: 2492.737549
	Iteration 8Q: 3 clusters Score -137110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137118.140625 Penalty: 2492.737549
	Iteration 9Q: 3 clusters Score -137118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -137123.437500 Penalty: 2492.737549
	Iteration 10Q: 3 clusters Score -137123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -137125.250000 Penalty: 2492.737549
	Iteration 11Q: 3 clusters Score -137125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137128.437500 Penalty: 2492.737549
	Iteration 12Q: 3 clusters Score -137128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137130.171875 Penalty: 2492.737549
	Iteration 13Q: 3 clusters Score -137130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137132.078125 Penalty: 2492.737549
	Iteration 14Q: 3 clusters Score -137132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137132.843750 Penalty: 2492.737549
	Iteration 15Q: 3 clusters Score -137132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137133.171875 Penalty: 2492.737549
	Iteration 16Q: 3 clusters Score -137133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137133.171875 Penalty: 2492.737549
	Iteration 17F: 3 clusters Score -137133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 1272 members 
Entering Unmasked Estep 
Score: -76304872.000000 Penalty: 64585.257812
Splitting cluster 6 changes total score from -76305080.000000 to -76304872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (12734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Entering Unmasked Estep 
Score: -1148047.750000 Penalty: 1535.955078
	Iteration 0F: 2 clusters Score -1148048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1139067.250000 Penalty: 3071.910156
	Iteration 0F: 3 clusters Score -1139067 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1142127.250000 Penalty: 3071.910156
	Iteration 1F: 3 clusters Score -1142127 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1142454.375000 Penalty: 3071.910156
	Iteration 2F: 3 clusters Score -1142454 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1142723.250000 Penalty: 3071.910156
	Iteration 3F: 3 clusters Score -1142723 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1142976.750000 Penalty: 3071.910156
	Iteration 4Q: 3 clusters Score -1142977 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1143261.125000 Penalty: 3071.910156
	Iteration 5Q: 3 clusters Score -1143261 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1143606.375000 Penalty: 3071.910156
	Iteration 6Q: 3 clusters Score -1143606 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1144004.250000 Penalty: 3071.910156
	Iteration 7Q: 3 clusters Score -1144004 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1144417.875000 Penalty: 3071.910156
	Iteration 8Q: 3 clusters Score -1144418 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1144841.125000 Penalty: 3071.910156
	Iteration 9Q: 3 clusters Score -1144841 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1145218.625000 Penalty: 3071.910156
	Iteration 10Q: 3 clusters Score -1145219 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1145448.250000 Penalty: 3071.910156
	Iteration 11Q: 3 clusters Score -1145448 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1145582.875000 Penalty: 3071.910156
	Iteration 12Q: 3 clusters Score -1145583 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1145680.750000 Penalty: 3071.910156
	Iteration 13Q: 3 clusters Score -1145681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1145762.000000 Penalty: 3071.910156
	Iteration 14Q: 3 clusters Score -1145762 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1145843.375000 Penalty: 3071.910156
	Iteration 15Q: 3 clusters Score -1145843 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1145918.500000 Penalty: 3071.910156
	Iteration 16Q: 3 clusters Score -1145918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1145999.375000 Penalty: 3071.910156
	Iteration 17Q: 3 clusters Score -1145999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1146084.125000 Penalty: 3071.910156
	Iteration 18Q: 3 clusters Score -1146084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1146158.625000 Penalty: 3071.910156
	Iteration 19Q: 3 clusters Score -1146159 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1146229.125000 Penalty: 3071.910156
	Iteration 20F: 3 clusters Score -1146229 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1146290.625000 Penalty: 3071.910156
	Iteration 21Q: 3 clusters Score -1146291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1146352.250000 Penalty: 3071.910156
	Iteration 22Q: 3 clusters Score -1146352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1146418.250000 Penalty: 3071.910156
	Iteration 23Q: 3 clusters Score -1146418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1146480.500000 Penalty: 3071.910156
	Iteration 24Q: 3 clusters Score -1146480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1146549.000000 Penalty: 3071.910156
	Iteration 25Q: 3 clusters Score -1146549 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1146604.750000 Penalty: 3071.910156
	Iteration 26Q: 3 clusters Score -1146605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1146639.750000 Penalty: 3071.910156
	Iteration 27Q: 3 clusters Score -1146640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1146676.875000 Penalty: 3071.910156
	Iteration 28Q: 3 clusters Score -1146677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1146703.750000 Penalty: 3071.910156
	Iteration 29Q: 3 clusters Score -1146704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1146729.375000 Penalty: 3071.910156
	Iteration 30Q: 3 clusters Score -1146729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1146743.125000 Penalty: 3071.910156
	Iteration 31Q: 3 clusters Score -1146743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1146761.750000 Penalty: 3071.910156
	Iteration 32Q: 3 clusters Score -1146762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1146780.125000 Penalty: 3071.910156
	Iteration 33Q: 3 clusters Score -1146780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1146794.875000 Penalty: 3071.910156
	Iteration 34Q: 3 clusters Score -1146795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1146800.000000 Penalty: 3071.910156
	Iteration 35Q: 3 clusters Score -1146800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1146809.375000 Penalty: 3071.910156
	Iteration 36Q: 3 clusters Score -1146809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1146817.500000 Penalty: 3071.910156
	Iteration 37Q: 3 clusters Score -1146818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1146831.125000 Penalty: 3071.910156
	Iteration 38Q: 3 clusters Score -1146831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1146840.500000 Penalty: 3071.910156
	Iteration 39Q: 3 clusters Score -1146840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1146851.500000 Penalty: 3071.910156
	Iteration 40F: 3 clusters Score -1146852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1146857.875000 Penalty: 3071.910156
	Iteration 41Q: 3 clusters Score -1146858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1146861.250000 Penalty: 3071.910156
	Iteration 42Q: 3 clusters Score -1146861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1146863.750000 Penalty: 3071.910156
	Iteration 43Q: 3 clusters Score -1146864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1146866.125000 Penalty: 3071.910156
	Iteration 44Q: 3 clusters Score -1146866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1146867.250000 Penalty: 3071.910156
	Iteration 45Q: 3 clusters Score -1146867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1146870.875000 Penalty: 3071.910156
	Iteration 46Q: 3 clusters Score -1146871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1146875.000000 Penalty: 3071.910156
	Iteration 47Q: 3 clusters Score -1146875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1146881.250000 Penalty: 3071.910156
	Iteration 48Q: 3 clusters Score -1146881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1146888.125000 Penalty: 3071.910156
	Iteration 49Q: 3 clusters Score -1146888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1146891.375000 Penalty: 3071.910156
	Iteration 50Q: 3 clusters Score -1146891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1146898.750000 Penalty: 3071.910156
	Iteration 51Q: 3 clusters Score -1146899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1146901.125000 Penalty: 3071.910156
	Iteration 52Q: 3 clusters Score -1146901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1146902.750000 Penalty: 3071.910156
	Iteration 53Q: 3 clusters Score -1146903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1146903.000000 Penalty: 3071.910156
	Iteration 54Q: 3 clusters Score -1146903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1146908.125000 Penalty: 3071.910156
	Iteration 55Q: 3 clusters Score -1146908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1146908.125000 Penalty: 3071.910156
	Iteration 56Q: 3 clusters Score -1146908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1146908.750000 Penalty: 3071.910156
	Iteration 57Q: 3 clusters Score -1146909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1146908.750000 Penalty: 3071.910156
	Iteration 58F: 3 clusters Score -1146909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -558688.750000 Penalty: 1430.629639
	Iteration 0F: 2 clusters Score -558688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -553668.187500 Penalty: 2861.259277
	Iteration 0F: 3 clusters Score -553668.2 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -555144.625000 Penalty: 2861.259277
	Iteration 1F: 3 clusters Score -555144.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -555362.562500 Penalty: 2861.259277
	Iteration 2F: 3 clusters Score -555362.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -555528.875000 Penalty: 2861.259277
	Iteration 3F: 3 clusters Score -555528.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -555692.000000 Penalty: 2861.259277
	Iteration 4Q: 3 clusters Score -555692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -555862.625000 Penalty: 2861.259277
	Iteration 5Q: 3 clusters Score -555862.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -556027.437500 Penalty: 2861.259277
	Iteration 6Q: 3 clusters Score -556027.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -556179.375000 Penalty: 2861.259277
	Iteration 7Q: 3 clusters Score -556179.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -556340.250000 Penalty: 2861.259277
	Iteration 8Q: 3 clusters Score -556340.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -556492.437500 Penalty: 2861.259277
	Iteration 9Q: 3 clusters Score -556492.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -556618.562500 Penalty: 2861.259277
	Iteration 10Q: 3 clusters Score -556618.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -556736.375000 Penalty: 2861.259277
	Iteration 11Q: 3 clusters Score -556736.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -556834.312500 Penalty: 2861.259277
	Iteration 12Q: 3 clusters Score -556834.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -556915.250000 Penalty: 2861.259277
	Iteration 13Q: 3 clusters Score -556915.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -557006.000000 Penalty: 2861.259277
	Iteration 14Q: 3 clusters Score -557006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -557090.500000 Penalty: 2861.259277
	Iteration 15Q: 3 clusters Score -557090.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -557163.750000 Penalty: 2861.259277
	Iteration 16Q: 3 clusters Score -557163.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -557210.125000 Penalty: 2861.259277
	Iteration 17Q: 3 clusters Score -557210.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -557245.437500 Penalty: 2861.259277
	Iteration 18Q: 3 clusters Score -557245.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -557282.375000 Penalty: 2861.259277
	Iteration 19Q: 3 clusters Score -557282.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -557306.562500 Penalty: 2861.259277
	Iteration 20F: 3 clusters Score -557306.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -557329.312500 Penalty: 2861.259277
	Iteration 21Q: 3 clusters Score -557329.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -557343.375000 Penalty: 2861.259277
	Iteration 22Q: 3 clusters Score -557343.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -557354.750000 Penalty: 2861.259277
	Iteration 23Q: 3 clusters Score -557354.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -557365.500000 Penalty: 2861.259277
	Iteration 24Q: 3 clusters Score -557365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -557373.625000 Penalty: 2861.259277
	Iteration 25Q: 3 clusters Score -557373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -557380.750000 Penalty: 2861.259277
	Iteration 26Q: 3 clusters Score -557380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -557388.375000 Penalty: 2861.259277
	Iteration 27Q: 3 clusters Score -557388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -557396.000000 Penalty: 2861.259277
	Iteration 28Q: 3 clusters Score -557396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -557399.750000 Penalty: 2861.259277
	Iteration 29Q: 3 clusters Score -557399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -557405.062500 Penalty: 2861.259277
	Iteration 30Q: 3 clusters Score -557405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -557407.562500 Penalty: 2861.259277
	Iteration 31Q: 3 clusters Score -557407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -557410.125000 Penalty: 2861.259277
	Iteration 32Q: 3 clusters Score -557410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -557415.000000 Penalty: 2861.259277
	Iteration 33Q: 3 clusters Score -557415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -557421.812500 Penalty: 2861.259277
	Iteration 34Q: 3 clusters Score -557421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -557425.187500 Penalty: 2861.259277
	Iteration 35Q: 3 clusters Score -557425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -557432.312500 Penalty: 2861.259277
	Iteration 36Q: 3 clusters Score -557432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -557438.687500 Penalty: 2861.259277
	Iteration 37Q: 3 clusters Score -557438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -557449.375000 Penalty: 2861.259277
	Iteration 38Q: 3 clusters Score -557449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -557456.062500 Penalty: 2861.259277
	Iteration 39Q: 3 clusters Score -557456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -557461.812500 Penalty: 2861.259277
	Iteration 40F: 3 clusters Score -557461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -557467.625000 Penalty: 2861.259277
	Iteration 41Q: 3 clusters Score -557467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -557469.437500 Penalty: 2861.259277
	Iteration 42Q: 3 clusters Score -557469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -557470.062500 Penalty: 2861.259277
	Iteration 43Q: 3 clusters Score -557470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -557470.437500 Penalty: 2861.259277
	Iteration 44Q: 3 clusters Score -557470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -557470.437500 Penalty: 2861.259277
	Iteration 45F: 3 clusters Score -557470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -485454.000000 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -485454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -480898.593750 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -480898.6 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -482624.906250 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -482624.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -483738.218750 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -483738.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -485013.156250 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -485013.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -485735.843750 Penalty: 2821.659668
	Iteration 4F: 3 clusters Score -485735.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -486035.781250 Penalty: 2821.659668
	Iteration 5F: 3 clusters Score -486035.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -486145.187500 Penalty: 2821.659668
	Iteration 6Q: 3 clusters Score -486145.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -486190.531250 Penalty: 2821.659668
	Iteration 7Q: 3 clusters Score -486190.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -486215.968750 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -486216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -486237.406250 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -486237.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -486251.625000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -486251.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -486260.437500 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -486260.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -486265.875000 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -486265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -486271.437500 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -486271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -486274.187500 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -486274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -486275.625000 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -486275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -486276.093750 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -486276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -486276.093750 Penalty: 2821.659668
	Iteration 17F: 3 clusters Score -486276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 4718 members 
Entering Unmasked Estep 
Score: -76304936.000000 Penalty: 64585.257812
Splitting cluster 9 changes total score from -76305080.000000 to -76304936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (97694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Entering Unmasked Estep 
Score: -8763327.000000 Penalty: 1867.059204
	Iteration 0F: 2 clusters Score -8763327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -8697928.000000 Penalty: 3734.118408
	Iteration 0F: 3 clusters Score -8697928 nChanged 46678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -8724901.000000 Penalty: 3734.118408
	Iteration 1F: 3 clusters Score -8724901 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -8725557.000000 Penalty: 3734.118408
	Iteration 2Q: 3 clusters Score -8725557 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -8726453.000000 Penalty: 3734.118408
	Iteration 3Q: 3 clusters Score -8726453 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -8727584.000000 Penalty: 3734.118408
	Iteration 4Q: 3 clusters Score -8727584 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -8729068.000000 Penalty: 3734.118408
	Iteration 5Q: 3 clusters Score -8729068 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -8731264.000000 Penalty: 3734.118408
	Iteration 6Q: 3 clusters Score -8731264 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8734667.000000 Penalty: 3734.118408
	Iteration 7F: 3 clusters Score -8734667 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8739148.000000 Penalty: 3734.118408
	Iteration 8F: 3 clusters Score -8739148 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8743383.000000 Penalty: 3734.118408
	Iteration 9F: 3 clusters Score -8743383 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8746106.000000 Penalty: 3734.118408
	Iteration 10Q: 3 clusters Score -8746106 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -8747593.000000 Penalty: 3734.118408
	Iteration 11Q: 3 clusters Score -8747593 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -8748640.000000 Penalty: 3734.118408
	Iteration 12Q: 3 clusters Score -8748640 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -8749535.000000 Penalty: 3734.118408
	Iteration 13Q: 3 clusters Score -8749535 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -8750527.000000 Penalty: 3734.118408
	Iteration 14Q: 3 clusters Score -8750527 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -8751608.000000 Penalty: 3734.118408
	Iteration 15Q: 3 clusters Score -8751608 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -8752728.000000 Penalty: 3734.118408
	Iteration 16Q: 3 clusters Score -8752728 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -8754024.000000 Penalty: 3734.118408
	Iteration 17Q: 3 clusters Score -8754024 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -8755327.000000 Penalty: 3734.118408
	Iteration 18Q: 3 clusters Score -8755327 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -8756709.000000 Penalty: 3734.118408
	Iteration 19Q: 3 clusters Score -8756709 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -8757832.000000 Penalty: 3734.118408
	Iteration 20F: 3 clusters Score -8757832 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -8758794.000000 Penalty: 3734.118408
	Iteration 21Q: 3 clusters Score -8758794 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -8759484.000000 Penalty: 3734.118408
	Iteration 22Q: 3 clusters Score -8759484 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -8760079.000000 Penalty: 3734.118408
	Iteration 23Q: 3 clusters Score -8760079 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -8760523.000000 Penalty: 3734.118408
	Iteration 24Q: 3 clusters Score -8760523 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -8760851.000000 Penalty: 3734.118408
	Iteration 25Q: 3 clusters Score -8760851 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -8761050.000000 Penalty: 3734.118408
	Iteration 26Q: 3 clusters Score -8761050 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -8761226.000000 Penalty: 3734.118408
	Iteration 27Q: 3 clusters Score -8761226 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -8761336.000000 Penalty: 3734.118408
	Iteration 28Q: 3 clusters Score -8761336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 94594 members 
Entering Unmasked Estep 
Score: -8761434.000000 Penalty: 3734.118408
	Iteration 29Q: 3 clusters Score -8761434 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -8761501.000000 Penalty: 3734.118408
	Iteration 30Q: 3 clusters Score -8761501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -8761536.000000 Penalty: 3734.118408
	Iteration 31Q: 3 clusters Score -8761536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -8761566.000000 Penalty: 3734.118408
	Iteration 32Q: 3 clusters Score -8761566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -8761595.000000 Penalty: 3734.118408
	Iteration 33Q: 3 clusters Score -8761595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -8761637.000000 Penalty: 3734.118408
	Iteration 34Q: 3 clusters Score -8761637 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -8761646.000000 Penalty: 3734.118408
	Iteration 35Q: 3 clusters Score -8761646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -8761655.000000 Penalty: 3734.118408
	Iteration 36Q: 3 clusters Score -8761655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -8761679.000000 Penalty: 3734.118408
	Iteration 37Q: 3 clusters Score -8761679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -8761707.000000 Penalty: 3734.118408
	Iteration 38Q: 3 clusters Score -8761707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -8761706.000000 Penalty: 3734.118408
	Iteration 39Q: 3 clusters Score -8761706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -8761720.000000 Penalty: 3734.118408
	Iteration 40F: 3 clusters Score -8761720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -8761737.000000 Penalty: 3734.118408
	Iteration 41Q: 3 clusters Score -8761737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -8761753.000000 Penalty: 3734.118408
	Iteration 42Q: 3 clusters Score -8761753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -8761781.000000 Penalty: 3734.118408
	Iteration 43Q: 3 clusters Score -8761781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 96015 members 
Entering Unmasked Estep 
Score: -8761804.000000 Penalty: 3734.118408
	Iteration 44Q: 3 clusters Score -8761804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -8761802.000000 Penalty: 3734.118408
	Iteration 45Q: 3 clusters Score -8761802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -8761845.000000 Penalty: 3734.118408
	Iteration 46Q: 3 clusters Score -8761845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -8761850.000000 Penalty: 3734.118408
	Iteration 47Q: 3 clusters Score -8761850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -8761851.000000 Penalty: 3734.118408
	Iteration 48Q: 3 clusters Score -8761851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -8761861.000000 Penalty: 3734.118408
	Iteration 49Q: 3 clusters Score -8761861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -8761878.000000 Penalty: 3734.118408
	Iteration 50Q: 3 clusters Score -8761878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -8761864.000000 Penalty: 3734.118408
	Iteration 51Q: 3 clusters Score -8761864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -8761864.000000 Penalty: 3734.118408
	Iteration 52Q: 3 clusters Score -8761864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -8761867.000000 Penalty: 3734.118408
	Iteration 53Q: 3 clusters Score -8761867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -8761876.000000 Penalty: 3734.118408
	Iteration 54Q: 3 clusters Score -8761876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -8761866.000000 Penalty: 3734.118408
	Iteration 55Q: 3 clusters Score -8761866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -8761862.000000 Penalty: 3734.118408
	Iteration 56Q: 3 clusters Score -8761862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -8761863.000000 Penalty: 3734.118408
	Iteration 57Q: 3 clusters Score -8761863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -8761870.000000 Penalty: 3734.118408
	Iteration 58Q: 3 clusters Score -8761870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -8761876.000000 Penalty: 3734.118408
	Iteration 59Q: 3 clusters Score -8761876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -8761886.000000 Penalty: 3734.118408
	Iteration 60F: 3 clusters Score -8761886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -8761895.000000 Penalty: 3734.118408
	Iteration 61Q: 3 clusters Score -8761895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -8761886.000000 Penalty: 3734.118408
	Iteration 62Q: 3 clusters Score -8761886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -8761884.000000 Penalty: 3734.118408
	Iteration 63Q: 3 clusters Score -8761884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -8761877.000000 Penalty: 3734.118408
	Iteration 64Q: 3 clusters Score -8761877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -8761881.000000 Penalty: 3734.118408
	Iteration 65Q: 3 clusters Score -8761881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -8761888.000000 Penalty: 3734.118408
	Iteration 66Q: 3 clusters Score -8761888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -8761894.000000 Penalty: 3734.118408
	Iteration 67Q: 3 clusters Score -8761894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -8761886.000000 Penalty: 3734.118408
	Iteration 68Q: 3 clusters Score -8761886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -8761882.000000 Penalty: 3734.118408
	Iteration 69Q: 3 clusters Score -8761882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -8761887.000000 Penalty: 3734.118408
	Iteration 70Q: 3 clusters Score -8761887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -8761886.000000 Penalty: 3734.118408
	Iteration 71Q: 3 clusters Score -8761886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -8761889.000000 Penalty: 3734.118408
	Iteration 72Q: 3 clusters Score -8761889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -8761888.000000 Penalty: 3734.118408
	Iteration 73Q: 3 clusters Score -8761888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -8761894.000000 Penalty: 3734.118408
	Iteration 74Q: 3 clusters Score -8761894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -8761894.000000 Penalty: 3734.118408
	Iteration 75Q: 3 clusters Score -8761894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -8761890.000000 Penalty: 3734.118408
	Iteration 76Q: 3 clusters Score -8761890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -8761901.000000 Penalty: 3734.118408
	Iteration 77Q: 3 clusters Score -8761901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -8761898.000000 Penalty: 3734.118408
	Iteration 78Q: 3 clusters Score -8761898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -8761918.000000 Penalty: 3734.118408
	Iteration 79Q: 3 clusters Score -8761918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -8761916.000000 Penalty: 3734.118408
	Iteration 80F: 3 clusters Score -8761916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -8761908.000000 Penalty: 3734.118408
	Iteration 81Q: 3 clusters Score -8761908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -8761910.000000 Penalty: 3734.118408
	Iteration 82Q: 3 clusters Score -8761910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -8761909.000000 Penalty: 3734.118408
	Iteration 83Q: 3 clusters Score -8761909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -8761907.000000 Penalty: 3734.118408
	Iteration 84Q: 3 clusters Score -8761907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -8761908.000000 Penalty: 3734.118408
	Iteration 85Q: 3 clusters Score -8761908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -8761910.000000 Penalty: 3734.118408
	Iteration 86Q: 3 clusters Score -8761910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -8761903.000000 Penalty: 3734.118408
	Iteration 87Q: 3 clusters Score -8761903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -8761920.000000 Penalty: 3734.118408
	Iteration 88Q: 3 clusters Score -8761920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -8761914.000000 Penalty: 3734.118408
	Iteration 89Q: 3 clusters Score -8761914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -8761918.000000 Penalty: 3734.118408
	Iteration 90Q: 3 clusters Score -8761918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -8761927.000000 Penalty: 3734.118408
	Iteration 91Q: 3 clusters Score -8761927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -8761930.000000 Penalty: 3734.118408
	Iteration 92Q: 3 clusters Score -8761930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -8761939.000000 Penalty: 3734.118408
	Iteration 93Q: 3 clusters Score -8761939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -8761941.000000 Penalty: 3734.118408
	Iteration 94Q: 3 clusters Score -8761941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -8761934.000000 Penalty: 3734.118408
	Iteration 95Q: 3 clusters Score -8761934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -8761943.000000 Penalty: 3734.118408
	Iteration 96Q: 3 clusters Score -8761943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -8761947.000000 Penalty: 3734.118408
	Iteration 97Q: 3 clusters Score -8761947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -8761947.000000 Penalty: 3734.118408
	Iteration 98F: 3 clusters Score -8761947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Entering Unmasked Estep 
Score: -7530298.500000 Penalty: 1846.343506
	Iteration 0F: 2 clusters Score -7530298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -7472823.000000 Penalty: 3692.687012
	Iteration 0F: 3 clusters Score -7472823 nChanged 40854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -7496519.500000 Penalty: 3692.687012
	Iteration 1F: 3 clusters Score -7496520 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7497578.000000 Penalty: 3692.687012
	Iteration 2Q: 3 clusters Score -7497578 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7499371.500000 Penalty: 3692.687012
	Iteration 3Q: 3 clusters Score -7499372 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7502185.000000 Penalty: 3692.687012
	Iteration 4F: 3 clusters Score -7502185 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7506309.000000 Penalty: 3692.687012
	Iteration 5F: 3 clusters Score -7506309 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -7511064.000000 Penalty: 3692.687012
	Iteration 6F: 3 clusters Score -7511064 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -7515604.500000 Penalty: 3692.687012
	Iteration 7F: 3 clusters Score -7515604 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -7519422.000000 Penalty: 3692.687012
	Iteration 8F: 3 clusters Score -7519422 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -7522330.500000 Penalty: 3692.687012
	Iteration 9Q: 3 clusters Score -7522330 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7524301.000000 Penalty: 3692.687012
	Iteration 10Q: 3 clusters Score -7524301 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7525683.500000 Penalty: 3692.687012
	Iteration 11Q: 3 clusters Score -7525684 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7526536.000000 Penalty: 3692.687012
	Iteration 12Q: 3 clusters Score -7526536 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7527210.500000 Penalty: 3692.687012
	Iteration 13Q: 3 clusters Score -7527210 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7527640.500000 Penalty: 3692.687012
	Iteration 14Q: 3 clusters Score -7527640 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7527929.000000 Penalty: 3692.687012
	Iteration 15Q: 3 clusters Score -7527929 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7528154.000000 Penalty: 3692.687012
	Iteration 16Q: 3 clusters Score -7528154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7528285.500000 Penalty: 3692.687012
	Iteration 17Q: 3 clusters Score -7528286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7528401.500000 Penalty: 3692.687012
	Iteration 18Q: 3 clusters Score -7528402 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7528503.500000 Penalty: 3692.687012
	Iteration 19Q: 3 clusters Score -7528504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7528605.000000 Penalty: 3692.687012
	Iteration 20F: 3 clusters Score -7528605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7528658.000000 Penalty: 3692.687012
	Iteration 21Q: 3 clusters Score -7528658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7528699.000000 Penalty: 3692.687012
	Iteration 22Q: 3 clusters Score -7528699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7528718.000000 Penalty: 3692.687012
	Iteration 23Q: 3 clusters Score -7528718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7528727.500000 Penalty: 3692.687012
	Iteration 24Q: 3 clusters Score -7528728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7528743.500000 Penalty: 3692.687012
	Iteration 25Q: 3 clusters Score -7528744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7528740.000000 Penalty: 3692.687012
	Iteration 26Q: 3 clusters Score -7528740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7528763.500000 Penalty: 3692.687012
	Iteration 27Q: 3 clusters Score -7528764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7528775.000000 Penalty: 3692.687012
	Iteration 28Q: 3 clusters Score -7528775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7528782.500000 Penalty: 3692.687012
	Iteration 29Q: 3 clusters Score -7528782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7528785.000000 Penalty: 3692.687012
	Iteration 30Q: 3 clusters Score -7528785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7528783.500000 Penalty: 3692.687012
	Iteration 31Q: 3 clusters Score -7528784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7528790.500000 Penalty: 3692.687012
	Iteration 32Q: 3 clusters Score -7528790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7528787.000000 Penalty: 3692.687012
	Iteration 33Q: 3 clusters Score -7528787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7528786.500000 Penalty: 3692.687012
	Iteration 34Q: 3 clusters Score -7528786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7528787.500000 Penalty: 3692.687012
	Iteration 35Q: 3 clusters Score -7528788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7528787.500000 Penalty: 3692.687012
	Iteration 36F: 3 clusters Score -7528788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Entering Unmasked Estep 
Score: -4504778.000000 Penalty: 1765.273438
	Iteration 0F: 2 clusters Score -4504778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4469752.500000 Penalty: 3530.546875
	Iteration 0F: 3 clusters Score -4469752 nChanged 24591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4483830.500000 Penalty: 3530.546875
	Iteration 1F: 3 clusters Score -4483830 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -4484491.000000 Penalty: 3530.546875
	Iteration 2Q: 3 clusters Score -4484491 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4485234.000000 Penalty: 3530.546875
	Iteration 3Q: 3 clusters Score -4485234 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4486047.500000 Penalty: 3530.546875
	Iteration 4Q: 3 clusters Score -4486048 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4487061.000000 Penalty: 3530.546875
	Iteration 5Q: 3 clusters Score -4487061 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4488190.500000 Penalty: 3530.546875
	Iteration 6Q: 3 clusters Score -4488190 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4489470.500000 Penalty: 3530.546875
	Iteration 7Q: 3 clusters Score -4489470 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4490688.000000 Penalty: 3530.546875
	Iteration 8Q: 3 clusters Score -4490688 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4492124.500000 Penalty: 3530.546875
	Iteration 9Q: 3 clusters Score -4492124 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4493894.500000 Penalty: 3530.546875
	Iteration 10Q: 3 clusters Score -4493894 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4495926.000000 Penalty: 3530.546875
	Iteration 11Q: 3 clusters Score -4495926 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4497468.500000 Penalty: 3530.546875
	Iteration 12Q: 3 clusters Score -4497468 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4498509.000000 Penalty: 3530.546875
	Iteration 13Q: 3 clusters Score -4498509 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4499206.000000 Penalty: 3530.546875
	Iteration 14Q: 3 clusters Score -4499206 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4499759.500000 Penalty: 3530.546875
	Iteration 15Q: 3 clusters Score -4499760 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4500327.000000 Penalty: 3530.546875
	Iteration 16Q: 3 clusters Score -4500327 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4500825.000000 Penalty: 3530.546875
	Iteration 17Q: 3 clusters Score -4500825 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4501228.500000 Penalty: 3530.546875
	Iteration 18Q: 3 clusters Score -4501228 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4501603.000000 Penalty: 3530.546875
	Iteration 19Q: 3 clusters Score -4501603 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4501924.000000 Penalty: 3530.546875
	Iteration 20F: 3 clusters Score -4501924 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4502182.000000 Penalty: 3530.546875
	Iteration 21Q: 3 clusters Score -4502182 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4502428.000000 Penalty: 3530.546875
	Iteration 22Q: 3 clusters Score -4502428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4502602.500000 Penalty: 3530.546875
	Iteration 23Q: 3 clusters Score -4502602 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4502752.000000 Penalty: 3530.546875
	Iteration 24Q: 3 clusters Score -4502752 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4502871.000000 Penalty: 3530.546875
	Iteration 25Q: 3 clusters Score -4502871 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4502956.000000 Penalty: 3530.546875
	Iteration 26Q: 3 clusters Score -4502956 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4503057.000000 Penalty: 3530.546875
	Iteration 27Q: 3 clusters Score -4503057 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4503119.500000 Penalty: 3530.546875
	Iteration 28Q: 3 clusters Score -4503120 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4503165.500000 Penalty: 3530.546875
	Iteration 29Q: 3 clusters Score -4503166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4503210.000000 Penalty: 3530.546875
	Iteration 30Q: 3 clusters Score -4503210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4503242.500000 Penalty: 3530.546875
	Iteration 31Q: 3 clusters Score -4503242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4503279.000000 Penalty: 3530.546875
	Iteration 32Q: 3 clusters Score -4503279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4503291.500000 Penalty: 3530.546875
	Iteration 33Q: 3 clusters Score -4503292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4503305.500000 Penalty: 3530.546875
	Iteration 34Q: 3 clusters Score -4503306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4503333.500000 Penalty: 3530.546875
	Iteration 35Q: 3 clusters Score -4503334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4503349.500000 Penalty: 3530.546875
	Iteration 36Q: 3 clusters Score -4503350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4503371.000000 Penalty: 3530.546875
	Iteration 37Q: 3 clusters Score -4503371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4503385.000000 Penalty: 3530.546875
	Iteration 38Q: 3 clusters Score -4503385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4503402.500000 Penalty: 3530.546875
	Iteration 39Q: 3 clusters Score -4503402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4503409.000000 Penalty: 3530.546875
	Iteration 40F: 3 clusters Score -4503409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4503424.000000 Penalty: 3530.546875
	Iteration 41Q: 3 clusters Score -4503424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4503446.500000 Penalty: 3530.546875
	Iteration 42Q: 3 clusters Score -4503446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4503461.000000 Penalty: 3530.546875
	Iteration 43Q: 3 clusters Score -4503461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4503453.500000 Penalty: 3530.546875
	Iteration 44Q: 3 clusters Score -4503454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4503465.500000 Penalty: 3530.546875
	Iteration 45Q: 3 clusters Score -4503466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4503472.500000 Penalty: 3530.546875
	Iteration 46Q: 3 clusters Score -4503472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4503468.500000 Penalty: 3530.546875
	Iteration 47Q: 3 clusters Score -4503468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4503477.000000 Penalty: 3530.546875
	Iteration 48Q: 3 clusters Score -4503477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4503480.500000 Penalty: 3530.546875
	Iteration 49Q: 3 clusters Score -4503480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4503486.000000 Penalty: 3530.546875
	Iteration 50Q: 3 clusters Score -4503486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4503483.500000 Penalty: 3530.546875
	Iteration 51Q: 3 clusters Score -4503484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4503485.000000 Penalty: 3530.546875
	Iteration 52Q: 3 clusters Score -4503485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4503483.500000 Penalty: 3530.546875
	Iteration 53Q: 3 clusters Score -4503484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4503486.000000 Penalty: 3530.546875
	Iteration 54Q: 3 clusters Score -4503486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4503490.500000 Penalty: 3530.546875
	Iteration 55Q: 3 clusters Score -4503490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4503491.000000 Penalty: 3530.546875
	Iteration 56Q: 3 clusters Score -4503491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4503495.000000 Penalty: 3530.546875
	Iteration 57Q: 3 clusters Score -4503495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4503492.500000 Penalty: 3530.546875
	Iteration 58Q: 3 clusters Score -4503492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4503493.000000 Penalty: 3530.546875
	Iteration 59Q: 3 clusters Score -4503493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4503495.500000 Penalty: 3530.546875
	Iteration 60F: 3 clusters Score -4503496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4503495.000000 Penalty: 3530.546875
	Iteration 61Q: 3 clusters Score -4503495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4503495.500000 Penalty: 3530.546875
	Iteration 62Q: 3 clusters Score -4503496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4503494.000000 Penalty: 3530.546875
	Iteration 63Q: 3 clusters Score -4503494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4503492.000000 Penalty: 3530.546875
	Iteration 64Q: 3 clusters Score -4503492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4503490.500000 Penalty: 3530.546875
	Iteration 65Q: 3 clusters Score -4503490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4503491.000000 Penalty: 3530.546875
	Iteration 66Q: 3 clusters Score -4503491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4503492.500000 Penalty: 3530.546875
	Iteration 67Q: 3 clusters Score -4503492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4503494.500000 Penalty: 3530.546875
	Iteration 68Q: 3 clusters Score -4503494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4503493.000000 Penalty: 3530.546875
	Iteration 69Q: 3 clusters Score -4503493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4503493.000000 Penalty: 3530.546875
	Iteration 70F: 3 clusters Score -4503493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Entering Unmasked Estep 
Score: -4294041.000000 Penalty: 1755.655762
	Iteration 0F: 2 clusters Score -4294041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4261051.000000 Penalty: 3511.311523
	Iteration 0F: 3 clusters Score -4261051 nChanged 23172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4274926.000000 Penalty: 3511.311523
	Iteration 1F: 3 clusters Score -4274926 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4276207.000000 Penalty: 3511.311523
	Iteration 2F: 3 clusters Score -4276207 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4277917.500000 Penalty: 3511.311523
	Iteration 3F: 3 clusters Score -4277918 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4279947.000000 Penalty: 3511.311523
	Iteration 4F: 3 clusters Score -4279947 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4282331.000000 Penalty: 3511.311523
	Iteration 5F: 3 clusters Score -4282331 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4284845.000000 Penalty: 3511.311523
	Iteration 6F: 3 clusters Score -4284845 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4287282.500000 Penalty: 3511.311523
	Iteration 7F: 3 clusters Score -4287282 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4289132.500000 Penalty: 3511.311523
	Iteration 8Q: 3 clusters Score -4289132 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4290199.000000 Penalty: 3511.311523
	Iteration 9Q: 3 clusters Score -4290199 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4290864.500000 Penalty: 3511.311523
	Iteration 10Q: 3 clusters Score -4290864 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4291372.000000 Penalty: 3511.311523
	Iteration 11Q: 3 clusters Score -4291372 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4291809.500000 Penalty: 3511.311523
	Iteration 12Q: 3 clusters Score -4291810 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4292193.000000 Penalty: 3511.311523
	Iteration 13Q: 3 clusters Score -4292193 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4292446.000000 Penalty: 3511.311523
	Iteration 14Q: 3 clusters Score -4292446 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4292658.000000 Penalty: 3511.311523
	Iteration 15Q: 3 clusters Score -4292658 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4292801.000000 Penalty: 3511.311523
	Iteration 16Q: 3 clusters Score -4292801 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4292953.000000 Penalty: 3511.311523
	Iteration 17Q: 3 clusters Score -4292953 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4293063.000000 Penalty: 3511.311523
	Iteration 18Q: 3 clusters Score -4293063 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4293110.500000 Penalty: 3511.311523
	Iteration 19Q: 3 clusters Score -4293110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4293179.500000 Penalty: 3511.311523
	Iteration 20F: 3 clusters Score -4293180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4293206.500000 Penalty: 3511.311523
	Iteration 21Q: 3 clusters Score -4293206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4293255.500000 Penalty: 3511.311523
	Iteration 22Q: 3 clusters Score -4293256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4293284.500000 Penalty: 3511.311523
	Iteration 23Q: 3 clusters Score -4293284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4293313.000000 Penalty: 3511.311523
	Iteration 24Q: 3 clusters Score -4293313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4293336.000000 Penalty: 3511.311523
	Iteration 25Q: 3 clusters Score -4293336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4293339.500000 Penalty: 3511.311523
	Iteration 26Q: 3 clusters Score -4293340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4293345.500000 Penalty: 3511.311523
	Iteration 27Q: 3 clusters Score -4293346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4293365.000000 Penalty: 3511.311523
	Iteration 28Q: 3 clusters Score -4293365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4293368.500000 Penalty: 3511.311523
	Iteration 29Q: 3 clusters Score -4293368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4293385.000000 Penalty: 3511.311523
	Iteration 30Q: 3 clusters Score -4293385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4293389.500000 Penalty: 3511.311523
	Iteration 31Q: 3 clusters Score -4293390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4293394.000000 Penalty: 3511.311523
	Iteration 32Q: 3 clusters Score -4293394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4293404.000000 Penalty: 3511.311523
	Iteration 33Q: 3 clusters Score -4293404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4293418.500000 Penalty: 3511.311523
	Iteration 34Q: 3 clusters Score -4293418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4293420.500000 Penalty: 3511.311523
	Iteration 35Q: 3 clusters Score -4293420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4293424.500000 Penalty: 3511.311523
	Iteration 36Q: 3 clusters Score -4293424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4293421.000000 Penalty: 3511.311523
	Iteration 37Q: 3 clusters Score -4293421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4293429.000000 Penalty: 3511.311523
	Iteration 38Q: 3 clusters Score -4293429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4293433.000000 Penalty: 3511.311523
	Iteration 39Q: 3 clusters Score -4293433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4293439.000000 Penalty: 3511.311523
	Iteration 40F: 3 clusters Score -4293439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4293450.000000 Penalty: 3511.311523
	Iteration 41Q: 3 clusters Score -4293450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4293454.000000 Penalty: 3511.311523
	Iteration 42Q: 3 clusters Score -4293454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4293455.500000 Penalty: 3511.311523
	Iteration 43Q: 3 clusters Score -4293456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4293457.500000 Penalty: 3511.311523
	Iteration 44Q: 3 clusters Score -4293458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4293456.000000 Penalty: 3511.311523
	Iteration 45Q: 3 clusters Score -4293456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4293459.000000 Penalty: 3511.311523
	Iteration 46Q: 3 clusters Score -4293459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4293458.500000 Penalty: 3511.311523
	Iteration 47Q: 3 clusters Score -4293458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4293465.000000 Penalty: 3511.311523
	Iteration 48Q: 3 clusters Score -4293465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4293462.000000 Penalty: 3511.311523
	Iteration 49Q: 3 clusters Score -4293462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4293462.000000 Penalty: 3511.311523
	Iteration 50Q: 3 clusters Score -4293462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4293462.500000 Penalty: 3511.311523
	Iteration 51Q: 3 clusters Score -4293462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4293455.500000 Penalty: 3511.311523
	Iteration 52Q: 3 clusters Score -4293456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4293458.500000 Penalty: 3511.311523
	Iteration 53Q: 3 clusters Score -4293458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4293458.000000 Penalty: 3511.311523
	Iteration 54Q: 3 clusters Score -4293458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4293462.000000 Penalty: 3511.311523
	Iteration 55Q: 3 clusters Score -4293462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4293459.500000 Penalty: 3511.311523
	Iteration 56Q: 3 clusters Score -4293460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4293459.500000 Penalty: 3511.311523
	Iteration 57Q: 3 clusters Score -4293460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4293463.500000 Penalty: 3511.311523
	Iteration 58Q: 3 clusters Score -4293464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4293458.500000 Penalty: 3511.311523
	Iteration 59Q: 3 clusters Score -4293458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4293464.000000 Penalty: 3511.311523
	Iteration 60F: 3 clusters Score -4293464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4293462.500000 Penalty: 3511.311523
	Iteration 61Q: 3 clusters Score -4293462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4293469.500000 Penalty: 3511.311523
	Iteration 62Q: 3 clusters Score -4293470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4293471.500000 Penalty: 3511.311523
	Iteration 63Q: 3 clusters Score -4293472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4293472.500000 Penalty: 3511.311523
	Iteration 64Q: 3 clusters Score -4293472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4293472.000000 Penalty: 3511.311523
	Iteration 65Q: 3 clusters Score -4293472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4293470.000000 Penalty: 3511.311523
	Iteration 66Q: 3 clusters Score -4293470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4293472.500000 Penalty: 3511.311523
	Iteration 67Q: 3 clusters Score -4293472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4293473.500000 Penalty: 3511.311523
	Iteration 68Q: 3 clusters Score -4293474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4293473.500000 Penalty: 3511.311523
	Iteration 69Q: 3 clusters Score -4293474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4293473.500000 Penalty: 3511.311523
	Iteration 70Q: 3 clusters Score -4293474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4293473.500000 Penalty: 3511.311523
	Iteration 71Q: 3 clusters Score -4293474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4293468.500000 Penalty: 3511.311523
	Iteration 72Q: 3 clusters Score -4293468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4293468.000000 Penalty: 3511.311523
	Iteration 73Q: 3 clusters Score -4293468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4293471.000000 Penalty: 3511.311523
	Iteration 74Q: 3 clusters Score -4293471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4293472.500000 Penalty: 3511.311523
	Iteration 75Q: 3 clusters Score -4293472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4293477.500000 Penalty: 3511.311523
	Iteration 76Q: 3 clusters Score -4293478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4293476.000000 Penalty: 3511.311523
	Iteration 77Q: 3 clusters Score -4293476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4293475.500000 Penalty: 3511.311523
	Iteration 78Q: 3 clusters Score -4293476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4293474.000000 Penalty: 3511.311523
	Iteration 79Q: 3 clusters Score -4293474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4293476.500000 Penalty: 3511.311523
	Iteration 80F: 3 clusters Score -4293476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4293474.000000 Penalty: 3511.311523
	Iteration 81Q: 3 clusters Score -4293474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4293470.500000 Penalty: 3511.311523
	Iteration 82Q: 3 clusters Score -4293470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4293468.500000 Penalty: 3511.311523
	Iteration 83Q: 3 clusters Score -4293468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4293466.500000 Penalty: 3511.311523
	Iteration 84Q: 3 clusters Score -4293466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4293469.000000 Penalty: 3511.311523
	Iteration 85Q: 3 clusters Score -4293469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4293466.500000 Penalty: 3511.311523
	Iteration 86Q: 3 clusters Score -4293466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4293467.500000 Penalty: 3511.311523
	Iteration 87Q: 3 clusters Score -4293468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4293463.500000 Penalty: 3511.311523
	Iteration 88Q: 3 clusters Score -4293464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4293463.500000 Penalty: 3511.311523
	Iteration 89F: 3 clusters Score -4293464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Entering Unmasked Estep 
Score: -579333.625000 Penalty: 1430.336670
	Iteration 0F: 2 clusters Score -579333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -574309.062500 Penalty: 2860.673340
	Iteration 0F: 3 clusters Score -574309.1 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -575777.312500 Penalty: 2860.673340
	Iteration 1F: 3 clusters Score -575777.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -576021.875000 Penalty: 2860.673340
	Iteration 2F: 3 clusters Score -576021.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -576286.687500 Penalty: 2860.673340
	Iteration 3F: 3 clusters Score -576286.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -576652.750000 Penalty: 2860.673340
	Iteration 4F: 3 clusters Score -576652.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -577072.937500 Penalty: 2860.673340
	Iteration 5F: 3 clusters Score -577072.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -577488.312500 Penalty: 2860.673340
	Iteration 6F: 3 clusters Score -577488.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -577850.500000 Penalty: 2860.673340
	Iteration 7F: 3 clusters Score -577850.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -578122.125000 Penalty: 2860.673340
	Iteration 8F: 3 clusters Score -578122.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -578334.062500 Penalty: 2860.673340
	Iteration 9Q: 3 clusters Score -578334.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -578487.750000 Penalty: 2860.673340
	Iteration 10Q: 3 clusters Score -578487.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -578586.750000 Penalty: 2860.673340
	Iteration 11Q: 3 clusters Score -578586.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -578646.500000 Penalty: 2860.673340
	Iteration 12Q: 3 clusters Score -578646.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -578697.937500 Penalty: 2860.673340
	Iteration 13Q: 3 clusters Score -578697.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -578741.250000 Penalty: 2860.673340
	Iteration 14Q: 3 clusters Score -578741.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -578785.812500 Penalty: 2860.673340
	Iteration 15Q: 3 clusters Score -578785.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -578820.625000 Penalty: 2860.673340
	Iteration 16Q: 3 clusters Score -578820.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -578846.312500 Penalty: 2860.673340
	Iteration 17Q: 3 clusters Score -578846.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -578871.437500 Penalty: 2860.673340
	Iteration 18Q: 3 clusters Score -578871.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -578894.500000 Penalty: 2860.673340
	Iteration 19Q: 3 clusters Score -578894.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -578920.875000 Penalty: 2860.673340
	Iteration 20F: 3 clusters Score -578920.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -578940.062500 Penalty: 2860.673340
	Iteration 21Q: 3 clusters Score -578940.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -578952.625000 Penalty: 2860.673340
	Iteration 22Q: 3 clusters Score -578952.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -578968.375000 Penalty: 2860.673340
	Iteration 23Q: 3 clusters Score -578968.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -578977.937500 Penalty: 2860.673340
	Iteration 24Q: 3 clusters Score -578977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -578984.062500 Penalty: 2860.673340
	Iteration 25Q: 3 clusters Score -578984.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -578990.750000 Penalty: 2860.673340
	Iteration 26Q: 3 clusters Score -578990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -578991.812500 Penalty: 2860.673340
	Iteration 27Q: 3 clusters Score -578991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -578992.812500 Penalty: 2860.673340
	Iteration 28Q: 3 clusters Score -578992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -578993.625000 Penalty: 2860.673340
	Iteration 29Q: 3 clusters Score -578993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -578994.062500 Penalty: 2860.673340
	Iteration 30Q: 3 clusters Score -578994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -578995.125000 Penalty: 2860.673340
	Iteration 31Q: 3 clusters Score -578995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -578995.875000 Penalty: 2860.673340
	Iteration 32Q: 3 clusters Score -578995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -578995.437500 Penalty: 2860.673340
	Iteration 33Q: 3 clusters Score -578995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -578994.812500 Penalty: 2860.673340
	Iteration 34Q: 3 clusters Score -578994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -578995.750000 Penalty: 2860.673340
	Iteration 35Q: 3 clusters Score -578995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -578995.812500 Penalty: 2860.673340
	Iteration 36Q: 3 clusters Score -578995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -578995.437500 Penalty: 2860.673340
	Iteration 37Q: 3 clusters Score -578995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -578996.937500 Penalty: 2860.673340
	Iteration 38Q: 3 clusters Score -578996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -578998.062500 Penalty: 2860.673340
	Iteration 39Q: 3 clusters Score -578998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -578997.375000 Penalty: 2860.673340
	Iteration 40F: 3 clusters Score -578997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -578998.125000 Penalty: 2860.673340
	Iteration 41Q: 3 clusters Score -578998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -578999.062500 Penalty: 2860.673340
	Iteration 42Q: 3 clusters Score -578999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -578999.937500 Penalty: 2860.673340
	Iteration 43Q: 3 clusters Score -578999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -579000.250000 Penalty: 2860.673340
	Iteration 44Q: 3 clusters Score -579000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -578999.625000 Penalty: 2860.673340
	Iteration 45Q: 3 clusters Score -578999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -579000.875000 Penalty: 2860.673340
	Iteration 46Q: 3 clusters Score -579000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -579001.750000 Penalty: 2860.673340
	Iteration 47Q: 3 clusters Score -579001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -579001.687500 Penalty: 2860.673340
	Iteration 48Q: 3 clusters Score -579001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -579000.625000 Penalty: 2860.673340
	Iteration 49Q: 3 clusters Score -579000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -579000.750000 Penalty: 2860.673340
	Iteration 50Q: 3 clusters Score -579000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -579000.750000 Penalty: 2860.673340
	Iteration 51F: 3 clusters Score -579000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Entering Unmasked Estep 
Score: -1086941.250000 Penalty: 1534.956543
	Iteration 0F: 2 clusters Score -1086941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1078123.625000 Penalty: 3069.913086
	Iteration 0F: 3 clusters Score -1078124 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1081298.250000 Penalty: 3069.913086
	Iteration 1F: 3 clusters Score -1081298 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1081821.500000 Penalty: 3069.913086
	Iteration 2F: 3 clusters Score -1081822 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1082445.375000 Penalty: 3069.913086
	Iteration 3F: 3 clusters Score -1082445 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1083175.625000 Penalty: 3069.913086
	Iteration 4F: 3 clusters Score -1083176 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1083884.875000 Penalty: 3069.913086
	Iteration 5F: 3 clusters Score -1083885 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1084475.000000 Penalty: 3069.913086
	Iteration 6F: 3 clusters Score -1084475 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1084889.125000 Penalty: 3069.913086
	Iteration 7Q: 3 clusters Score -1084889 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1085118.875000 Penalty: 3069.913086
	Iteration 8Q: 3 clusters Score -1085119 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1085268.000000 Penalty: 3069.913086
	Iteration 9Q: 3 clusters Score -1085268 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1085360.250000 Penalty: 3069.913086
	Iteration 10Q: 3 clusters Score -1085360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1085426.375000 Penalty: 3069.913086
	Iteration 11Q: 3 clusters Score -1085426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1085480.750000 Penalty: 3069.913086
	Iteration 12Q: 3 clusters Score -1085481 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1085517.125000 Penalty: 3069.913086
	Iteration 13Q: 3 clusters Score -1085517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1085554.625000 Penalty: 3069.913086
	Iteration 14Q: 3 clusters Score -1085555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1085589.125000 Penalty: 3069.913086
	Iteration 15Q: 3 clusters Score -1085589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1085612.000000 Penalty: 3069.913086
	Iteration 16Q: 3 clusters Score -1085612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1085628.500000 Penalty: 3069.913086
	Iteration 17Q: 3 clusters Score -1085628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1085632.250000 Penalty: 3069.913086
	Iteration 18Q: 3 clusters Score -1085632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1085642.250000 Penalty: 3069.913086
	Iteration 19Q: 3 clusters Score -1085642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1085649.875000 Penalty: 3069.913086
	Iteration 20F: 3 clusters Score -1085650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1085650.625000 Penalty: 3069.913086
	Iteration 21Q: 3 clusters Score -1085651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1085651.750000 Penalty: 3069.913086
	Iteration 22Q: 3 clusters Score -1085652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1085652.875000 Penalty: 3069.913086
	Iteration 23Q: 3 clusters Score -1085653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1085654.250000 Penalty: 3069.913086
	Iteration 24Q: 3 clusters Score -1085654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1085656.375000 Penalty: 3069.913086
	Iteration 25Q: 3 clusters Score -1085656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1085656.625000 Penalty: 3069.913086
	Iteration 26Q: 3 clusters Score -1085657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1085659.250000 Penalty: 3069.913086
	Iteration 27Q: 3 clusters Score -1085659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1085660.250000 Penalty: 3069.913086
	Iteration 28Q: 3 clusters Score -1085660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1085662.000000 Penalty: 3069.913086
	Iteration 29Q: 3 clusters Score -1085662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1085662.000000 Penalty: 3069.913086
	Iteration 30F: 3 clusters Score -1085662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (137384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Entering Unmasked Estep 
Score: -12147459.000000 Penalty: 1922.461914
	Iteration 0F: 2 clusters Score -1.214746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -12055423.000000 Penalty: 3844.923828
	Iteration 0F: 3 clusters Score -1.205542e+07 nChanged 66281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -12094000.000000 Penalty: 3844.923828
	Iteration 1F: 3 clusters Score -1.2094e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -12095460.000000 Penalty: 3844.923828
	Iteration 2Q: 3 clusters Score -1.209546e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -12097997.000000 Penalty: 3844.923828
	Iteration 3Q: 3 clusters Score -1.2098e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -12103075.000000 Penalty: 3844.923828
	Iteration 4F: 3 clusters Score -1.210308e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -12112506.000000 Penalty: 3844.923828
	Iteration 5F: 3 clusters Score -1.211251e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -12125876.000000 Penalty: 3844.923828
	Iteration 6F: 3 clusters Score -1.212588e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129648 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -12137956.000000 Penalty: 3844.923828
	Iteration 7F: 3 clusters Score -1.213796e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -12143655.000000 Penalty: 3844.923828
	Iteration 8Q: 3 clusters Score -1.214366e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12145207.000000 Penalty: 3844.923828
	Iteration 9Q: 3 clusters Score -1.214521e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12145545.000000 Penalty: 3844.923828
	Iteration 10Q: 3 clusters Score -1.214554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12145650.000000 Penalty: 3844.923828
	Iteration 11Q: 3 clusters Score -1.214565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12145685.000000 Penalty: 3844.923828
	Iteration 12Q: 3 clusters Score -1.214568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12145711.000000 Penalty: 3844.923828
	Iteration 13Q: 3 clusters Score -1.214571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12145724.000000 Penalty: 3844.923828
	Iteration 14Q: 3 clusters Score -1.214572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12145727.000000 Penalty: 3844.923828
	Iteration 15Q: 3 clusters Score -1.214573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12145725.000000 Penalty: 3844.923828
	Iteration 16Q: 3 clusters Score -1.214572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12145725.000000 Penalty: 3844.923828
	Iteration 17F: 3 clusters Score -1.214572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Entering Unmasked Estep 
Score: -1460650.375000 Penalty: 1598.725220
	Iteration 0F: 2 clusters Score -1460650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1447776.250000 Penalty: 3197.450439
	Iteration 0F: 3 clusters Score -1447776 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1453264.875000 Penalty: 3197.450439
	Iteration 1F: 3 clusters Score -1453265 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1456129.125000 Penalty: 3197.450439
	Iteration 2F: 3 clusters Score -1456129 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1459253.125000 Penalty: 3197.450439
	Iteration 3F: 3 clusters Score -1459253 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1461446.125000 Penalty: 3197.450439
	Iteration 4F: 3 clusters Score -1461446 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1463093.625000 Penalty: 3197.450439
	Iteration 5F: 3 clusters Score -1463094 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1464274.750000 Penalty: 3197.450439
	Iteration 6F: 3 clusters Score -1464275 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1465207.250000 Penalty: 3197.450439
	Iteration 7Q: 3 clusters Score -1465207 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1465904.875000 Penalty: 3197.450439
	Iteration 8Q: 3 clusters Score -1465905 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1466333.000000 Penalty: 3197.450439
	Iteration 9Q: 3 clusters Score -1466333 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1466548.125000 Penalty: 3197.450439
	Iteration 10Q: 3 clusters Score -1466548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1466633.250000 Penalty: 3197.450439
	Iteration 11Q: 3 clusters Score -1466633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1466677.000000 Penalty: 3197.450439
	Iteration 12Q: 3 clusters Score -1466677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1466692.250000 Penalty: 3197.450439
	Iteration 13Q: 3 clusters Score -1466692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1466698.250000 Penalty: 3197.450439
	Iteration 14Q: 3 clusters Score -1466698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1466709.625000 Penalty: 3197.450439
	Iteration 15Q: 3 clusters Score -1466710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1466719.000000 Penalty: 3197.450439
	Iteration 16Q: 3 clusters Score -1466719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1466727.625000 Penalty: 3197.450439
	Iteration 17Q: 3 clusters Score -1466728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1466736.500000 Penalty: 3197.450439
	Iteration 18Q: 3 clusters Score -1466736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1466739.375000 Penalty: 3197.450439
	Iteration 19Q: 3 clusters Score -1466739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1466751.000000 Penalty: 3197.450439
	Iteration 20F: 3 clusters Score -1466751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1466760.375000 Penalty: 3197.450439
	Iteration 21Q: 3 clusters Score -1466760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1466772.250000 Penalty: 3197.450439
	Iteration 22Q: 3 clusters Score -1466772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1466786.625000 Penalty: 3197.450439
	Iteration 23Q: 3 clusters Score -1466787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1466805.250000 Penalty: 3197.450439
	Iteration 24Q: 3 clusters Score -1466805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1466823.625000 Penalty: 3197.450439
	Iteration 25Q: 3 clusters Score -1466824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1466860.500000 Penalty: 3197.450439
	Iteration 26Q: 3 clusters Score -1466860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1466895.875000 Penalty: 3197.450439
	Iteration 27Q: 3 clusters Score -1466896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1466922.375000 Penalty: 3197.450439
	Iteration 28Q: 3 clusters Score -1466922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1466934.875000 Penalty: 3197.450439
	Iteration 29Q: 3 clusters Score -1466935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1466945.375000 Penalty: 3197.450439
	Iteration 30Q: 3 clusters Score -1466945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1466955.250000 Penalty: 3197.450439
	Iteration 31Q: 3 clusters Score -1466955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1466966.875000 Penalty: 3197.450439
	Iteration 32Q: 3 clusters Score -1466967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1466975.625000 Penalty: 3197.450439
	Iteration 33Q: 3 clusters Score -1466976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1466977.875000 Penalty: 3197.450439
	Iteration 34Q: 3 clusters Score -1466978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1466977.875000 Penalty: 3197.450439
	Iteration 35F: 3 clusters Score -1466978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 17010 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 1728 members 
Entering Unmasked Estep 
Score: -76310632.000000 Penalty: 64585.257812
Splitting cluster 17 changes total score from -76305080.000000 to -76310632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (19844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Entering Unmasked Estep 
Score: -1756021.500000 Penalty: 1608.044189
	Iteration 0F: 2 clusters Score -1756022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1742496.875000 Penalty: 3216.088379
	Iteration 0F: 3 clusters Score -1742497 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1747385.125000 Penalty: 3216.088379
	Iteration 1F: 3 clusters Score -1747385 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1747713.125000 Penalty: 3216.088379
	Iteration 2Q: 3 clusters Score -1747713 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1748028.000000 Penalty: 3216.088379
	Iteration 3Q: 3 clusters Score -1748028 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1748370.000000 Penalty: 3216.088379
	Iteration 4Q: 3 clusters Score -1748370 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1748716.375000 Penalty: 3216.088379
	Iteration 5Q: 3 clusters Score -1748716 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1749125.875000 Penalty: 3216.088379
	Iteration 6Q: 3 clusters Score -1749126 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1749659.875000 Penalty: 3216.088379
	Iteration 7Q: 3 clusters Score -1749660 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1750299.875000 Penalty: 3216.088379
	Iteration 8F: 3 clusters Score -1750300 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1750947.625000 Penalty: 3216.088379
	Iteration 9F: 3 clusters Score -1750948 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1751654.500000 Penalty: 3216.088379
	Iteration 10F: 3 clusters Score -1751654 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1752204.125000 Penalty: 3216.088379
	Iteration 11Q: 3 clusters Score -1752204 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1752618.875000 Penalty: 3216.088379
	Iteration 12Q: 3 clusters Score -1752619 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1752927.125000 Penalty: 3216.088379
	Iteration 13Q: 3 clusters Score -1752927 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1753181.625000 Penalty: 3216.088379
	Iteration 14Q: 3 clusters Score -1753182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1753370.875000 Penalty: 3216.088379
	Iteration 15Q: 3 clusters Score -1753371 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1753535.250000 Penalty: 3216.088379
	Iteration 16Q: 3 clusters Score -1753535 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1753648.375000 Penalty: 3216.088379
	Iteration 17Q: 3 clusters Score -1753648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1753733.500000 Penalty: 3216.088379
	Iteration 18Q: 3 clusters Score -1753734 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1753809.250000 Penalty: 3216.088379
	Iteration 19Q: 3 clusters Score -1753809 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1753884.625000 Penalty: 3216.088379
	Iteration 20F: 3 clusters Score -1753885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1753939.375000 Penalty: 3216.088379
	Iteration 21Q: 3 clusters Score -1753939 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1753982.125000 Penalty: 3216.088379
	Iteration 22Q: 3 clusters Score -1753982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1754030.375000 Penalty: 3216.088379
	Iteration 23Q: 3 clusters Score -1754030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1754047.625000 Penalty: 3216.088379
	Iteration 24Q: 3 clusters Score -1754048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1754070.125000 Penalty: 3216.088379
	Iteration 25Q: 3 clusters Score -1754070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1754085.250000 Penalty: 3216.088379
	Iteration 26Q: 3 clusters Score -1754085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1754097.250000 Penalty: 3216.088379
	Iteration 27Q: 3 clusters Score -1754097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1754105.750000 Penalty: 3216.088379
	Iteration 28Q: 3 clusters Score -1754106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1754107.875000 Penalty: 3216.088379
	Iteration 29Q: 3 clusters Score -1754108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1754115.375000 Penalty: 3216.088379
	Iteration 30Q: 3 clusters Score -1754115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1754124.000000 Penalty: 3216.088379
	Iteration 31Q: 3 clusters Score -1754124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1754120.875000 Penalty: 3216.088379
	Iteration 32Q: 3 clusters Score -1754121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1754127.000000 Penalty: 3216.088379
	Iteration 33Q: 3 clusters Score -1754127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1754127.625000 Penalty: 3216.088379
	Iteration 34Q: 3 clusters Score -1754128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1754131.750000 Penalty: 3216.088379
	Iteration 35Q: 3 clusters Score -1754132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1754133.750000 Penalty: 3216.088379
	Iteration 36Q: 3 clusters Score -1754134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1754133.625000 Penalty: 3216.088379
	Iteration 37Q: 3 clusters Score -1754134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1754134.000000 Penalty: 3216.088379
	Iteration 38Q: 3 clusters Score -1754134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1754136.000000 Penalty: 3216.088379
	Iteration 39Q: 3 clusters Score -1754136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1754136.250000 Penalty: 3216.088379
	Iteration 40F: 3 clusters Score -1754136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1754137.250000 Penalty: 3216.088379
	Iteration 41Q: 3 clusters Score -1754137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1754140.625000 Penalty: 3216.088379
	Iteration 42Q: 3 clusters Score -1754141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1754140.625000 Penalty: 3216.088379
	Iteration 43F: 3 clusters Score -1754141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Entering Unmasked Estep 
Score: -2769039.000000 Penalty: 1684.125854
	Iteration 0F: 2 clusters Score -2769039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2747627.750000 Penalty: 3368.251709
	Iteration 0F: 3 clusters Score -2747628 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2755837.250000 Penalty: 3368.251709
	Iteration 1F: 3 clusters Score -2755837 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2756309.750000 Penalty: 3368.251709
	Iteration 2Q: 3 clusters Score -2756310 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2756868.000000 Penalty: 3368.251709
	Iteration 3Q: 3 clusters Score -2756868 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2757608.000000 Penalty: 3368.251709
	Iteration 4F: 3 clusters Score -2757608 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2758506.250000 Penalty: 3368.251709
	Iteration 5F: 3 clusters Score -2758506 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2759510.000000 Penalty: 3368.251709
	Iteration 6F: 3 clusters Score -2759510 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2760581.750000 Penalty: 3368.251709
	Iteration 7F: 3 clusters Score -2760582 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2761720.250000 Penalty: 3368.251709
	Iteration 8F: 3 clusters Score -2761720 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2762896.250000 Penalty: 3368.251709
	Iteration 9F: 3 clusters Score -2762896 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -2764014.000000 Penalty: 3368.251709
	Iteration 10Q: 3 clusters Score -2764014 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2765091.000000 Penalty: 3368.251709
	Iteration 11Q: 3 clusters Score -2765091 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -2765956.500000 Penalty: 3368.251709
	Iteration 12Q: 3 clusters Score -2765956 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -2766601.000000 Penalty: 3368.251709
	Iteration 13Q: 3 clusters Score -2766601 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -2766988.500000 Penalty: 3368.251709
	Iteration 14Q: 3 clusters Score -2766988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -2767244.750000 Penalty: 3368.251709
	Iteration 15Q: 3 clusters Score -2767245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -2767393.000000 Penalty: 3368.251709
	Iteration 16Q: 3 clusters Score -2767393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2767453.500000 Penalty: 3368.251709
	Iteration 17Q: 3 clusters Score -2767454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2767496.750000 Penalty: 3368.251709
	Iteration 18Q: 3 clusters Score -2767497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2767521.000000 Penalty: 3368.251709
	Iteration 19Q: 3 clusters Score -2767521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2767547.250000 Penalty: 3368.251709
	Iteration 20F: 3 clusters Score -2767547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -2767580.750000 Penalty: 3368.251709
	Iteration 21Q: 3 clusters Score -2767581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2767584.000000 Penalty: 3368.251709
	Iteration 22Q: 3 clusters Score -2767584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -2767593.250000 Penalty: 3368.251709
	Iteration 23Q: 3 clusters Score -2767593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -2767597.500000 Penalty: 3368.251709
	Iteration 24Q: 3 clusters Score -2767598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -2767604.250000 Penalty: 3368.251709
	Iteration 25Q: 3 clusters Score -2767604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -2767606.250000 Penalty: 3368.251709
	Iteration 26Q: 3 clusters Score -2767606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -2767606.250000 Penalty: 3368.251709
	Iteration 27F: 3 clusters Score -2767606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Entering Unmasked Estep 
Score: -1495153.625000 Penalty: 1606.265747
	Iteration 0F: 2 clusters Score -1495154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1481734.125000 Penalty: 3212.531494
	Iteration 0F: 3 clusters Score -1481734 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1487091.125000 Penalty: 3212.531494
	Iteration 1F: 3 clusters Score -1487091 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1488093.750000 Penalty: 3212.531494
	Iteration 2F: 3 clusters Score -1488094 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1489317.375000 Penalty: 3212.531494
	Iteration 3F: 3 clusters Score -1489317 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1490564.625000 Penalty: 3212.531494
	Iteration 4F: 3 clusters Score -1490565 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1491647.750000 Penalty: 3212.531494
	Iteration 5F: 3 clusters Score -1491648 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1492327.875000 Penalty: 3212.531494
	Iteration 6F: 3 clusters Score -1492328 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1492853.375000 Penalty: 3212.531494
	Iteration 7Q: 3 clusters Score -1492853 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1493403.875000 Penalty: 3212.531494
	Iteration 8Q: 3 clusters Score -1493404 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1493900.750000 Penalty: 3212.531494
	Iteration 9Q: 3 clusters Score -1493901 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1494249.125000 Penalty: 3212.531494
	Iteration 10Q: 3 clusters Score -1494249 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1494435.875000 Penalty: 3212.531494
	Iteration 11Q: 3 clusters Score -1494436 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1494537.500000 Penalty: 3212.531494
	Iteration 12Q: 3 clusters Score -1494538 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1494592.250000 Penalty: 3212.531494
	Iteration 13Q: 3 clusters Score -1494592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1494628.750000 Penalty: 3212.531494
	Iteration 14Q: 3 clusters Score -1494629 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1494648.000000 Penalty: 3212.531494
	Iteration 15Q: 3 clusters Score -1494648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1494660.250000 Penalty: 3212.531494
	Iteration 16Q: 3 clusters Score -1494660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1494662.250000 Penalty: 3212.531494
	Iteration 17Q: 3 clusters Score -1494662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1494667.500000 Penalty: 3212.531494
	Iteration 18Q: 3 clusters Score -1494668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1494678.125000 Penalty: 3212.531494
	Iteration 19Q: 3 clusters Score -1494678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1494678.500000 Penalty: 3212.531494
	Iteration 20F: 3 clusters Score -1494678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1494684.000000 Penalty: 3212.531494
	Iteration 21Q: 3 clusters Score -1494684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1494683.750000 Penalty: 3212.531494
	Iteration 22Q: 3 clusters Score -1494684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1494694.750000 Penalty: 3212.531494
	Iteration 23Q: 3 clusters Score -1494695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1494695.500000 Penalty: 3212.531494
	Iteration 24Q: 3 clusters Score -1494696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1494701.750000 Penalty: 3212.531494
	Iteration 25Q: 3 clusters Score -1494702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1494707.500000 Penalty: 3212.531494
	Iteration 26Q: 3 clusters Score -1494708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1494713.000000 Penalty: 3212.531494
	Iteration 27Q: 3 clusters Score -1494713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1494715.125000 Penalty: 3212.531494
	Iteration 28Q: 3 clusters Score -1494715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1494714.500000 Penalty: 3212.531494
	Iteration 29Q: 3 clusters Score -1494714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1494714.625000 Penalty: 3212.531494
	Iteration 30Q: 3 clusters Score -1494715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1494716.625000 Penalty: 3212.531494
	Iteration 31Q: 3 clusters Score -1494717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1494718.750000 Penalty: 3212.531494
	Iteration 32Q: 3 clusters Score -1494719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1494717.250000 Penalty: 3212.531494
	Iteration 33Q: 3 clusters Score -1494717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1494716.875000 Penalty: 3212.531494
	Iteration 34Q: 3 clusters Score -1494717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1494715.000000 Penalty: 3212.531494
	Iteration 35Q: 3 clusters Score -1494715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1494718.750000 Penalty: 3212.531494
	Iteration 36Q: 3 clusters Score -1494719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1494721.375000 Penalty: 3212.531494
	Iteration 37Q: 3 clusters Score -1494721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1494721.000000 Penalty: 3212.531494
	Iteration 38Q: 3 clusters Score -1494721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1494725.375000 Penalty: 3212.531494
	Iteration 39Q: 3 clusters Score -1494725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1494727.125000 Penalty: 3212.531494
	Iteration 40F: 3 clusters Score -1494727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1494723.625000 Penalty: 3212.531494
	Iteration 41Q: 3 clusters Score -1494724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1494723.375000 Penalty: 3212.531494
	Iteration 42Q: 3 clusters Score -1494723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1494724.625000 Penalty: 3212.531494
	Iteration 43Q: 3 clusters Score -1494725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1494723.750000 Penalty: 3212.531494
	Iteration 44Q: 3 clusters Score -1494724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1494726.625000 Penalty: 3212.531494
	Iteration 45Q: 3 clusters Score -1494727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1494728.375000 Penalty: 3212.531494
	Iteration 46Q: 3 clusters Score -1494728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1494728.375000 Penalty: 3212.531494
	Iteration 47Q: 3 clusters Score -1494728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1494726.375000 Penalty: 3212.531494
	Iteration 48Q: 3 clusters Score -1494726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1494728.375000 Penalty: 3212.531494
	Iteration 49Q: 3 clusters Score -1494728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1494728.500000 Penalty: 3212.531494
	Iteration 50Q: 3 clusters Score -1494728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1494726.000000 Penalty: 3212.531494
	Iteration 51Q: 3 clusters Score -1494726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1494728.875000 Penalty: 3212.531494
	Iteration 52Q: 3 clusters Score -1494729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1494727.500000 Penalty: 3212.531494
	Iteration 53Q: 3 clusters Score -1494728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1494731.000000 Penalty: 3212.531494
	Iteration 54Q: 3 clusters Score -1494731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1494730.250000 Penalty: 3212.531494
	Iteration 55Q: 3 clusters Score -1494730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1494729.000000 Penalty: 3212.531494
	Iteration 56Q: 3 clusters Score -1494729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1494730.750000 Penalty: 3212.531494
	Iteration 57Q: 3 clusters Score -1494731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1494733.250000 Penalty: 3212.531494
	Iteration 58Q: 3 clusters Score -1494733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1494732.250000 Penalty: 3212.531494
	Iteration 59Q: 3 clusters Score -1494732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1494729.000000 Penalty: 3212.531494
	Iteration 60F: 3 clusters Score -1494729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1494731.625000 Penalty: 3212.531494
	Iteration 61Q: 3 clusters Score -1494732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1494736.125000 Penalty: 3212.531494
	Iteration 62Q: 3 clusters Score -1494736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1494735.750000 Penalty: 3212.531494
	Iteration 63Q: 3 clusters Score -1494736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1494734.875000 Penalty: 3212.531494
	Iteration 64Q: 3 clusters Score -1494735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1494735.125000 Penalty: 3212.531494
	Iteration 65Q: 3 clusters Score -1494735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1494738.750000 Penalty: 3212.531494
	Iteration 66Q: 3 clusters Score -1494739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1494740.000000 Penalty: 3212.531494
	Iteration 67Q: 3 clusters Score -1494740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1494740.500000 Penalty: 3212.531494
	Iteration 68Q: 3 clusters Score -1494740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1494737.750000 Penalty: 3212.531494
	Iteration 69Q: 3 clusters Score -1494738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1494741.625000 Penalty: 3212.531494
	Iteration 70Q: 3 clusters Score -1494742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1494738.250000 Penalty: 3212.531494
	Iteration 71Q: 3 clusters Score -1494738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1494737.375000 Penalty: 3212.531494
	Iteration 72Q: 3 clusters Score -1494737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1494738.875000 Penalty: 3212.531494
	Iteration 73Q: 3 clusters Score -1494739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1494739.000000 Penalty: 3212.531494
	Iteration 74Q: 3 clusters Score -1494739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1494737.125000 Penalty: 3212.531494
	Iteration 75Q: 3 clusters Score -1494737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1494736.625000 Penalty: 3212.531494
	Iteration 76Q: 3 clusters Score -1494737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1494736.625000 Penalty: 3212.531494
	Iteration 77F: 3 clusters Score -1494737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -372016.593750 Penalty: 1365.143555
	Iteration 0F: 2 clusters Score -372016.6 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 2234 members 
Entering Unmasked Estep 
Score: -368401.843750 Penalty: 2730.287109
	Iteration 0F: 3 clusters Score -368401.8 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -369372.343750 Penalty: 2730.287109
	Iteration 1F: 3 clusters Score -369372.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -369600.593750 Penalty: 2730.287109
	Iteration 2F: 3 clusters Score -369600.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -369784.625000 Penalty: 2730.287109
	Iteration 3F: 3 clusters Score -369784.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -369939.281250 Penalty: 2730.287109
	Iteration 4Q: 3 clusters Score -369939.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -370082.093750 Penalty: 2730.287109
	Iteration 5Q: 3 clusters Score -370082.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -370184.437500 Penalty: 2730.287109
	Iteration 6Q: 3 clusters Score -370184.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -370281.250000 Penalty: 2730.287109
	Iteration 7Q: 3 clusters Score -370281.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -370380.718750 Penalty: 2730.287109
	Iteration 8Q: 3 clusters Score -370380.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370444.718750 Penalty: 2730.287109
	Iteration 9Q: 3 clusters Score -370444.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -370503.843750 Penalty: 2730.287109
	Iteration 10Q: 3 clusters Score -370503.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -370564.250000 Penalty: 2730.287109
	Iteration 11Q: 3 clusters Score -370564.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -370620.125000 Penalty: 2730.287109
	Iteration 12Q: 3 clusters Score -370620.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -370673.906250 Penalty: 2730.287109
	Iteration 13Q: 3 clusters Score -370673.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -370732.656250 Penalty: 2730.287109
	Iteration 14Q: 3 clusters Score -370732.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -370786.625000 Penalty: 2730.287109
	Iteration 15Q: 3 clusters Score -370786.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -370832.875000 Penalty: 2730.287109
	Iteration 16Q: 3 clusters Score -370832.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -370883.843750 Penalty: 2730.287109
	Iteration 17Q: 3 clusters Score -370883.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -370933.031250 Penalty: 2730.287109
	Iteration 18Q: 3 clusters Score -370933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -370988.500000 Penalty: 2730.287109
	Iteration 19Q: 3 clusters Score -370988.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -371022.406250 Penalty: 2730.287109
	Iteration 20F: 3 clusters Score -371022.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -371039.906250 Penalty: 2730.287109
	Iteration 21Q: 3 clusters Score -371039.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -371058.125000 Penalty: 2730.287109
	Iteration 22Q: 3 clusters Score -371058.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -371083.687500 Penalty: 2730.287109
	Iteration 23Q: 3 clusters Score -371083.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -371106.437500 Penalty: 2730.287109
	Iteration 24Q: 3 clusters Score -371106.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -371127.031250 Penalty: 2730.287109
	Iteration 25Q: 3 clusters Score -371127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -371150.468750 Penalty: 2730.287109
	Iteration 26Q: 3 clusters Score -371150.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -371168.781250 Penalty: 2730.287109
	Iteration 27Q: 3 clusters Score -371168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -371189.125000 Penalty: 2730.287109
	Iteration 28Q: 3 clusters Score -371189.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -371213.843750 Penalty: 2730.287109
	Iteration 29Q: 3 clusters Score -371213.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -371236.468750 Penalty: 2730.287109
	Iteration 30Q: 3 clusters Score -371236.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -371259.687500 Penalty: 2730.287109
	Iteration 31Q: 3 clusters Score -371259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -371277.406250 Penalty: 2730.287109
	Iteration 32Q: 3 clusters Score -371277.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -371296.500000 Penalty: 2730.287109
	Iteration 33Q: 3 clusters Score -371296.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -371315.593750 Penalty: 2730.287109
	Iteration 34Q: 3 clusters Score -371315.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -371335.875000 Penalty: 2730.287109
	Iteration 35Q: 3 clusters Score -371335.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -371350.343750 Penalty: 2730.287109
	Iteration 36Q: 3 clusters Score -371350.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -371360.281250 Penalty: 2730.287109
	Iteration 37Q: 3 clusters Score -371360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -371368.093750 Penalty: 2730.287109
	Iteration 38Q: 3 clusters Score -371368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -371376.562500 Penalty: 2730.287109
	Iteration 39Q: 3 clusters Score -371376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -371381.593750 Penalty: 2730.287109
	Iteration 40F: 3 clusters Score -371381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -371385.281250 Penalty: 2730.287109
	Iteration 41Q: 3 clusters Score -371385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -371387.656250 Penalty: 2730.287109
	Iteration 42Q: 3 clusters Score -371387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -371389.812500 Penalty: 2730.287109
	Iteration 43Q: 3 clusters Score -371389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -371391.562500 Penalty: 2730.287109
	Iteration 44Q: 3 clusters Score -371391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -371392.187500 Penalty: 2730.287109
	Iteration 45Q: 3 clusters Score -371392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -371392.000000 Penalty: 2730.287109
	Iteration 46Q: 3 clusters Score -371392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -371392.000000 Penalty: 2730.287109
	Iteration 47F: 3 clusters Score -371392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Entering Unmasked Estep 
Score: -15790205.000000 Penalty: 1960.359131
	Iteration 0F: 2 clusters Score -1.57902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -15673519.000000 Penalty: 3920.718262
	Iteration 0F: 3 clusters Score -1.567352e+07 nChanged 83996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -15722898.000000 Penalty: 3920.718262
	Iteration 1F: 3 clusters Score -1.57229e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -15724122.000000 Penalty: 3920.718262
	Iteration 2Q: 3 clusters Score -1.572412e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -15725918.000000 Penalty: 3920.718262
	Iteration 3Q: 3 clusters Score -1.572592e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -15728770.000000 Penalty: 3920.718262
	Iteration 4Q: 3 clusters Score -1.572877e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -15733267.000000 Penalty: 3920.718262
	Iteration 5F: 3 clusters Score -1.573327e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -15739565.000000 Penalty: 3920.718262
	Iteration 6F: 3 clusters Score -1.573956e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120696 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -15747536.000000 Penalty: 3920.718262
	Iteration 7F: 3 clusters Score -1.574754e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131097 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -15755518.000000 Penalty: 3920.718262
	Iteration 8F: 3 clusters Score -1.575552e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -15763162.000000 Penalty: 3920.718262
	Iteration 9F: 3 clusters Score -1.576316e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -15769892.000000 Penalty: 3920.718262
	Iteration 10F: 3 clusters Score -1.576989e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -15775581.000000 Penalty: 3920.718262
	Iteration 11Q: 3 clusters Score -1.577558e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -15780254.000000 Penalty: 3920.718262
	Iteration 12Q: 3 clusters Score -1.578025e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -15783813.000000 Penalty: 3920.718262
	Iteration 13Q: 3 clusters Score -1.578381e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15786178.000000 Penalty: 3920.718262
	Iteration 14Q: 3 clusters Score -1.578618e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15787464.000000 Penalty: 3920.718262
	Iteration 15Q: 3 clusters Score -1.578746e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172780 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15787951.000000 Penalty: 3920.718262
	Iteration 16Q: 3 clusters Score -1.578795e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173015 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15788133.000000 Penalty: 3920.718262
	Iteration 17Q: 3 clusters Score -1.578813e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15788262.000000 Penalty: 3920.718262
	Iteration 18Q: 3 clusters Score -1.578826e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15788309.000000 Penalty: 3920.718262
	Iteration 19Q: 3 clusters Score -1.578831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15788353.000000 Penalty: 3920.718262
	Iteration 20F: 3 clusters Score -1.578835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15788394.000000 Penalty: 3920.718262
	Iteration 21Q: 3 clusters Score -1.578839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15788402.000000 Penalty: 3920.718262
	Iteration 22Q: 3 clusters Score -1.57884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15788410.000000 Penalty: 3920.718262
	Iteration 23Q: 3 clusters Score -1.578841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15788419.000000 Penalty: 3920.718262
	Iteration 24Q: 3 clusters Score -1.578842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15788422.000000 Penalty: 3920.718262
	Iteration 25Q: 3 clusters Score -1.578842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15788429.000000 Penalty: 3920.718262
	Iteration 26Q: 3 clusters Score -1.578843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15788432.000000 Penalty: 3920.718262
	Iteration 27Q: 3 clusters Score -1.578843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15788446.000000 Penalty: 3920.718262
	Iteration 28Q: 3 clusters Score -1.578845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15788447.000000 Penalty: 3920.718262
	Iteration 29Q: 3 clusters Score -1.578845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15788448.000000 Penalty: 3920.718262
	Iteration 30Q: 3 clusters Score -1.578845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15788442.000000 Penalty: 3920.718262
	Iteration 31Q: 3 clusters Score -1.578844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15788466.000000 Penalty: 3920.718262
	Iteration 32Q: 3 clusters Score -1.578847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173227 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15788462.000000 Penalty: 3920.718262
	Iteration 33Q: 3 clusters Score -1.578846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15788468.000000 Penalty: 3920.718262
	Iteration 34Q: 3 clusters Score -1.578847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15788468.000000 Penalty: 3920.718262
	Iteration 35Q: 3 clusters Score -1.578847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15788465.000000 Penalty: 3920.718262
	Iteration 36Q: 3 clusters Score -1.578846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15788470.000000 Penalty: 3920.718262
	Iteration 37Q: 3 clusters Score -1.578847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15788471.000000 Penalty: 3920.718262
	Iteration 38Q: 3 clusters Score -1.578847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15788469.000000 Penalty: 3920.718262
	Iteration 39Q: 3 clusters Score -1.578847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15788473.000000 Penalty: 3920.718262
	Iteration 40F: 3 clusters Score -1.578847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Entering Unmasked Estep 
Score: -1689418.750000 Penalty: 1606.307129
	Iteration 0F: 2 clusters Score -1689419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1676078.375000 Penalty: 3212.614258
	Iteration 0F: 3 clusters Score -1676078 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1681089.000000 Penalty: 3212.614258
	Iteration 1F: 3 clusters Score -1681089 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1681560.500000 Penalty: 3212.614258
	Iteration 2F: 3 clusters Score -1681560 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1681975.375000 Penalty: 3212.614258
	Iteration 3F: 3 clusters Score -1681975 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1682424.125000 Penalty: 3212.614258
	Iteration 4F: 3 clusters Score -1682424 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1682960.000000 Penalty: 3212.614258
	Iteration 5F: 3 clusters Score -1682960 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1683628.750000 Penalty: 3212.614258
	Iteration 6F: 3 clusters Score -1683629 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1684539.875000 Penalty: 3212.614258
	Iteration 7F: 3 clusters Score -1684540 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1685510.625000 Penalty: 3212.614258
	Iteration 8F: 3 clusters Score -1685511 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1686263.875000 Penalty: 3212.614258
	Iteration 9F: 3 clusters Score -1686264 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1686779.125000 Penalty: 3212.614258
	Iteration 10Q: 3 clusters Score -1686779 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1687189.875000 Penalty: 3212.614258
	Iteration 11Q: 3 clusters Score -1687190 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1687484.125000 Penalty: 3212.614258
	Iteration 12Q: 3 clusters Score -1687484 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1687684.125000 Penalty: 3212.614258
	Iteration 13Q: 3 clusters Score -1687684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1687846.875000 Penalty: 3212.614258
	Iteration 14Q: 3 clusters Score -1687847 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1687963.875000 Penalty: 3212.614258
	Iteration 15Q: 3 clusters Score -1687964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1688030.625000 Penalty: 3212.614258
	Iteration 16Q: 3 clusters Score -1688031 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1688095.625000 Penalty: 3212.614258
	Iteration 17Q: 3 clusters Score -1688096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1688128.625000 Penalty: 3212.614258
	Iteration 18Q: 3 clusters Score -1688129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1688151.250000 Penalty: 3212.614258
	Iteration 19Q: 3 clusters Score -1688151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1688178.250000 Penalty: 3212.614258
	Iteration 20F: 3 clusters Score -1688178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1688201.375000 Penalty: 3212.614258
	Iteration 21Q: 3 clusters Score -1688201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1688221.500000 Penalty: 3212.614258
	Iteration 22Q: 3 clusters Score -1688222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1688242.500000 Penalty: 3212.614258
	Iteration 23Q: 3 clusters Score -1688242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1688268.625000 Penalty: 3212.614258
	Iteration 24Q: 3 clusters Score -1688269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1688313.625000 Penalty: 3212.614258
	Iteration 25Q: 3 clusters Score -1688314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1688350.375000 Penalty: 3212.614258
	Iteration 26Q: 3 clusters Score -1688350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1688368.625000 Penalty: 3212.614258
	Iteration 27Q: 3 clusters Score -1688369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1688396.000000 Penalty: 3212.614258
	Iteration 28Q: 3 clusters Score -1688396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1688420.250000 Penalty: 3212.614258
	Iteration 29Q: 3 clusters Score -1688420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1688437.250000 Penalty: 3212.614258
	Iteration 30Q: 3 clusters Score -1688437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1688448.750000 Penalty: 3212.614258
	Iteration 31Q: 3 clusters Score -1688449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1688455.000000 Penalty: 3212.614258
	Iteration 32Q: 3 clusters Score -1688455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1688457.750000 Penalty: 3212.614258
	Iteration 33Q: 3 clusters Score -1688458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1688456.500000 Penalty: 3212.614258
	Iteration 34Q: 3 clusters Score -1688456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1688458.125000 Penalty: 3212.614258
	Iteration 35Q: 3 clusters Score -1688458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1688458.750000 Penalty: 3212.614258
	Iteration 36Q: 3 clusters Score -1688459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1688460.625000 Penalty: 3212.614258
	Iteration 37Q: 3 clusters Score -1688461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1688463.125000 Penalty: 3212.614258
	Iteration 38Q: 3 clusters Score -1688463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1688465.000000 Penalty: 3212.614258
	Iteration 39Q: 3 clusters Score -1688465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1688464.875000 Penalty: 3212.614258
	Iteration 40F: 3 clusters Score -1688465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1688465.125000 Penalty: 3212.614258
	Iteration 41Q: 3 clusters Score -1688465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1688469.125000 Penalty: 3212.614258
	Iteration 42Q: 3 clusters Score -1688469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1688470.000000 Penalty: 3212.614258
	Iteration 43Q: 3 clusters Score -1688470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1688472.500000 Penalty: 3212.614258
	Iteration 44Q: 3 clusters Score -1688472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1688471.750000 Penalty: 3212.614258
	Iteration 45Q: 3 clusters Score -1688472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1688472.625000 Penalty: 3212.614258
	Iteration 46Q: 3 clusters Score -1688473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1688472.625000 Penalty: 3212.614258
	Iteration 47F: 3 clusters Score -1688473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Entering Unmasked Estep 
Score: -2413637.250000 Penalty: 1665.265259
	Iteration 0F: 2 clusters Score -2413637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2394620.500000 Penalty: 3330.530518
	Iteration 0F: 3 clusters Score -2394620 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2401639.250000 Penalty: 3330.530518
	Iteration 1F: 3 clusters Score -2401639 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2402009.000000 Penalty: 3330.530518
	Iteration 2Q: 3 clusters Score -2402009 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2402391.250000 Penalty: 3330.530518
	Iteration 3Q: 3 clusters Score -2402391 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2402837.750000 Penalty: 3330.530518
	Iteration 4Q: 3 clusters Score -2402838 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2403475.000000 Penalty: 3330.530518
	Iteration 5F: 3 clusters Score -2403475 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2404328.000000 Penalty: 3330.530518
	Iteration 6F: 3 clusters Score -2404328 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2405483.500000 Penalty: 3330.530518
	Iteration 7F: 3 clusters Score -2405484 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2406841.000000 Penalty: 3330.530518
	Iteration 8F: 3 clusters Score -2406841 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2408247.500000 Penalty: 3330.530518
	Iteration 9F: 3 clusters Score -2408248 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2409549.250000 Penalty: 3330.530518
	Iteration 10F: 3 clusters Score -2409549 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2410622.250000 Penalty: 3330.530518
	Iteration 11Q: 3 clusters Score -2410622 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -2411315.000000 Penalty: 3330.530518
	Iteration 12Q: 3 clusters Score -2411315 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2411698.000000 Penalty: 3330.530518
	Iteration 13Q: 3 clusters Score -2411698 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2411908.000000 Penalty: 3330.530518
	Iteration 14Q: 3 clusters Score -2411908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -2412024.750000 Penalty: 3330.530518
	Iteration 15Q: 3 clusters Score -2412025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2412093.250000 Penalty: 3330.530518
	Iteration 16Q: 3 clusters Score -2412093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -2412134.000000 Penalty: 3330.530518
	Iteration 17Q: 3 clusters Score -2412134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2412161.500000 Penalty: 3330.530518
	Iteration 18Q: 3 clusters Score -2412162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -2412178.500000 Penalty: 3330.530518
	Iteration 19Q: 3 clusters Score -2412178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2412187.000000 Penalty: 3330.530518
	Iteration 20F: 3 clusters Score -2412187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -2412191.500000 Penalty: 3330.530518
	Iteration 21Q: 3 clusters Score -2412192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -2412191.500000 Penalty: 3330.530518
	Iteration 22Q: 3 clusters Score -2412192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2412196.750000 Penalty: 3330.530518
	Iteration 23Q: 3 clusters Score -2412197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -2412204.750000 Penalty: 3330.530518
	Iteration 24Q: 3 clusters Score -2412205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2412207.250000 Penalty: 3330.530518
	Iteration 25Q: 3 clusters Score -2412207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -2412213.250000 Penalty: 3330.530518
	Iteration 26Q: 3 clusters Score -2412213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -2412211.250000 Penalty: 3330.530518
	Iteration 27Q: 3 clusters Score -2412211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2412215.250000 Penalty: 3330.530518
	Iteration 28Q: 3 clusters Score -2412215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2412216.250000 Penalty: 3330.530518
	Iteration 29Q: 3 clusters Score -2412216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2412216.250000 Penalty: 3330.530518
	Iteration 30F: 3 clusters Score -2412216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -422242.281250 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -422242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -418302.156250 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -418302.2 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -419411.187500 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -419411.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -419572.656250 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -419572.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -419681.343750 Penalty: 2764.558594
	Iteration 3Q: 3 clusters Score -419681.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -419767.812500 Penalty: 2764.558594
	Iteration 4Q: 3 clusters Score -419767.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -419842.906250 Penalty: 2764.558594
	Iteration 5Q: 3 clusters Score -419842.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -419912.281250 Penalty: 2764.558594
	Iteration 6Q: 3 clusters Score -419912.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -419979.250000 Penalty: 2764.558594
	Iteration 7Q: 3 clusters Score -419979.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -420043.093750 Penalty: 2764.558594
	Iteration 8Q: 3 clusters Score -420043.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -420109.531250 Penalty: 2764.558594
	Iteration 9Q: 3 clusters Score -420109.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -420171.656250 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -420171.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -420233.031250 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -420233 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -420308.531250 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -420308.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -420377.437500 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -420377.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -420449.500000 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -420449.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -420531.937500 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -420531.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -420612.312500 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -420612.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -420704.156250 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -420704.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -420787.531250 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -420787.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -420845.656250 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -420845.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -420887.906250 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -420887.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -420915.281250 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -420915.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -420938.843750 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -420938.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -420956.531250 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -420956.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -420974.093750 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -420974.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -420989.531250 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -420989.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -421002.156250 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -421002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -421015.875000 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -421015.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -421022.250000 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -421022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -421028.656250 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -421028.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -421035.000000 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -421035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -421040.218750 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -421040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -421046.031250 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -421046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -421047.968750 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -421048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -421050.875000 Penalty: 2764.558594
	Iteration 34Q: 3 clusters Score -421050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -421052.437500 Penalty: 2764.558594
	Iteration 35Q: 3 clusters Score -421052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -421052.437500 Penalty: 2764.558594
	Iteration 36F: 3 clusters Score -421052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 82175 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 97694 members 
Mstep: Class 11 contains 86001 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 137384 members 
Mstep: Class 17 contains 17010 members 
Mstep: Class 18 contains 19844 members 
Mstep: Class 19 contains 31693 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311912.000000 Penalty: 64585.257812
Iteration 79Q: 30 clusters Score -7.631191e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 82005 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 12698 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 97637 members 
Mstep: Class 11 contains 85861 members 
Mstep: Class 12 contains 52223 members 
Mstep: Class 13 contains 49174 members 
Mstep: Class 14 contains 6635 members 
Mstep: Class 15 contains 12613 members 
Mstep: Class 16 contains 137544 members 
Mstep: Class 17 contains 18211 members 
Mstep: Class 18 contains 19837 members 
Mstep: Class 19 contains 31507 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 19473 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 3354 members 
Mstep: Class 28 contains 2989 members 
Mstep: Class 29 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313072.000000 Penalty: 64585.257812
Iteration 80F: 30 clusters Score -7.631307e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 9910 members 
Mstep: Class 4 contains 81768 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 12663 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 97575 members 
Mstep: Class 11 contains 85665 members 
Mstep: Class 12 contains 52232 members 
Mstep: Class 13 contains 49101 members 
Mstep: Class 14 contains 6619 members 
Mstep: Class 15 contains 12582 members 
Mstep: Class 16 contains 137723 members 
Mstep: Class 17 contains 18963 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 31318 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 173490 members 
Mstep: Class 23 contains 19334 members 
Mstep: Class 24 contains 28224 members 
Mstep: Class 25 contains 4939 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3399 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314016.000000 Penalty: 64585.257812
Iteration 81Q: 30 clusters Score -7.631402e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 81586 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 12643 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 97517 members 
Mstep: Class 11 contains 85519 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 49031 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 12546 members 
Mstep: Class 16 contains 137894 members 
Mstep: Class 17 contains 19623 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 31170 members 
Mstep: Class 20 contains 19193 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 173491 members 
Mstep: Class 23 contains 19227 members 
Mstep: Class 24 contains 28227 members 
Mstep: Class 25 contains 4945 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 3375 members 
Mstep: Class 29 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314344.000000 Penalty: 64585.257812
Iteration 82Q: 30 clusters Score -7.631434e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 9912 members 
Mstep: Class 4 contains 81421 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 12626 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 97475 members 
Mstep: Class 11 contains 85409 members 
Mstep: Class 12 contains 52257 members 
Mstep: Class 13 contains 48974 members 
Mstep: Class 14 contains 6597 members 
Mstep: Class 15 contains 12496 members 
Mstep: Class 16 contains 138075 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 19782 members 
Mstep: Class 19 contains 31057 members 
Mstep: Class 20 contains 19061 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 173489 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 28231 members 
Mstep: Class 25 contains 4948 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314624.000000 Penalty: 64585.257812
Iteration 83Q: 30 clusters Score -7.631462e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 9912 members 
Mstep: Class 4 contains 81288 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 12610 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 97449 members 
Mstep: Class 11 contains 85298 members 
Mstep: Class 12 contains 52281 members 
Mstep: Class 13 contains 48902 members 
Mstep: Class 14 contains 6585 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 138237 members 
Mstep: Class 17 contains 20643 members 
Mstep: Class 18 contains 19775 members 
Mstep: Class 19 contains 30979 members 
Mstep: Class 20 contains 18934 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 173492 members 
Mstep: Class 23 contains 19042 members 
Mstep: Class 24 contains 28230 members 
Mstep: Class 25 contains 4945 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3483 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314888.000000 Penalty: 64585.257812
Iteration 84Q: 30 clusters Score -7.631489e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 81186 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 12595 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 6128 members 
Mstep: Class 10 contains 97427 members 
Mstep: Class 11 contains 85192 members 
Mstep: Class 12 contains 52294 members 
Mstep: Class 13 contains 48817 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 12398 members 
Mstep: Class 16 contains 138399 members 
Mstep: Class 17 contains 21025 members 
Mstep: Class 18 contains 19768 members 
Mstep: Class 19 contains 30916 members 
Mstep: Class 20 contains 18855 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 173490 members 
Mstep: Class 23 contains 18986 members 
Mstep: Class 24 contains 28228 members 
Mstep: Class 25 contains 4943 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 3561 members 
Mstep: Class 29 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315104.000000 Penalty: 64585.257812
Iteration 85Q: 30 clusters Score -7.63151e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 9923 members 
Mstep: Class 4 contains 81107 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 97400 members 
Mstep: Class 11 contains 85135 members 
Mstep: Class 12 contains 52299 members 
Mstep: Class 13 contains 48736 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 12365 members 
Mstep: Class 16 contains 138544 members 
Mstep: Class 17 contains 21307 members 
Mstep: Class 18 contains 19771 members 
Mstep: Class 19 contains 30873 members 
Mstep: Class 20 contains 18777 members 
Mstep: Class 21 contains 4322 members 
Mstep: Class 22 contains 173484 members 
Mstep: Class 23 contains 18933 members 
Mstep: Class 24 contains 28225 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 3515 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315392.000000 Penalty: 64585.257812
Iteration 86Q: 30 clusters Score -7.631539e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 4 contains 81041 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 12577 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 97365 members 
Mstep: Class 11 contains 85081 members 
Mstep: Class 12 contains 52301 members 
Mstep: Class 13 contains 48666 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 15 contains 12330 members 
Mstep: Class 16 contains 138692 members 
Mstep: Class 17 contains 21574 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 30835 members 
Mstep: Class 20 contains 18706 members 
Mstep: Class 21 contains 4329 members 
Mstep: Class 22 contains 173483 members 
Mstep: Class 23 contains 18869 members 
Mstep: Class 24 contains 28220 members 
Mstep: Class 25 contains 4937 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315584.000000 Penalty: 64585.257812
Iteration 87Q: 30 clusters Score -7.631558e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 80994 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 12570 members 
Mstep: Class 8 contains 6680 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 97331 members 
Mstep: Class 11 contains 85036 members 
Mstep: Class 12 contains 52282 members 
Mstep: Class 13 contains 48586 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 138837 members 
Mstep: Class 17 contains 21817 members 
Mstep: Class 18 contains 19766 members 
Mstep: Class 19 contains 30804 members 
Mstep: Class 20 contains 18648 members 
Mstep: Class 21 contains 4322 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 28217 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 3632 members 
Mstep: Class 29 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315600.000000 Penalty: 64585.257812
Iteration 88Q: 30 clusters Score -7.63156e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 9935 members 
Mstep: Class 4 contains 80963 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 97314 members 
Mstep: Class 11 contains 84994 members 
Mstep: Class 12 contains 52266 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 138960 members 
Mstep: Class 17 contains 22031 members 
Mstep: Class 18 contains 19761 members 
Mstep: Class 19 contains 30779 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 4317 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18789 members 
Mstep: Class 24 contains 28212 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 3535 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315640.000000 Penalty: 64585.257812
Iteration 89Q: 30 clusters Score -7.631564e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 9939 members 
Mstep: Class 4 contains 80931 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 12558 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 97299 members 
Mstep: Class 11 contains 84957 members 
Mstep: Class 12 contains 52263 members 
Mstep: Class 13 contains 48419 members 
Mstep: Class 14 contains 6503 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 139089 members 
Mstep: Class 17 contains 22209 members 
Mstep: Class 18 contains 19759 members 
Mstep: Class 19 contains 30746 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18765 members 
Mstep: Class 24 contains 28207 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 3542 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315680.000000 Penalty: 64585.257812
Iteration 90Q: 30 clusters Score -7.631568e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 9949 members 
Mstep: Class 4 contains 80909 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 12542 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 97291 members 
Mstep: Class 11 contains 84916 members 
Mstep: Class 12 contains 52261 members 
Mstep: Class 13 contains 48345 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 139209 members 
Mstep: Class 17 contains 22345 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 19 contains 30724 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 4306 members 
Mstep: Class 22 contains 173478 members 
Mstep: Class 23 contains 18745 members 
Mstep: Class 24 contains 28202 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 3676 members 
Mstep: Class 29 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 91Q: 30 clusters Score -7.631569e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 9954 members 
Mstep: Class 4 contains 80880 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 12537 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 97283 members 
Mstep: Class 11 contains 84892 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 48290 members 
Mstep: Class 14 contains 6492 members 
Mstep: Class 15 contains 12233 members 
Mstep: Class 16 contains 139299 members 
Mstep: Class 17 contains 22478 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 19 contains 30712 members 
Mstep: Class 20 contains 18461 members 
Mstep: Class 21 contains 4300 members 
Mstep: Class 22 contains 173473 members 
Mstep: Class 23 contains 18726 members 
Mstep: Class 24 contains 28201 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 3679 members 
Mstep: Class 29 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315816.000000 Penalty: 64585.257812
Iteration 92Q: 30 clusters Score -7.631582e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 80862 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 12532 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 97281 members 
Mstep: Class 11 contains 84875 members 
Mstep: Class 12 contains 52249 members 
Mstep: Class 13 contains 48237 members 
Mstep: Class 14 contains 6486 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 139389 members 
Mstep: Class 17 contains 22612 members 
Mstep: Class 18 contains 19754 members 
Mstep: Class 19 contains 30699 members 
Mstep: Class 20 contains 18415 members 
Mstep: Class 21 contains 4297 members 
Mstep: Class 22 contains 173472 members 
Mstep: Class 23 contains 18704 members 
Mstep: Class 24 contains 28200 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 1057 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 3678 members 
Mstep: Class 29 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315984.000000 Penalty: 64585.257812
Iteration 93Q: 30 clusters Score -7.631598e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 9960 members 
Mstep: Class 4 contains 80844 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 12531 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 97276 members 
Mstep: Class 11 contains 84853 members 
Mstep: Class 12 contains 52229 members 
Mstep: Class 13 contains 48192 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 139481 members 
Mstep: Class 17 contains 22734 members 
Mstep: Class 18 contains 19751 members 
Mstep: Class 19 contains 30682 members 
Mstep: Class 20 contains 18374 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 173472 members 
Mstep: Class 23 contains 18685 members 
Mstep: Class 24 contains 28198 members 
Mstep: Class 25 contains 4908 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 3564 members 
Mstep: Class 28 contains 3681 members 
Mstep: Class 29 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315776.000000 Penalty: 64585.257812
Iteration 94Q: 30 clusters Score -7.631578e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 80819 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 12529 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 97267 members 
Mstep: Class 11 contains 84843 members 
Mstep: Class 12 contains 52222 members 
Mstep: Class 13 contains 48154 members 
Mstep: Class 14 contains 6480 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 139563 members 
Mstep: Class 17 contains 22839 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 30674 members 
Mstep: Class 20 contains 18326 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 173472 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 28194 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 3685 members 
Mstep: Class 29 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 30 clusters Score -7.631579e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 9964 members 
Mstep: Class 4 contains 80794 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 12531 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 97263 members 
Mstep: Class 11 contains 84836 members 
Mstep: Class 12 contains 52223 members 
Mstep: Class 13 contains 48114 members 
Mstep: Class 14 contains 6474 members 
Mstep: Class 15 contains 12175 members 
Mstep: Class 16 contains 139629 members 
Mstep: Class 17 contains 22934 members 
Mstep: Class 18 contains 19745 members 
Mstep: Class 19 contains 30669 members 
Mstep: Class 20 contains 18293 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 173472 members 
Mstep: Class 23 contains 18647 members 
Mstep: Class 24 contains 28192 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 3572 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315952.000000 Penalty: 64585.257812
Iteration 96Q: 30 clusters Score -7.631595e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 80776 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 97259 members 
Mstep: Class 11 contains 84829 members 
Mstep: Class 12 contains 52219 members 
Mstep: Class 13 contains 48080 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 139701 members 
Mstep: Class 17 contains 23019 members 
Mstep: Class 18 contains 19742 members 
Mstep: Class 19 contains 30664 members 
Mstep: Class 20 contains 18244 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18632 members 
Mstep: Class 24 contains 28192 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 3572 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 2030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315880.000000 Penalty: 64585.257812
Iteration 97Q: 30 clusters Score -7.631588e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 9967 members 
Mstep: Class 4 contains 80763 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 12525 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 97257 members 
Mstep: Class 11 contains 84818 members 
Mstep: Class 12 contains 52215 members 
Mstep: Class 13 contains 48051 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 12160 members 
Mstep: Class 16 contains 139763 members 
Mstep: Class 17 contains 23083 members 
Mstep: Class 18 contains 19738 members 
Mstep: Class 19 contains 30667 members 
Mstep: Class 20 contains 18220 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18622 members 
Mstep: Class 24 contains 28186 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315800.000000 Penalty: 64585.257812
Iteration 98Q: 30 clusters Score -7.63158e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 9968 members 
Mstep: Class 4 contains 80753 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 12523 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6113 members 
Mstep: Class 10 contains 97250 members 
Mstep: Class 11 contains 84810 members 
Mstep: Class 12 contains 52211 members 
Mstep: Class 13 contains 48016 members 
Mstep: Class 14 contains 6467 members 
Mstep: Class 15 contains 12158 members 
Mstep: Class 16 contains 139831 members 
Mstep: Class 17 contains 23151 members 
Mstep: Class 18 contains 19737 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 18197 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 173475 members 
Mstep: Class 23 contains 18605 members 
Mstep: Class 24 contains 28183 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 99Q: 30 clusters Score -7.631575e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 80744 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 12520 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 97243 members 
Mstep: Class 11 contains 84789 members 
Mstep: Class 12 contains 52215 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 12154 members 
Mstep: Class 16 contains 139891 members 
Mstep: Class 17 contains 23211 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 18166 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 173475 members 
Mstep: Class 23 contains 18596 members 
Mstep: Class 24 contains 28183 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 3700 members 
Mstep: Class 29 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315696.000000 Penalty: 64585.257812
Iteration 100F: 30 clusters Score -7.63157e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 80730 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 12518 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 97236 members 
Mstep: Class 11 contains 84776 members 
Mstep: Class 12 contains 52218 members 
Mstep: Class 13 contains 47963 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 139947 members 
Mstep: Class 17 contains 23265 members 
Mstep: Class 18 contains 19738 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 18139 members 
Mstep: Class 21 contains 4271 members 
Mstep: Class 22 contains 173478 members 
Mstep: Class 23 contains 18588 members 
Mstep: Class 24 contains 28180 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 101Q: 30 clusters Score -7.631569e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 80716 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 12515 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 97224 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 47936 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 140009 members 
Mstep: Class 17 contains 23310 members 
Mstep: Class 18 contains 19732 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 18114 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18581 members 
Mstep: Class 24 contains 28180 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 102Q: 30 clusters Score -7.631575e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 80702 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 12513 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 97211 members 
Mstep: Class 11 contains 84769 members 
Mstep: Class 12 contains 52234 members 
Mstep: Class 13 contains 47913 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 140064 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 30658 members 
Mstep: Class 20 contains 18096 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 173478 members 
Mstep: Class 23 contains 18576 members 
Mstep: Class 24 contains 28180 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3534 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315800.000000 Penalty: 64585.257812
Iteration 103Q: 30 clusters Score -7.63158e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 80690 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 12509 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6092 members 
Mstep: Class 10 contains 97199 members 
Mstep: Class 11 contains 84767 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 47896 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 12114 members 
Mstep: Class 16 contains 140118 members 
Mstep: Class 17 contains 23381 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 30657 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18573 members 
Mstep: Class 24 contains 28179 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315776.000000 Penalty: 64585.257812
Iteration 104Q: 30 clusters Score -7.631578e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 9976 members 
Mstep: Class 4 contains 80675 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 12506 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 97193 members 
Mstep: Class 11 contains 84766 members 
Mstep: Class 12 contains 52241 members 
Mstep: Class 13 contains 47883 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12107 members 
Mstep: Class 16 contains 140157 members 
Mstep: Class 17 contains 23430 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 30654 members 
Mstep: Class 20 contains 18058 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18568 members 
Mstep: Class 24 contains 28179 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315864.000000 Penalty: 64585.257812
Iteration 105Q: 30 clusters Score -7.631586e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 9981 members 
Mstep: Class 4 contains 80667 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 12504 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 97190 members 
Mstep: Class 11 contains 84765 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 47871 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12099 members 
Mstep: Class 16 contains 140178 members 
Mstep: Class 17 contains 23465 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 20 contains 18049 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18566 members 
Mstep: Class 24 contains 28175 members 
Mstep: Class 25 contains 4884 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315904.000000 Penalty: 64585.257812
Iteration 106Q: 30 clusters Score -7.63159e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80659 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97182 members 
Mstep: Class 11 contains 84766 members 
Mstep: Class 12 contains 52240 members 
Mstep: Class 13 contains 47868 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12088 members 
Mstep: Class 16 contains 140199 members 
Mstep: Class 17 contains 23491 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 20 contains 18037 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 173482 members 
Mstep: Class 23 contains 18566 members 
Mstep: Class 24 contains 28172 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 3712 members 
Mstep: Class 29 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315808.000000 Penalty: 64585.257812
Iteration 107Q: 30 clusters Score -7.631581e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80654 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 12504 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97177 members 
Mstep: Class 11 contains 84761 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 47860 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12080 members 
Mstep: Class 16 contains 140221 members 
Mstep: Class 17 contains 23517 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 20 contains 18034 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18564 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315848.000000 Penalty: 64585.257812
Iteration 108Q: 30 clusters Score -7.631585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80654 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97173 members 
Mstep: Class 11 contains 84763 members 
Mstep: Class 12 contains 52235 members 
Mstep: Class 13 contains 47853 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12074 members 
Mstep: Class 16 contains 140239 members 
Mstep: Class 17 contains 23533 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 30648 members 
Mstep: Class 20 contains 18025 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18562 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 109Q: 30 clusters Score -7.631571e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80649 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12501 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97170 members 
Mstep: Class 11 contains 84765 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 47846 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12071 members 
Mstep: Class 16 contains 140253 members 
Mstep: Class 17 contains 23546 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18020 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18562 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 3710 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 110Q: 30 clusters Score -7.631569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80645 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12499 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97164 members 
Mstep: Class 11 contains 84764 members 
Mstep: Class 12 contains 52234 members 
Mstep: Class 13 contains 47841 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 140268 members 
Mstep: Class 17 contains 23560 members 
Mstep: Class 18 contains 19719 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18017 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18560 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 111Q: 30 clusters Score -7.631569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80643 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12500 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97162 members 
Mstep: Class 11 contains 84764 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 47840 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140279 members 
Mstep: Class 17 contains 23574 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18012 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18557 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 112Q: 30 clusters Score -7.631569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80641 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12498 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97161 members 
Mstep: Class 11 contains 84763 members 
Mstep: Class 12 contains 52223 members 
Mstep: Class 13 contains 47837 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140292 members 
Mstep: Class 17 contains 23580 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18009 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 173481 members 
Mstep: Class 23 contains 18556 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 113Q: 30 clusters Score -7.631571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80639 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12496 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97161 members 
Mstep: Class 11 contains 84766 members 
Mstep: Class 12 contains 52220 members 
Mstep: Class 13 contains 47835 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140300 members 
Mstep: Class 17 contains 23583 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 173482 members 
Mstep: Class 23 contains 18552 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315736.000000 Penalty: 64585.257812
Iteration 114Q: 30 clusters Score -7.631574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80638 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12494 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 97156 members 
Mstep: Class 11 contains 84768 members 
Mstep: Class 12 contains 52218 members 
Mstep: Class 13 contains 47835 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140310 members 
Mstep: Class 17 contains 23586 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173482 members 
Mstep: Class 23 contains 18550 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3504 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315768.000000 Penalty: 64585.257812
Iteration 115Q: 30 clusters Score -7.631577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80637 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12486 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 97153 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52216 members 
Mstep: Class 13 contains 47832 members 
Mstep: Class 14 contains 6465 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140324 members 
Mstep: Class 17 contains 23588 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173482 members 
Mstep: Class 23 contains 18547 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 116Q: 30 clusters Score -7.631575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80633 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 97154 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47830 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140334 members 
Mstep: Class 17 contains 23591 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173481 members 
Mstep: Class 23 contains 18546 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315800.000000 Penalty: 64585.257812
Iteration 117Q: 30 clusters Score -7.63158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80633 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 97151 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47826 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140343 members 
Mstep: Class 17 contains 23593 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18546 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315800.000000 Penalty: 64585.257812
Iteration 118Q: 30 clusters Score -7.63158e+07 nChanged 15
Entering ConstructFrom: 
Score: -76315800.000000 Penalty: 64585.257812
Entering ConstructFrom: 
Trying to split cluster 1 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -88822.226562 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -88822.23 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 586 members 
Entering Unmasked Estep 
Score: -87303.859375 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -87303.86 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -87605.476562 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -87605.48 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -87718.218750 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -87718.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87792.406250 Penalty: 2287.319580
	Iteration 3F: 3 clusters Score -87792.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87835.726562 Penalty: 2287.319580
	Iteration 4Q: 3 clusters Score -87835.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -87873.140625 Penalty: 2287.319580
	Iteration 5Q: 3 clusters Score -87873.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -87913.906250 Penalty: 2287.319580
	Iteration 6Q: 3 clusters Score -87913.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -87959.750000 Penalty: 2287.319580
	Iteration 7Q: 3 clusters Score -87959.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -87991.468750 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -87991.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -88015.734375 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -88015.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -88044.125000 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -88044.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88083.328125 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -88083.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -88121.570312 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -88121.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88176.398438 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -88176.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -88259.765625 Penalty: 2287.319580
	Iteration 14Q: 3 clusters Score -88259.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -88387.000000 Penalty: 2287.319580
	Iteration 15Q: 3 clusters Score -88387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -88460.117188 Penalty: 2287.319580
	Iteration 16Q: 3 clusters Score -88460.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88485.445312 Penalty: 2287.319580
	Iteration 17Q: 3 clusters Score -88485.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88508.835938 Penalty: 2287.319580
	Iteration 18Q: 3 clusters Score -88508.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -88528.382812 Penalty: 2287.319580
	Iteration 19Q: 3 clusters Score -88528.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -88541.890625 Penalty: 2287.319580
	Iteration 20F: 3 clusters Score -88541.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -88554.117188 Penalty: 2287.319580
	Iteration 21Q: 3 clusters Score -88554.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88561.015625 Penalty: 2287.319580
	Iteration 22Q: 3 clusters Score -88561.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88566.640625 Penalty: 2287.319580
	Iteration 23Q: 3 clusters Score -88566.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -88574.742188 Penalty: 2287.319580
	Iteration 24Q: 3 clusters Score -88574.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -88577.890625 Penalty: 2287.319580
	Iteration 25Q: 3 clusters Score -88577.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -88580.515625 Penalty: 2287.319580
	Iteration 26Q: 3 clusters Score -88580.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -88581.664062 Penalty: 2287.319580
	Iteration 27Q: 3 clusters Score -88581.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -88581.664062 Penalty: 2287.319580
	Iteration 28F: 3 clusters Score -88581.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -95606.859375 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -95606.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94061.320312 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -94061.32 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94320.648438 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -94320.65 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94397.609375 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -94397.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -94450.578125 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -94450.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94480.390625 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -94480.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94502.539062 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -94502.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94517.578125 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -94517.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94526.218750 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -94526.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94531.578125 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -94531.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94532.921875 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -94532.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94532.921875 Penalty: 2295.212158
	Iteration 10F: 3 clusters Score -94532.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -860820.937500 Penalty: 1496.403809
	Iteration 0F: 2 clusters Score -860820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -853766.437500 Penalty: 2992.807617
	Iteration 0F: 3 clusters Score -853766.4 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -856099.937500 Penalty: 2992.807617
	Iteration 1F: 3 clusters Score -856099.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -856374.625000 Penalty: 2992.807617
	Iteration 2F: 3 clusters Score -856374.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -856574.500000 Penalty: 2992.807617
	Iteration 3F: 3 clusters Score -856574.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -856734.375000 Penalty: 2992.807617
	Iteration 4Q: 3 clusters Score -856734.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -856892.687500 Penalty: 2992.807617
	Iteration 5Q: 3 clusters Score -856892.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -857039.312500 Penalty: 2992.807617
	Iteration 6Q: 3 clusters Score -857039.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -857203.562500 Penalty: 2992.807617
	Iteration 7Q: 3 clusters Score -857203.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -857376.562500 Penalty: 2992.807617
	Iteration 8Q: 3 clusters Score -857376.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -857569.750000 Penalty: 2992.807617
	Iteration 9Q: 3 clusters Score -857569.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -857791.500000 Penalty: 2992.807617
	Iteration 10Q: 3 clusters Score -857791.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -858053.875000 Penalty: 2992.807617
	Iteration 11Q: 3 clusters Score -858053.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -858352.125000 Penalty: 2992.807617
	Iteration 12Q: 3 clusters Score -858352.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -858704.312500 Penalty: 2992.807617
	Iteration 13Q: 3 clusters Score -858704.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -859027.875000 Penalty: 2992.807617
	Iteration 14Q: 3 clusters Score -859027.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -859270.062500 Penalty: 2992.807617
	Iteration 15Q: 3 clusters Score -859270.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -859439.250000 Penalty: 2992.807617
	Iteration 16Q: 3 clusters Score -859439.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -859548.687500 Penalty: 2992.807617
	Iteration 17Q: 3 clusters Score -859548.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -859601.125000 Penalty: 2992.807617
	Iteration 18Q: 3 clusters Score -859601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -859634.625000 Penalty: 2992.807617
	Iteration 19Q: 3 clusters Score -859634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -859661.750000 Penalty: 2992.807617
	Iteration 20F: 3 clusters Score -859661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -859696.500000 Penalty: 2992.807617
	Iteration 21Q: 3 clusters Score -859696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -859741.625000 Penalty: 2992.807617
	Iteration 22Q: 3 clusters Score -859741.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -859792.937500 Penalty: 2992.807617
	Iteration 23Q: 3 clusters Score -859792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -859812.375000 Penalty: 2992.807617
	Iteration 24Q: 3 clusters Score -859812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -859829.000000 Penalty: 2992.807617
	Iteration 25Q: 3 clusters Score -859829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -859842.500000 Penalty: 2992.807617
	Iteration 26Q: 3 clusters Score -859842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -859846.812500 Penalty: 2992.807617
	Iteration 27Q: 3 clusters Score -859846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -859848.125000 Penalty: 2992.807617
	Iteration 28Q: 3 clusters Score -859848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -859909.125000 Penalty: 2992.807617
	Iteration 29F: 3 clusters Score -859909.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -860161.437500 Penalty: 2992.807617
	Iteration 30Q: 3 clusters Score -860161.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -860436.625000 Penalty: 2992.807617
	Iteration 31Q: 3 clusters Score -860436.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -860599.937500 Penalty: 2992.807617
	Iteration 32Q: 3 clusters Score -860599.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -860688.312500 Penalty: 2992.807617
	Iteration 33Q: 3 clusters Score -860688.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -860719.437500 Penalty: 2992.807617
	Iteration 34Q: 3 clusters Score -860719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -860728.500000 Penalty: 2992.807617
	Iteration 35Q: 3 clusters Score -860728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -860730.375000 Penalty: 2992.807617
	Iteration 36Q: 3 clusters Score -860730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -860737.625000 Penalty: 2992.807617
	Iteration 37Q: 3 clusters Score -860737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -860742.437500 Penalty: 2992.807617
	Iteration 38Q: 3 clusters Score -860742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -860746.250000 Penalty: 2992.807617
	Iteration 39Q: 3 clusters Score -860746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -860955.375000 Penalty: 2992.807617
	Iteration 40F: 3 clusters Score -860955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -861042.812500 Penalty: 2992.807617
	Iteration 41Q: 3 clusters Score -861042.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -861082.437500 Penalty: 2992.807617
	Iteration 42Q: 3 clusters Score -861082.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -861104.062500 Penalty: 2992.807617
	Iteration 43Q: 3 clusters Score -861104.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -861122.750000 Penalty: 2992.807617
	Iteration 44Q: 3 clusters Score -861122.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -861133.812500 Penalty: 2992.807617
	Iteration 45Q: 3 clusters Score -861133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -861138.000000 Penalty: 2992.807617
	Iteration 46Q: 3 clusters Score -861138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -861141.187500 Penalty: 2992.807617
	Iteration 47Q: 3 clusters Score -861141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -861144.812500 Penalty: 2992.807617
	Iteration 48Q: 3 clusters Score -861144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -861148.375000 Penalty: 2992.807617
	Iteration 49Q: 3 clusters Score -861148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -861153.750000 Penalty: 2992.807617
	Iteration 50Q: 3 clusters Score -861153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -861156.250000 Penalty: 2992.807617
	Iteration 51Q: 3 clusters Score -861156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -861158.875000 Penalty: 2992.807617
	Iteration 52Q: 3 clusters Score -861158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -861166.062500 Penalty: 2992.807617
	Iteration 53Q: 3 clusters Score -861166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -861171.625000 Penalty: 2992.807617
	Iteration 54Q: 3 clusters Score -861171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -861177.625000 Penalty: 2992.807617
	Iteration 55Q: 3 clusters Score -861177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -861180.125000 Penalty: 2992.807617
	Iteration 56Q: 3 clusters Score -861180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -861183.437500 Penalty: 2992.807617
	Iteration 57Q: 3 clusters Score -861183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -861188.250000 Penalty: 2992.807617
	Iteration 58Q: 3 clusters Score -861188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -861189.562500 Penalty: 2992.807617
	Iteration 59Q: 3 clusters Score -861189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -861190.187500 Penalty: 2992.807617
	Iteration 60F: 3 clusters Score -861190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -861193.875000 Penalty: 2992.807617
	Iteration 61Q: 3 clusters Score -861193.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -861194.937500 Penalty: 2992.807617
	Iteration 62Q: 3 clusters Score -861194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -861199.187500 Penalty: 2992.807617
	Iteration 63Q: 3 clusters Score -861199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -861202.937500 Penalty: 2992.807617
	Iteration 64Q: 3 clusters Score -861202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -861206.687500 Penalty: 2992.807617
	Iteration 65Q: 3 clusters Score -861206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -861208.875000 Penalty: 2992.807617
	Iteration 66Q: 3 clusters Score -861208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -861206.812500 Penalty: 2992.807617
	Iteration 67Q: 3 clusters Score -861206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -861209.000000 Penalty: 2992.807617
	Iteration 68Q: 3 clusters Score -861209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -861209.312500 Penalty: 2992.807617
	Iteration 69Q: 3 clusters Score -861209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -861209.625000 Penalty: 2992.807617
	Iteration 70Q: 3 clusters Score -861209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -861209.625000 Penalty: 2992.807617
	Iteration 71F: 3 clusters Score -861209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 80632 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97148 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 685 members 
Entering Unmasked Estep 
Score: -76315320.000000 Penalty: 66812.335938
Splitting cluster 3 changes total score from -76315800.000000 to -76315320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (80632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Entering Unmasked Estep 
Score: -7191555.000000 Penalty: 1835.868286
	Iteration 0F: 2 clusters Score -7191555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7137585.000000 Penalty: 3671.736572
	Iteration 0F: 3 clusters Score -7137585 nChanged 38476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7159647.500000 Penalty: 3671.736572
	Iteration 1F: 3 clusters Score -7159648 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -7160384.500000 Penalty: 3671.736572
	Iteration 2Q: 3 clusters Score -7160384 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -7161502.000000 Penalty: 3671.736572
	Iteration 3Q: 3 clusters Score -7161502 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -7163276.000000 Penalty: 3671.736572
	Iteration 4Q: 3 clusters Score -7163276 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -7165814.000000 Penalty: 3671.736572
	Iteration 5F: 3 clusters Score -7165814 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7169482.000000 Penalty: 3671.736572
	Iteration 6F: 3 clusters Score -7169482 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -7173634.000000 Penalty: 3671.736572
	Iteration 7F: 3 clusters Score -7173634 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -7177529.500000 Penalty: 3671.736572
	Iteration 8F: 3 clusters Score -7177530 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -7180660.500000 Penalty: 3671.736572
	Iteration 9F: 3 clusters Score -7180660 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -7183094.500000 Penalty: 3671.736572
	Iteration 10Q: 3 clusters Score -7183094 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -7184854.000000 Penalty: 3671.736572
	Iteration 11Q: 3 clusters Score -7184854 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -7186156.000000 Penalty: 3671.736572
	Iteration 12Q: 3 clusters Score -7186156 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -7187111.500000 Penalty: 3671.736572
	Iteration 13Q: 3 clusters Score -7187112 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -7187853.000000 Penalty: 3671.736572
	Iteration 14Q: 3 clusters Score -7187853 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -7188326.000000 Penalty: 3671.736572
	Iteration 15Q: 3 clusters Score -7188326 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -7188659.500000 Penalty: 3671.736572
	Iteration 16Q: 3 clusters Score -7188660 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -7188950.500000 Penalty: 3671.736572
	Iteration 17Q: 3 clusters Score -7188950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -7189183.000000 Penalty: 3671.736572
	Iteration 18Q: 3 clusters Score -7189183 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -7189350.500000 Penalty: 3671.736572
	Iteration 19Q: 3 clusters Score -7189350 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -7189522.000000 Penalty: 3671.736572
	Iteration 20F: 3 clusters Score -7189522 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -7189687.000000 Penalty: 3671.736572
	Iteration 21Q: 3 clusters Score -7189687 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -7189752.000000 Penalty: 3671.736572
	Iteration 22Q: 3 clusters Score -7189752 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -7189832.500000 Penalty: 3671.736572
	Iteration 23Q: 3 clusters Score -7189832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -7189924.500000 Penalty: 3671.736572
	Iteration 24Q: 3 clusters Score -7189924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -7189944.500000 Penalty: 3671.736572
	Iteration 25Q: 3 clusters Score -7189944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -7189986.000000 Penalty: 3671.736572
	Iteration 26Q: 3 clusters Score -7189986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -7190002.000000 Penalty: 3671.736572
	Iteration 27Q: 3 clusters Score -7190002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -7190043.000000 Penalty: 3671.736572
	Iteration 28Q: 3 clusters Score -7190043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -7190044.000000 Penalty: 3671.736572
	Iteration 29Q: 3 clusters Score -7190044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -7190060.500000 Penalty: 3671.736572
	Iteration 30Q: 3 clusters Score -7190060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -7190043.500000 Penalty: 3671.736572
	Iteration 31Q: 3 clusters Score -7190044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -7190051.000000 Penalty: 3671.736572
	Iteration 32Q: 3 clusters Score -7190051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -7190063.500000 Penalty: 3671.736572
	Iteration 33Q: 3 clusters Score -7190064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -7190063.500000 Penalty: 3671.736572
	Iteration 34Q: 3 clusters Score -7190064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -7190069.000000 Penalty: 3671.736572
	Iteration 35Q: 3 clusters Score -7190069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -7190076.000000 Penalty: 3671.736572
	Iteration 36Q: 3 clusters Score -7190076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -7190082.000000 Penalty: 3671.736572
	Iteration 37Q: 3 clusters Score -7190082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -7190099.000000 Penalty: 3671.736572
	Iteration 38Q: 3 clusters Score -7190099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -7190091.000000 Penalty: 3671.736572
	Iteration 39Q: 3 clusters Score -7190091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -7190104.000000 Penalty: 3671.736572
	Iteration 40F: 3 clusters Score -7190104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -7190107.000000 Penalty: 3671.736572
	Iteration 41Q: 3 clusters Score -7190107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -7190109.000000 Penalty: 3671.736572
	Iteration 42Q: 3 clusters Score -7190109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -7190105.500000 Penalty: 3671.736572
	Iteration 43Q: 3 clusters Score -7190106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -7190118.500000 Penalty: 3671.736572
	Iteration 44Q: 3 clusters Score -7190118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -7190125.500000 Penalty: 3671.736572
	Iteration 45Q: 3 clusters Score -7190126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -7190147.500000 Penalty: 3671.736572
	Iteration 46Q: 3 clusters Score -7190148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -7190148.500000 Penalty: 3671.736572
	Iteration 47Q: 3 clusters Score -7190148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -7190152.000000 Penalty: 3671.736572
	Iteration 48Q: 3 clusters Score -7190152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -7190153.500000 Penalty: 3671.736572
	Iteration 49Q: 3 clusters Score -7190154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -7190150.500000 Penalty: 3671.736572
	Iteration 50Q: 3 clusters Score -7190150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -7190145.500000 Penalty: 3671.736572
	Iteration 51Q: 3 clusters Score -7190146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -7190143.000000 Penalty: 3671.736572
	Iteration 52Q: 3 clusters Score -7190143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -7190149.000000 Penalty: 3671.736572
	Iteration 53Q: 3 clusters Score -7190149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -7190147.500000 Penalty: 3671.736572
	Iteration 54Q: 3 clusters Score -7190148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -7190151.000000 Penalty: 3671.736572
	Iteration 55Q: 3 clusters Score -7190151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -7190153.000000 Penalty: 3671.736572
	Iteration 56Q: 3 clusters Score -7190153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -7190150.500000 Penalty: 3671.736572
	Iteration 57Q: 3 clusters Score -7190150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -7190154.500000 Penalty: 3671.736572
	Iteration 58Q: 3 clusters Score -7190154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -7190163.500000 Penalty: 3671.736572
	Iteration 59Q: 3 clusters Score -7190164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -7190156.500000 Penalty: 3671.736572
	Iteration 60F: 3 clusters Score -7190156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -7190153.000000 Penalty: 3671.736572
	Iteration 61Q: 3 clusters Score -7190153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -7190153.500000 Penalty: 3671.736572
	Iteration 62Q: 3 clusters Score -7190154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -7190159.000000 Penalty: 3671.736572
	Iteration 63Q: 3 clusters Score -7190159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -7190158.000000 Penalty: 3671.736572
	Iteration 64Q: 3 clusters Score -7190158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -7190163.500000 Penalty: 3671.736572
	Iteration 65Q: 3 clusters Score -7190164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -7190155.500000 Penalty: 3671.736572
	Iteration 66Q: 3 clusters Score -7190156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -7190160.500000 Penalty: 3671.736572
	Iteration 67Q: 3 clusters Score -7190160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -7190163.000000 Penalty: 3671.736572
	Iteration 68Q: 3 clusters Score -7190163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -7190157.500000 Penalty: 3671.736572
	Iteration 69Q: 3 clusters Score -7190158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -7190159.000000 Penalty: 3671.736572
	Iteration 70Q: 3 clusters Score -7190159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -7190159.000000 Penalty: 3671.736572
	Iteration 71F: 3 clusters Score -7190159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -216295.437500 Penalty: 1282.037109
	Iteration 0F: 2 clusters Score -216295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213805.984375 Penalty: 2564.074219
	Iteration 0F: 3 clusters Score -213806 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -214476.218750 Penalty: 2564.074219
	Iteration 1F: 3 clusters Score -214476.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -214643.234375 Penalty: 2564.074219
	Iteration 2F: 3 clusters Score -214643.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -214744.156250 Penalty: 2564.074219
	Iteration 3F: 3 clusters Score -214744.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -214827.656250 Penalty: 2564.074219
	Iteration 4Q: 3 clusters Score -214827.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -214908.000000 Penalty: 2564.074219
	Iteration 5Q: 3 clusters Score -214908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -214988.046875 Penalty: 2564.074219
	Iteration 6Q: 3 clusters Score -214988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -215063.437500 Penalty: 2564.074219
	Iteration 7Q: 3 clusters Score -215063.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -215140.578125 Penalty: 2564.074219
	Iteration 8Q: 3 clusters Score -215140.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -215224.531250 Penalty: 2564.074219
	Iteration 9Q: 3 clusters Score -215224.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -215295.234375 Penalty: 2564.074219
	Iteration 10Q: 3 clusters Score -215295.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -215351.359375 Penalty: 2564.074219
	Iteration 11Q: 3 clusters Score -215351.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -215385.828125 Penalty: 2564.074219
	Iteration 12Q: 3 clusters Score -215385.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -215415.640625 Penalty: 2564.074219
	Iteration 13Q: 3 clusters Score -215415.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -215435.968750 Penalty: 2564.074219
	Iteration 14Q: 3 clusters Score -215436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -215448.625000 Penalty: 2564.074219
	Iteration 15Q: 3 clusters Score -215448.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -215461.156250 Penalty: 2564.074219
	Iteration 16Q: 3 clusters Score -215461.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -215469.640625 Penalty: 2564.074219
	Iteration 17Q: 3 clusters Score -215469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -215485.625000 Penalty: 2564.074219
	Iteration 18Q: 3 clusters Score -215485.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -215499.687500 Penalty: 2564.074219
	Iteration 19Q: 3 clusters Score -215499.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -215514.468750 Penalty: 2564.074219
	Iteration 20F: 3 clusters Score -215514.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -215529.890625 Penalty: 2564.074219
	Iteration 21Q: 3 clusters Score -215529.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -215545.546875 Penalty: 2564.074219
	Iteration 22Q: 3 clusters Score -215545.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -215555.031250 Penalty: 2564.074219
	Iteration 23Q: 3 clusters Score -215555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -215560.718750 Penalty: 2564.074219
	Iteration 24Q: 3 clusters Score -215560.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -215568.906250 Penalty: 2564.074219
	Iteration 25Q: 3 clusters Score -215568.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -215581.562500 Penalty: 2564.074219
	Iteration 26Q: 3 clusters Score -215581.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -215589.593750 Penalty: 2564.074219
	Iteration 27Q: 3 clusters Score -215589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -215594.031250 Penalty: 2564.074219
	Iteration 28Q: 3 clusters Score -215594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -215603.796875 Penalty: 2564.074219
	Iteration 29Q: 3 clusters Score -215603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -215608.609375 Penalty: 2564.074219
	Iteration 30Q: 3 clusters Score -215608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -215610.500000 Penalty: 2564.074219
	Iteration 31Q: 3 clusters Score -215610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -215612.359375 Penalty: 2564.074219
	Iteration 32Q: 3 clusters Score -215612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -215615.546875 Penalty: 2564.074219
	Iteration 33Q: 3 clusters Score -215615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -215617.812500 Penalty: 2564.074219
	Iteration 34Q: 3 clusters Score -215617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -215625.093750 Penalty: 2564.074219
	Iteration 35Q: 3 clusters Score -215625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -215632.140625 Penalty: 2564.074219
	Iteration 36Q: 3 clusters Score -215632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -215637.171875 Penalty: 2564.074219
	Iteration 37Q: 3 clusters Score -215637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -215641.843750 Penalty: 2564.074219
	Iteration 38Q: 3 clusters Score -215641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -215645.421875 Penalty: 2564.074219
	Iteration 39Q: 3 clusters Score -215645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -215649.093750 Penalty: 2564.074219
	Iteration 40F: 3 clusters Score -215649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -215654.000000 Penalty: 2564.074219
	Iteration 41Q: 3 clusters Score -215654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -215656.437500 Penalty: 2564.074219
	Iteration 42Q: 3 clusters Score -215656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -215658.343750 Penalty: 2564.074219
	Iteration 43Q: 3 clusters Score -215658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -215660.078125 Penalty: 2564.074219
	Iteration 44Q: 3 clusters Score -215660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -215662.375000 Penalty: 2564.074219
	Iteration 45Q: 3 clusters Score -215662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -215664.828125 Penalty: 2564.074219
	Iteration 46Q: 3 clusters Score -215664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -215667.796875 Penalty: 2564.074219
	Iteration 47Q: 3 clusters Score -215667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -215668.718750 Penalty: 2564.074219
	Iteration 48Q: 3 clusters Score -215668.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -215670.421875 Penalty: 2564.074219
	Iteration 49Q: 3 clusters Score -215670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -215670.906250 Penalty: 2564.074219
	Iteration 50Q: 3 clusters Score -215670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -215670.953125 Penalty: 2564.074219
	Iteration 51Q: 3 clusters Score -215671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -215670.953125 Penalty: 2564.074219
	Iteration 52F: 3 clusters Score -215671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -135510.859375 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -135510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -133435.937500 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -133435.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -134434.703125 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -134434.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -134825.343750 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -134825.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -135077.093750 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -135077.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -135287.484375 Penalty: 2489.843262
	Iteration 4F: 3 clusters Score -135287.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -135450.937500 Penalty: 2489.843262
	Iteration 5F: 3 clusters Score -135450.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -135629.968750 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -135630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135750.031250 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -135750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135809.500000 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -135809.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -135856.562500 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -135856.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -135902.031250 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -135902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -135928.640625 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -135928.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -135954.343750 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -135954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -135963.640625 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -135963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -135971.531250 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -135971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -135974.406250 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -135974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -135976.312500 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -135976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -135977.203125 Penalty: 2489.843262
	Iteration 17Q: 3 clusters Score -135977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -135977.390625 Penalty: 2489.843262
	Iteration 18Q: 3 clusters Score -135977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -135978.078125 Penalty: 2489.843262
	Iteration 19Q: 3 clusters Score -135978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -135978.078125 Penalty: 2489.843262
	Iteration 20F: 3 clusters Score -135978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80632 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97148 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 1308 members 
Entering Unmasked Estep 
Score: -76315296.000000 Penalty: 66812.335938
Splitting cluster 6 changes total score from -76315800.000000 to -76315296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (12482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Entering Unmasked Estep 
Score: -1125481.875000 Penalty: 1532.707031
	Iteration 0F: 2 clusters Score -1125482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1116780.500000 Penalty: 3065.414062
	Iteration 0F: 3 clusters Score -1116780 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1119691.750000 Penalty: 3065.414062
	Iteration 1F: 3 clusters Score -1119692 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1120008.250000 Penalty: 3065.414062
	Iteration 2F: 3 clusters Score -1120008 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1120312.750000 Penalty: 3065.414062
	Iteration 3F: 3 clusters Score -1120313 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1120653.500000 Penalty: 3065.414062
	Iteration 4F: 3 clusters Score -1120654 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1121059.125000 Penalty: 3065.414062
	Iteration 5F: 3 clusters Score -1121059 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1121562.125000 Penalty: 3065.414062
	Iteration 6F: 3 clusters Score -1121562 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1122182.500000 Penalty: 3065.414062
	Iteration 7F: 3 clusters Score -1122182 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1122750.625000 Penalty: 3065.414062
	Iteration 8F: 3 clusters Score -1122751 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1123203.250000 Penalty: 3065.414062
	Iteration 9Q: 3 clusters Score -1123203 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1123510.750000 Penalty: 3065.414062
	Iteration 10Q: 3 clusters Score -1123511 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1123746.875000 Penalty: 3065.414062
	Iteration 11Q: 3 clusters Score -1123747 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1123913.500000 Penalty: 3065.414062
	Iteration 12Q: 3 clusters Score -1123914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1124009.250000 Penalty: 3065.414062
	Iteration 13Q: 3 clusters Score -1124009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1124067.625000 Penalty: 3065.414062
	Iteration 14Q: 3 clusters Score -1124068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1124110.250000 Penalty: 3065.414062
	Iteration 15Q: 3 clusters Score -1124110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1124152.000000 Penalty: 3065.414062
	Iteration 16Q: 3 clusters Score -1124152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1124184.125000 Penalty: 3065.414062
	Iteration 17Q: 3 clusters Score -1124184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1124202.500000 Penalty: 3065.414062
	Iteration 18Q: 3 clusters Score -1124202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1124215.250000 Penalty: 3065.414062
	Iteration 19Q: 3 clusters Score -1124215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1124219.375000 Penalty: 3065.414062
	Iteration 20F: 3 clusters Score -1124219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1124224.125000 Penalty: 3065.414062
	Iteration 21Q: 3 clusters Score -1124224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1124228.250000 Penalty: 3065.414062
	Iteration 22Q: 3 clusters Score -1124228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1124230.500000 Penalty: 3065.414062
	Iteration 23Q: 3 clusters Score -1124230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1124236.500000 Penalty: 3065.414062
	Iteration 24Q: 3 clusters Score -1124236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1124241.500000 Penalty: 3065.414062
	Iteration 25Q: 3 clusters Score -1124242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1124243.250000 Penalty: 3065.414062
	Iteration 26Q: 3 clusters Score -1124243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1124243.625000 Penalty: 3065.414062
	Iteration 27Q: 3 clusters Score -1124244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1124245.125000 Penalty: 3065.414062
	Iteration 28Q: 3 clusters Score -1124245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1124245.125000 Penalty: 3065.414062
	Iteration 29Q: 3 clusters Score -1124245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1124247.250000 Penalty: 3065.414062
	Iteration 30Q: 3 clusters Score -1124247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1124248.750000 Penalty: 3065.414062
	Iteration 31Q: 3 clusters Score -1124249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1124247.750000 Penalty: 3065.414062
	Iteration 32Q: 3 clusters Score -1124248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1124250.375000 Penalty: 3065.414062
	Iteration 33Q: 3 clusters Score -1124250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1124251.250000 Penalty: 3065.414062
	Iteration 34Q: 3 clusters Score -1124251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1124251.500000 Penalty: 3065.414062
	Iteration 35Q: 3 clusters Score -1124252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1124251.500000 Penalty: 3065.414062
	Iteration 36F: 3 clusters Score -1124252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -560993.187500 Penalty: 1431.287109
	Iteration 0F: 2 clusters Score -560993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -555998.687500 Penalty: 2862.574219
	Iteration 0F: 3 clusters Score -555998.7 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -557650.437500 Penalty: 2862.574219
	Iteration 1F: 3 clusters Score -557650.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -557978.937500 Penalty: 2862.574219
	Iteration 2F: 3 clusters Score -557978.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -558245.812500 Penalty: 2862.574219
	Iteration 3F: 3 clusters Score -558245.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -558482.500000 Penalty: 2862.574219
	Iteration 4F: 3 clusters Score -558482.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558687.437500 Penalty: 2862.574219
	Iteration 5Q: 3 clusters Score -558687.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -558859.875000 Penalty: 2862.574219
	Iteration 6Q: 3 clusters Score -558859.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -558988.625000 Penalty: 2862.574219
	Iteration 7Q: 3 clusters Score -558988.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -559081.250000 Penalty: 2862.574219
	Iteration 8Q: 3 clusters Score -559081.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -559144.375000 Penalty: 2862.574219
	Iteration 9Q: 3 clusters Score -559144.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -559205.312500 Penalty: 2862.574219
	Iteration 10Q: 3 clusters Score -559205.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -559267.000000 Penalty: 2862.574219
	Iteration 11Q: 3 clusters Score -559267 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -559314.500000 Penalty: 2862.574219
	Iteration 12Q: 3 clusters Score -559314.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -559349.687500 Penalty: 2862.574219
	Iteration 13Q: 3 clusters Score -559349.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -559370.687500 Penalty: 2862.574219
	Iteration 14Q: 3 clusters Score -559370.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -559387.312500 Penalty: 2862.574219
	Iteration 15Q: 3 clusters Score -559387.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -559399.125000 Penalty: 2862.574219
	Iteration 16Q: 3 clusters Score -559399.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -559410.062500 Penalty: 2862.574219
	Iteration 17Q: 3 clusters Score -559410.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -559419.250000 Penalty: 2862.574219
	Iteration 18Q: 3 clusters Score -559419.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -559431.312500 Penalty: 2862.574219
	Iteration 19Q: 3 clusters Score -559431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -559443.125000 Penalty: 2862.574219
	Iteration 20F: 3 clusters Score -559443.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -559453.875000 Penalty: 2862.574219
	Iteration 21Q: 3 clusters Score -559453.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -559460.312500 Penalty: 2862.574219
	Iteration 22Q: 3 clusters Score -559460.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -559464.375000 Penalty: 2862.574219
	Iteration 23Q: 3 clusters Score -559464.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -559468.562500 Penalty: 2862.574219
	Iteration 24Q: 3 clusters Score -559468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -559471.187500 Penalty: 2862.574219
	Iteration 25Q: 3 clusters Score -559471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -559474.375000 Penalty: 2862.574219
	Iteration 26Q: 3 clusters Score -559474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -559479.625000 Penalty: 2862.574219
	Iteration 27Q: 3 clusters Score -559479.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -559483.000000 Penalty: 2862.574219
	Iteration 28Q: 3 clusters Score -559483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -559492.250000 Penalty: 2862.574219
	Iteration 29Q: 3 clusters Score -559492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -559498.062500 Penalty: 2862.574219
	Iteration 30Q: 3 clusters Score -559498.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -559501.562500 Penalty: 2862.574219
	Iteration 31Q: 3 clusters Score -559501.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -559508.562500 Penalty: 2862.574219
	Iteration 32Q: 3 clusters Score -559508.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -559517.437500 Penalty: 2862.574219
	Iteration 33Q: 3 clusters Score -559517.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -559526.062500 Penalty: 2862.574219
	Iteration 34Q: 3 clusters Score -559526.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -559534.375000 Penalty: 2862.574219
	Iteration 35Q: 3 clusters Score -559534.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -559543.875000 Penalty: 2862.574219
	Iteration 36Q: 3 clusters Score -559543.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -559550.937500 Penalty: 2862.574219
	Iteration 37Q: 3 clusters Score -559550.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -559563.000000 Penalty: 2862.574219
	Iteration 38Q: 3 clusters Score -559563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -559572.312500 Penalty: 2862.574219
	Iteration 39Q: 3 clusters Score -559572.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -559581.812500 Penalty: 2862.574219
	Iteration 40F: 3 clusters Score -559581.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -559588.500000 Penalty: 2862.574219
	Iteration 41Q: 3 clusters Score -559588.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -559594.375000 Penalty: 2862.574219
	Iteration 42Q: 3 clusters Score -559594.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -559597.812500 Penalty: 2862.574219
	Iteration 43Q: 3 clusters Score -559597.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -559601.625000 Penalty: 2862.574219
	Iteration 44Q: 3 clusters Score -559601.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -559605.625000 Penalty: 2862.574219
	Iteration 45Q: 3 clusters Score -559605.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -559610.000000 Penalty: 2862.574219
	Iteration 46Q: 3 clusters Score -559610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -559613.250000 Penalty: 2862.574219
	Iteration 47Q: 3 clusters Score -559613.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -559616.875000 Penalty: 2862.574219
	Iteration 48Q: 3 clusters Score -559616.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -559619.312500 Penalty: 2862.574219
	Iteration 49Q: 3 clusters Score -559619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -559619.625000 Penalty: 2862.574219
	Iteration 50Q: 3 clusters Score -559619.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -559622.750000 Penalty: 2862.574219
	Iteration 51Q: 3 clusters Score -559622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -559624.187500 Penalty: 2862.574219
	Iteration 52Q: 3 clusters Score -559624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -559624.812500 Penalty: 2862.574219
	Iteration 53Q: 3 clusters Score -559624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -559625.687500 Penalty: 2862.574219
	Iteration 54Q: 3 clusters Score -559625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -559626.312500 Penalty: 2862.574219
	Iteration 55Q: 3 clusters Score -559626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -559626.312500 Penalty: 2862.574219
	Iteration 56F: 3 clusters Score -559626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -500543.250000 Penalty: 1416.010498
	Iteration 0F: 2 clusters Score -500543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -495914.625000 Penalty: 2832.020996
	Iteration 0F: 3 clusters Score -495914.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -497665.437500 Penalty: 2832.020996
	Iteration 1F: 3 clusters Score -497665.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -498052.468750 Penalty: 2832.020996
	Iteration 2F: 3 clusters Score -498052.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -498377.312500 Penalty: 2832.020996
	Iteration 3F: 3 clusters Score -498377.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -498655.250000 Penalty: 2832.020996
	Iteration 4F: 3 clusters Score -498655.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -498895.625000 Penalty: 2832.020996
	Iteration 5F: 3 clusters Score -498895.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -499103.218750 Penalty: 2832.020996
	Iteration 6Q: 3 clusters Score -499103.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -499256.343750 Penalty: 2832.020996
	Iteration 7Q: 3 clusters Score -499256.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -499425.406250 Penalty: 2832.020996
	Iteration 8Q: 3 clusters Score -499425.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -499610.000000 Penalty: 2832.020996
	Iteration 9Q: 3 clusters Score -499610 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -499736.875000 Penalty: 2832.020996
	Iteration 10Q: 3 clusters Score -499736.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -499885.531250 Penalty: 2832.020996
	Iteration 11Q: 3 clusters Score -499885.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -500022.375000 Penalty: 2832.020996
	Iteration 12Q: 3 clusters Score -500022.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -500102.687500 Penalty: 2832.020996
	Iteration 13Q: 3 clusters Score -500102.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -500168.781250 Penalty: 2832.020996
	Iteration 14Q: 3 clusters Score -500168.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -500218.687500 Penalty: 2832.020996
	Iteration 15Q: 3 clusters Score -500218.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -500260.343750 Penalty: 2832.020996
	Iteration 16Q: 3 clusters Score -500260.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -500296.906250 Penalty: 2832.020996
	Iteration 17Q: 3 clusters Score -500296.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -500317.781250 Penalty: 2832.020996
	Iteration 18Q: 3 clusters Score -500317.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -500338.937500 Penalty: 2832.020996
	Iteration 19Q: 3 clusters Score -500338.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -500358.062500 Penalty: 2832.020996
	Iteration 20F: 3 clusters Score -500358.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -500375.218750 Penalty: 2832.020996
	Iteration 21Q: 3 clusters Score -500375.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -500389.718750 Penalty: 2832.020996
	Iteration 22Q: 3 clusters Score -500389.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -500398.156250 Penalty: 2832.020996
	Iteration 23Q: 3 clusters Score -500398.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -500407.000000 Penalty: 2832.020996
	Iteration 24Q: 3 clusters Score -500407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -500414.687500 Penalty: 2832.020996
	Iteration 25Q: 3 clusters Score -500414.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -500420.875000 Penalty: 2832.020996
	Iteration 26Q: 3 clusters Score -500420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -500426.531250 Penalty: 2832.020996
	Iteration 27Q: 3 clusters Score -500426.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -500437.250000 Penalty: 2832.020996
	Iteration 28Q: 3 clusters Score -500437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -500444.250000 Penalty: 2832.020996
	Iteration 29Q: 3 clusters Score -500444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -500451.000000 Penalty: 2832.020996
	Iteration 30Q: 3 clusters Score -500451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -500455.531250 Penalty: 2832.020996
	Iteration 31Q: 3 clusters Score -500455.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -500461.750000 Penalty: 2832.020996
	Iteration 32Q: 3 clusters Score -500461.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -500468.812500 Penalty: 2832.020996
	Iteration 33Q: 3 clusters Score -500468.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -500472.375000 Penalty: 2832.020996
	Iteration 34Q: 3 clusters Score -500472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -500477.031250 Penalty: 2832.020996
	Iteration 35Q: 3 clusters Score -500477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -500480.250000 Penalty: 2832.020996
	Iteration 36Q: 3 clusters Score -500480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -500482.093750 Penalty: 2832.020996
	Iteration 37Q: 3 clusters Score -500482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -500483.093750 Penalty: 2832.020996
	Iteration 38Q: 3 clusters Score -500483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -500486.718750 Penalty: 2832.020996
	Iteration 39Q: 3 clusters Score -500486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -500487.687500 Penalty: 2832.020996
	Iteration 40F: 3 clusters Score -500487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -500488.312500 Penalty: 2832.020996
	Iteration 41Q: 3 clusters Score -500488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -500488.343750 Penalty: 2832.020996
	Iteration 42Q: 3 clusters Score -500488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -500489.281250 Penalty: 2832.020996
	Iteration 43Q: 3 clusters Score -500489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -500489.281250 Penalty: 2832.020996
	Iteration 44F: 3 clusters Score -500489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Entering Unmasked Estep 
Score: -8715944.000000 Penalty: 1866.148438
	Iteration 0F: 2 clusters Score -8715944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -8650869.000000 Penalty: 3732.296875
	Iteration 0F: 3 clusters Score -8650869 nChanged 46320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8677717.000000 Penalty: 3732.296875
	Iteration 1F: 3 clusters Score -8677717 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8678546.000000 Penalty: 3732.296875
	Iteration 2Q: 3 clusters Score -8678546 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -8679869.000000 Penalty: 3732.296875
	Iteration 3Q: 3 clusters Score -8679869 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -8682001.000000 Penalty: 3732.296875
	Iteration 4Q: 3 clusters Score -8682001 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8685910.000000 Penalty: 3732.296875
	Iteration 5F: 3 clusters Score -8685910 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8692211.000000 Penalty: 3732.296875
	Iteration 6F: 3 clusters Score -8692211 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -8700146.000000 Penalty: 3732.296875
	Iteration 7F: 3 clusters Score -8700146 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -8706970.000000 Penalty: 3732.296875
	Iteration 8F: 3 clusters Score -8706970 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8711227.000000 Penalty: 3732.296875
	Iteration 9Q: 3 clusters Score -8711227 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8713119.000000 Penalty: 3732.296875
	Iteration 10Q: 3 clusters Score -8713119 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8713877.000000 Penalty: 3732.296875
	Iteration 11Q: 3 clusters Score -8713877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8714134.000000 Penalty: 3732.296875
	Iteration 12Q: 3 clusters Score -8714134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8714238.000000 Penalty: 3732.296875
	Iteration 13Q: 3 clusters Score -8714238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8714291.000000 Penalty: 3732.296875
	Iteration 14Q: 3 clusters Score -8714291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8714300.000000 Penalty: 3732.296875
	Iteration 15Q: 3 clusters Score -8714300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8714309.000000 Penalty: 3732.296875
	Iteration 16Q: 3 clusters Score -8714309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8714320.000000 Penalty: 3732.296875
	Iteration 17Q: 3 clusters Score -8714320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8714326.000000 Penalty: 3732.296875
	Iteration 18Q: 3 clusters Score -8714326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8714331.000000 Penalty: 3732.296875
	Iteration 19Q: 3 clusters Score -8714331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8714336.000000 Penalty: 3732.296875
	Iteration 20F: 3 clusters Score -8714336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8714343.000000 Penalty: 3732.296875
	Iteration 21Q: 3 clusters Score -8714343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8714338.000000 Penalty: 3732.296875
	Iteration 22Q: 3 clusters Score -8714338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8714334.000000 Penalty: 3732.296875
	Iteration 23Q: 3 clusters Score -8714334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8714334.000000 Penalty: 3732.296875
	Iteration 24F: 3 clusters Score -8714334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -7433820.500000 Penalty: 1844.004517
	Iteration 0F: 2 clusters Score -7433820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7377166.500000 Penalty: 3688.009033
	Iteration 0F: 3 clusters Score -7377166 nChanged 40357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7400286.500000 Penalty: 3688.009033
	Iteration 1F: 3 clusters Score -7400286 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7401329.500000 Penalty: 3688.009033
	Iteration 2Q: 3 clusters Score -7401330 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -7403225.000000 Penalty: 3688.009033
	Iteration 3F: 3 clusters Score -7403225 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -7406527.500000 Penalty: 3688.009033
	Iteration 4F: 3 clusters Score -7406528 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -7411943.500000 Penalty: 3688.009033
	Iteration 5F: 3 clusters Score -7411944 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -7418658.500000 Penalty: 3688.009033
	Iteration 6F: 3 clusters Score -7418658 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -7425176.000000 Penalty: 3688.009033
	Iteration 7F: 3 clusters Score -7425176 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7429602.500000 Penalty: 3688.009033
	Iteration 8Q: 3 clusters Score -7429602 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7431364.500000 Penalty: 3688.009033
	Iteration 9Q: 3 clusters Score -7431364 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7431886.500000 Penalty: 3688.009033
	Iteration 10Q: 3 clusters Score -7431886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7432031.000000 Penalty: 3688.009033
	Iteration 11Q: 3 clusters Score -7432031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7432085.000000 Penalty: 3688.009033
	Iteration 12Q: 3 clusters Score -7432085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7432118.500000 Penalty: 3688.009033
	Iteration 13Q: 3 clusters Score -7432118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7432143.000000 Penalty: 3688.009033
	Iteration 14Q: 3 clusters Score -7432143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7432157.500000 Penalty: 3688.009033
	Iteration 15Q: 3 clusters Score -7432158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7432157.000000 Penalty: 3688.009033
	Iteration 16Q: 3 clusters Score -7432157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7432165.000000 Penalty: 3688.009033
	Iteration 17Q: 3 clusters Score -7432165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7432177.000000 Penalty: 3688.009033
	Iteration 18Q: 3 clusters Score -7432177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7432177.000000 Penalty: 3688.009033
	Iteration 19F: 3 clusters Score -7432177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Entering Unmasked Estep 
Score: -4503555.500000 Penalty: 1765.254639
	Iteration 0F: 2 clusters Score -4503556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4468467.500000 Penalty: 3530.509277
	Iteration 0F: 3 clusters Score -4468468 nChanged 24688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4482355.500000 Penalty: 3530.509277
	Iteration 1F: 3 clusters Score -4482356 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4482792.000000 Penalty: 3530.509277
	Iteration 2Q: 3 clusters Score -4482792 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4483358.000000 Penalty: 3530.509277
	Iteration 3Q: 3 clusters Score -4483358 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4484156.500000 Penalty: 3530.509277
	Iteration 4Q: 3 clusters Score -4484156 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4485419.500000 Penalty: 3530.509277
	Iteration 5Q: 3 clusters Score -4485420 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4487525.000000 Penalty: 3530.509277
	Iteration 6F: 3 clusters Score -4487525 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -4490818.000000 Penalty: 3530.509277
	Iteration 7F: 3 clusters Score -4490818 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -4495077.000000 Penalty: 3530.509277
	Iteration 8F: 3 clusters Score -4495077 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -4498897.000000 Penalty: 3530.509277
	Iteration 9F: 3 clusters Score -4498897 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -4500909.500000 Penalty: 3530.509277
	Iteration 10Q: 3 clusters Score -4500910 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -4501609.000000 Penalty: 3530.509277
	Iteration 11Q: 3 clusters Score -4501609 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -4501848.000000 Penalty: 3530.509277
	Iteration 12Q: 3 clusters Score -4501848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -4501955.500000 Penalty: 3530.509277
	Iteration 13Q: 3 clusters Score -4501956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -4501987.500000 Penalty: 3530.509277
	Iteration 14Q: 3 clusters Score -4501988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -4502005.500000 Penalty: 3530.509277
	Iteration 15Q: 3 clusters Score -4502006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -4502022.500000 Penalty: 3530.509277
	Iteration 16Q: 3 clusters Score -4502022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -4502033.500000 Penalty: 3530.509277
	Iteration 17Q: 3 clusters Score -4502034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -4502040.500000 Penalty: 3530.509277
	Iteration 18Q: 3 clusters Score -4502040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -4502045.000000 Penalty: 3530.509277
	Iteration 19Q: 3 clusters Score -4502045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -4502051.500000 Penalty: 3530.509277
	Iteration 20F: 3 clusters Score -4502052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -4502061.500000 Penalty: 3530.509277
	Iteration 21Q: 3 clusters Score -4502062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -4502072.000000 Penalty: 3530.509277
	Iteration 22Q: 3 clusters Score -4502072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -4502074.000000 Penalty: 3530.509277
	Iteration 23Q: 3 clusters Score -4502074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -4502074.000000 Penalty: 3530.509277
	Iteration 24Q: 3 clusters Score -4502074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -4502078.000000 Penalty: 3530.509277
	Iteration 25Q: 3 clusters Score -4502078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -4502078.000000 Penalty: 3530.509277
	Iteration 26F: 3 clusters Score -4502078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Entering Unmasked Estep 
Score: -4176583.750000 Penalty: 1750.986816
	Iteration 0F: 2 clusters Score -4176584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4144566.750000 Penalty: 3501.973633
	Iteration 0F: 3 clusters Score -4144567 nChanged 22527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -4157820.000000 Penalty: 3501.973633
	Iteration 1F: 3 clusters Score -4157820 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4158485.250000 Penalty: 3501.973633
	Iteration 2Q: 3 clusters Score -4158485 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4159279.250000 Penalty: 3501.973633
	Iteration 3Q: 3 clusters Score -4159279 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4160184.750000 Penalty: 3501.973633
	Iteration 4Q: 3 clusters Score -4160185 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4161146.000000 Penalty: 3501.973633
	Iteration 5Q: 3 clusters Score -4161146 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4162250.500000 Penalty: 3501.973633
	Iteration 6Q: 3 clusters Score -4162250 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4163526.000000 Penalty: 3501.973633
	Iteration 7Q: 3 clusters Score -4163526 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4165037.250000 Penalty: 3501.973633
	Iteration 8F: 3 clusters Score -4165037 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4166559.000000 Penalty: 3501.973633
	Iteration 9F: 3 clusters Score -4166559 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4167793.500000 Penalty: 3501.973633
	Iteration 10Q: 3 clusters Score -4167794 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -4168438.500000 Penalty: 3501.973633
	Iteration 11Q: 3 clusters Score -4168438 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4168756.000000 Penalty: 3501.973633
	Iteration 12Q: 3 clusters Score -4168756 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4168967.000000 Penalty: 3501.973633
	Iteration 13Q: 3 clusters Score -4168967 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4169119.250000 Penalty: 3501.973633
	Iteration 14Q: 3 clusters Score -4169119 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4169276.750000 Penalty: 3501.973633
	Iteration 15Q: 3 clusters Score -4169277 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4169446.000000 Penalty: 3501.973633
	Iteration 16Q: 3 clusters Score -4169446 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4169596.500000 Penalty: 3501.973633
	Iteration 17Q: 3 clusters Score -4169596 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4169742.000000 Penalty: 3501.973633
	Iteration 18Q: 3 clusters Score -4169742 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4169876.000000 Penalty: 3501.973633
	Iteration 19Q: 3 clusters Score -4169876 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4170029.500000 Penalty: 3501.973633
	Iteration 20F: 3 clusters Score -4170030 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4170171.750000 Penalty: 3501.973633
	Iteration 21Q: 3 clusters Score -4170172 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4170298.250000 Penalty: 3501.973633
	Iteration 22Q: 3 clusters Score -4170298 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4170423.750000 Penalty: 3501.973633
	Iteration 23Q: 3 clusters Score -4170424 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4170537.500000 Penalty: 3501.973633
	Iteration 24Q: 3 clusters Score -4170538 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4170661.750000 Penalty: 3501.973633
	Iteration 25Q: 3 clusters Score -4170662 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4170789.250000 Penalty: 3501.973633
	Iteration 26Q: 3 clusters Score -4170789 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4170932.500000 Penalty: 3501.973633
	Iteration 27Q: 3 clusters Score -4170932 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4171041.500000 Penalty: 3501.973633
	Iteration 28Q: 3 clusters Score -4171042 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -4171169.750000 Penalty: 3501.973633
	Iteration 29Q: 3 clusters Score -4171170 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4171276.250000 Penalty: 3501.973633
	Iteration 30Q: 3 clusters Score -4171276 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -4171427.250000 Penalty: 3501.973633
	Iteration 31Q: 3 clusters Score -4171427 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4171548.500000 Penalty: 3501.973633
	Iteration 32Q: 3 clusters Score -4171548 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4171700.250000 Penalty: 3501.973633
	Iteration 33Q: 3 clusters Score -4171700 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -4171898.000000 Penalty: 3501.973633
	Iteration 34Q: 3 clusters Score -4171898 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4172091.500000 Penalty: 3501.973633
	Iteration 35Q: 3 clusters Score -4172092 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -4172315.250000 Penalty: 3501.973633
	Iteration 36Q: 3 clusters Score -4172315 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4172569.500000 Penalty: 3501.973633
	Iteration 37Q: 3 clusters Score -4172570 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4172883.500000 Penalty: 3501.973633
	Iteration 38Q: 3 clusters Score -4172884 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -4173195.500000 Penalty: 3501.973633
	Iteration 39Q: 3 clusters Score -4173196 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -4173539.000000 Penalty: 3501.973633
	Iteration 40F: 3 clusters Score -4173539 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -4173869.000000 Penalty: 3501.973633
	Iteration 41Q: 3 clusters Score -4173869 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -4174142.250000 Penalty: 3501.973633
	Iteration 42Q: 3 clusters Score -4174142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -4174414.000000 Penalty: 3501.973633
	Iteration 43Q: 3 clusters Score -4174414 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -4174653.250000 Penalty: 3501.973633
	Iteration 44Q: 3 clusters Score -4174653 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -4174845.000000 Penalty: 3501.973633
	Iteration 45Q: 3 clusters Score -4174845 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -4174987.000000 Penalty: 3501.973633
	Iteration 46Q: 3 clusters Score -4174987 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -4175083.500000 Penalty: 3501.973633
	Iteration 47Q: 3 clusters Score -4175084 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -4175172.000000 Penalty: 3501.973633
	Iteration 48Q: 3 clusters Score -4175172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -4175236.000000 Penalty: 3501.973633
	Iteration 49Q: 3 clusters Score -4175236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -4175281.750000 Penalty: 3501.973633
	Iteration 50Q: 3 clusters Score -4175282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -4175335.000000 Penalty: 3501.973633
	Iteration 51Q: 3 clusters Score -4175335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -4175354.250000 Penalty: 3501.973633
	Iteration 52Q: 3 clusters Score -4175354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -4175377.000000 Penalty: 3501.973633
	Iteration 53Q: 3 clusters Score -4175377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -4175390.250000 Penalty: 3501.973633
	Iteration 54Q: 3 clusters Score -4175390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -4175400.250000 Penalty: 3501.973633
	Iteration 55Q: 3 clusters Score -4175400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -4175425.500000 Penalty: 3501.973633
	Iteration 56Q: 3 clusters Score -4175426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -4175436.000000 Penalty: 3501.973633
	Iteration 57Q: 3 clusters Score -4175436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -4175464.750000 Penalty: 3501.973633
	Iteration 58Q: 3 clusters Score -4175465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -4175496.250000 Penalty: 3501.973633
	Iteration 59Q: 3 clusters Score -4175496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -4175507.250000 Penalty: 3501.973633
	Iteration 60F: 3 clusters Score -4175507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -4175525.750000 Penalty: 3501.973633
	Iteration 61Q: 3 clusters Score -4175526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -4175537.750000 Penalty: 3501.973633
	Iteration 62Q: 3 clusters Score -4175538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -4175548.750000 Penalty: 3501.973633
	Iteration 63Q: 3 clusters Score -4175549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -4175564.000000 Penalty: 3501.973633
	Iteration 64Q: 3 clusters Score -4175564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4175561.500000 Penalty: 3501.973633
	Iteration 65Q: 3 clusters Score -4175562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -4175563.000000 Penalty: 3501.973633
	Iteration 66Q: 3 clusters Score -4175563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -4175564.250000 Penalty: 3501.973633
	Iteration 67Q: 3 clusters Score -4175564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -4175567.000000 Penalty: 3501.973633
	Iteration 68Q: 3 clusters Score -4175567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -4175569.250000 Penalty: 3501.973633
	Iteration 69Q: 3 clusters Score -4175569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -4175571.750000 Penalty: 3501.973633
	Iteration 70Q: 3 clusters Score -4175572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -4175571.750000 Penalty: 3501.973633
	Iteration 71Q: 3 clusters Score -4175572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -4175574.250000 Penalty: 3501.973633
	Iteration 72Q: 3 clusters Score -4175574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4175573.750000 Penalty: 3501.973633
	Iteration 73Q: 3 clusters Score -4175574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -4175575.500000 Penalty: 3501.973633
	Iteration 74Q: 3 clusters Score -4175576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -4175575.500000 Penalty: 3501.973633
	Iteration 75F: 3 clusters Score -4175576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -563385.312500 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -563385.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -558459.000000 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -558459 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -559975.375000 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -559975.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -560246.875000 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -560246.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -560447.562500 Penalty: 2851.249512
	Iteration 3F: 3 clusters Score -560447.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -560614.062500 Penalty: 2851.249512
	Iteration 4F: 3 clusters Score -560614.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -560766.562500 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -560766.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -560889.687500 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -560889.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -561024.437500 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -561024.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -561191.562500 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -561191.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -561374.562500 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -561374.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -561575.562500 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -561575.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -561755.500000 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -561755.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -561927.562500 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -561927.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -562087.000000 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -562087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -562188.187500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -562188.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -562253.187500 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -562253.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -562305.062500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -562305.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -562340.625000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -562340.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -562363.250000 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -562363.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -562376.000000 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -562376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -562384.062500 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -562384.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -562388.625000 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -562388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -562392.687500 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -562392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -562394.312500 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -562394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -562394.812500 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -562394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -562394.750000 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -562394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -562396.187500 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -562396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -562397.125000 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -562397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -562399.437500 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -562399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -562398.562500 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -562398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -562400.187500 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -562400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -562400.437500 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -562400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -562400.812500 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -562400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -562401.312500 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -562401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -562400.750000 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -562400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -562401.625000 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -562401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -562401.625000 Penalty: 2851.249512
	Iteration 36F: 3 clusters Score -562401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Entering Unmasked Estep 
Score: -1040212.625000 Penalty: 1527.225830
	Iteration 0F: 2 clusters Score -1040213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1031707.812500 Penalty: 3054.451660
	Iteration 0F: 3 clusters Score -1031708 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1034699.250000 Penalty: 3054.451660
	Iteration 1F: 3 clusters Score -1034699 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1035034.625000 Penalty: 3054.451660
	Iteration 2F: 3 clusters Score -1035035 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1035339.437500 Penalty: 3054.451660
	Iteration 3F: 3 clusters Score -1035339 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1035647.187500 Penalty: 3054.451660
	Iteration 4F: 3 clusters Score -1035647 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1036044.312500 Penalty: 3054.451660
	Iteration 5F: 3 clusters Score -1036044 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1036523.125000 Penalty: 3054.451660
	Iteration 6F: 3 clusters Score -1036523 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1037032.437500 Penalty: 3054.451660
	Iteration 7F: 3 clusters Score -1037032 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1037464.062500 Penalty: 3054.451660
	Iteration 8F: 3 clusters Score -1037464 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1037762.562500 Penalty: 3054.451660
	Iteration 9Q: 3 clusters Score -1037763 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1037993.562500 Penalty: 3054.451660
	Iteration 10Q: 3 clusters Score -1037994 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1038221.750000 Penalty: 3054.451660
	Iteration 11Q: 3 clusters Score -1038222 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1038436.875000 Penalty: 3054.451660
	Iteration 12Q: 3 clusters Score -1038437 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1038621.625000 Penalty: 3054.451660
	Iteration 13Q: 3 clusters Score -1038622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1038748.562500 Penalty: 3054.451660
	Iteration 14Q: 3 clusters Score -1038749 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1038842.687500 Penalty: 3054.451660
	Iteration 15Q: 3 clusters Score -1038843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1038902.437500 Penalty: 3054.451660
	Iteration 16Q: 3 clusters Score -1038902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1038946.562500 Penalty: 3054.451660
	Iteration 17Q: 3 clusters Score -1038947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1038967.125000 Penalty: 3054.451660
	Iteration 18Q: 3 clusters Score -1038967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1038978.875000 Penalty: 3054.451660
	Iteration 19Q: 3 clusters Score -1038979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1038991.625000 Penalty: 3054.451660
	Iteration 20F: 3 clusters Score -1038992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1038999.312500 Penalty: 3054.451660
	Iteration 21Q: 3 clusters Score -1038999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1039010.312500 Penalty: 3054.451660
	Iteration 22Q: 3 clusters Score -1039010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1039014.687500 Penalty: 3054.451660
	Iteration 23Q: 3 clusters Score -1039015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1039017.062500 Penalty: 3054.451660
	Iteration 24Q: 3 clusters Score -1039017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1039021.187500 Penalty: 3054.451660
	Iteration 25Q: 3 clusters Score -1039021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1039023.187500 Penalty: 3054.451660
	Iteration 26Q: 3 clusters Score -1039023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1039028.375000 Penalty: 3054.451660
	Iteration 27Q: 3 clusters Score -1039028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1039030.437500 Penalty: 3054.451660
	Iteration 28Q: 3 clusters Score -1039030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1039031.750000 Penalty: 3054.451660
	Iteration 29Q: 3 clusters Score -1039032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1039034.000000 Penalty: 3054.451660
	Iteration 30Q: 3 clusters Score -1039034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1039033.375000 Penalty: 3054.451660
	Iteration 31Q: 3 clusters Score -1039033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1039033.625000 Penalty: 3054.451660
	Iteration 32Q: 3 clusters Score -1039034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1039034.375000 Penalty: 3054.451660
	Iteration 33Q: 3 clusters Score -1039034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1039036.937500 Penalty: 3054.451660
	Iteration 34Q: 3 clusters Score -1039037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1039039.312500 Penalty: 3054.451660
	Iteration 35Q: 3 clusters Score -1039039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1039041.687500 Penalty: 3054.451660
	Iteration 36Q: 3 clusters Score -1039042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1039043.375000 Penalty: 3054.451660
	Iteration 37Q: 3 clusters Score -1039043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1039045.125000 Penalty: 3054.451660
	Iteration 38Q: 3 clusters Score -1039045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1039044.562500 Penalty: 3054.451660
	Iteration 39Q: 3 clusters Score -1039045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1039044.562500 Penalty: 3054.451660
	Iteration 40F: 3 clusters Score -1039045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140353 members 
Entering Unmasked Estep 
Score: -12403813.000000 Penalty: 1925.936401
	Iteration 0F: 2 clusters Score -1.240381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -12309961.000000 Penalty: 3851.872803
	Iteration 0F: 3 clusters Score -1.230996e+07 nChanged 67628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -12350509.000000 Penalty: 3851.872803
	Iteration 1F: 3 clusters Score -1.235051e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -12351945.000000 Penalty: 3851.872803
	Iteration 2Q: 3 clusters Score -1.235194e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -12354178.000000 Penalty: 3851.872803
	Iteration 3Q: 3 clusters Score -1.235418e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -12357761.000000 Penalty: 3851.872803
	Iteration 4Q: 3 clusters Score -1.235776e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -12363506.000000 Penalty: 3851.872803
	Iteration 5F: 3 clusters Score -1.236351e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -12370791.000000 Penalty: 3851.872803
	Iteration 6F: 3 clusters Score -1.237079e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -12378595.000000 Penalty: 3851.872803
	Iteration 7F: 3 clusters Score -1.23786e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -12384858.000000 Penalty: 3851.872803
	Iteration 8F: 3 clusters Score -1.238486e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -12388894.000000 Penalty: 3851.872803
	Iteration 9Q: 3 clusters Score -1.238889e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -12391341.000000 Penalty: 3851.872803
	Iteration 10Q: 3 clusters Score -1.239134e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -12393218.000000 Penalty: 3851.872803
	Iteration 11Q: 3 clusters Score -1.239322e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -12394811.000000 Penalty: 3851.872803
	Iteration 12Q: 3 clusters Score -1.239481e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124484 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -12396189.000000 Penalty: 3851.872803
	Iteration 13Q: 3 clusters Score -1.239619e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -12397597.000000 Penalty: 3851.872803
	Iteration 14Q: 3 clusters Score -1.23976e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -12398955.000000 Penalty: 3851.872803
	Iteration 15Q: 3 clusters Score -1.239896e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129973 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -12400232.000000 Penalty: 3851.872803
	Iteration 16Q: 3 clusters Score -1.240023e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -12401328.000000 Penalty: 3851.872803
	Iteration 17Q: 3 clusters Score -1.240133e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132254 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -12401994.000000 Penalty: 3851.872803
	Iteration 18Q: 3 clusters Score -1.240199e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -12402497.000000 Penalty: 3851.872803
	Iteration 19Q: 3 clusters Score -1.24025e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133457 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -12402715.000000 Penalty: 3851.872803
	Iteration 20F: 3 clusters Score -1.240272e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -12402864.000000 Penalty: 3851.872803
	Iteration 21Q: 3 clusters Score -1.240286e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -12402934.000000 Penalty: 3851.872803
	Iteration 22Q: 3 clusters Score -1.240293e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134444 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -12402990.000000 Penalty: 3851.872803
	Iteration 23Q: 3 clusters Score -1.240299e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134652 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -12403053.000000 Penalty: 3851.872803
	Iteration 24Q: 3 clusters Score -1.240305e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -12403063.000000 Penalty: 3851.872803
	Iteration 25Q: 3 clusters Score -1.240306e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -12403106.000000 Penalty: 3851.872803
	Iteration 26Q: 3 clusters Score -1.240311e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -12403114.000000 Penalty: 3851.872803
	Iteration 27Q: 3 clusters Score -1.240311e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -12403148.000000 Penalty: 3851.872803
	Iteration 28Q: 3 clusters Score -1.240315e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135312 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -12403182.000000 Penalty: 3851.872803
	Iteration 29Q: 3 clusters Score -1.240318e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135383 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -12403178.000000 Penalty: 3851.872803
	Iteration 30Q: 3 clusters Score -1.240318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -12403208.000000 Penalty: 3851.872803
	Iteration 31Q: 3 clusters Score -1.240321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135480 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -12403205.000000 Penalty: 3851.872803
	Iteration 32Q: 3 clusters Score -1.24032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135527 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -12403217.000000 Penalty: 3851.872803
	Iteration 33Q: 3 clusters Score -1.240322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -12403228.000000 Penalty: 3851.872803
	Iteration 34Q: 3 clusters Score -1.240323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -12403213.000000 Penalty: 3851.872803
	Iteration 35Q: 3 clusters Score -1.240321e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135592 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -12403213.000000 Penalty: 3851.872803
	Iteration 36Q: 3 clusters Score -1.240321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -12403191.000000 Penalty: 3851.872803
	Iteration 37Q: 3 clusters Score -1.240319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -12403190.000000 Penalty: 3851.872803
	Iteration 38Q: 3 clusters Score -1.240319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135645 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -12403193.000000 Penalty: 3851.872803
	Iteration 39Q: 3 clusters Score -1.240319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -12403200.000000 Penalty: 3851.872803
	Iteration 40F: 3 clusters Score -1.24032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135686 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -12403207.000000 Penalty: 3851.872803
	Iteration 41Q: 3 clusters Score -1.240321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -12403196.000000 Penalty: 3851.872803
	Iteration 42Q: 3 clusters Score -1.24032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -12403190.000000 Penalty: 3851.872803
	Iteration 43Q: 3 clusters Score -1.240319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -12403194.000000 Penalty: 3851.872803
	Iteration 44Q: 3 clusters Score -1.240319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135743 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -12403176.000000 Penalty: 3851.872803
	Iteration 45Q: 3 clusters Score -1.240318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -12403185.000000 Penalty: 3851.872803
	Iteration 46Q: 3 clusters Score -1.240318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -12403194.000000 Penalty: 3851.872803
	Iteration 47Q: 3 clusters Score -1.240319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135779 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -12403202.000000 Penalty: 3851.872803
	Iteration 48Q: 3 clusters Score -1.24032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -12403202.000000 Penalty: 3851.872803
	Iteration 49Q: 3 clusters Score -1.24032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -12403199.000000 Penalty: 3851.872803
	Iteration 50Q: 3 clusters Score -1.24032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -12403200.000000 Penalty: 3851.872803
	Iteration 51Q: 3 clusters Score -1.24032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135811 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -12403203.000000 Penalty: 3851.872803
	Iteration 52Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -12403206.000000 Penalty: 3851.872803
	Iteration 53Q: 3 clusters Score -1.240321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -12403201.000000 Penalty: 3851.872803
	Iteration 54Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -12403199.000000 Penalty: 3851.872803
	Iteration 55Q: 3 clusters Score -1.24032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -12403206.000000 Penalty: 3851.872803
	Iteration 56Q: 3 clusters Score -1.240321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -12403203.000000 Penalty: 3851.872803
	Iteration 57Q: 3 clusters Score -1.24032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -12403202.000000 Penalty: 3851.872803
	Iteration 58Q: 3 clusters Score -1.24032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -12403193.000000 Penalty: 3851.872803
	Iteration 59Q: 3 clusters Score -1.240319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -12403195.000000 Penalty: 3851.872803
	Iteration 60F: 3 clusters Score -1.24032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135857 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -12403192.000000 Penalty: 3851.872803
	Iteration 61Q: 3 clusters Score -1.240319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -12403202.000000 Penalty: 3851.872803
	Iteration 62Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135867 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -12403200.000000 Penalty: 3851.872803
	Iteration 63Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135871 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -12403193.000000 Penalty: 3851.872803
	Iteration 64Q: 3 clusters Score -1.240319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -12403189.000000 Penalty: 3851.872803
	Iteration 65Q: 3 clusters Score -1.240319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135883 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -12403186.000000 Penalty: 3851.872803
	Iteration 66Q: 3 clusters Score -1.240319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -12403197.000000 Penalty: 3851.872803
	Iteration 67Q: 3 clusters Score -1.24032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -12403195.000000 Penalty: 3851.872803
	Iteration 68Q: 3 clusters Score -1.24032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -12403193.000000 Penalty: 3851.872803
	Iteration 69Q: 3 clusters Score -1.240319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135912 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -12403196.000000 Penalty: 3851.872803
	Iteration 70Q: 3 clusters Score -1.24032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135923 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -12403190.000000 Penalty: 3851.872803
	Iteration 71Q: 3 clusters Score -1.240319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -12403185.000000 Penalty: 3851.872803
	Iteration 72Q: 3 clusters Score -1.240318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -12403201.000000 Penalty: 3851.872803
	Iteration 73Q: 3 clusters Score -1.24032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -12403195.000000 Penalty: 3851.872803
	Iteration 74Q: 3 clusters Score -1.24032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -12403208.000000 Penalty: 3851.872803
	Iteration 75Q: 3 clusters Score -1.240321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135986 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -12403209.000000 Penalty: 3851.872803
	Iteration 76Q: 3 clusters Score -1.240321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135997 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -12403211.000000 Penalty: 3851.872803
	Iteration 77Q: 3 clusters Score -1.240321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136003 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -12403212.000000 Penalty: 3851.872803
	Iteration 78Q: 3 clusters Score -1.240321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -12403208.000000 Penalty: 3851.872803
	Iteration 79Q: 3 clusters Score -1.240321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -12403213.000000 Penalty: 3851.872803
	Iteration 80F: 3 clusters Score -1.240321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -12403207.000000 Penalty: 3851.872803
	Iteration 81Q: 3 clusters Score -1.240321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -12403198.000000 Penalty: 3851.872803
	Iteration 82Q: 3 clusters Score -1.24032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -12403190.000000 Penalty: 3851.872803
	Iteration 83Q: 3 clusters Score -1.240319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136045 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -12403196.000000 Penalty: 3851.872803
	Iteration 84Q: 3 clusters Score -1.24032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12403193.000000 Penalty: 3851.872803
	Iteration 85Q: 3 clusters Score -1.240319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -12403188.000000 Penalty: 3851.872803
	Iteration 86Q: 3 clusters Score -1.240319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -12403186.000000 Penalty: 3851.872803
	Iteration 87Q: 3 clusters Score -1.240319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -12403199.000000 Penalty: 3851.872803
	Iteration 88Q: 3 clusters Score -1.24032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -12403196.000000 Penalty: 3851.872803
	Iteration 89Q: 3 clusters Score -1.24032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -12403187.000000 Penalty: 3851.872803
	Iteration 90Q: 3 clusters Score -1.240319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -12403195.000000 Penalty: 3851.872803
	Iteration 91Q: 3 clusters Score -1.24032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12403194.000000 Penalty: 3851.872803
	Iteration 92Q: 3 clusters Score -1.240319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -12403190.000000 Penalty: 3851.872803
	Iteration 93Q: 3 clusters Score -1.240319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -12403196.000000 Penalty: 3851.872803
	Iteration 94Q: 3 clusters Score -1.24032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -12403197.000000 Penalty: 3851.872803
	Iteration 95Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -12403201.000000 Penalty: 3851.872803
	Iteration 96Q: 3 clusters Score -1.24032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -12403195.000000 Penalty: 3851.872803
	Iteration 97Q: 3 clusters Score -1.24032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -12403207.000000 Penalty: 3851.872803
	Iteration 98Q: 3 clusters Score -1.240321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -12403207.000000 Penalty: 3851.872803
	Iteration 99Q: 3 clusters Score -1.240321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -12403209.000000 Penalty: 3851.872803
	Iteration 100F: 3 clusters Score -1.240321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -12403217.000000 Penalty: 3851.872803
	Iteration 101Q: 3 clusters Score -1.240322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -12403214.000000 Penalty: 3851.872803
	Iteration 102Q: 3 clusters Score -1.240321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -12403210.000000 Penalty: 3851.872803
	Iteration 103Q: 3 clusters Score -1.240321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -12403210.000000 Penalty: 3851.872803
	Iteration 104Q: 3 clusters Score -1.240321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -12403219.000000 Penalty: 3851.872803
	Iteration 105Q: 3 clusters Score -1.240322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -12403211.000000 Penalty: 3851.872803
	Iteration 106Q: 3 clusters Score -1.240321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -12403208.000000 Penalty: 3851.872803
	Iteration 107Q: 3 clusters Score -1.240321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -12403207.000000 Penalty: 3851.872803
	Iteration 108Q: 3 clusters Score -1.240321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -12403202.000000 Penalty: 3851.872803
	Iteration 109Q: 3 clusters Score -1.24032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -12403206.000000 Penalty: 3851.872803
	Iteration 110Q: 3 clusters Score -1.240321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -12403211.000000 Penalty: 3851.872803
	Iteration 111Q: 3 clusters Score -1.240321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -12403206.000000 Penalty: 3851.872803
	Iteration 112Q: 3 clusters Score -1.240321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136188 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -12403204.000000 Penalty: 3851.872803
	Iteration 113Q: 3 clusters Score -1.24032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136188 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -12403204.000000 Penalty: 3851.872803
	Iteration 114F: 3 clusters Score -1.24032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Entering Unmasked Estep 
Score: -1850482.250000 Penalty: 1636.185303
	Iteration 0F: 2 clusters Score -1850482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1834576.250000 Penalty: 3272.370605
	Iteration 0F: 3 clusters Score -1834576 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1840779.125000 Penalty: 3272.370605
	Iteration 1F: 3 clusters Score -1840779 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1841443.500000 Penalty: 3272.370605
	Iteration 2F: 3 clusters Score -1841444 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1842118.875000 Penalty: 3272.370605
	Iteration 3F: 3 clusters Score -1842119 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1842778.875000 Penalty: 3272.370605
	Iteration 4F: 3 clusters Score -1842779 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1843447.375000 Penalty: 3272.370605
	Iteration 5F: 3 clusters Score -1843447 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1844034.625000 Penalty: 3272.370605
	Iteration 6F: 3 clusters Score -1844035 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1844590.000000 Penalty: 3272.370605
	Iteration 7Q: 3 clusters Score -1844590 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1845030.750000 Penalty: 3272.370605
	Iteration 8Q: 3 clusters Score -1845031 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1845401.250000 Penalty: 3272.370605
	Iteration 9Q: 3 clusters Score -1845401 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1845720.750000 Penalty: 3272.370605
	Iteration 10Q: 3 clusters Score -1845721 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1846002.250000 Penalty: 3272.370605
	Iteration 11Q: 3 clusters Score -1846002 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1846211.000000 Penalty: 3272.370605
	Iteration 12Q: 3 clusters Score -1846211 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1846337.000000 Penalty: 3272.370605
	Iteration 13Q: 3 clusters Score -1846337 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1846435.375000 Penalty: 3272.370605
	Iteration 14Q: 3 clusters Score -1846435 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1846516.500000 Penalty: 3272.370605
	Iteration 15Q: 3 clusters Score -1846516 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1846579.875000 Penalty: 3272.370605
	Iteration 16Q: 3 clusters Score -1846580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1846633.750000 Penalty: 3272.370605
	Iteration 17Q: 3 clusters Score -1846634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1846679.500000 Penalty: 3272.370605
	Iteration 18Q: 3 clusters Score -1846680 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1846730.000000 Penalty: 3272.370605
	Iteration 19Q: 3 clusters Score -1846730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1846774.125000 Penalty: 3272.370605
	Iteration 20F: 3 clusters Score -1846774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1846829.625000 Penalty: 3272.370605
	Iteration 21Q: 3 clusters Score -1846830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1846887.250000 Penalty: 3272.370605
	Iteration 22Q: 3 clusters Score -1846887 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1846943.125000 Penalty: 3272.370605
	Iteration 23Q: 3 clusters Score -1846943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1847013.250000 Penalty: 3272.370605
	Iteration 24Q: 3 clusters Score -1847013 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1847076.750000 Penalty: 3272.370605
	Iteration 25Q: 3 clusters Score -1847077 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1847148.875000 Penalty: 3272.370605
	Iteration 26Q: 3 clusters Score -1847149 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1847221.250000 Penalty: 3272.370605
	Iteration 27Q: 3 clusters Score -1847221 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1847296.750000 Penalty: 3272.370605
	Iteration 28Q: 3 clusters Score -1847297 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1847357.375000 Penalty: 3272.370605
	Iteration 29Q: 3 clusters Score -1847357 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1847438.750000 Penalty: 3272.370605
	Iteration 30Q: 3 clusters Score -1847439 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1847507.000000 Penalty: 3272.370605
	Iteration 31Q: 3 clusters Score -1847507 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1847592.125000 Penalty: 3272.370605
	Iteration 32Q: 3 clusters Score -1847592 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1847652.750000 Penalty: 3272.370605
	Iteration 33Q: 3 clusters Score -1847653 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1847723.375000 Penalty: 3272.370605
	Iteration 34Q: 3 clusters Score -1847723 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1847799.375000 Penalty: 3272.370605
	Iteration 35Q: 3 clusters Score -1847799 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1847856.875000 Penalty: 3272.370605
	Iteration 36Q: 3 clusters Score -1847857 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1847919.875000 Penalty: 3272.370605
	Iteration 37Q: 3 clusters Score -1847920 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1847995.250000 Penalty: 3272.370605
	Iteration 38Q: 3 clusters Score -1847995 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1848060.000000 Penalty: 3272.370605
	Iteration 39Q: 3 clusters Score -1848060 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1848136.125000 Penalty: 3272.370605
	Iteration 40F: 3 clusters Score -1848136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1848193.625000 Penalty: 3272.370605
	Iteration 41Q: 3 clusters Score -1848194 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1848276.125000 Penalty: 3272.370605
	Iteration 42Q: 3 clusters Score -1848276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1848357.250000 Penalty: 3272.370605
	Iteration 43Q: 3 clusters Score -1848357 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1848438.625000 Penalty: 3272.370605
	Iteration 44Q: 3 clusters Score -1848439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1848523.250000 Penalty: 3272.370605
	Iteration 45Q: 3 clusters Score -1848523 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1848613.750000 Penalty: 3272.370605
	Iteration 46Q: 3 clusters Score -1848614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1848695.875000 Penalty: 3272.370605
	Iteration 47Q: 3 clusters Score -1848696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -1848765.750000 Penalty: 3272.370605
	Iteration 48Q: 3 clusters Score -1848766 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1848829.125000 Penalty: 3272.370605
	Iteration 49Q: 3 clusters Score -1848829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1848881.625000 Penalty: 3272.370605
	Iteration 50Q: 3 clusters Score -1848882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -1848931.625000 Penalty: 3272.370605
	Iteration 51Q: 3 clusters Score -1848932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1848979.875000 Penalty: 3272.370605
	Iteration 52Q: 3 clusters Score -1848980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1849033.000000 Penalty: 3272.370605
	Iteration 53Q: 3 clusters Score -1849033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1849082.750000 Penalty: 3272.370605
	Iteration 54Q: 3 clusters Score -1849083 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1849127.875000 Penalty: 3272.370605
	Iteration 55Q: 3 clusters Score -1849128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1849161.375000 Penalty: 3272.370605
	Iteration 56Q: 3 clusters Score -1849161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -1849189.125000 Penalty: 3272.370605
	Iteration 57Q: 3 clusters Score -1849189 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -1849216.250000 Penalty: 3272.370605
	Iteration 58Q: 3 clusters Score -1849216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -1849246.750000 Penalty: 3272.370605
	Iteration 59Q: 3 clusters Score -1849247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1849267.000000 Penalty: 3272.370605
	Iteration 60F: 3 clusters Score -1849267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -1849300.000000 Penalty: 3272.370605
	Iteration 61Q: 3 clusters Score -1849300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -1849327.375000 Penalty: 3272.370605
	Iteration 62Q: 3 clusters Score -1849327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1849338.250000 Penalty: 3272.370605
	Iteration 63Q: 3 clusters Score -1849338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1849349.625000 Penalty: 3272.370605
	Iteration 64Q: 3 clusters Score -1849350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -1849357.000000 Penalty: 3272.370605
	Iteration 65Q: 3 clusters Score -1849357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1849360.875000 Penalty: 3272.370605
	Iteration 66Q: 3 clusters Score -1849361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1849363.000000 Penalty: 3272.370605
	Iteration 67Q: 3 clusters Score -1849363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1849366.500000 Penalty: 3272.370605
	Iteration 68Q: 3 clusters Score -1849366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1849370.500000 Penalty: 3272.370605
	Iteration 69Q: 3 clusters Score -1849370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -1849372.375000 Penalty: 3272.370605
	Iteration 70Q: 3 clusters Score -1849372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -1849374.125000 Penalty: 3272.370605
	Iteration 71Q: 3 clusters Score -1849374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1849377.125000 Penalty: 3272.370605
	Iteration 72Q: 3 clusters Score -1849377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -1849377.875000 Penalty: 3272.370605
	Iteration 73Q: 3 clusters Score -1849378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -1849376.625000 Penalty: 3272.370605
	Iteration 74Q: 3 clusters Score -1849377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -1849377.375000 Penalty: 3272.370605
	Iteration 75Q: 3 clusters Score -1849377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -1849376.375000 Penalty: 3272.370605
	Iteration 76Q: 3 clusters Score -1849376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -1849376.375000 Penalty: 3272.370605
	Iteration 77F: 3 clusters Score -1849376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -1744372.375000 Penalty: 1606.951538
	Iteration 0F: 2 clusters Score -1744372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1730894.375000 Penalty: 3213.903076
	Iteration 0F: 3 clusters Score -1730894 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1735852.750000 Penalty: 3213.903076
	Iteration 1F: 3 clusters Score -1735853 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1736271.500000 Penalty: 3213.903076
	Iteration 2F: 3 clusters Score -1736272 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1736777.000000 Penalty: 3213.903076
	Iteration 3F: 3 clusters Score -1736777 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1737462.000000 Penalty: 3213.903076
	Iteration 4F: 3 clusters Score -1737462 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1738355.375000 Penalty: 3213.903076
	Iteration 5F: 3 clusters Score -1738355 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1739350.375000 Penalty: 3213.903076
	Iteration 6F: 3 clusters Score -1739350 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1740440.125000 Penalty: 3213.903076
	Iteration 7F: 3 clusters Score -1740440 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1741368.500000 Penalty: 3213.903076
	Iteration 8F: 3 clusters Score -1741368 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1742029.000000 Penalty: 3213.903076
	Iteration 9Q: 3 clusters Score -1742029 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1742447.750000 Penalty: 3213.903076
	Iteration 10Q: 3 clusters Score -1742448 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1742658.500000 Penalty: 3213.903076
	Iteration 11Q: 3 clusters Score -1742658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1742768.625000 Penalty: 3213.903076
	Iteration 12Q: 3 clusters Score -1742769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1742841.125000 Penalty: 3213.903076
	Iteration 13Q: 3 clusters Score -1742841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1742906.875000 Penalty: 3213.903076
	Iteration 14Q: 3 clusters Score -1742907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1742939.250000 Penalty: 3213.903076
	Iteration 15Q: 3 clusters Score -1742939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1742960.000000 Penalty: 3213.903076
	Iteration 16Q: 3 clusters Score -1742960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1742968.125000 Penalty: 3213.903076
	Iteration 17Q: 3 clusters Score -1742968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1742983.250000 Penalty: 3213.903076
	Iteration 18Q: 3 clusters Score -1742983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1742999.125000 Penalty: 3213.903076
	Iteration 19Q: 3 clusters Score -1742999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1743005.375000 Penalty: 3213.903076
	Iteration 20F: 3 clusters Score -1743005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1743010.750000 Penalty: 3213.903076
	Iteration 21Q: 3 clusters Score -1743011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1743013.875000 Penalty: 3213.903076
	Iteration 22Q: 3 clusters Score -1743014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1743021.125000 Penalty: 3213.903076
	Iteration 23Q: 3 clusters Score -1743021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1743027.875000 Penalty: 3213.903076
	Iteration 24Q: 3 clusters Score -1743028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1743030.375000 Penalty: 3213.903076
	Iteration 25Q: 3 clusters Score -1743030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1743034.000000 Penalty: 3213.903076
	Iteration 26Q: 3 clusters Score -1743034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1743033.125000 Penalty: 3213.903076
	Iteration 27Q: 3 clusters Score -1743033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1743037.125000 Penalty: 3213.903076
	Iteration 28Q: 3 clusters Score -1743037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1743043.375000 Penalty: 3213.903076
	Iteration 29Q: 3 clusters Score -1743043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1743049.000000 Penalty: 3213.903076
	Iteration 30Q: 3 clusters Score -1743049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1743054.250000 Penalty: 3213.903076
	Iteration 31Q: 3 clusters Score -1743054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1743055.625000 Penalty: 3213.903076
	Iteration 32Q: 3 clusters Score -1743056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1743059.000000 Penalty: 3213.903076
	Iteration 33Q: 3 clusters Score -1743059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1743059.625000 Penalty: 3213.903076
	Iteration 34Q: 3 clusters Score -1743060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1743060.875000 Penalty: 3213.903076
	Iteration 35Q: 3 clusters Score -1743061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1743061.875000 Penalty: 3213.903076
	Iteration 36Q: 3 clusters Score -1743062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1743061.875000 Penalty: 3213.903076
	Iteration 37F: 3 clusters Score -1743062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Entering Unmasked Estep 
Score: -2684996.250000 Penalty: 1678.666870
	Iteration 0F: 2 clusters Score -2684996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2664252.500000 Penalty: 3357.333740
	Iteration 0F: 3 clusters Score -2664252 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2671966.000000 Penalty: 3357.333740
	Iteration 1F: 3 clusters Score -2671966 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2672266.500000 Penalty: 3357.333740
	Iteration 2Q: 3 clusters Score -2672266 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2672571.750000 Penalty: 3357.333740
	Iteration 3Q: 3 clusters Score -2672572 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2672853.500000 Penalty: 3357.333740
	Iteration 4Q: 3 clusters Score -2672854 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2673197.250000 Penalty: 3357.333740
	Iteration 5Q: 3 clusters Score -2673197 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2673615.250000 Penalty: 3357.333740
	Iteration 6Q: 3 clusters Score -2673615 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2674216.750000 Penalty: 3357.333740
	Iteration 7Q: 3 clusters Score -2674217 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2675118.750000 Penalty: 3357.333740
	Iteration 8F: 3 clusters Score -2675119 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2676503.250000 Penalty: 3357.333740
	Iteration 9F: 3 clusters Score -2676503 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2678325.000000 Penalty: 3357.333740
	Iteration 10F: 3 clusters Score -2678325 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2680210.750000 Penalty: 3357.333740
	Iteration 11F: 3 clusters Score -2680211 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2681717.500000 Penalty: 3357.333740
	Iteration 12F: 3 clusters Score -2681718 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2682636.250000 Penalty: 3357.333740
	Iteration 13Q: 3 clusters Score -2682636 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2683114.500000 Penalty: 3357.333740
	Iteration 14Q: 3 clusters Score -2683114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2683353.000000 Penalty: 3357.333740
	Iteration 15Q: 3 clusters Score -2683353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2683439.500000 Penalty: 3357.333740
	Iteration 16Q: 3 clusters Score -2683440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2683476.000000 Penalty: 3357.333740
	Iteration 17Q: 3 clusters Score -2683476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2683489.000000 Penalty: 3357.333740
	Iteration 18Q: 3 clusters Score -2683489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2683496.250000 Penalty: 3357.333740
	Iteration 19Q: 3 clusters Score -2683496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2683499.250000 Penalty: 3357.333740
	Iteration 20F: 3 clusters Score -2683499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2683497.750000 Penalty: 3357.333740
	Iteration 21Q: 3 clusters Score -2683498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2683497.750000 Penalty: 3357.333740
	Iteration 22F: 3 clusters Score -2683498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Entering Unmasked Estep 
Score: -1373574.625000 Penalty: 1592.267822
	Iteration 0F: 2 clusters Score -1373575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1361230.875000 Penalty: 3184.535645
	Iteration 0F: 3 clusters Score -1361231 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1366287.500000 Penalty: 3184.535645
	Iteration 1F: 3 clusters Score -1366288 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1367253.125000 Penalty: 3184.535645
	Iteration 2F: 3 clusters Score -1367253 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1368334.250000 Penalty: 3184.535645
	Iteration 3F: 3 clusters Score -1368334 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1369361.625000 Penalty: 3184.535645
	Iteration 4F: 3 clusters Score -1369362 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1370145.750000 Penalty: 3184.535645
	Iteration 5F: 3 clusters Score -1370146 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1370679.750000 Penalty: 3184.535645
	Iteration 6F: 3 clusters Score -1370680 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1371111.250000 Penalty: 3184.535645
	Iteration 7Q: 3 clusters Score -1371111 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1371488.250000 Penalty: 3184.535645
	Iteration 8Q: 3 clusters Score -1371488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1371792.500000 Penalty: 3184.535645
	Iteration 9Q: 3 clusters Score -1371792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1371972.125000 Penalty: 3184.535645
	Iteration 10Q: 3 clusters Score -1371972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1372090.375000 Penalty: 3184.535645
	Iteration 11Q: 3 clusters Score -1372090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1372175.500000 Penalty: 3184.535645
	Iteration 12Q: 3 clusters Score -1372176 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1372241.125000 Penalty: 3184.535645
	Iteration 13Q: 3 clusters Score -1372241 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1372281.250000 Penalty: 3184.535645
	Iteration 14Q: 3 clusters Score -1372281 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1372317.500000 Penalty: 3184.535645
	Iteration 15Q: 3 clusters Score -1372318 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1372343.500000 Penalty: 3184.535645
	Iteration 16Q: 3 clusters Score -1372344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1372369.750000 Penalty: 3184.535645
	Iteration 17Q: 3 clusters Score -1372370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1372387.750000 Penalty: 3184.535645
	Iteration 18Q: 3 clusters Score -1372388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1372409.000000 Penalty: 3184.535645
	Iteration 19Q: 3 clusters Score -1372409 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1372417.125000 Penalty: 3184.535645
	Iteration 20F: 3 clusters Score -1372417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1372421.125000 Penalty: 3184.535645
	Iteration 21Q: 3 clusters Score -1372421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1372429.750000 Penalty: 3184.535645
	Iteration 22Q: 3 clusters Score -1372430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1372438.875000 Penalty: 3184.535645
	Iteration 23Q: 3 clusters Score -1372439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1372443.750000 Penalty: 3184.535645
	Iteration 24Q: 3 clusters Score -1372444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1372453.375000 Penalty: 3184.535645
	Iteration 25Q: 3 clusters Score -1372453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1372454.625000 Penalty: 3184.535645
	Iteration 26Q: 3 clusters Score -1372455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1372457.250000 Penalty: 3184.535645
	Iteration 27Q: 3 clusters Score -1372457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1372463.500000 Penalty: 3184.535645
	Iteration 28Q: 3 clusters Score -1372464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1372468.375000 Penalty: 3184.535645
	Iteration 29Q: 3 clusters Score -1372468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1372467.125000 Penalty: 3184.535645
	Iteration 30Q: 3 clusters Score -1372467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1372473.875000 Penalty: 3184.535645
	Iteration 31Q: 3 clusters Score -1372474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1372475.500000 Penalty: 3184.535645
	Iteration 32Q: 3 clusters Score -1372476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1372480.625000 Penalty: 3184.535645
	Iteration 33Q: 3 clusters Score -1372481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1372485.375000 Penalty: 3184.535645
	Iteration 34Q: 3 clusters Score -1372485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1372494.750000 Penalty: 3184.535645
	Iteration 35Q: 3 clusters Score -1372495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1372510.375000 Penalty: 3184.535645
	Iteration 36Q: 3 clusters Score -1372510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1372518.625000 Penalty: 3184.535645
	Iteration 37Q: 3 clusters Score -1372519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1372530.125000 Penalty: 3184.535645
	Iteration 38Q: 3 clusters Score -1372530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1372545.875000 Penalty: 3184.535645
	Iteration 39Q: 3 clusters Score -1372546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1372561.125000 Penalty: 3184.535645
	Iteration 40F: 3 clusters Score -1372561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1372574.750000 Penalty: 3184.535645
	Iteration 41Q: 3 clusters Score -1372575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1372583.875000 Penalty: 3184.535645
	Iteration 42Q: 3 clusters Score -1372584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1372611.625000 Penalty: 3184.535645
	Iteration 43Q: 3 clusters Score -1372612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1372641.875000 Penalty: 3184.535645
	Iteration 44Q: 3 clusters Score -1372642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1372680.750000 Penalty: 3184.535645
	Iteration 45Q: 3 clusters Score -1372681 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1372708.375000 Penalty: 3184.535645
	Iteration 46Q: 3 clusters Score -1372708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1372741.750000 Penalty: 3184.535645
	Iteration 47Q: 3 clusters Score -1372742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1372768.375000 Penalty: 3184.535645
	Iteration 48Q: 3 clusters Score -1372768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1372797.125000 Penalty: 3184.535645
	Iteration 49Q: 3 clusters Score -1372797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1372818.250000 Penalty: 3184.535645
	Iteration 50Q: 3 clusters Score -1372818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1372830.000000 Penalty: 3184.535645
	Iteration 51Q: 3 clusters Score -1372830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1372844.500000 Penalty: 3184.535645
	Iteration 52Q: 3 clusters Score -1372844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1372859.000000 Penalty: 3184.535645
	Iteration 53Q: 3 clusters Score -1372859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1372877.000000 Penalty: 3184.535645
	Iteration 54Q: 3 clusters Score -1372877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1372876.750000 Penalty: 3184.535645
	Iteration 55Q: 3 clusters Score -1372877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1372884.125000 Penalty: 3184.535645
	Iteration 56Q: 3 clusters Score -1372884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1372886.375000 Penalty: 3184.535645
	Iteration 57Q: 3 clusters Score -1372886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1372891.000000 Penalty: 3184.535645
	Iteration 58Q: 3 clusters Score -1372891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1372896.750000 Penalty: 3184.535645
	Iteration 59Q: 3 clusters Score -1372897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1372901.000000 Penalty: 3184.535645
	Iteration 60F: 3 clusters Score -1372901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1372909.625000 Penalty: 3184.535645
	Iteration 61Q: 3 clusters Score -1372910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1372917.750000 Penalty: 3184.535645
	Iteration 62Q: 3 clusters Score -1372918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1372924.875000 Penalty: 3184.535645
	Iteration 63Q: 3 clusters Score -1372925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1372937.375000 Penalty: 3184.535645
	Iteration 64Q: 3 clusters Score -1372937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1372939.500000 Penalty: 3184.535645
	Iteration 65Q: 3 clusters Score -1372940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1372946.375000 Penalty: 3184.535645
	Iteration 66Q: 3 clusters Score -1372946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1372954.625000 Penalty: 3184.535645
	Iteration 67Q: 3 clusters Score -1372955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1372965.375000 Penalty: 3184.535645
	Iteration 68Q: 3 clusters Score -1372965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1372971.000000 Penalty: 3184.535645
	Iteration 69Q: 3 clusters Score -1372971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1372976.250000 Penalty: 3184.535645
	Iteration 70Q: 3 clusters Score -1372976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1372981.625000 Penalty: 3184.535645
	Iteration 71Q: 3 clusters Score -1372982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1372986.500000 Penalty: 3184.535645
	Iteration 72Q: 3 clusters Score -1372986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1372992.125000 Penalty: 3184.535645
	Iteration 73Q: 3 clusters Score -1372992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1372993.125000 Penalty: 3184.535645
	Iteration 74Q: 3 clusters Score -1372993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1372996.625000 Penalty: 3184.535645
	Iteration 75Q: 3 clusters Score -1372997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1372996.625000 Penalty: 3184.535645
	Iteration 76Q: 3 clusters Score -1372997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1373000.125000 Penalty: 3184.535645
	Iteration 77Q: 3 clusters Score -1373000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1373001.000000 Penalty: 3184.535645
	Iteration 78Q: 3 clusters Score -1373001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1372998.750000 Penalty: 3184.535645
	Iteration 79Q: 3 clusters Score -1372999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1373000.750000 Penalty: 3184.535645
	Iteration 80F: 3 clusters Score -1373001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1373002.500000 Penalty: 3184.535645
	Iteration 81Q: 3 clusters Score -1373002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1373003.875000 Penalty: 3184.535645
	Iteration 82Q: 3 clusters Score -1373004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1373006.500000 Penalty: 3184.535645
	Iteration 83Q: 3 clusters Score -1373006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1373005.625000 Penalty: 3184.535645
	Iteration 84Q: 3 clusters Score -1373006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1373007.000000 Penalty: 3184.535645
	Iteration 85Q: 3 clusters Score -1373007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1373006.500000 Penalty: 3184.535645
	Iteration 86Q: 3 clusters Score -1373006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1373008.625000 Penalty: 3184.535645
	Iteration 87Q: 3 clusters Score -1373009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1373008.000000 Penalty: 3184.535645
	Iteration 88Q: 3 clusters Score -1373008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1373011.625000 Penalty: 3184.535645
	Iteration 89Q: 3 clusters Score -1373012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1373007.750000 Penalty: 3184.535645
	Iteration 90Q: 3 clusters Score -1373008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1373009.125000 Penalty: 3184.535645
	Iteration 91Q: 3 clusters Score -1373009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1373009.125000 Penalty: 3184.535645
	Iteration 92F: 3 clusters Score -1373009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -359317.750000 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -359317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -355767.906250 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -355767.9 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -356659.625000 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -356659.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -356884.875000 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -356884.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -357082.781250 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -357082.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -357247.187500 Penalty: 2718.010498
	Iteration 4F: 3 clusters Score -357247.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -357386.718750 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -357386.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -357514.406250 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -357514.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -357646.968750 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -357647 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -357753.843750 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -357753.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -357849.968750 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -357850 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -357968.187500 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -357968.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -358088.625000 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -358088.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -358196.500000 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -358196.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -358303.250000 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -358303.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -358396.500000 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -358396.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -358495.218750 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -358495.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358598.968750 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -358599 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -358675.750000 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -358675.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -358732.406250 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -358732.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -358776.718750 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -358776.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -358817.843750 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -358817.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -358856.718750 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -358856.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -358883.968750 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -358884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -358906.562500 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -358906.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -358924.281250 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -358924.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -358937.531250 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -358937.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -358945.281250 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -358945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -358950.593750 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -358950.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -358960.437500 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -358960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -358974.593750 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -358974.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -358997.968750 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -358998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -359032.531250 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -359032.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -359057.468750 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -359057.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -359074.156250 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -359074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -359079.500000 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -359079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359081.156250 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -359081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -359082.125000 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -359082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -359084.406250 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -359084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359085.250000 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -359085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -359086.468750 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -359086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -359086.468750 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -359086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173480 members 
Entering Unmasked Estep 
Score: -15791311.000000 Penalty: 1960.370361
	Iteration 0F: 2 clusters Score -1.579131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -15674757.000000 Penalty: 3920.740723
	Iteration 0F: 3 clusters Score -1.567476e+07 nChanged 83904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -15725148.000000 Penalty: 3920.740723
	Iteration 1F: 3 clusters Score -1.572515e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -15727341.000000 Penalty: 3920.740723
	Iteration 2Q: 3 clusters Score -1.572734e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -15731442.000000 Penalty: 3920.740723
	Iteration 3Q: 3 clusters Score -1.573144e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -15739312.000000 Penalty: 3920.740723
	Iteration 4F: 3 clusters Score -1.573931e+07 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136455 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -15752565.000000 Penalty: 3920.740723
	Iteration 5F: 3 clusters Score -1.575256e+07 nChanged 16779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -15769182.000000 Penalty: 3920.740723
	Iteration 6F: 3 clusters Score -1.576918e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -15782217.000000 Penalty: 3920.740723
	Iteration 7F: 3 clusters Score -1.578222e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15787708.000000 Penalty: 3920.740723
	Iteration 8Q: 3 clusters Score -1.578771e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15789075.000000 Penalty: 3920.740723
	Iteration 9Q: 3 clusters Score -1.578908e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15789362.000000 Penalty: 3920.740723
	Iteration 10Q: 3 clusters Score -1.578936e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15789460.000000 Penalty: 3920.740723
	Iteration 11Q: 3 clusters Score -1.578946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15789506.000000 Penalty: 3920.740723
	Iteration 12Q: 3 clusters Score -1.578951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15789524.000000 Penalty: 3920.740723
	Iteration 13Q: 3 clusters Score -1.578952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15789533.000000 Penalty: 3920.740723
	Iteration 14Q: 3 clusters Score -1.578953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15789535.000000 Penalty: 3920.740723
	Iteration 15Q: 3 clusters Score -1.578954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173387 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15789541.000000 Penalty: 3920.740723
	Iteration 16Q: 3 clusters Score -1.578954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15789542.000000 Penalty: 3920.740723
	Iteration 17Q: 3 clusters Score -1.578954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15789542.000000 Penalty: 3920.740723
	Iteration 18F: 3 clusters Score -1.578954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Entering Unmasked Estep 
Score: -1602905.250000 Penalty: 1597.042725
	Iteration 0F: 2 clusters Score -1602905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1590152.375000 Penalty: 3194.085449
	Iteration 0F: 3 clusters Score -1590152 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1594688.125000 Penalty: 3194.085449
	Iteration 1F: 3 clusters Score -1594688 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1595001.375000 Penalty: 3194.085449
	Iteration 2Q: 3 clusters Score -1595001 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1595270.625000 Penalty: 3194.085449
	Iteration 3Q: 3 clusters Score -1595271 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1595465.625000 Penalty: 3194.085449
	Iteration 4Q: 3 clusters Score -1595466 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1595640.125000 Penalty: 3194.085449
	Iteration 5Q: 3 clusters Score -1595640 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1595785.250000 Penalty: 3194.085449
	Iteration 6Q: 3 clusters Score -1595785 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1595954.375000 Penalty: 3194.085449
	Iteration 7Q: 3 clusters Score -1595954 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1596153.875000 Penalty: 3194.085449
	Iteration 8Q: 3 clusters Score -1596154 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1596405.125000 Penalty: 3194.085449
	Iteration 9Q: 3 clusters Score -1596405 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1596745.250000 Penalty: 3194.085449
	Iteration 10Q: 3 clusters Score -1596745 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1597121.250000 Penalty: 3194.085449
	Iteration 11Q: 3 clusters Score -1597121 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1597608.250000 Penalty: 3194.085449
	Iteration 12Q: 3 clusters Score -1597608 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1598123.000000 Penalty: 3194.085449
	Iteration 13F: 3 clusters Score -1598123 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1598587.125000 Penalty: 3194.085449
	Iteration 14Q: 3 clusters Score -1598587 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1598995.875000 Penalty: 3194.085449
	Iteration 15Q: 3 clusters Score -1598996 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1599352.250000 Penalty: 3194.085449
	Iteration 16Q: 3 clusters Score -1599352 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1599708.500000 Penalty: 3194.085449
	Iteration 17Q: 3 clusters Score -1599708 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1600039.125000 Penalty: 3194.085449
	Iteration 18Q: 3 clusters Score -1600039 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1600356.750000 Penalty: 3194.085449
	Iteration 19Q: 3 clusters Score -1600357 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1600643.500000 Penalty: 3194.085449
	Iteration 20F: 3 clusters Score -1600644 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1600856.875000 Penalty: 3194.085449
	Iteration 21Q: 3 clusters Score -1600857 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1601015.375000 Penalty: 3194.085449
	Iteration 22Q: 3 clusters Score -1601015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1601153.125000 Penalty: 3194.085449
	Iteration 23Q: 3 clusters Score -1601153 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1601241.625000 Penalty: 3194.085449
	Iteration 24Q: 3 clusters Score -1601242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1601305.625000 Penalty: 3194.085449
	Iteration 25Q: 3 clusters Score -1601306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1601352.375000 Penalty: 3194.085449
	Iteration 26Q: 3 clusters Score -1601352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1601381.875000 Penalty: 3194.085449
	Iteration 27Q: 3 clusters Score -1601382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1601408.875000 Penalty: 3194.085449
	Iteration 28Q: 3 clusters Score -1601409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1601431.875000 Penalty: 3194.085449
	Iteration 29Q: 3 clusters Score -1601432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1601444.000000 Penalty: 3194.085449
	Iteration 30Q: 3 clusters Score -1601444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1601465.750000 Penalty: 3194.085449
	Iteration 31Q: 3 clusters Score -1601466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1601475.875000 Penalty: 3194.085449
	Iteration 32Q: 3 clusters Score -1601476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1601489.625000 Penalty: 3194.085449
	Iteration 33Q: 3 clusters Score -1601490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1601496.750000 Penalty: 3194.085449
	Iteration 34Q: 3 clusters Score -1601497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1601503.000000 Penalty: 3194.085449
	Iteration 35Q: 3 clusters Score -1601503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1601511.875000 Penalty: 3194.085449
	Iteration 36Q: 3 clusters Score -1601512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1601518.875000 Penalty: 3194.085449
	Iteration 37Q: 3 clusters Score -1601519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1601519.875000 Penalty: 3194.085449
	Iteration 38Q: 3 clusters Score -1601520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1601523.375000 Penalty: 3194.085449
	Iteration 39Q: 3 clusters Score -1601523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1601523.375000 Penalty: 3194.085449
	Iteration 40F: 3 clusters Score -1601523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Entering Unmasked Estep 
Score: -2409437.750000 Penalty: 1664.965576
	Iteration 0F: 2 clusters Score -2409438 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 14185 members 
Entering Unmasked Estep 
Score: -2390558.250000 Penalty: 3329.931152
	Iteration 0F: 3 clusters Score -2390558 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2397508.250000 Penalty: 3329.931152
	Iteration 1F: 3 clusters Score -2397508 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2398053.750000 Penalty: 3329.931152
	Iteration 2Q: 3 clusters Score -2398054 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2398801.250000 Penalty: 3329.931152
	Iteration 3F: 3 clusters Score -2398801 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2399920.500000 Penalty: 3329.931152
	Iteration 4F: 3 clusters Score -2399920 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2401429.250000 Penalty: 3329.931152
	Iteration 5F: 3 clusters Score -2401429 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2403119.500000 Penalty: 3329.931152
	Iteration 6F: 3 clusters Score -2403120 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2404698.250000 Penalty: 3329.931152
	Iteration 7F: 3 clusters Score -2404698 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2406016.000000 Penalty: 3329.931152
	Iteration 8F: 3 clusters Score -2406016 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2406923.250000 Penalty: 3329.931152
	Iteration 9Q: 3 clusters Score -2406923 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2407431.500000 Penalty: 3329.931152
	Iteration 10Q: 3 clusters Score -2407432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2407689.500000 Penalty: 3329.931152
	Iteration 11Q: 3 clusters Score -2407690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2407798.500000 Penalty: 3329.931152
	Iteration 12Q: 3 clusters Score -2407798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2407871.500000 Penalty: 3329.931152
	Iteration 13Q: 3 clusters Score -2407872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2407915.000000 Penalty: 3329.931152
	Iteration 14Q: 3 clusters Score -2407915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2407956.250000 Penalty: 3329.931152
	Iteration 15Q: 3 clusters Score -2407956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -2407983.500000 Penalty: 3329.931152
	Iteration 16Q: 3 clusters Score -2407984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2408005.000000 Penalty: 3329.931152
	Iteration 17Q: 3 clusters Score -2408005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2408017.500000 Penalty: 3329.931152
	Iteration 18Q: 3 clusters Score -2408018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -2408026.250000 Penalty: 3329.931152
	Iteration 19Q: 3 clusters Score -2408026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2408031.500000 Penalty: 3329.931152
	Iteration 20F: 3 clusters Score -2408032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2408034.250000 Penalty: 3329.931152
	Iteration 21Q: 3 clusters Score -2408034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2408036.750000 Penalty: 3329.931152
	Iteration 22Q: 3 clusters Score -2408037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2408036.750000 Penalty: 3329.931152
	Iteration 23F: 3 clusters Score -2408037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -416639.750000 Penalty: 1380.096436
	Iteration 0F: 2 clusters Score -416639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -412684.156250 Penalty: 2760.192871
	Iteration 0F: 3 clusters Score -412684.2 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -413755.281250 Penalty: 2760.192871
	Iteration 1F: 3 clusters Score -413755.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -413967.031250 Penalty: 2760.192871
	Iteration 2F: 3 clusters Score -413967 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -414111.531250 Penalty: 2760.192871
	Iteration 3F: 3 clusters Score -414111.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -414210.687500 Penalty: 2760.192871
	Iteration 4Q: 3 clusters Score -414210.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -414282.593750 Penalty: 2760.192871
	Iteration 5Q: 3 clusters Score -414282.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -414341.812500 Penalty: 2760.192871
	Iteration 6Q: 3 clusters Score -414341.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -414403.218750 Penalty: 2760.192871
	Iteration 7Q: 3 clusters Score -414403.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -414458.062500 Penalty: 2760.192871
	Iteration 8Q: 3 clusters Score -414458.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -414522.093750 Penalty: 2760.192871
	Iteration 9Q: 3 clusters Score -414522.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -414577.125000 Penalty: 2760.192871
	Iteration 10Q: 3 clusters Score -414577.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -414629.781250 Penalty: 2760.192871
	Iteration 11Q: 3 clusters Score -414629.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -414679.406250 Penalty: 2760.192871
	Iteration 12Q: 3 clusters Score -414679.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -414738.375000 Penalty: 2760.192871
	Iteration 13Q: 3 clusters Score -414738.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -414807.906250 Penalty: 2760.192871
	Iteration 14Q: 3 clusters Score -414807.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -414871.593750 Penalty: 2760.192871
	Iteration 15Q: 3 clusters Score -414871.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -414929.281250 Penalty: 2760.192871
	Iteration 16Q: 3 clusters Score -414929.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -414974.500000 Penalty: 2760.192871
	Iteration 17Q: 3 clusters Score -414974.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -415016.187500 Penalty: 2760.192871
	Iteration 18Q: 3 clusters Score -415016.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -415046.281250 Penalty: 2760.192871
	Iteration 19Q: 3 clusters Score -415046.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -415070.468750 Penalty: 2760.192871
	Iteration 20F: 3 clusters Score -415070.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -415085.375000 Penalty: 2760.192871
	Iteration 21Q: 3 clusters Score -415085.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -415101.750000 Penalty: 2760.192871
	Iteration 22Q: 3 clusters Score -415101.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -415119.687500 Penalty: 2760.192871
	Iteration 23Q: 3 clusters Score -415119.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -415131.250000 Penalty: 2760.192871
	Iteration 24Q: 3 clusters Score -415131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -415140.687500 Penalty: 2760.192871
	Iteration 25Q: 3 clusters Score -415140.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -415146.687500 Penalty: 2760.192871
	Iteration 26Q: 3 clusters Score -415146.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -415154.375000 Penalty: 2760.192871
	Iteration 27Q: 3 clusters Score -415154.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -415159.906250 Penalty: 2760.192871
	Iteration 28Q: 3 clusters Score -415159.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -415168.125000 Penalty: 2760.192871
	Iteration 29Q: 3 clusters Score -415168.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -415175.625000 Penalty: 2760.192871
	Iteration 30Q: 3 clusters Score -415175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -415180.812500 Penalty: 2760.192871
	Iteration 31Q: 3 clusters Score -415180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -415188.562500 Penalty: 2760.192871
	Iteration 32Q: 3 clusters Score -415188.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -415197.187500 Penalty: 2760.192871
	Iteration 33Q: 3 clusters Score -415197.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -415205.437500 Penalty: 2760.192871
	Iteration 34Q: 3 clusters Score -415205.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -415211.343750 Penalty: 2760.192871
	Iteration 35Q: 3 clusters Score -415211.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -415216.531250 Penalty: 2760.192871
	Iteration 36Q: 3 clusters Score -415216.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -415221.031250 Penalty: 2760.192871
	Iteration 37Q: 3 clusters Score -415221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -415224.500000 Penalty: 2760.192871
	Iteration 38Q: 3 clusters Score -415224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -415225.843750 Penalty: 2760.192871
	Iteration 39Q: 3 clusters Score -415225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -415227.843750 Penalty: 2760.192871
	Iteration 40F: 3 clusters Score -415227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -415230.937500 Penalty: 2760.192871
	Iteration 41Q: 3 clusters Score -415230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -415232.187500 Penalty: 2760.192871
	Iteration 42Q: 3 clusters Score -415232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -415237.156250 Penalty: 2760.192871
	Iteration 43Q: 3 clusters Score -415237.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -415243.812500 Penalty: 2760.192871
	Iteration 44Q: 3 clusters Score -415243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -415247.281250 Penalty: 2760.192871
	Iteration 45Q: 3 clusters Score -415247.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -415251.062500 Penalty: 2760.192871
	Iteration 46Q: 3 clusters Score -415251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -415255.031250 Penalty: 2760.192871
	Iteration 47Q: 3 clusters Score -415255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -415259.812500 Penalty: 2760.192871
	Iteration 48Q: 3 clusters Score -415259.8 nChanged 13
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: -415261.218750 Penalty: 2760.192871
	Iteration 49Q: 3 clusters Score -415261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -415262.875000 Penalty: 2760.192871
	Iteration 50Q: 3 clusters Score -415262.9 nChanged 7
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: -415265.218750 Penalty: 2760.192871
	Iteration 51Q: 3 clusters Score -415265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -415265.968750 Penalty: 2760.192871
	Iteration 52Q: 3 clusters Score -415266 nChanged 9
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: -415269.593750 Penalty: 2760.192871
	Iteration 53Q: 3 clusters Score -415269.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -415275.375000 Penalty: 2760.192871
	Iteration 54Q: 3 clusters Score -415275.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -415279.312500 Penalty: 2760.192871
	Iteration 55Q: 3 clusters Score -415279.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -415288.437500 Penalty: 2760.192871
	Iteration 56Q: 3 clusters Score -415288.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -415308.531250 Penalty: 2760.192871
	Iteration 57Q: 3 clusters Score -415308.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -415333.156250 Penalty: 2760.192871
	Iteration 58Q: 3 clusters Score -415333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -415366.343750 Penalty: 2760.192871
	Iteration 59Q: 3 clusters Score -415366.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -415389.156250 Penalty: 2760.192871
	Iteration 60F: 3 clusters Score -415389.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -415411.218750 Penalty: 2760.192871
	Iteration 61Q: 3 clusters Score -415411.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -415437.437500 Penalty: 2760.192871
	Iteration 62Q: 3 clusters Score -415437.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -415460.218750 Penalty: 2760.192871
	Iteration 63Q: 3 clusters Score -415460.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -415478.343750 Penalty: 2760.192871
	Iteration 64Q: 3 clusters Score -415478.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -415499.312500 Penalty: 2760.192871
	Iteration 65Q: 3 clusters Score -415499.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -415516.093750 Penalty: 2760.192871
	Iteration 66Q: 3 clusters Score -415516.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -415527.187500 Penalty: 2760.192871
	Iteration 67Q: 3 clusters Score -415527.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -415536.062500 Penalty: 2760.192871
	Iteration 68Q: 3 clusters Score -415536.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -415544.531250 Penalty: 2760.192871
	Iteration 69Q: 3 clusters Score -415544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -415546.968750 Penalty: 2760.192871
	Iteration 70Q: 3 clusters Score -415547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -415548.937500 Penalty: 2760.192871
	Iteration 71Q: 3 clusters Score -415548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -415549.718750 Penalty: 2760.192871
	Iteration 72Q: 3 clusters Score -415549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -415550.031250 Penalty: 2760.192871
	Iteration 73Q: 3 clusters Score -415550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -415550.781250 Penalty: 2760.192871
	Iteration 74Q: 3 clusters Score -415550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -415551.562500 Penalty: 2760.192871
	Iteration 75Q: 3 clusters Score -415551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -415552.062500 Penalty: 2760.192871
	Iteration 76Q: 3 clusters Score -415552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -415551.468750 Penalty: 2760.192871
	Iteration 77Q: 3 clusters Score -415551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -415552.406250 Penalty: 2760.192871
	Iteration 78Q: 3 clusters Score -415552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -415553.687500 Penalty: 2760.192871
	Iteration 79Q: 3 clusters Score -415553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -415555.343750 Penalty: 2760.192871
	Iteration 80F: 3 clusters Score -415555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -415557.093750 Penalty: 2760.192871
	Iteration 81Q: 3 clusters Score -415557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415556.937500 Penalty: 2760.192871
	Iteration 82Q: 3 clusters Score -415556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415557.031250 Penalty: 2760.192871
	Iteration 83Q: 3 clusters Score -415557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415557.031250 Penalty: 2760.192871
	Iteration 84F: 3 clusters Score -415557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -82125.507812 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -82125.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80675.578125 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -80675.58 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80988.375000 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -80988.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -81100.070312 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -81100.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -81157.429688 Penalty: 2265.792236
	Iteration 3Q: 3 clusters Score -81157.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -81220.187500 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -81220.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81272.468750 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -81272.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -81322.585938 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -81322.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -81349.914062 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -81349.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -81377.085938 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -81377.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81401.085938 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -81401.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81417.773438 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -81417.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81424.070312 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -81424.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -81431.187500 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -81431.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -81436.226562 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -81436.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -81445.984375 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -81445.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81452.484375 Penalty: 2265.792236
	Iteration 15Q: 3 clusters Score -81452.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81453.718750 Penalty: 2265.792236
	Iteration 16Q: 3 clusters Score -81453.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -81454.023438 Penalty: 2265.792236
	Iteration 17Q: 3 clusters Score -81454.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -81454.023438 Penalty: 2265.792236
	Iteration 18F: 3 clusters Score -81454.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -268229.781250 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -268229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -265168.781250 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -265168.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266073.406250 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -266073.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -266455.500000 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -266455.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266801.218750 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -266801.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267129.156250 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -267129.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -267430.531250 Penalty: 2652.446777
	Iteration 5F: 3 clusters Score -267430.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -267637.281250 Penalty: 2652.446777
	Iteration 6F: 3 clusters Score -267637.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -267776.125000 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -267776.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -267876.250000 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -267876.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -267951.593750 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -267951.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -268007.593750 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -268007.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -268062.687500 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -268062.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -268107.437500 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -268107.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -268147.468750 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -268147.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -268180.281250 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -268180.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -268196.781250 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -268196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -268206.562500 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -268206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -268212.437500 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -268212.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -268217.031250 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -268217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -268224.062500 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -268224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -268231.281250 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -268231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -268233.000000 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -268233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -268236.781250 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -268236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -268238.281250 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -268238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -268241.437500 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -268241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -268245.750000 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -268245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -268250.562500 Penalty: 2652.446777
	Iteration 26Q: 3 clusters Score -268250.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -268255.343750 Penalty: 2652.446777
	Iteration 27Q: 3 clusters Score -268255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -268260.250000 Penalty: 2652.446777
	Iteration 28Q: 3 clusters Score -268260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -268267.406250 Penalty: 2652.446777
	Iteration 29Q: 3 clusters Score -268267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -268273.187500 Penalty: 2652.446777
	Iteration 30Q: 3 clusters Score -268273.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -268277.281250 Penalty: 2652.446777
	Iteration 31Q: 3 clusters Score -268277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -268283.781250 Penalty: 2652.446777
	Iteration 32Q: 3 clusters Score -268283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -268288.093750 Penalty: 2652.446777
	Iteration 33Q: 3 clusters Score -268288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268290.000000 Penalty: 2652.446777
	Iteration 34Q: 3 clusters Score -268290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -268293.937500 Penalty: 2652.446777
	Iteration 35Q: 3 clusters Score -268293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -268299.718750 Penalty: 2652.446777
	Iteration 36Q: 3 clusters Score -268299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -268306.125000 Penalty: 2652.446777
	Iteration 37Q: 3 clusters Score -268306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -268314.156250 Penalty: 2652.446777
	Iteration 38Q: 3 clusters Score -268314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -268325.031250 Penalty: 2652.446777
	Iteration 39Q: 3 clusters Score -268325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -268351.093750 Penalty: 2652.446777
	Iteration 40F: 3 clusters Score -268351.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -268400.875000 Penalty: 2652.446777
	Iteration 41Q: 3 clusters Score -268400.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -268460.125000 Penalty: 2652.446777
	Iteration 42Q: 3 clusters Score -268460.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -268480.718750 Penalty: 2652.446777
	Iteration 43Q: 3 clusters Score -268480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -268482.843750 Penalty: 2652.446777
	Iteration 44Q: 3 clusters Score -268482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -268483.781250 Penalty: 2652.446777
	Iteration 45Q: 3 clusters Score -268483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -268484.718750 Penalty: 2652.446777
	Iteration 46Q: 3 clusters Score -268484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -268485.406250 Penalty: 2652.446777
	Iteration 47Q: 3 clusters Score -268485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -268486.593750 Penalty: 2652.446777
	Iteration 48Q: 3 clusters Score -268486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -268486.593750 Penalty: 2652.446777
	Iteration 49F: 3 clusters Score -268486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80632 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97148 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 2438 members 
Entering Unmasked Estep 
Score: -76315096.000000 Penalty: 66812.335938
Splitting cluster 27 changes total score from -76315800.000000 to -76315096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -309299.906250 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -309299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -306162.656250 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -306162.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306907.000000 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -306907 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -307059.531250 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -307059.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -307173.187500 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -307173.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -307288.093750 Penalty: 2671.193604
	Iteration 4Q: 3 clusters Score -307288.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307407.781250 Penalty: 2671.193604
	Iteration 5Q: 3 clusters Score -307407.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -307495.656250 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -307495.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -307573.875000 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -307573.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -307639.906250 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -307639.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -307710.562500 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -307710.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -307766.875000 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -307766.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -307821.718750 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -307821.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -307872.937500 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -307872.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -307932.968750 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -307933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -307996.812500 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -307996.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -308042.625000 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -308042.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -308092.968750 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -308093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -308148.031250 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -308148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -308205.687500 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -308205.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -308269.187500 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -308269.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -308346.000000 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -308346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -308409.812500 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -308409.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -308488.062500 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -308488.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -308579.250000 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -308579.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -308666.968750 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -308667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -308758.187500 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -308758.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -308818.812500 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -308818.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -308859.125000 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -308859.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -308876.968750 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -308877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -308885.250000 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -308885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -308889.656250 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -308889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -308892.625000 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -308892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -308892.906250 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -308892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -308892.906250 Penalty: 2671.193604
	Iteration 33F: 3 clusters Score -308892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -170412.312500 Penalty: 1238.762451
	Iteration 0F: 2 clusters Score -170412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -168311.546875 Penalty: 2477.524902
	Iteration 0F: 3 clusters Score -168311.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -168833.796875 Penalty: 2477.524902
	Iteration 1F: 3 clusters Score -168833.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169013.781250 Penalty: 2477.524902
	Iteration 2F: 3 clusters Score -169013.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -169172.500000 Penalty: 2477.524902
	Iteration 3F: 3 clusters Score -169172.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169302.484375 Penalty: 2477.524902
	Iteration 4F: 3 clusters Score -169302.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -169424.781250 Penalty: 2477.524902
	Iteration 5F: 3 clusters Score -169424.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -169526.093750 Penalty: 2477.524902
	Iteration 6Q: 3 clusters Score -169526.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -169605.140625 Penalty: 2477.524902
	Iteration 7Q: 3 clusters Score -169605.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -169665.390625 Penalty: 2477.524902
	Iteration 8Q: 3 clusters Score -169665.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -169706.421875 Penalty: 2477.524902
	Iteration 9Q: 3 clusters Score -169706.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -169726.515625 Penalty: 2477.524902
	Iteration 10Q: 3 clusters Score -169726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -169736.140625 Penalty: 2477.524902
	Iteration 11Q: 3 clusters Score -169736.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169743.578125 Penalty: 2477.524902
	Iteration 12Q: 3 clusters Score -169743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -169750.796875 Penalty: 2477.524902
	Iteration 13Q: 3 clusters Score -169750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -169755.156250 Penalty: 2477.524902
	Iteration 14Q: 3 clusters Score -169755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -169757.640625 Penalty: 2477.524902
	Iteration 15Q: 3 clusters Score -169757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -169758.062500 Penalty: 2477.524902
	Iteration 16Q: 3 clusters Score -169758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -169758.062500 Penalty: 2477.524902
	Iteration 17F: 3 clusters Score -169758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80632 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97148 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315784.000000 Penalty: 64585.257812
Iteration 119Q: 30 clusters Score -7.631578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80629 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97147 members 
Mstep: Class 11 contains 84770 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140360 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315776.000000 Penalty: 64585.257812
Iteration 120F: 30 clusters Score -7.631578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80628 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97148 members 
Mstep: Class 11 contains 84770 members 
Mstep: Class 12 contains 52213 members 
Mstep: Class 13 contains 47824 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140364 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173478 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315760.000000 Penalty: 64585.257812
Iteration 121Q: 30 clusters Score -7.631576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 80626 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97146 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52211 members 
Mstep: Class 13 contains 47824 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140369 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 122Q: 30 clusters Score -7.631575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80626 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97145 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52210 members 
Mstep: Class 13 contains 47823 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140371 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 123Q: 30 clusters Score -7.631573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80625 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97144 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52210 members 
Mstep: Class 13 contains 47822 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140377 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 124Q: 30 clusters Score -7.63157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80624 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 97142 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52208 members 
Mstep: Class 13 contains 47820 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140384 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315672.000000 Penalty: 64585.257812
Iteration 125Q: 30 clusters Score -7.631567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80622 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97140 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52206 members 
Mstep: Class 13 contains 47818 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140394 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315688.000000 Penalty: 64585.257812
Iteration 126Q: 30 clusters Score -7.631569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80622 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97138 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52206 members 
Mstep: Class 13 contains 47817 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140397 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 127Q: 30 clusters Score -7.63157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80622 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97136 members 
Mstep: Class 11 contains 84774 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 47815 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140400 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 128Q: 30 clusters Score -7.63157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80623 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97132 members 
Mstep: Class 11 contains 84774 members 
Mstep: Class 12 contains 52204 members 
Mstep: Class 13 contains 47814 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140404 members 
Mstep: Class 17 contains 23596 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 129Q: 30 clusters Score -7.631573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80621 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97131 members 
Mstep: Class 11 contains 84774 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 47811 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140408 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 130Q: 30 clusters Score -7.631573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80621 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84774 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 47809 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140412 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173480 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 131Q: 30 clusters Score -7.631573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140417 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 132Q: 30 clusters Score -7.631573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52201 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140422 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173479 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 133Q: 30 clusters Score -7.631573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6086 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52201 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140424 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173478 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 134Q: 30 clusters Score -7.631571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6085 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52200 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140429 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 135Q: 30 clusters Score -7.63157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6085 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52198 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140431 members 
Mstep: Class 17 contains 23597 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 136Q: 30 clusters Score -7.631573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52196 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140434 members 
Mstep: Class 17 contains 23598 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18008 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 137Q: 30 clusters Score -7.63157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80621 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84769 members 
Mstep: Class 12 contains 52194 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140439 members 
Mstep: Class 17 contains 23601 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18007 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 138Q: 30 clusters Score -7.631575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80621 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84767 members 
Mstep: Class 12 contains 52193 members 
Mstep: Class 13 contains 47807 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 140441 members 
Mstep: Class 17 contains 23607 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18005 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18545 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 139Q: 30 clusters Score -7.631571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80620 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84768 members 
Mstep: Class 12 contains 52192 members 
Mstep: Class 13 contains 47805 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 140445 members 
Mstep: Class 17 contains 23610 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18004 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315784.000000 Penalty: 64585.257812
Iteration 140F: 30 clusters Score -7.631578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80619 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84768 members 
Mstep: Class 12 contains 52193 members 
Mstep: Class 13 contains 47803 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140447 members 
Mstep: Class 17 contains 23614 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 18001 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315776.000000 Penalty: 64585.257812
Iteration 141Q: 30 clusters Score -7.631578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80616 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84769 members 
Mstep: Class 12 contains 52194 members 
Mstep: Class 13 contains 47800 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140451 members 
Mstep: Class 17 contains 23618 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17997 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315736.000000 Penalty: 64585.257812
Iteration 142Q: 30 clusters Score -7.631574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84770 members 
Mstep: Class 12 contains 52194 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140454 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17995 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315744.000000 Penalty: 64585.257812
Iteration 143Q: 30 clusters Score -7.631574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52195 members 
Mstep: Class 13 contains 47794 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140458 members 
Mstep: Class 17 contains 23625 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17994 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3503 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315720.000000 Penalty: 64585.257812
Iteration 144Q: 30 clusters Score -7.631572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80607 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6080 members 
Mstep: Class 10 contains 97130 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52197 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 140461 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17992 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315728.000000 Penalty: 64585.257812
Iteration 145Q: 30 clusters Score -7.631573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6078 members 
Mstep: Class 10 contains 97129 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52198 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140464 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17991 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315744.000000 Penalty: 64585.257812
Iteration 146Q: 30 clusters Score -7.631574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97128 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52198 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140469 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17988 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 147Q: 30 clusters Score -7.631571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97126 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52200 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140473 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17986 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 148Q: 30 clusters Score -7.63157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97123 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52200 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140479 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17984 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315696.000000 Penalty: 64585.257812
Iteration 149Q: 30 clusters Score -7.63157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97121 members 
Mstep: Class 11 contains 84771 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140479 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315696.000000 Penalty: 64585.257812
Iteration 150Q: 30 clusters Score -7.63157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140482 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 151Q: 30 clusters Score -7.631571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6449 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140483 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315736.000000 Penalty: 64585.257812
Iteration 152Q: 30 clusters Score -7.631574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140483 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315752.000000 Penalty: 64585.257812
Iteration 153Q: 30 clusters Score -7.631575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6447 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315736.000000 Penalty: 64585.257812
Iteration 154Q: 30 clusters Score -7.631574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84772 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 64585.257812
Iteration 155Q: 30 clusters Score -7.63157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 156Q: 30 clusters Score -7.631571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315712.000000 Penalty: 64585.257812
Iteration 157F: 30 clusters Score -7.631571e+07 nChanged 0
Entering ConstructFrom: 
Score: -76315712.000000 Penalty: 64585.257812
Entering ConstructFrom: 
Trying to split cluster 1 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -88822.226562 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -88822.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87294.875000 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -87294.88 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87649.976562 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -87649.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -87878.898438 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -87878.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88105.382812 Penalty: 2287.319580
	Iteration 3F: 3 clusters Score -88105.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -88266.875000 Penalty: 2287.319580
	Iteration 4F: 3 clusters Score -88266.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -88381.437500 Penalty: 2287.319580
	Iteration 5F: 3 clusters Score -88381.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -88482.257812 Penalty: 2287.319580
	Iteration 6F: 3 clusters Score -88482.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -88551.257812 Penalty: 2287.319580
	Iteration 7Q: 3 clusters Score -88551.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -88619.273438 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -88619.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -88672.671875 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -88672.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -88716.726562 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -88716.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -88734.617188 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -88734.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -88754.617188 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -88754.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -88764.656250 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -88764.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -88772.710938 Penalty: 2287.319580
	Iteration 14Q: 3 clusters Score -88772.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -88777.210938 Penalty: 2287.319580
	Iteration 15Q: 3 clusters Score -88777.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -88799.351562 Penalty: 2287.319580
	Iteration 16Q: 3 clusters Score -88799.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -88824.796875 Penalty: 2287.319580
	Iteration 17Q: 3 clusters Score -88824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -88835.703125 Penalty: 2287.319580
	Iteration 18Q: 3 clusters Score -88835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -88839.515625 Penalty: 2287.319580
	Iteration 19Q: 3 clusters Score -88839.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -88846.906250 Penalty: 2287.319580
	Iteration 20F: 3 clusters Score -88846.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 938 members 
Entering Unmasked Estep 
Score: -76314840.000000 Penalty: 66812.335938
Splitting cluster 1 changes total score from -76315712.000000 to -76314840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -95606.859375 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -95606.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94078.148438 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -94078.15 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94407.148438 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -94407.15 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94559.523438 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -94559.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -94673.726562 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -94673.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94781.601562 Penalty: 2295.212158
	Iteration 4F: 3 clusters Score -94781.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -94861.875000 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -94861.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94930.914062 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -94930.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95041.125000 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -95041.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -95111.757812 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -95111.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -95141.585938 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -95141.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95159.070312 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -95159.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95168.562500 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -95168.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -95180.406250 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -95180.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -95183.984375 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -95183.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -95187.617188 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -95187.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -95195.070312 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -95195.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95206.679688 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -95206.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95222.265625 Penalty: 2295.212158
	Iteration 17Q: 3 clusters Score -95222.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -95240.156250 Penalty: 2295.212158
	Iteration 18Q: 3 clusters Score -95240.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95255.406250 Penalty: 2295.212158
	Iteration 19Q: 3 clusters Score -95255.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -95265.812500 Penalty: 2295.212158
	Iteration 20F: 3 clusters Score -95265.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -95272.835938 Penalty: 2295.212158
	Iteration 21Q: 3 clusters Score -95272.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95282.726562 Penalty: 2295.212158
	Iteration 22Q: 3 clusters Score -95282.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -95289.382812 Penalty: 2295.212158
	Iteration 23Q: 3 clusters Score -95289.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -95312.453125 Penalty: 2295.212158
	Iteration 24Q: 3 clusters Score -95312.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95373.687500 Penalty: 2295.212158
	Iteration 25Q: 3 clusters Score -95373.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -95449.593750 Penalty: 2295.212158
	Iteration 26Q: 3 clusters Score -95449.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -95513.257812 Penalty: 2295.212158
	Iteration 27Q: 3 clusters Score -95513.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95524.265625 Penalty: 2295.212158
	Iteration 28Q: 3 clusters Score -95524.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95524.265625 Penalty: 2295.212158
	Iteration 29F: 3 clusters Score -95524.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -860913.937500 Penalty: 1496.420166
	Iteration 0F: 2 clusters Score -860913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -853755.250000 Penalty: 2992.840332
	Iteration 0F: 3 clusters Score -853755.2 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -855952.062500 Penalty: 2992.840332
	Iteration 1F: 3 clusters Score -855952.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -856461.625000 Penalty: 2992.840332
	Iteration 2F: 3 clusters Score -856461.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -857474.000000 Penalty: 2992.840332
	Iteration 3F: 3 clusters Score -857474 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -858902.500000 Penalty: 2992.840332
	Iteration 4F: 3 clusters Score -858902.5 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -860169.687500 Penalty: 2992.840332
	Iteration 5F: 3 clusters Score -860169.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -860849.125000 Penalty: 2992.840332
	Iteration 6F: 3 clusters Score -860849.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -861099.625000 Penalty: 2992.840332
	Iteration 7Q: 3 clusters Score -861099.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -861179.937500 Penalty: 2992.840332
	Iteration 8Q: 3 clusters Score -861179.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -861210.875000 Penalty: 2992.840332
	Iteration 9Q: 3 clusters Score -861210.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -861233.375000 Penalty: 2992.840332
	Iteration 10Q: 3 clusters Score -861233.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -861246.250000 Penalty: 2992.840332
	Iteration 11Q: 3 clusters Score -861246.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -861256.625000 Penalty: 2992.840332
	Iteration 12Q: 3 clusters Score -861256.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -861260.750000 Penalty: 2992.840332
	Iteration 13Q: 3 clusters Score -861260.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -861270.062500 Penalty: 2992.840332
	Iteration 14Q: 3 clusters Score -861270.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -861278.562500 Penalty: 2992.840332
	Iteration 15Q: 3 clusters Score -861278.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -861289.812500 Penalty: 2992.840332
	Iteration 16Q: 3 clusters Score -861289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -861290.312500 Penalty: 2992.840332
	Iteration 17Q: 3 clusters Score -861290.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -861293.000000 Penalty: 2992.840332
	Iteration 18Q: 3 clusters Score -861293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -861293.250000 Penalty: 2992.840332
	Iteration 19Q: 3 clusters Score -861293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -861297.125000 Penalty: 2992.840332
	Iteration 20F: 3 clusters Score -861297.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -861299.375000 Penalty: 2992.840332
	Iteration 21Q: 3 clusters Score -861299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -861300.562500 Penalty: 2992.840332
	Iteration 22Q: 3 clusters Score -861300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -861300.875000 Penalty: 2992.840332
	Iteration 23Q: 3 clusters Score -861300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -861300.687500 Penalty: 2992.840332
	Iteration 24Q: 3 clusters Score -861300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -861300.500000 Penalty: 2992.840332
	Iteration 25Q: 3 clusters Score -861300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -861301.687500 Penalty: 2992.840332
	Iteration 26Q: 3 clusters Score -861301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -861302.187500 Penalty: 2992.840332
	Iteration 27Q: 3 clusters Score -861302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -861301.562500 Penalty: 2992.840332
	Iteration 28Q: 3 clusters Score -861301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -861300.875000 Penalty: 2992.840332
	Iteration 29Q: 3 clusters Score -861300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -861301.875000 Penalty: 2992.840332
	Iteration 30Q: 3 clusters Score -861301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -861302.000000 Penalty: 2992.840332
	Iteration 31Q: 3 clusters Score -861302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -861300.562500 Penalty: 2992.840332
	Iteration 32Q: 3 clusters Score -861300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -861300.562500 Penalty: 2992.840332
	Iteration 33F: 3 clusters Score -861300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 8583 members 
Entering Unmasked Estep 
Score: -76315240.000000 Penalty: 66812.335938
Splitting cluster 3 changes total score from -76315712.000000 to -76315240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (80608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Entering Unmasked Estep 
Score: -7189502.000000 Penalty: 1835.819824
	Iteration 0F: 2 clusters Score -7189502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -7135707.500000 Penalty: 3671.639648
	Iteration 0F: 3 clusters Score -7135708 nChanged 38230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7157421.000000 Penalty: 3671.639648
	Iteration 1F: 3 clusters Score -7157421 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -7158277.500000 Penalty: 3671.639648
	Iteration 2Q: 3 clusters Score -7158278 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7159377.500000 Penalty: 3671.639648
	Iteration 3Q: 3 clusters Score -7159378 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -7161031.000000 Penalty: 3671.639648
	Iteration 4Q: 3 clusters Score -7161031 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7163463.500000 Penalty: 3671.639648
	Iteration 5F: 3 clusters Score -7163464 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -7166729.000000 Penalty: 3671.639648
	Iteration 6F: 3 clusters Score -7166729 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -7170659.000000 Penalty: 3671.639648
	Iteration 7F: 3 clusters Score -7170659 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -7174428.500000 Penalty: 3671.639648
	Iteration 8F: 3 clusters Score -7174428 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -7177913.500000 Penalty: 3671.639648
	Iteration 9F: 3 clusters Score -7177914 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -7180953.500000 Penalty: 3671.639648
	Iteration 10Q: 3 clusters Score -7180954 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7183642.000000 Penalty: 3671.639648
	Iteration 11Q: 3 clusters Score -7183642 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7185595.000000 Penalty: 3671.639648
	Iteration 12Q: 3 clusters Score -7185595 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7186897.000000 Penalty: 3671.639648
	Iteration 13Q: 3 clusters Score -7186897 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7187697.500000 Penalty: 3671.639648
	Iteration 14Q: 3 clusters Score -7187698 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7188107.500000 Penalty: 3671.639648
	Iteration 15Q: 3 clusters Score -7188108 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7188361.000000 Penalty: 3671.639648
	Iteration 16Q: 3 clusters Score -7188361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7188470.500000 Penalty: 3671.639648
	Iteration 17Q: 3 clusters Score -7188470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7188546.500000 Penalty: 3671.639648
	Iteration 18Q: 3 clusters Score -7188546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7188598.000000 Penalty: 3671.639648
	Iteration 19Q: 3 clusters Score -7188598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7188619.000000 Penalty: 3671.639648
	Iteration 20F: 3 clusters Score -7188619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7188654.000000 Penalty: 3671.639648
	Iteration 21Q: 3 clusters Score -7188654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7188651.000000 Penalty: 3671.639648
	Iteration 22Q: 3 clusters Score -7188651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7188678.000000 Penalty: 3671.639648
	Iteration 23Q: 3 clusters Score -7188678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7188676.500000 Penalty: 3671.639648
	Iteration 24Q: 3 clusters Score -7188676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7188687.000000 Penalty: 3671.639648
	Iteration 25Q: 3 clusters Score -7188687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7188694.000000 Penalty: 3671.639648
	Iteration 26Q: 3 clusters Score -7188694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7188695.000000 Penalty: 3671.639648
	Iteration 27Q: 3 clusters Score -7188695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7188701.000000 Penalty: 3671.639648
	Iteration 28Q: 3 clusters Score -7188701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7188704.000000 Penalty: 3671.639648
	Iteration 29Q: 3 clusters Score -7188704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7188696.500000 Penalty: 3671.639648
	Iteration 30Q: 3 clusters Score -7188696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7188706.500000 Penalty: 3671.639648
	Iteration 31Q: 3 clusters Score -7188706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7188704.500000 Penalty: 3671.639648
	Iteration 32Q: 3 clusters Score -7188704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7188702.500000 Penalty: 3671.639648
	Iteration 33Q: 3 clusters Score -7188702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7188703.500000 Penalty: 3671.639648
	Iteration 34Q: 3 clusters Score -7188704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7188706.500000 Penalty: 3671.639648
	Iteration 35Q: 3 clusters Score -7188706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7188711.000000 Penalty: 3671.639648
	Iteration 36Q: 3 clusters Score -7188711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7188714.000000 Penalty: 3671.639648
	Iteration 37Q: 3 clusters Score -7188714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7188712.000000 Penalty: 3671.639648
	Iteration 38Q: 3 clusters Score -7188712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7188715.500000 Penalty: 3671.639648
	Iteration 39Q: 3 clusters Score -7188716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7188718.500000 Penalty: 3671.639648
	Iteration 40F: 3 clusters Score -7188718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7188718.000000 Penalty: 3671.639648
	Iteration 41Q: 3 clusters Score -7188718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7188718.000000 Penalty: 3671.639648
	Iteration 42F: 3 clusters Score -7188718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -216295.437500 Penalty: 1282.037109
	Iteration 0F: 2 clusters Score -216295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213786.343750 Penalty: 2564.074219
	Iteration 0F: 3 clusters Score -213786.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -214518.046875 Penalty: 2564.074219
	Iteration 1F: 3 clusters Score -214518 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -214748.468750 Penalty: 2564.074219
	Iteration 2F: 3 clusters Score -214748.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -214939.687500 Penalty: 2564.074219
	Iteration 3F: 3 clusters Score -214939.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215130.078125 Penalty: 2564.074219
	Iteration 4F: 3 clusters Score -215130.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215315.109375 Penalty: 2564.074219
	Iteration 5F: 3 clusters Score -215315.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215495.375000 Penalty: 2564.074219
	Iteration 6F: 3 clusters Score -215495.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -215611.718750 Penalty: 2564.074219
	Iteration 7Q: 3 clusters Score -215611.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -215708.890625 Penalty: 2564.074219
	Iteration 8Q: 3 clusters Score -215708.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -215756.921875 Penalty: 2564.074219
	Iteration 9Q: 3 clusters Score -215756.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215773.359375 Penalty: 2564.074219
	Iteration 10Q: 3 clusters Score -215773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215786.437500 Penalty: 2564.074219
	Iteration 11Q: 3 clusters Score -215786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215797.921875 Penalty: 2564.074219
	Iteration 12Q: 3 clusters Score -215797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215807.046875 Penalty: 2564.074219
	Iteration 13Q: 3 clusters Score -215807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215810.218750 Penalty: 2564.074219
	Iteration 14Q: 3 clusters Score -215810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215812.187500 Penalty: 2564.074219
	Iteration 15Q: 3 clusters Score -215812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215814.468750 Penalty: 2564.074219
	Iteration 16Q: 3 clusters Score -215814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215814.484375 Penalty: 2564.074219
	Iteration 17Q: 3 clusters Score -215814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215814.484375 Penalty: 2564.074219
	Iteration 18F: 3 clusters Score -215814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -135376.984375 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -135377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -133359.390625 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -133359.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -134608.312500 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -134608.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -135220.031250 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -135220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -135536.812500 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -135536.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -135779.156250 Penalty: 2489.537109
	Iteration 4F: 3 clusters Score -135779.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -135964.546875 Penalty: 2489.537109
	Iteration 5F: 3 clusters Score -135964.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -136150.640625 Penalty: 2489.537109
	Iteration 6Q: 3 clusters Score -136150.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136331.859375 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -136331.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -136450.953125 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -136451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136532.843750 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -136532.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -136547.468750 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -136547.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -136558.765625 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -136558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136570.187500 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -136570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136573.421875 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -136573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136574.984375 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -136575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136575.687500 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -136575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136575.687500 Penalty: 2489.537109
	Iteration 16F: 3 clusters Score -136575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 651 members 
Entering Unmasked Estep 
Score: -76315800.000000 Penalty: 66812.335938
Splitting cluster 6 changes total score from -76315712.000000 to -76315800.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1125055.500000 Penalty: 1532.641968
	Iteration 0F: 2 clusters Score -1125056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1116189.875000 Penalty: 3065.283936
	Iteration 0F: 3 clusters Score -1116190 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1119017.500000 Penalty: 3065.283936
	Iteration 1F: 3 clusters Score -1119018 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1119268.000000 Penalty: 3065.283936
	Iteration 2F: 3 clusters Score -1119268 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1119451.375000 Penalty: 3065.283936
	Iteration 3Q: 3 clusters Score -1119451 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1119579.125000 Penalty: 3065.283936
	Iteration 4Q: 3 clusters Score -1119579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1119703.000000 Penalty: 3065.283936
	Iteration 5Q: 3 clusters Score -1119703 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1119823.125000 Penalty: 3065.283936
	Iteration 6Q: 3 clusters Score -1119823 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1119930.375000 Penalty: 3065.283936
	Iteration 7Q: 3 clusters Score -1119930 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1120051.875000 Penalty: 3065.283936
	Iteration 8Q: 3 clusters Score -1120052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1120190.875000 Penalty: 3065.283936
	Iteration 9Q: 3 clusters Score -1120191 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1120374.125000 Penalty: 3065.283936
	Iteration 10Q: 3 clusters Score -1120374 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1120602.500000 Penalty: 3065.283936
	Iteration 11Q: 3 clusters Score -1120602 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1120890.375000 Penalty: 3065.283936
	Iteration 12Q: 3 clusters Score -1120890 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1121269.750000 Penalty: 3065.283936
	Iteration 13Q: 3 clusters Score -1121270 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1121761.000000 Penalty: 3065.283936
	Iteration 14F: 3 clusters Score -1121761 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1122290.250000 Penalty: 3065.283936
	Iteration 15Q: 3 clusters Score -1122290 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1122751.750000 Penalty: 3065.283936
	Iteration 16Q: 3 clusters Score -1122752 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1123089.000000 Penalty: 3065.283936
	Iteration 17Q: 3 clusters Score -1123089 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1123301.125000 Penalty: 3065.283936
	Iteration 18Q: 3 clusters Score -1123301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1123420.000000 Penalty: 3065.283936
	Iteration 19Q: 3 clusters Score -1123420 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1123513.500000 Penalty: 3065.283936
	Iteration 20F: 3 clusters Score -1123514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1123577.750000 Penalty: 3065.283936
	Iteration 21Q: 3 clusters Score -1123578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1123638.500000 Penalty: 3065.283936
	Iteration 22Q: 3 clusters Score -1123638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1123689.000000 Penalty: 3065.283936
	Iteration 23Q: 3 clusters Score -1123689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1123734.250000 Penalty: 3065.283936
	Iteration 24Q: 3 clusters Score -1123734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1123774.375000 Penalty: 3065.283936
	Iteration 25Q: 3 clusters Score -1123774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1123809.750000 Penalty: 3065.283936
	Iteration 26Q: 3 clusters Score -1123810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1123823.750000 Penalty: 3065.283936
	Iteration 27Q: 3 clusters Score -1123824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1123835.875000 Penalty: 3065.283936
	Iteration 28Q: 3 clusters Score -1123836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1123847.250000 Penalty: 3065.283936
	Iteration 29Q: 3 clusters Score -1123847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1123853.750000 Penalty: 3065.283936
	Iteration 30Q: 3 clusters Score -1123854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1123861.125000 Penalty: 3065.283936
	Iteration 31Q: 3 clusters Score -1123861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1123865.375000 Penalty: 3065.283936
	Iteration 32Q: 3 clusters Score -1123865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1123867.625000 Penalty: 3065.283936
	Iteration 33Q: 3 clusters Score -1123868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1123871.625000 Penalty: 3065.283936
	Iteration 34Q: 3 clusters Score -1123872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1123875.750000 Penalty: 3065.283936
	Iteration 35Q: 3 clusters Score -1123876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1123880.625000 Penalty: 3065.283936
	Iteration 36Q: 3 clusters Score -1123881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1123886.125000 Penalty: 3065.283936
	Iteration 37Q: 3 clusters Score -1123886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1123888.250000 Penalty: 3065.283936
	Iteration 38Q: 3 clusters Score -1123888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1123892.000000 Penalty: 3065.283936
	Iteration 39Q: 3 clusters Score -1123892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1123894.000000 Penalty: 3065.283936
	Iteration 40F: 3 clusters Score -1123894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1123894.500000 Penalty: 3065.283936
	Iteration 41Q: 3 clusters Score -1123894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1123893.750000 Penalty: 3065.283936
	Iteration 42Q: 3 clusters Score -1123894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1123895.125000 Penalty: 3065.283936
	Iteration 43Q: 3 clusters Score -1123895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1123896.375000 Penalty: 3065.283936
	Iteration 44Q: 3 clusters Score -1123896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1123899.375000 Penalty: 3065.283936
	Iteration 45Q: 3 clusters Score -1123899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1123901.625000 Penalty: 3065.283936
	Iteration 46Q: 3 clusters Score -1123902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1123906.375000 Penalty: 3065.283936
	Iteration 47Q: 3 clusters Score -1123906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1123908.125000 Penalty: 3065.283936
	Iteration 48Q: 3 clusters Score -1123908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1123913.000000 Penalty: 3065.283936
	Iteration 49Q: 3 clusters Score -1123913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1123913.000000 Penalty: 3065.283936
	Iteration 50Q: 3 clusters Score -1123913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1123915.125000 Penalty: 3065.283936
	Iteration 51Q: 3 clusters Score -1123915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1123914.375000 Penalty: 3065.283936
	Iteration 52Q: 3 clusters Score -1123914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1123914.875000 Penalty: 3065.283936
	Iteration 53Q: 3 clusters Score -1123915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1123914.375000 Penalty: 3065.283936
	Iteration 54Q: 3 clusters Score -1123914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1123917.500000 Penalty: 3065.283936
	Iteration 55Q: 3 clusters Score -1123918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1123917.875000 Penalty: 3065.283936
	Iteration 56Q: 3 clusters Score -1123918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1123917.375000 Penalty: 3065.283936
	Iteration 57Q: 3 clusters Score -1123917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1123920.375000 Penalty: 3065.283936
	Iteration 58Q: 3 clusters Score -1123920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1123920.375000 Penalty: 3065.283936
	Iteration 59F: 3 clusters Score -1123920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -560829.500000 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -560829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -555817.500000 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -555817.5 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -557306.625000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -557306.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -557500.062500 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -557500.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -557667.062500 Penalty: 2862.477051
	Iteration 3F: 3 clusters Score -557667.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -557814.250000 Penalty: 2862.477051
	Iteration 4Q: 3 clusters Score -557814.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -557972.687500 Penalty: 2862.477051
	Iteration 5Q: 3 clusters Score -557972.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -558129.187500 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -558129.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -558302.562500 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -558302.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -558522.687500 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -558522.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -558726.312500 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -558726.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -558896.937500 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -558896.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -559024.500000 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -559024.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -559138.625000 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -559138.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -559228.312500 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -559228.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -559307.500000 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -559307.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -559351.937500 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -559351.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -559382.125000 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -559382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -559402.000000 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -559402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -559414.812500 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -559414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -559426.312500 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -559426.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -559438.812500 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -559438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -559448.687500 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -559448.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -559459.250000 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -559459.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -559467.687500 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -559467.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -559476.187500 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -559476.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -559480.875000 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -559480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -559485.437500 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -559485.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -559488.125000 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -559488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -559494.375000 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -559494.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -559498.875000 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -559498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -559504.437500 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -559504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -559508.562500 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -559508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -559512.125000 Penalty: 2862.477051
	Iteration 32Q: 3 clusters Score -559512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -559517.250000 Penalty: 2862.477051
	Iteration 33Q: 3 clusters Score -559517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -559521.562500 Penalty: 2862.477051
	Iteration 34Q: 3 clusters Score -559521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -559524.000000 Penalty: 2862.477051
	Iteration 35Q: 3 clusters Score -559524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -559530.937500 Penalty: 2862.477051
	Iteration 36Q: 3 clusters Score -559530.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -559537.437500 Penalty: 2862.477051
	Iteration 37Q: 3 clusters Score -559537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -559545.312500 Penalty: 2862.477051
	Iteration 38Q: 3 clusters Score -559545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -559551.812500 Penalty: 2862.477051
	Iteration 39Q: 3 clusters Score -559551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -559556.750000 Penalty: 2862.477051
	Iteration 40F: 3 clusters Score -559556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -559561.750000 Penalty: 2862.477051
	Iteration 41Q: 3 clusters Score -559561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -559566.125000 Penalty: 2862.477051
	Iteration 42Q: 3 clusters Score -559566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -559573.500000 Penalty: 2862.477051
	Iteration 43Q: 3 clusters Score -559573.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -559577.750000 Penalty: 2862.477051
	Iteration 44Q: 3 clusters Score -559577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -559582.812500 Penalty: 2862.477051
	Iteration 45Q: 3 clusters Score -559582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -559586.687500 Penalty: 2862.477051
	Iteration 46Q: 3 clusters Score -559586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -559587.687500 Penalty: 2862.477051
	Iteration 47Q: 3 clusters Score -559587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -559589.562500 Penalty: 2862.477051
	Iteration 48Q: 3 clusters Score -559589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -559589.750000 Penalty: 2862.477051
	Iteration 49Q: 3 clusters Score -559589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -559591.500000 Penalty: 2862.477051
	Iteration 50Q: 3 clusters Score -559591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -559590.750000 Penalty: 2862.477051
	Iteration 51Q: 3 clusters Score -559590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -559592.875000 Penalty: 2862.477051
	Iteration 52Q: 3 clusters Score -559592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -559594.562500 Penalty: 2862.477051
	Iteration 53Q: 3 clusters Score -559594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -559595.750000 Penalty: 2862.477051
	Iteration 54Q: 3 clusters Score -559595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -559596.875000 Penalty: 2862.477051
	Iteration 55Q: 3 clusters Score -559596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -559597.437500 Penalty: 2862.477051
	Iteration 56Q: 3 clusters Score -559597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -559597.437500 Penalty: 2862.477051
	Iteration 57F: 3 clusters Score -559597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -499707.500000 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -499707.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -495034.843750 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -495034.8 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -496669.343750 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -496669.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -497291.000000 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -497291 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -497918.875000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -497918.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -498246.625000 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -498246.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -498501.500000 Penalty: 2831.486816
	Iteration 5F: 3 clusters Score -498501.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -498730.312500 Penalty: 2831.486816
	Iteration 6F: 3 clusters Score -498730.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -498981.812500 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -498981.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -499228.500000 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -499228.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -499418.375000 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -499418.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -499558.000000 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -499558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -499638.312500 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -499638.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -499676.031250 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -499676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -499698.406250 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -499698.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -499708.437500 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -499708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -499717.343750 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -499717.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -499728.781250 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -499728.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -499736.781250 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -499736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -499742.781250 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -499742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -499746.125000 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -499746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -499747.437500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -499747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -499747.500000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -499747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -499748.531250 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -499748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -499749.218750 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -499749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -499749.062500 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -499749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -499751.156250 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -499751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -499750.843750 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -499750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -499751.562500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -499751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -499751.562500 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -499751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -499751.718750 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -499751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -499752.531250 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -499752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -499752.531250 Penalty: 2831.486816
	Iteration 31F: 3 clusters Score -499752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 651 members 
Mstep: Class 31 contains 3770 members 
Entering Unmasked Estep 
Score: -76314904.000000 Penalty: 69039.414062
Splitting cluster 9 changes total score from -76315712.000000 to -76314904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (97120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Entering Unmasked Estep 
Score: -8713488.000000 Penalty: 1866.101685
	Iteration 0F: 2 clusters Score -8713488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -8648408.000000 Penalty: 3732.203369
	Iteration 0F: 3 clusters Score -8648408 nChanged 46418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -8675471.000000 Penalty: 3732.203369
	Iteration 1F: 3 clusters Score -8675471 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -8676118.000000 Penalty: 3732.203369
	Iteration 2Q: 3 clusters Score -8676118 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -8677014.000000 Penalty: 3732.203369
	Iteration 3Q: 3 clusters Score -8677014 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8677974.000000 Penalty: 3732.203369
	Iteration 4Q: 3 clusters Score -8677974 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8679226.000000 Penalty: 3732.203369
	Iteration 5Q: 3 clusters Score -8679226 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8680793.000000 Penalty: 3732.203369
	Iteration 6Q: 3 clusters Score -8680793 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8682648.000000 Penalty: 3732.203369
	Iteration 7Q: 3 clusters Score -8682648 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -8684631.000000 Penalty: 3732.203369
	Iteration 8Q: 3 clusters Score -8684631 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8686919.000000 Penalty: 3732.203369
	Iteration 9Q: 3 clusters Score -8686919 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8689610.000000 Penalty: 3732.203369
	Iteration 10Q: 3 clusters Score -8689610 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8692677.000000 Penalty: 3732.203369
	Iteration 11Q: 3 clusters Score -8692677 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8695560.000000 Penalty: 3732.203369
	Iteration 12Q: 3 clusters Score -8695560 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8697404.000000 Penalty: 3732.203369
	Iteration 13Q: 3 clusters Score -8697404 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8698272.000000 Penalty: 3732.203369
	Iteration 14Q: 3 clusters Score -8698272 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8698779.000000 Penalty: 3732.203369
	Iteration 15Q: 3 clusters Score -8698779 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -8699291.000000 Penalty: 3732.203369
	Iteration 16Q: 3 clusters Score -8699291 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8699759.000000 Penalty: 3732.203369
	Iteration 17Q: 3 clusters Score -8699759 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8700213.000000 Penalty: 3732.203369
	Iteration 18Q: 3 clusters Score -8700213 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8700647.000000 Penalty: 3732.203369
	Iteration 19Q: 3 clusters Score -8700647 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -8700973.000000 Penalty: 3732.203369
	Iteration 20F: 3 clusters Score -8700973 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -8701409.000000 Penalty: 3732.203369
	Iteration 21Q: 3 clusters Score -8701409 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -8701799.000000 Penalty: 3732.203369
	Iteration 22Q: 3 clusters Score -8701799 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -8702188.000000 Penalty: 3732.203369
	Iteration 23Q: 3 clusters Score -8702188 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -8702403.000000 Penalty: 3732.203369
	Iteration 24Q: 3 clusters Score -8702403 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -8702696.000000 Penalty: 3732.203369
	Iteration 25Q: 3 clusters Score -8702696 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -8702965.000000 Penalty: 3732.203369
	Iteration 26Q: 3 clusters Score -8702965 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -8703247.000000 Penalty: 3732.203369
	Iteration 27Q: 3 clusters Score -8703247 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -8703521.000000 Penalty: 3732.203369
	Iteration 28Q: 3 clusters Score -8703521 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8703733.000000 Penalty: 3732.203369
	Iteration 29Q: 3 clusters Score -8703733 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8704038.000000 Penalty: 3732.203369
	Iteration 30Q: 3 clusters Score -8704038 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -8704307.000000 Penalty: 3732.203369
	Iteration 31Q: 3 clusters Score -8704307 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -8704520.000000 Penalty: 3732.203369
	Iteration 32Q: 3 clusters Score -8704520 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -8704778.000000 Penalty: 3732.203369
	Iteration 33Q: 3 clusters Score -8704778 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -8705056.000000 Penalty: 3732.203369
	Iteration 34Q: 3 clusters Score -8705056 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -8705267.000000 Penalty: 3732.203369
	Iteration 35Q: 3 clusters Score -8705267 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -8705578.000000 Penalty: 3732.203369
	Iteration 36Q: 3 clusters Score -8705578 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -8705862.000000 Penalty: 3732.203369
	Iteration 37Q: 3 clusters Score -8705862 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -8706216.000000 Penalty: 3732.203369
	Iteration 38Q: 3 clusters Score -8706216 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -8706552.000000 Penalty: 3732.203369
	Iteration 39Q: 3 clusters Score -8706552 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8706889.000000 Penalty: 3732.203369
	Iteration 40F: 3 clusters Score -8706889 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -8707297.000000 Penalty: 3732.203369
	Iteration 41Q: 3 clusters Score -8707297 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8707669.000000 Penalty: 3732.203369
	Iteration 42Q: 3 clusters Score -8707669 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8708067.000000 Penalty: 3732.203369
	Iteration 43Q: 3 clusters Score -8708067 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -8708446.000000 Penalty: 3732.203369
	Iteration 44Q: 3 clusters Score -8708446 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8708884.000000 Penalty: 3732.203369
	Iteration 45Q: 3 clusters Score -8708884 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8709269.000000 Penalty: 3732.203369
	Iteration 46Q: 3 clusters Score -8709269 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8709612.000000 Penalty: 3732.203369
	Iteration 47Q: 3 clusters Score -8709612 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8709988.000000 Penalty: 3732.203369
	Iteration 48Q: 3 clusters Score -8709988 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8710344.000000 Penalty: 3732.203369
	Iteration 49Q: 3 clusters Score -8710344 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8710656.000000 Penalty: 3732.203369
	Iteration 50Q: 3 clusters Score -8710656 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8710903.000000 Penalty: 3732.203369
	Iteration 51Q: 3 clusters Score -8710903 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8711114.000000 Penalty: 3732.203369
	Iteration 52Q: 3 clusters Score -8711114 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8711231.000000 Penalty: 3732.203369
	Iteration 53Q: 3 clusters Score -8711231 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8711337.000000 Penalty: 3732.203369
	Iteration 54Q: 3 clusters Score -8711337 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8711456.000000 Penalty: 3732.203369
	Iteration 55Q: 3 clusters Score -8711456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8711519.000000 Penalty: 3732.203369
	Iteration 56Q: 3 clusters Score -8711519 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8711545.000000 Penalty: 3732.203369
	Iteration 57Q: 3 clusters Score -8711545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8711580.000000 Penalty: 3732.203369
	Iteration 58Q: 3 clusters Score -8711580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8711611.000000 Penalty: 3732.203369
	Iteration 59Q: 3 clusters Score -8711611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8711636.000000 Penalty: 3732.203369
	Iteration 60F: 3 clusters Score -8711636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8711672.000000 Penalty: 3732.203369
	Iteration 61Q: 3 clusters Score -8711672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8711698.000000 Penalty: 3732.203369
	Iteration 62Q: 3 clusters Score -8711698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8711718.000000 Penalty: 3732.203369
	Iteration 63Q: 3 clusters Score -8711718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8711717.000000 Penalty: 3732.203369
	Iteration 64Q: 3 clusters Score -8711717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8711747.000000 Penalty: 3732.203369
	Iteration 65Q: 3 clusters Score -8711747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8711753.000000 Penalty: 3732.203369
	Iteration 66Q: 3 clusters Score -8711753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8711775.000000 Penalty: 3732.203369
	Iteration 67Q: 3 clusters Score -8711775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8711786.000000 Penalty: 3732.203369
	Iteration 68Q: 3 clusters Score -8711786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8711802.000000 Penalty: 3732.203369
	Iteration 69Q: 3 clusters Score -8711802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8711808.000000 Penalty: 3732.203369
	Iteration 70Q: 3 clusters Score -8711808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8711809.000000 Penalty: 3732.203369
	Iteration 71Q: 3 clusters Score -8711809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8711810.000000 Penalty: 3732.203369
	Iteration 72Q: 3 clusters Score -8711810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8711816.000000 Penalty: 3732.203369
	Iteration 73Q: 3 clusters Score -8711816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8711822.000000 Penalty: 3732.203369
	Iteration 74Q: 3 clusters Score -8711822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8711829.000000 Penalty: 3732.203369
	Iteration 75Q: 3 clusters Score -8711829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8711832.000000 Penalty: 3732.203369
	Iteration 76Q: 3 clusters Score -8711832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8711831.000000 Penalty: 3732.203369
	Iteration 77Q: 3 clusters Score -8711831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8711833.000000 Penalty: 3732.203369
	Iteration 78Q: 3 clusters Score -8711833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8711843.000000 Penalty: 3732.203369
	Iteration 79Q: 3 clusters Score -8711843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8711846.000000 Penalty: 3732.203369
	Iteration 80F: 3 clusters Score -8711846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8711842.000000 Penalty: 3732.203369
	Iteration 81Q: 3 clusters Score -8711842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8711863.000000 Penalty: 3732.203369
	Iteration 82Q: 3 clusters Score -8711863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8711864.000000 Penalty: 3732.203369
	Iteration 83Q: 3 clusters Score -8711864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8711866.000000 Penalty: 3732.203369
	Iteration 84Q: 3 clusters Score -8711866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8711872.000000 Penalty: 3732.203369
	Iteration 85Q: 3 clusters Score -8711872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8711874.000000 Penalty: 3732.203369
	Iteration 86Q: 3 clusters Score -8711874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8711890.000000 Penalty: 3732.203369
	Iteration 87Q: 3 clusters Score -8711890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8711884.000000 Penalty: 3732.203369
	Iteration 88Q: 3 clusters Score -8711884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8711894.000000 Penalty: 3732.203369
	Iteration 89Q: 3 clusters Score -8711894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8711895.000000 Penalty: 3732.203369
	Iteration 90Q: 3 clusters Score -8711895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8711902.000000 Penalty: 3732.203369
	Iteration 91Q: 3 clusters Score -8711902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8711901.000000 Penalty: 3732.203369
	Iteration 92Q: 3 clusters Score -8711901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8711899.000000 Penalty: 3732.203369
	Iteration 93Q: 3 clusters Score -8711899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8711902.000000 Penalty: 3732.203369
	Iteration 94Q: 3 clusters Score -8711902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8711896.000000 Penalty: 3732.203369
	Iteration 95Q: 3 clusters Score -8711896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8711915.000000 Penalty: 3732.203369
	Iteration 96Q: 3 clusters Score -8711915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8711930.000000 Penalty: 3732.203369
	Iteration 97Q: 3 clusters Score -8711930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8711940.000000 Penalty: 3732.203369
	Iteration 98Q: 3 clusters Score -8711940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8711947.000000 Penalty: 3732.203369
	Iteration 99Q: 3 clusters Score -8711947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8711949.000000 Penalty: 3732.203369
	Iteration 100F: 3 clusters Score -8711949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8711954.000000 Penalty: 3732.203369
	Iteration 101Q: 3 clusters Score -8711954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8711956.000000 Penalty: 3732.203369
	Iteration 102Q: 3 clusters Score -8711956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8711956.000000 Penalty: 3732.203369
	Iteration 103F: 3 clusters Score -8711956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Entering Unmasked Estep 
Score: -7433928.000000 Penalty: 1844.006592
	Iteration 0F: 2 clusters Score -7433928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -7377427.500000 Penalty: 3688.013184
	Iteration 0F: 3 clusters Score -7377428 nChanged 40240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -7401230.000000 Penalty: 3688.013184
	Iteration 1F: 3 clusters Score -7401230 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -7402647.000000 Penalty: 3688.013184
	Iteration 2Q: 3 clusters Score -7402647 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7405044.000000 Penalty: 3688.013184
	Iteration 3F: 3 clusters Score -7405044 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -7408908.500000 Penalty: 3688.013184
	Iteration 4F: 3 clusters Score -7408908 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -7414230.000000 Penalty: 3688.013184
	Iteration 5F: 3 clusters Score -7414230 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -7419871.500000 Penalty: 3688.013184
	Iteration 6F: 3 clusters Score -7419872 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -7425014.500000 Penalty: 3688.013184
	Iteration 7F: 3 clusters Score -7425014 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -7428715.500000 Penalty: 3688.013184
	Iteration 8Q: 3 clusters Score -7428716 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -7430798.500000 Penalty: 3688.013184
	Iteration 9Q: 3 clusters Score -7430798 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -7431644.500000 Penalty: 3688.013184
	Iteration 10Q: 3 clusters Score -7431644 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -7432007.000000 Penalty: 3688.013184
	Iteration 11Q: 3 clusters Score -7432007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -7432119.000000 Penalty: 3688.013184
	Iteration 12Q: 3 clusters Score -7432119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -7432183.500000 Penalty: 3688.013184
	Iteration 13Q: 3 clusters Score -7432184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -7432222.000000 Penalty: 3688.013184
	Iteration 14Q: 3 clusters Score -7432222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -7432252.000000 Penalty: 3688.013184
	Iteration 15Q: 3 clusters Score -7432252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -7432277.000000 Penalty: 3688.013184
	Iteration 16Q: 3 clusters Score -7432277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -7432282.500000 Penalty: 3688.013184
	Iteration 17Q: 3 clusters Score -7432282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -7432297.000000 Penalty: 3688.013184
	Iteration 18Q: 3 clusters Score -7432297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -7432302.500000 Penalty: 3688.013184
	Iteration 19Q: 3 clusters Score -7432302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -7432303.000000 Penalty: 3688.013184
	Iteration 20F: 3 clusters Score -7432303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -7432303.500000 Penalty: 3688.013184
	Iteration 21Q: 3 clusters Score -7432304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -7432307.000000 Penalty: 3688.013184
	Iteration 22Q: 3 clusters Score -7432307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -7432307.000000 Penalty: 3688.013184
	Iteration 23F: 3 clusters Score -7432307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Entering Unmasked Estep 
Score: -4502543.000000 Penalty: 1765.220459
	Iteration 0F: 2 clusters Score -4502543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4467623.500000 Penalty: 3530.440918
	Iteration 0F: 3 clusters Score -4467624 nChanged 24517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4481837.000000 Penalty: 3530.440918
	Iteration 1F: 3 clusters Score -4481837 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4482317.000000 Penalty: 3530.440918
	Iteration 2Q: 3 clusters Score -4482317 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4482848.500000 Penalty: 3530.440918
	Iteration 3Q: 3 clusters Score -4482848 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4483414.500000 Penalty: 3530.440918
	Iteration 4Q: 3 clusters Score -4483414 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4484091.000000 Penalty: 3530.440918
	Iteration 5Q: 3 clusters Score -4484091 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -4484926.500000 Penalty: 3530.440918
	Iteration 6Q: 3 clusters Score -4484926 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4485968.500000 Penalty: 3530.440918
	Iteration 7Q: 3 clusters Score -4485968 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4487167.000000 Penalty: 3530.440918
	Iteration 8Q: 3 clusters Score -4487167 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4488275.500000 Penalty: 3530.440918
	Iteration 9Q: 3 clusters Score -4488276 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4489227.000000 Penalty: 3530.440918
	Iteration 10Q: 3 clusters Score -4489227 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4490131.500000 Penalty: 3530.440918
	Iteration 11Q: 3 clusters Score -4490132 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -4490951.000000 Penalty: 3530.440918
	Iteration 12Q: 3 clusters Score -4490951 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4491761.500000 Penalty: 3530.440918
	Iteration 13Q: 3 clusters Score -4491762 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4492725.500000 Penalty: 3530.440918
	Iteration 14Q: 3 clusters Score -4492726 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4493914.000000 Penalty: 3530.440918
	Iteration 15Q: 3 clusters Score -4493914 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4495112.000000 Penalty: 3530.440918
	Iteration 16Q: 3 clusters Score -4495112 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4496092.500000 Penalty: 3530.440918
	Iteration 17Q: 3 clusters Score -4496092 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4496911.000000 Penalty: 3530.440918
	Iteration 18Q: 3 clusters Score -4496911 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4497598.000000 Penalty: 3530.440918
	Iteration 19Q: 3 clusters Score -4497598 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4498138.000000 Penalty: 3530.440918
	Iteration 20F: 3 clusters Score -4498138 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4498634.500000 Penalty: 3530.440918
	Iteration 21Q: 3 clusters Score -4498634 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4499059.000000 Penalty: 3530.440918
	Iteration 22Q: 3 clusters Score -4499059 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4499419.000000 Penalty: 3530.440918
	Iteration 23Q: 3 clusters Score -4499419 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4499779.500000 Penalty: 3530.440918
	Iteration 24Q: 3 clusters Score -4499780 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4500052.000000 Penalty: 3530.440918
	Iteration 25Q: 3 clusters Score -4500052 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4500253.000000 Penalty: 3530.440918
	Iteration 26Q: 3 clusters Score -4500253 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4500437.000000 Penalty: 3530.440918
	Iteration 27Q: 3 clusters Score -4500437 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4500586.000000 Penalty: 3530.440918
	Iteration 28Q: 3 clusters Score -4500586 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4500689.500000 Penalty: 3530.440918
	Iteration 29Q: 3 clusters Score -4500690 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4500796.000000 Penalty: 3530.440918
	Iteration 30Q: 3 clusters Score -4500796 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4500863.500000 Penalty: 3530.440918
	Iteration 31Q: 3 clusters Score -4500864 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4500921.000000 Penalty: 3530.440918
	Iteration 32Q: 3 clusters Score -4500921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4500971.000000 Penalty: 3530.440918
	Iteration 33Q: 3 clusters Score -4500971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4501006.000000 Penalty: 3530.440918
	Iteration 34Q: 3 clusters Score -4501006 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4501041.500000 Penalty: 3530.440918
	Iteration 35Q: 3 clusters Score -4501042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4501074.000000 Penalty: 3530.440918
	Iteration 36Q: 3 clusters Score -4501074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4501107.000000 Penalty: 3530.440918
	Iteration 37Q: 3 clusters Score -4501107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4501114.000000 Penalty: 3530.440918
	Iteration 38Q: 3 clusters Score -4501114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4501123.000000 Penalty: 3530.440918
	Iteration 39Q: 3 clusters Score -4501123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4501145.500000 Penalty: 3530.440918
	Iteration 40F: 3 clusters Score -4501146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4501157.000000 Penalty: 3530.440918
	Iteration 41Q: 3 clusters Score -4501157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4501165.000000 Penalty: 3530.440918
	Iteration 42Q: 3 clusters Score -4501165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4501168.500000 Penalty: 3530.440918
	Iteration 43Q: 3 clusters Score -4501168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4501180.000000 Penalty: 3530.440918
	Iteration 44Q: 3 clusters Score -4501180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4501194.000000 Penalty: 3530.440918
	Iteration 45Q: 3 clusters Score -4501194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4501208.000000 Penalty: 3530.440918
	Iteration 46Q: 3 clusters Score -4501208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4501219.500000 Penalty: 3530.440918
	Iteration 47Q: 3 clusters Score -4501220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4501233.500000 Penalty: 3530.440918
	Iteration 48Q: 3 clusters Score -4501234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4501238.500000 Penalty: 3530.440918
	Iteration 49Q: 3 clusters Score -4501238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4501243.000000 Penalty: 3530.440918
	Iteration 50Q: 3 clusters Score -4501243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4501252.500000 Penalty: 3530.440918
	Iteration 51Q: 3 clusters Score -4501252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4501248.500000 Penalty: 3530.440918
	Iteration 52Q: 3 clusters Score -4501248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4501251.500000 Penalty: 3530.440918
	Iteration 53Q: 3 clusters Score -4501252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4501252.500000 Penalty: 3530.440918
	Iteration 54Q: 3 clusters Score -4501252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4501256.000000 Penalty: 3530.440918
	Iteration 55Q: 3 clusters Score -4501256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4501258.000000 Penalty: 3530.440918
	Iteration 56Q: 3 clusters Score -4501258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4501259.500000 Penalty: 3530.440918
	Iteration 57Q: 3 clusters Score -4501260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4501266.000000 Penalty: 3530.440918
	Iteration 58Q: 3 clusters Score -4501266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4501269.500000 Penalty: 3530.440918
	Iteration 59Q: 3 clusters Score -4501270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4501273.000000 Penalty: 3530.440918
	Iteration 60F: 3 clusters Score -4501273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4501276.500000 Penalty: 3530.440918
	Iteration 61Q: 3 clusters Score -4501276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4501279.500000 Penalty: 3530.440918
	Iteration 62Q: 3 clusters Score -4501280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4501286.000000 Penalty: 3530.440918
	Iteration 63Q: 3 clusters Score -4501286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4501287.000000 Penalty: 3530.440918
	Iteration 64Q: 3 clusters Score -4501287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4501286.000000 Penalty: 3530.440918
	Iteration 65Q: 3 clusters Score -4501286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4501293.000000 Penalty: 3530.440918
	Iteration 66Q: 3 clusters Score -4501293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4501295.500000 Penalty: 3530.440918
	Iteration 67Q: 3 clusters Score -4501296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4501295.000000 Penalty: 3530.440918
	Iteration 68Q: 3 clusters Score -4501295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4501296.500000 Penalty: 3530.440918
	Iteration 69Q: 3 clusters Score -4501296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4501300.500000 Penalty: 3530.440918
	Iteration 70Q: 3 clusters Score -4501300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4501297.500000 Penalty: 3530.440918
	Iteration 71Q: 3 clusters Score -4501298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4501302.500000 Penalty: 3530.440918
	Iteration 72Q: 3 clusters Score -4501302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4501304.500000 Penalty: 3530.440918
	Iteration 73Q: 3 clusters Score -4501304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4501307.000000 Penalty: 3530.440918
	Iteration 74Q: 3 clusters Score -4501307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4501312.000000 Penalty: 3530.440918
	Iteration 75Q: 3 clusters Score -4501312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4501309.000000 Penalty: 3530.440918
	Iteration 76Q: 3 clusters Score -4501309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4501309.000000 Penalty: 3530.440918
	Iteration 77F: 3 clusters Score -4501309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Entering Unmasked Estep 
Score: -4173576.250000 Penalty: 1750.867798
	Iteration 0F: 2 clusters Score -4173576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4141569.750000 Penalty: 3501.735596
	Iteration 0F: 3 clusters Score -4141570 nChanged 22414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4155269.000000 Penalty: 3501.735596
	Iteration 1F: 3 clusters Score -4155269 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4156769.000000 Penalty: 3501.735596
	Iteration 2F: 3 clusters Score -4156769 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4158441.000000 Penalty: 3501.735596
	Iteration 3F: 3 clusters Score -4158441 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4160155.750000 Penalty: 3501.735596
	Iteration 4F: 3 clusters Score -4160156 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4161899.000000 Penalty: 3501.735596
	Iteration 5F: 3 clusters Score -4161899 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4163388.000000 Penalty: 3501.735596
	Iteration 6F: 3 clusters Score -4163388 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -4164558.750000 Penalty: 3501.735596
	Iteration 7Q: 3 clusters Score -4164559 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4165536.250000 Penalty: 3501.735596
	Iteration 8Q: 3 clusters Score -4165536 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4166292.750000 Penalty: 3501.735596
	Iteration 9Q: 3 clusters Score -4166293 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4166802.000000 Penalty: 3501.735596
	Iteration 10Q: 3 clusters Score -4166802 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4167140.750000 Penalty: 3501.735596
	Iteration 11Q: 3 clusters Score -4167141 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4167384.000000 Penalty: 3501.735596
	Iteration 12Q: 3 clusters Score -4167384 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4167535.000000 Penalty: 3501.735596
	Iteration 13Q: 3 clusters Score -4167535 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4167657.500000 Penalty: 3501.735596
	Iteration 14Q: 3 clusters Score -4167658 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4167754.750000 Penalty: 3501.735596
	Iteration 15Q: 3 clusters Score -4167755 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4167830.500000 Penalty: 3501.735596
	Iteration 16Q: 3 clusters Score -4167830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4167917.250000 Penalty: 3501.735596
	Iteration 17Q: 3 clusters Score -4167917 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4167986.500000 Penalty: 3501.735596
	Iteration 18Q: 3 clusters Score -4167986 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4168066.000000 Penalty: 3501.735596
	Iteration 19Q: 3 clusters Score -4168066 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4168101.750000 Penalty: 3501.735596
	Iteration 20F: 3 clusters Score -4168102 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4168175.250000 Penalty: 3501.735596
	Iteration 21Q: 3 clusters Score -4168175 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4168254.750000 Penalty: 3501.735596
	Iteration 22Q: 3 clusters Score -4168255 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4168325.250000 Penalty: 3501.735596
	Iteration 23Q: 3 clusters Score -4168325 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4168399.750000 Penalty: 3501.735596
	Iteration 24Q: 3 clusters Score -4168400 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4168486.250000 Penalty: 3501.735596
	Iteration 25Q: 3 clusters Score -4168486 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4168572.250000 Penalty: 3501.735596
	Iteration 26Q: 3 clusters Score -4168572 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4168660.500000 Penalty: 3501.735596
	Iteration 27Q: 3 clusters Score -4168660 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4168772.750000 Penalty: 3501.735596
	Iteration 28Q: 3 clusters Score -4168773 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4168911.000000 Penalty: 3501.735596
	Iteration 29Q: 3 clusters Score -4168911 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4169051.500000 Penalty: 3501.735596
	Iteration 30Q: 3 clusters Score -4169052 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4169209.000000 Penalty: 3501.735596
	Iteration 31Q: 3 clusters Score -4169209 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4169386.750000 Penalty: 3501.735596
	Iteration 32Q: 3 clusters Score -4169387 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4169577.250000 Penalty: 3501.735596
	Iteration 33Q: 3 clusters Score -4169577 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4169805.250000 Penalty: 3501.735596
	Iteration 34Q: 3 clusters Score -4169805 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4170048.250000 Penalty: 3501.735596
	Iteration 35Q: 3 clusters Score -4170048 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4170335.500000 Penalty: 3501.735596
	Iteration 36Q: 3 clusters Score -4170336 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -4170586.500000 Penalty: 3501.735596
	Iteration 37Q: 3 clusters Score -4170586 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4170848.500000 Penalty: 3501.735596
	Iteration 38Q: 3 clusters Score -4170848 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -4171110.500000 Penalty: 3501.735596
	Iteration 39Q: 3 clusters Score -4171110 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4171352.500000 Penalty: 3501.735596
	Iteration 40F: 3 clusters Score -4171352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -4171567.000000 Penalty: 3501.735596
	Iteration 41Q: 3 clusters Score -4171567 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -4171731.000000 Penalty: 3501.735596
	Iteration 42Q: 3 clusters Score -4171731 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -4171864.250000 Penalty: 3501.735596
	Iteration 43Q: 3 clusters Score -4171864 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -4171949.250000 Penalty: 3501.735596
	Iteration 44Q: 3 clusters Score -4171949 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -4172020.500000 Penalty: 3501.735596
	Iteration 45Q: 3 clusters Score -4172020 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -4172078.750000 Penalty: 3501.735596
	Iteration 46Q: 3 clusters Score -4172079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4172135.000000 Penalty: 3501.735596
	Iteration 47Q: 3 clusters Score -4172135 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -4172172.500000 Penalty: 3501.735596
	Iteration 48Q: 3 clusters Score -4172172 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -4172224.500000 Penalty: 3501.735596
	Iteration 49Q: 3 clusters Score -4172224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -4172256.500000 Penalty: 3501.735596
	Iteration 50Q: 3 clusters Score -4172256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -4172300.250000 Penalty: 3501.735596
	Iteration 51Q: 3 clusters Score -4172300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -4172333.500000 Penalty: 3501.735596
	Iteration 52Q: 3 clusters Score -4172334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -4172375.000000 Penalty: 3501.735596
	Iteration 53Q: 3 clusters Score -4172375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -4172408.250000 Penalty: 3501.735596
	Iteration 54Q: 3 clusters Score -4172408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4172426.750000 Penalty: 3501.735596
	Iteration 55Q: 3 clusters Score -4172427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -4172441.000000 Penalty: 3501.735596
	Iteration 56Q: 3 clusters Score -4172441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -4172452.000000 Penalty: 3501.735596
	Iteration 57Q: 3 clusters Score -4172452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -4172460.500000 Penalty: 3501.735596
	Iteration 58Q: 3 clusters Score -4172460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -4172479.250000 Penalty: 3501.735596
	Iteration 59Q: 3 clusters Score -4172479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -4172486.250000 Penalty: 3501.735596
	Iteration 60F: 3 clusters Score -4172486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -4172484.500000 Penalty: 3501.735596
	Iteration 61Q: 3 clusters Score -4172484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -4172491.000000 Penalty: 3501.735596
	Iteration 62Q: 3 clusters Score -4172491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -4172485.250000 Penalty: 3501.735596
	Iteration 63Q: 3 clusters Score -4172485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -4172488.000000 Penalty: 3501.735596
	Iteration 64Q: 3 clusters Score -4172488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -4172486.250000 Penalty: 3501.735596
	Iteration 65Q: 3 clusters Score -4172486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -4172483.250000 Penalty: 3501.735596
	Iteration 66Q: 3 clusters Score -4172483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -4172488.000000 Penalty: 3501.735596
	Iteration 67Q: 3 clusters Score -4172488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -4172495.750000 Penalty: 3501.735596
	Iteration 68Q: 3 clusters Score -4172496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -4172498.750000 Penalty: 3501.735596
	Iteration 69Q: 3 clusters Score -4172499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -4172507.500000 Penalty: 3501.735596
	Iteration 70Q: 3 clusters Score -4172508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -4172517.500000 Penalty: 3501.735596
	Iteration 71Q: 3 clusters Score -4172518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4172515.250000 Penalty: 3501.735596
	Iteration 72Q: 3 clusters Score -4172515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -4172518.000000 Penalty: 3501.735596
	Iteration 73Q: 3 clusters Score -4172518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -4172519.250000 Penalty: 3501.735596
	Iteration 74Q: 3 clusters Score -4172519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -4172525.500000 Penalty: 3501.735596
	Iteration 75Q: 3 clusters Score -4172526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -4172529.750000 Penalty: 3501.735596
	Iteration 76Q: 3 clusters Score -4172530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -4172541.250000 Penalty: 3501.735596
	Iteration 77Q: 3 clusters Score -4172541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -4172544.500000 Penalty: 3501.735596
	Iteration 78Q: 3 clusters Score -4172544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -4172549.750000 Penalty: 3501.735596
	Iteration 79Q: 3 clusters Score -4172550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -4172561.000000 Penalty: 3501.735596
	Iteration 80F: 3 clusters Score -4172561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -4172563.250000 Penalty: 3501.735596
	Iteration 81Q: 3 clusters Score -4172563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -4172558.250000 Penalty: 3501.735596
	Iteration 82Q: 3 clusters Score -4172558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -4172560.500000 Penalty: 3501.735596
	Iteration 83Q: 3 clusters Score -4172560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -4172567.000000 Penalty: 3501.735596
	Iteration 84Q: 3 clusters Score -4172567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -4172570.250000 Penalty: 3501.735596
	Iteration 85Q: 3 clusters Score -4172570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -4172570.750000 Penalty: 3501.735596
	Iteration 86Q: 3 clusters Score -4172571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -4172571.750000 Penalty: 3501.735596
	Iteration 87Q: 3 clusters Score -4172572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -4172575.250000 Penalty: 3501.735596
	Iteration 88Q: 3 clusters Score -4172575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -4172578.750000 Penalty: 3501.735596
	Iteration 89Q: 3 clusters Score -4172579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -4172574.000000 Penalty: 3501.735596
	Iteration 90Q: 3 clusters Score -4172574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -4172572.750000 Penalty: 3501.735596
	Iteration 91Q: 3 clusters Score -4172573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -4172570.750000 Penalty: 3501.735596
	Iteration 92Q: 3 clusters Score -4172571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -4172575.750000 Penalty: 3501.735596
	Iteration 93Q: 3 clusters Score -4172576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -4172578.750000 Penalty: 3501.735596
	Iteration 94Q: 3 clusters Score -4172579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4172575.750000 Penalty: 3501.735596
	Iteration 95Q: 3 clusters Score -4172576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -4172575.000000 Penalty: 3501.735596
	Iteration 96Q: 3 clusters Score -4172575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -4172580.500000 Penalty: 3501.735596
	Iteration 97Q: 3 clusters Score -4172580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -4172583.000000 Penalty: 3501.735596
	Iteration 98Q: 3 clusters Score -4172583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -4172580.000000 Penalty: 3501.735596
	Iteration 99Q: 3 clusters Score -4172580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4172581.500000 Penalty: 3501.735596
	Iteration 100F: 3 clusters Score -4172582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4172578.500000 Penalty: 3501.735596
	Iteration 101Q: 3 clusters Score -4172578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -4172582.250000 Penalty: 3501.735596
	Iteration 102Q: 3 clusters Score -4172582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4172580.750000 Penalty: 3501.735596
	Iteration 103Q: 3 clusters Score -4172581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -4172579.500000 Penalty: 3501.735596
	Iteration 104Q: 3 clusters Score -4172580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -4172578.000000 Penalty: 3501.735596
	Iteration 105Q: 3 clusters Score -4172578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -4172579.000000 Penalty: 3501.735596
	Iteration 106Q: 3 clusters Score -4172579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -4172578.750000 Penalty: 3501.735596
	Iteration 107Q: 3 clusters Score -4172579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -4172581.250000 Penalty: 3501.735596
	Iteration 108Q: 3 clusters Score -4172581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -4172580.000000 Penalty: 3501.735596
	Iteration 109Q: 3 clusters Score -4172580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -4172579.500000 Penalty: 3501.735596
	Iteration 110Q: 3 clusters Score -4172580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -4172577.750000 Penalty: 3501.735596
	Iteration 111Q: 3 clusters Score -4172578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -4172575.250000 Penalty: 3501.735596
	Iteration 112Q: 3 clusters Score -4172575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -4172575.250000 Penalty: 3501.735596
	Iteration 113F: 3 clusters Score -4172575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -562388.000000 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -562388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -557446.000000 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -557446 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -558892.625000 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -558892.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -559133.125000 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -559133.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -559317.625000 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -559317.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -559469.937500 Penalty: 2850.645020
	Iteration 4Q: 3 clusters Score -559469.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -559635.562500 Penalty: 2850.645020
	Iteration 5Q: 3 clusters Score -559635.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -559813.437500 Penalty: 2850.645020
	Iteration 6Q: 3 clusters Score -559813.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -560003.125000 Penalty: 2850.645020
	Iteration 7Q: 3 clusters Score -560003.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -560208.187500 Penalty: 2850.645020
	Iteration 8Q: 3 clusters Score -560208.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -560392.437500 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -560392.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -560588.750000 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -560588.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -560804.312500 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -560804.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -560992.125000 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -560992.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -561166.375000 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -561166.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -561302.875000 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -561302.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -561414.250000 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -561414.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -561503.437500 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -561503.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -561565.875000 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -561565.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -561603.187500 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -561603.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -561625.062500 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -561625.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -561648.750000 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -561648.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -561662.125000 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -561662.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -561670.125000 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -561670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -561675.187500 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -561675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -561679.375000 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -561679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -561685.125000 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -561685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -561691.500000 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -561691.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -561705.937500 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -561705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -561721.062500 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -561721.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -561746.312500 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -561746.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -561803.250000 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -561803.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -561853.625000 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -561853.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -561910.312500 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -561910.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -561970.500000 Penalty: 2850.645020
	Iteration 33Q: 3 clusters Score -561970.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -561996.437500 Penalty: 2850.645020
	Iteration 34Q: 3 clusters Score -561996.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -562014.312500 Penalty: 2850.645020
	Iteration 35Q: 3 clusters Score -562014.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562024.500000 Penalty: 2850.645020
	Iteration 36Q: 3 clusters Score -562024.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -562028.500000 Penalty: 2850.645020
	Iteration 37Q: 3 clusters Score -562028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -562030.187500 Penalty: 2850.645020
	Iteration 38Q: 3 clusters Score -562030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -562031.750000 Penalty: 2850.645020
	Iteration 39Q: 3 clusters Score -562031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -562053.875000 Penalty: 2850.645020
	Iteration 40F: 3 clusters Score -562053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -562060.062500 Penalty: 2850.645020
	Iteration 41Q: 3 clusters Score -562060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -562060.562500 Penalty: 2850.645020
	Iteration 42Q: 3 clusters Score -562060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -562061.250000 Penalty: 2850.645020
	Iteration 43Q: 3 clusters Score -562061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -562061.000000 Penalty: 2850.645020
	Iteration 44Q: 3 clusters Score -562061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -562061.000000 Penalty: 2850.645020
	Iteration 45F: 3 clusters Score -562061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Entering Unmasked Estep 
Score: -1039962.812500 Penalty: 1527.185303
	Iteration 0F: 2 clusters Score -1039963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1031498.125000 Penalty: 3054.370605
	Iteration 0F: 3 clusters Score -1031498 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1034400.562500 Penalty: 3054.370605
	Iteration 1F: 3 clusters Score -1034401 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1034911.875000 Penalty: 3054.370605
	Iteration 2F: 3 clusters Score -1034912 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1035465.500000 Penalty: 3054.370605
	Iteration 3F: 3 clusters Score -1035466 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1036014.312500 Penalty: 3054.370605
	Iteration 4F: 3 clusters Score -1036014 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1036473.312500 Penalty: 3054.370605
	Iteration 5F: 3 clusters Score -1036473 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1036805.250000 Penalty: 3054.370605
	Iteration 6F: 3 clusters Score -1036805 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1037011.937500 Penalty: 3054.370605
	Iteration 7Q: 3 clusters Score -1037012 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1037173.000000 Penalty: 3054.370605
	Iteration 8Q: 3 clusters Score -1037173 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1037283.500000 Penalty: 3054.370605
	Iteration 9Q: 3 clusters Score -1037284 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1037351.687500 Penalty: 3054.370605
	Iteration 10Q: 3 clusters Score -1037352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1037389.437500 Penalty: 3054.370605
	Iteration 11Q: 3 clusters Score -1037389 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1037418.125000 Penalty: 3054.370605
	Iteration 12Q: 3 clusters Score -1037418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1037433.937500 Penalty: 3054.370605
	Iteration 13Q: 3 clusters Score -1037434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1037441.687500 Penalty: 3054.370605
	Iteration 14Q: 3 clusters Score -1037442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1037451.875000 Penalty: 3054.370605
	Iteration 15Q: 3 clusters Score -1037452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1037457.625000 Penalty: 3054.370605
	Iteration 16Q: 3 clusters Score -1037458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1037461.000000 Penalty: 3054.370605
	Iteration 17Q: 3 clusters Score -1037461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1037462.687500 Penalty: 3054.370605
	Iteration 18Q: 3 clusters Score -1037463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1037467.687500 Penalty: 3054.370605
	Iteration 19Q: 3 clusters Score -1037468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1037470.187500 Penalty: 3054.370605
	Iteration 20F: 3 clusters Score -1037470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1037472.937500 Penalty: 3054.370605
	Iteration 21Q: 3 clusters Score -1037473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1037477.562500 Penalty: 3054.370605
	Iteration 22Q: 3 clusters Score -1037478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1037475.187500 Penalty: 3054.370605
	Iteration 23Q: 3 clusters Score -1037475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1037476.625000 Penalty: 3054.370605
	Iteration 24Q: 3 clusters Score -1037477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1037475.437500 Penalty: 3054.370605
	Iteration 25Q: 3 clusters Score -1037475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1037480.625000 Penalty: 3054.370605
	Iteration 26Q: 3 clusters Score -1037481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1037483.562500 Penalty: 3054.370605
	Iteration 27Q: 3 clusters Score -1037484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1037481.250000 Penalty: 3054.370605
	Iteration 28Q: 3 clusters Score -1037481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1037482.062500 Penalty: 3054.370605
	Iteration 29Q: 3 clusters Score -1037482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1037483.187500 Penalty: 3054.370605
	Iteration 30Q: 3 clusters Score -1037483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1037483.687500 Penalty: 3054.370605
	Iteration 31Q: 3 clusters Score -1037484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1037482.187500 Penalty: 3054.370605
	Iteration 32Q: 3 clusters Score -1037482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1037482.625000 Penalty: 3054.370605
	Iteration 33Q: 3 clusters Score -1037483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1037483.937500 Penalty: 3054.370605
	Iteration 34Q: 3 clusters Score -1037484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1037481.375000 Penalty: 3054.370605
	Iteration 35Q: 3 clusters Score -1037481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1037481.625000 Penalty: 3054.370605
	Iteration 36Q: 3 clusters Score -1037482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1037482.250000 Penalty: 3054.370605
	Iteration 37Q: 3 clusters Score -1037482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1037485.375000 Penalty: 3054.370605
	Iteration 38Q: 3 clusters Score -1037485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1037485.500000 Penalty: 3054.370605
	Iteration 39Q: 3 clusters Score -1037486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1037486.937500 Penalty: 3054.370605
	Iteration 40F: 3 clusters Score -1037487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1037486.375000 Penalty: 3054.370605
	Iteration 41Q: 3 clusters Score -1037486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1037486.125000 Penalty: 3054.370605
	Iteration 42Q: 3 clusters Score -1037486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1037486.125000 Penalty: 3054.370605
	Iteration 43F: 3 clusters Score -1037486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140484 members 
Entering Unmasked Estep 
Score: -12414963.000000 Penalty: 1926.088013
	Iteration 0F: 2 clusters Score -1.241496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -12321008.000000 Penalty: 3852.176025
	Iteration 0F: 3 clusters Score -1.232101e+07 nChanged 67727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -12360933.000000 Penalty: 3852.176025
	Iteration 1F: 3 clusters Score -1.236093e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -12361841.000000 Penalty: 3852.176025
	Iteration 2Q: 3 clusters Score -1.236184e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -12362917.000000 Penalty: 3852.176025
	Iteration 3Q: 3 clusters Score -1.236292e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -12364375.000000 Penalty: 3852.176025
	Iteration 4Q: 3 clusters Score -1.236438e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -12366692.000000 Penalty: 3852.176025
	Iteration 5Q: 3 clusters Score -1.236669e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -12370417.000000 Penalty: 3852.176025
	Iteration 6F: 3 clusters Score -1.237042e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -12376601.000000 Penalty: 3852.176025
	Iteration 7F: 3 clusters Score -1.23766e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -12385375.000000 Penalty: 3852.176025
	Iteration 8F: 3 clusters Score -1.238538e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -12395258.000000 Penalty: 3852.176025
	Iteration 9F: 3 clusters Score -1.239526e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -12403434.000000 Penalty: 3852.176025
	Iteration 10F: 3 clusters Score -1.240343e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 134017 members 
Entering Unmasked Estep 
Score: -12408446.000000 Penalty: 3852.176025
	Iteration 11Q: 3 clusters Score -1.240845e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 136857 members 
Entering Unmasked Estep 
Score: -12411041.000000 Penalty: 3852.176025
	Iteration 12Q: 3 clusters Score -1.241104e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -12412251.000000 Penalty: 3852.176025
	Iteration 13Q: 3 clusters Score -1.241225e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 138970 members 
Entering Unmasked Estep 
Score: -12412746.000000 Penalty: 3852.176025
	Iteration 14Q: 3 clusters Score -1.241275e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -12413020.000000 Penalty: 3852.176025
	Iteration 15Q: 3 clusters Score -1.241302e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 139518 members 
Entering Unmasked Estep 
Score: -12413180.000000 Penalty: 3852.176025
	Iteration 16Q: 3 clusters Score -1.241318e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -12413350.000000 Penalty: 3852.176025
	Iteration 17Q: 3 clusters Score -1.241335e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -12413468.000000 Penalty: 3852.176025
	Iteration 18Q: 3 clusters Score -1.241347e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -12413517.000000 Penalty: 3852.176025
	Iteration 19Q: 3 clusters Score -1.241352e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -12413591.000000 Penalty: 3852.176025
	Iteration 20F: 3 clusters Score -1.241359e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -12413630.000000 Penalty: 3852.176025
	Iteration 21Q: 3 clusters Score -1.241363e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -12413657.000000 Penalty: 3852.176025
	Iteration 22Q: 3 clusters Score -1.241366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -12413686.000000 Penalty: 3852.176025
	Iteration 23Q: 3 clusters Score -1.241369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -12413708.000000 Penalty: 3852.176025
	Iteration 24Q: 3 clusters Score -1.241371e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -12413770.000000 Penalty: 3852.176025
	Iteration 25Q: 3 clusters Score -1.241377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -12413796.000000 Penalty: 3852.176025
	Iteration 26Q: 3 clusters Score -1.24138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -12413819.000000 Penalty: 3852.176025
	Iteration 27Q: 3 clusters Score -1.241382e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 139484 members 
Entering Unmasked Estep 
Score: -12413817.000000 Penalty: 3852.176025
	Iteration 28Q: 3 clusters Score -1.241382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -12413827.000000 Penalty: 3852.176025
	Iteration 29Q: 3 clusters Score -1.241383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -12413865.000000 Penalty: 3852.176025
	Iteration 30Q: 3 clusters Score -1.241386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -12413883.000000 Penalty: 3852.176025
	Iteration 31Q: 3 clusters Score -1.241388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 139417 members 
Entering Unmasked Estep 
Score: -12413876.000000 Penalty: 3852.176025
	Iteration 32Q: 3 clusters Score -1.241388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -12413885.000000 Penalty: 3852.176025
	Iteration 33Q: 3 clusters Score -1.241388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -12413915.000000 Penalty: 3852.176025
	Iteration 34Q: 3 clusters Score -1.241392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -12413935.000000 Penalty: 3852.176025
	Iteration 35Q: 3 clusters Score -1.241394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -12413944.000000 Penalty: 3852.176025
	Iteration 36Q: 3 clusters Score -1.241394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 139327 members 
Entering Unmasked Estep 
Score: -12413966.000000 Penalty: 3852.176025
	Iteration 37Q: 3 clusters Score -1.241397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -12413959.000000 Penalty: 3852.176025
	Iteration 38Q: 3 clusters Score -1.241396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 139315 members 
Entering Unmasked Estep 
Score: -12413981.000000 Penalty: 3852.176025
	Iteration 39Q: 3 clusters Score -1.241398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 139307 members 
Entering Unmasked Estep 
Score: -12413996.000000 Penalty: 3852.176025
	Iteration 40F: 3 clusters Score -1.2414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -12414016.000000 Penalty: 3852.176025
	Iteration 41Q: 3 clusters Score -1.241402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -12414023.000000 Penalty: 3852.176025
	Iteration 42Q: 3 clusters Score -1.241402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -12414062.000000 Penalty: 3852.176025
	Iteration 43Q: 3 clusters Score -1.241406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -12414049.000000 Penalty: 3852.176025
	Iteration 44Q: 3 clusters Score -1.241405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -12414071.000000 Penalty: 3852.176025
	Iteration 45Q: 3 clusters Score -1.241407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -12414075.000000 Penalty: 3852.176025
	Iteration 46Q: 3 clusters Score -1.241408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -12414063.000000 Penalty: 3852.176025
	Iteration 47Q: 3 clusters Score -1.241406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -12414081.000000 Penalty: 3852.176025
	Iteration 48Q: 3 clusters Score -1.241408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -12414079.000000 Penalty: 3852.176025
	Iteration 49Q: 3 clusters Score -1.241408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -12414089.000000 Penalty: 3852.176025
	Iteration 50Q: 3 clusters Score -1.241409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 139053 members 
Entering Unmasked Estep 
Score: -12414088.000000 Penalty: 3852.176025
	Iteration 51Q: 3 clusters Score -1.241409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -12414077.000000 Penalty: 3852.176025
	Iteration 52Q: 3 clusters Score -1.241408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -12414084.000000 Penalty: 3852.176025
	Iteration 53Q: 3 clusters Score -1.241408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -12414090.000000 Penalty: 3852.176025
	Iteration 54Q: 3 clusters Score -1.241409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -12414088.000000 Penalty: 3852.176025
	Iteration 55Q: 3 clusters Score -1.241409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -12414111.000000 Penalty: 3852.176025
	Iteration 56Q: 3 clusters Score -1.241411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -12414129.000000 Penalty: 3852.176025
	Iteration 57Q: 3 clusters Score -1.241413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -12414132.000000 Penalty: 3852.176025
	Iteration 58Q: 3 clusters Score -1.241413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -12414137.000000 Penalty: 3852.176025
	Iteration 59Q: 3 clusters Score -1.241414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 138798 members 
Entering Unmasked Estep 
Score: -12414141.000000 Penalty: 3852.176025
	Iteration 60F: 3 clusters Score -1.241414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -12414162.000000 Penalty: 3852.176025
	Iteration 61Q: 3 clusters Score -1.241416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 138757 members 
Entering Unmasked Estep 
Score: -12414175.000000 Penalty: 3852.176025
	Iteration 62Q: 3 clusters Score -1.241418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -12414182.000000 Penalty: 3852.176025
	Iteration 63Q: 3 clusters Score -1.241418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -12414187.000000 Penalty: 3852.176025
	Iteration 64Q: 3 clusters Score -1.241419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -12414199.000000 Penalty: 3852.176025
	Iteration 65Q: 3 clusters Score -1.24142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -12414200.000000 Penalty: 3852.176025
	Iteration 66Q: 3 clusters Score -1.24142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 138681 members 
Entering Unmasked Estep 
Score: -12414198.000000 Penalty: 3852.176025
	Iteration 67Q: 3 clusters Score -1.24142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 138674 members 
Entering Unmasked Estep 
Score: -12414206.000000 Penalty: 3852.176025
	Iteration 68Q: 3 clusters Score -1.241421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -12414212.000000 Penalty: 3852.176025
	Iteration 69Q: 3 clusters Score -1.241421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -12414221.000000 Penalty: 3852.176025
	Iteration 70Q: 3 clusters Score -1.241422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 138666 members 
Entering Unmasked Estep 
Score: -12414213.000000 Penalty: 3852.176025
	Iteration 71Q: 3 clusters Score -1.241421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -12414206.000000 Penalty: 3852.176025
	Iteration 72Q: 3 clusters Score -1.241421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -12414213.000000 Penalty: 3852.176025
	Iteration 73Q: 3 clusters Score -1.241421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 3852.176025
	Iteration 74Q: 3 clusters Score -1.241421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -12414210.000000 Penalty: 3852.176025
	Iteration 75F: 3 clusters Score -1.241421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Entering Unmasked Estep 
Score: -1853224.500000 Penalty: 1636.426147
	Iteration 0F: 2 clusters Score -1853224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1837259.500000 Penalty: 3272.852295
	Iteration 0F: 3 clusters Score -1837260 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1843586.750000 Penalty: 3272.852295
	Iteration 1F: 3 clusters Score -1843587 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1844239.125000 Penalty: 3272.852295
	Iteration 2F: 3 clusters Score -1844239 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1844866.625000 Penalty: 3272.852295
	Iteration 3F: 3 clusters Score -1844867 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1845500.125000 Penalty: 3272.852295
	Iteration 4F: 3 clusters Score -1845500 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1846111.250000 Penalty: 3272.852295
	Iteration 5Q: 3 clusters Score -1846111 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1846661.625000 Penalty: 3272.852295
	Iteration 6Q: 3 clusters Score -1846662 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1847186.875000 Penalty: 3272.852295
	Iteration 7Q: 3 clusters Score -1847187 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1847763.000000 Penalty: 3272.852295
	Iteration 8Q: 3 clusters Score -1847763 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1848311.250000 Penalty: 3272.852295
	Iteration 9Q: 3 clusters Score -1848311 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1848779.875000 Penalty: 3272.852295
	Iteration 10Q: 3 clusters Score -1848780 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1849155.375000 Penalty: 3272.852295
	Iteration 11Q: 3 clusters Score -1849155 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1849471.000000 Penalty: 3272.852295
	Iteration 12Q: 3 clusters Score -1849471 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1849716.750000 Penalty: 3272.852295
	Iteration 13Q: 3 clusters Score -1849717 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1849924.875000 Penalty: 3272.852295
	Iteration 14Q: 3 clusters Score -1849925 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1850148.375000 Penalty: 3272.852295
	Iteration 15Q: 3 clusters Score -1850148 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1850377.375000 Penalty: 3272.852295
	Iteration 16Q: 3 clusters Score -1850377 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1850590.375000 Penalty: 3272.852295
	Iteration 17Q: 3 clusters Score -1850590 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1850777.000000 Penalty: 3272.852295
	Iteration 18Q: 3 clusters Score -1850777 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1850989.125000 Penalty: 3272.852295
	Iteration 19Q: 3 clusters Score -1850989 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1851163.875000 Penalty: 3272.852295
	Iteration 20F: 3 clusters Score -1851164 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1851308.375000 Penalty: 3272.852295
	Iteration 21Q: 3 clusters Score -1851308 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1851439.375000 Penalty: 3272.852295
	Iteration 22Q: 3 clusters Score -1851439 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1851556.000000 Penalty: 3272.852295
	Iteration 23Q: 3 clusters Score -1851556 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1851674.250000 Penalty: 3272.852295
	Iteration 24Q: 3 clusters Score -1851674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1851755.125000 Penalty: 3272.852295
	Iteration 25Q: 3 clusters Score -1851755 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -1851828.625000 Penalty: 3272.852295
	Iteration 26Q: 3 clusters Score -1851829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1851889.125000 Penalty: 3272.852295
	Iteration 27Q: 3 clusters Score -1851889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1851943.000000 Penalty: 3272.852295
	Iteration 28Q: 3 clusters Score -1851943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1851991.625000 Penalty: 3272.852295
	Iteration 29Q: 3 clusters Score -1851992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1852018.000000 Penalty: 3272.852295
	Iteration 30Q: 3 clusters Score -1852018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1852047.250000 Penalty: 3272.852295
	Iteration 31Q: 3 clusters Score -1852047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1852061.000000 Penalty: 3272.852295
	Iteration 32Q: 3 clusters Score -1852061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1852066.000000 Penalty: 3272.852295
	Iteration 33Q: 3 clusters Score -1852066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -1852076.875000 Penalty: 3272.852295
	Iteration 34Q: 3 clusters Score -1852077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1852085.125000 Penalty: 3272.852295
	Iteration 35Q: 3 clusters Score -1852085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -1852089.375000 Penalty: 3272.852295
	Iteration 36Q: 3 clusters Score -1852089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1852097.625000 Penalty: 3272.852295
	Iteration 37Q: 3 clusters Score -1852098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1852105.125000 Penalty: 3272.852295
	Iteration 38Q: 3 clusters Score -1852105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -1852108.625000 Penalty: 3272.852295
	Iteration 39Q: 3 clusters Score -1852109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1852110.875000 Penalty: 3272.852295
	Iteration 40F: 3 clusters Score -1852111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1852112.625000 Penalty: 3272.852295
	Iteration 41Q: 3 clusters Score -1852113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -1852115.375000 Penalty: 3272.852295
	Iteration 42Q: 3 clusters Score -1852115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -1852112.750000 Penalty: 3272.852295
	Iteration 43Q: 3 clusters Score -1852113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1852116.250000 Penalty: 3272.852295
	Iteration 44Q: 3 clusters Score -1852116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1852117.250000 Penalty: 3272.852295
	Iteration 45Q: 3 clusters Score -1852117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -1852117.875000 Penalty: 3272.852295
	Iteration 46Q: 3 clusters Score -1852118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -1852121.125000 Penalty: 3272.852295
	Iteration 47Q: 3 clusters Score -1852121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1852123.375000 Penalty: 3272.852295
	Iteration 48Q: 3 clusters Score -1852123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -1852121.125000 Penalty: 3272.852295
	Iteration 49Q: 3 clusters Score -1852121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -1852122.750000 Penalty: 3272.852295
	Iteration 50Q: 3 clusters Score -1852123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -1852123.375000 Penalty: 3272.852295
	Iteration 51Q: 3 clusters Score -1852123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -1852124.125000 Penalty: 3272.852295
	Iteration 52Q: 3 clusters Score -1852124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -1852121.875000 Penalty: 3272.852295
	Iteration 53Q: 3 clusters Score -1852122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -1852124.250000 Penalty: 3272.852295
	Iteration 54Q: 3 clusters Score -1852124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -1852127.250000 Penalty: 3272.852295
	Iteration 55Q: 3 clusters Score -1852127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1852129.125000 Penalty: 3272.852295
	Iteration 56Q: 3 clusters Score -1852129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1852129.500000 Penalty: 3272.852295
	Iteration 57Q: 3 clusters Score -1852130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -1852131.250000 Penalty: 3272.852295
	Iteration 58Q: 3 clusters Score -1852131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1852136.000000 Penalty: 3272.852295
	Iteration 59Q: 3 clusters Score -1852136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -1852137.500000 Penalty: 3272.852295
	Iteration 60F: 3 clusters Score -1852138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1852137.125000 Penalty: 3272.852295
	Iteration 61Q: 3 clusters Score -1852137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1852140.125000 Penalty: 3272.852295
	Iteration 62Q: 3 clusters Score -1852140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1852140.125000 Penalty: 3272.852295
	Iteration 63F: 3 clusters Score -1852140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Entering Unmasked Estep 
Score: -1744099.250000 Penalty: 1606.926636
	Iteration 0F: 2 clusters Score -1744099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1730820.250000 Penalty: 3213.853271
	Iteration 0F: 3 clusters Score -1730820 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1735874.125000 Penalty: 3213.853271
	Iteration 1F: 3 clusters Score -1735874 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1736410.500000 Penalty: 3213.853271
	Iteration 2F: 3 clusters Score -1736410 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1737051.375000 Penalty: 3213.853271
	Iteration 3F: 3 clusters Score -1737051 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1737888.625000 Penalty: 3213.853271
	Iteration 4F: 3 clusters Score -1737889 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1738917.250000 Penalty: 3213.853271
	Iteration 5F: 3 clusters Score -1738917 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1739980.000000 Penalty: 3213.853271
	Iteration 6F: 3 clusters Score -1739980 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1740858.625000 Penalty: 3213.853271
	Iteration 7F: 3 clusters Score -1740859 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1741438.125000 Penalty: 3213.853271
	Iteration 8Q: 3 clusters Score -1741438 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1741789.000000 Penalty: 3213.853271
	Iteration 9Q: 3 clusters Score -1741789 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1741996.625000 Penalty: 3213.853271
	Iteration 10Q: 3 clusters Score -1741997 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1742146.125000 Penalty: 3213.853271
	Iteration 11Q: 3 clusters Score -1742146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1742253.500000 Penalty: 3213.853271
	Iteration 12Q: 3 clusters Score -1742254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1742377.000000 Penalty: 3213.853271
	Iteration 13Q: 3 clusters Score -1742377 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1742494.500000 Penalty: 3213.853271
	Iteration 14Q: 3 clusters Score -1742494 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1742603.875000 Penalty: 3213.853271
	Iteration 15Q: 3 clusters Score -1742604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1742702.000000 Penalty: 3213.853271
	Iteration 16Q: 3 clusters Score -1742702 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1742798.375000 Penalty: 3213.853271
	Iteration 17Q: 3 clusters Score -1742798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1742902.375000 Penalty: 3213.853271
	Iteration 18Q: 3 clusters Score -1742902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1743005.250000 Penalty: 3213.853271
	Iteration 19Q: 3 clusters Score -1743005 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1743093.125000 Penalty: 3213.853271
	Iteration 20F: 3 clusters Score -1743093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1743154.875000 Penalty: 3213.853271
	Iteration 21Q: 3 clusters Score -1743155 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1743209.375000 Penalty: 3213.853271
	Iteration 22Q: 3 clusters Score -1743209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1743248.875000 Penalty: 3213.853271
	Iteration 23Q: 3 clusters Score -1743249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1743278.875000 Penalty: 3213.853271
	Iteration 24Q: 3 clusters Score -1743279 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1743302.250000 Penalty: 3213.853271
	Iteration 25Q: 3 clusters Score -1743302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1743317.500000 Penalty: 3213.853271
	Iteration 26Q: 3 clusters Score -1743318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1743338.250000 Penalty: 3213.853271
	Iteration 27Q: 3 clusters Score -1743338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1743366.500000 Penalty: 3213.853271
	Iteration 28Q: 3 clusters Score -1743366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1743375.000000 Penalty: 3213.853271
	Iteration 29Q: 3 clusters Score -1743375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1743376.000000 Penalty: 3213.853271
	Iteration 30Q: 3 clusters Score -1743376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1743392.750000 Penalty: 3213.853271
	Iteration 31Q: 3 clusters Score -1743393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1743394.625000 Penalty: 3213.853271
	Iteration 32Q: 3 clusters Score -1743395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1743405.375000 Penalty: 3213.853271
	Iteration 33Q: 3 clusters Score -1743405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1743405.250000 Penalty: 3213.853271
	Iteration 34Q: 3 clusters Score -1743405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1743412.000000 Penalty: 3213.853271
	Iteration 35Q: 3 clusters Score -1743412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1743418.500000 Penalty: 3213.853271
	Iteration 36Q: 3 clusters Score -1743418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1743420.375000 Penalty: 3213.853271
	Iteration 37Q: 3 clusters Score -1743420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1743420.625000 Penalty: 3213.853271
	Iteration 38Q: 3 clusters Score -1743421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1743421.000000 Penalty: 3213.853271
	Iteration 39Q: 3 clusters Score -1743421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1743426.625000 Penalty: 3213.853271
	Iteration 40F: 3 clusters Score -1743427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1743431.375000 Penalty: 3213.853271
	Iteration 41Q: 3 clusters Score -1743431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1743430.000000 Penalty: 3213.853271
	Iteration 42Q: 3 clusters Score -1743430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1743430.250000 Penalty: 3213.853271
	Iteration 43Q: 3 clusters Score -1743430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1743429.000000 Penalty: 3213.853271
	Iteration 44Q: 3 clusters Score -1743429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1743430.125000 Penalty: 3213.853271
	Iteration 45Q: 3 clusters Score -1743430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1743431.375000 Penalty: 3213.853271
	Iteration 46Q: 3 clusters Score -1743431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1743433.250000 Penalty: 3213.853271
	Iteration 47Q: 3 clusters Score -1743433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1743433.250000 Penalty: 3213.853271
	Iteration 48F: 3 clusters Score -1743433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Entering Unmasked Estep 
Score: -2684920.500000 Penalty: 1678.661621
	Iteration 0F: 2 clusters Score -2684920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2664270.500000 Penalty: 3357.323242
	Iteration 0F: 3 clusters Score -2664270 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2672032.750000 Penalty: 3357.323242
	Iteration 1F: 3 clusters Score -2672033 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2672339.000000 Penalty: 3357.323242
	Iteration 2Q: 3 clusters Score -2672339 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2672598.750000 Penalty: 3357.323242
	Iteration 3Q: 3 clusters Score -2672599 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2672819.750000 Penalty: 3357.323242
	Iteration 4Q: 3 clusters Score -2672820 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2673062.000000 Penalty: 3357.323242
	Iteration 5Q: 3 clusters Score -2673062 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2673390.000000 Penalty: 3357.323242
	Iteration 6Q: 3 clusters Score -2673390 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2673760.500000 Penalty: 3357.323242
	Iteration 7Q: 3 clusters Score -2673760 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2674384.000000 Penalty: 3357.323242
	Iteration 8Q: 3 clusters Score -2674384 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2675345.500000 Penalty: 3357.323242
	Iteration 9F: 3 clusters Score -2675346 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2676741.000000 Penalty: 3357.323242
	Iteration 10F: 3 clusters Score -2676741 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2678577.000000 Penalty: 3357.323242
	Iteration 11F: 3 clusters Score -2678577 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2680532.750000 Penalty: 3357.323242
	Iteration 12F: 3 clusters Score -2680533 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -2682026.000000 Penalty: 3357.323242
	Iteration 13F: 3 clusters Score -2682026 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -2682832.500000 Penalty: 3357.323242
	Iteration 14Q: 3 clusters Score -2682832 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -2683166.750000 Penalty: 3357.323242
	Iteration 15Q: 3 clusters Score -2683167 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -2683284.000000 Penalty: 3357.323242
	Iteration 16Q: 3 clusters Score -2683284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2683338.500000 Penalty: 3357.323242
	Iteration 17Q: 3 clusters Score -2683338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2683372.000000 Penalty: 3357.323242
	Iteration 18Q: 3 clusters Score -2683372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -2683394.000000 Penalty: 3357.323242
	Iteration 19Q: 3 clusters Score -2683394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -2683406.500000 Penalty: 3357.323242
	Iteration 20F: 3 clusters Score -2683406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -2683416.000000 Penalty: 3357.323242
	Iteration 21Q: 3 clusters Score -2683416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2683421.500000 Penalty: 3357.323242
	Iteration 22Q: 3 clusters Score -2683422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2683434.500000 Penalty: 3357.323242
	Iteration 23Q: 3 clusters Score -2683434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2683442.250000 Penalty: 3357.323242
	Iteration 24Q: 3 clusters Score -2683442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2683445.750000 Penalty: 3357.323242
	Iteration 25Q: 3 clusters Score -2683446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -2683446.000000 Penalty: 3357.323242
	Iteration 26Q: 3 clusters Score -2683446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -2683446.000000 Penalty: 3357.323242
	Iteration 27F: 3 clusters Score -2683446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Entering Unmasked Estep 
Score: -1371526.750000 Penalty: 1592.033081
	Iteration 0F: 2 clusters Score -1371527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1359156.000000 Penalty: 3184.066162
	Iteration 0F: 3 clusters Score -1359156 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1364148.375000 Penalty: 3184.066162
	Iteration 1F: 3 clusters Score -1364148 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1365173.125000 Penalty: 3184.066162
	Iteration 2F: 3 clusters Score -1365173 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1366210.500000 Penalty: 3184.066162
	Iteration 3F: 3 clusters Score -1366210 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1367195.125000 Penalty: 3184.066162
	Iteration 4F: 3 clusters Score -1367195 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1367979.250000 Penalty: 3184.066162
	Iteration 5F: 3 clusters Score -1367979 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1368691.875000 Penalty: 3184.066162
	Iteration 6F: 3 clusters Score -1368692 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1369383.500000 Penalty: 3184.066162
	Iteration 7Q: 3 clusters Score -1369384 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1369814.250000 Penalty: 3184.066162
	Iteration 8Q: 3 clusters Score -1369814 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1370076.375000 Penalty: 3184.066162
	Iteration 9Q: 3 clusters Score -1370076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1370254.625000 Penalty: 3184.066162
	Iteration 10Q: 3 clusters Score -1370255 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1370382.000000 Penalty: 3184.066162
	Iteration 11Q: 3 clusters Score -1370382 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1370481.625000 Penalty: 3184.066162
	Iteration 12Q: 3 clusters Score -1370482 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1370551.250000 Penalty: 3184.066162
	Iteration 13Q: 3 clusters Score -1370551 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1370610.000000 Penalty: 3184.066162
	Iteration 14Q: 3 clusters Score -1370610 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1370663.375000 Penalty: 3184.066162
	Iteration 15Q: 3 clusters Score -1370663 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1370702.250000 Penalty: 3184.066162
	Iteration 16Q: 3 clusters Score -1370702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1370740.375000 Penalty: 3184.066162
	Iteration 17Q: 3 clusters Score -1370740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1370767.750000 Penalty: 3184.066162
	Iteration 18Q: 3 clusters Score -1370768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1370790.125000 Penalty: 3184.066162
	Iteration 19Q: 3 clusters Score -1370790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1370826.250000 Penalty: 3184.066162
	Iteration 20F: 3 clusters Score -1370826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1370875.625000 Penalty: 3184.066162
	Iteration 21Q: 3 clusters Score -1370876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1370927.125000 Penalty: 3184.066162
	Iteration 22Q: 3 clusters Score -1370927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1370967.250000 Penalty: 3184.066162
	Iteration 23Q: 3 clusters Score -1370967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1370998.500000 Penalty: 3184.066162
	Iteration 24Q: 3 clusters Score -1370998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1371031.875000 Penalty: 3184.066162
	Iteration 25Q: 3 clusters Score -1371032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1371064.500000 Penalty: 3184.066162
	Iteration 26Q: 3 clusters Score -1371064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1371114.875000 Penalty: 3184.066162
	Iteration 27Q: 3 clusters Score -1371115 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1371168.875000 Penalty: 3184.066162
	Iteration 28Q: 3 clusters Score -1371169 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1371226.625000 Penalty: 3184.066162
	Iteration 29Q: 3 clusters Score -1371227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1371299.250000 Penalty: 3184.066162
	Iteration 30Q: 3 clusters Score -1371299 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1371358.000000 Penalty: 3184.066162
	Iteration 31Q: 3 clusters Score -1371358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1371402.000000 Penalty: 3184.066162
	Iteration 32Q: 3 clusters Score -1371402 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1371431.000000 Penalty: 3184.066162
	Iteration 33Q: 3 clusters Score -1371431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1371453.500000 Penalty: 3184.066162
	Iteration 34Q: 3 clusters Score -1371454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1371475.375000 Penalty: 3184.066162
	Iteration 35Q: 3 clusters Score -1371475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1371486.375000 Penalty: 3184.066162
	Iteration 36Q: 3 clusters Score -1371486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1371497.375000 Penalty: 3184.066162
	Iteration 37Q: 3 clusters Score -1371497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1371507.750000 Penalty: 3184.066162
	Iteration 38Q: 3 clusters Score -1371508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1371517.625000 Penalty: 3184.066162
	Iteration 39Q: 3 clusters Score -1371518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1371534.500000 Penalty: 3184.066162
	Iteration 40F: 3 clusters Score -1371534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1371544.750000 Penalty: 3184.066162
	Iteration 41Q: 3 clusters Score -1371545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1371558.625000 Penalty: 3184.066162
	Iteration 42Q: 3 clusters Score -1371559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1371563.750000 Penalty: 3184.066162
	Iteration 43Q: 3 clusters Score -1371564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1371577.875000 Penalty: 3184.066162
	Iteration 44Q: 3 clusters Score -1371578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1371581.125000 Penalty: 3184.066162
	Iteration 45Q: 3 clusters Score -1371581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1371590.250000 Penalty: 3184.066162
	Iteration 46Q: 3 clusters Score -1371590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1371596.500000 Penalty: 3184.066162
	Iteration 47Q: 3 clusters Score -1371596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1371601.875000 Penalty: 3184.066162
	Iteration 48Q: 3 clusters Score -1371602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1371611.000000 Penalty: 3184.066162
	Iteration 49Q: 3 clusters Score -1371611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1371616.250000 Penalty: 3184.066162
	Iteration 50Q: 3 clusters Score -1371616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1371617.500000 Penalty: 3184.066162
	Iteration 51Q: 3 clusters Score -1371618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1371617.750000 Penalty: 3184.066162
	Iteration 52Q: 3 clusters Score -1371618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1371619.375000 Penalty: 3184.066162
	Iteration 53Q: 3 clusters Score -1371619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1371620.875000 Penalty: 3184.066162
	Iteration 54Q: 3 clusters Score -1371621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1371625.500000 Penalty: 3184.066162
	Iteration 55Q: 3 clusters Score -1371626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1371622.625000 Penalty: 3184.066162
	Iteration 56Q: 3 clusters Score -1371623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1371620.750000 Penalty: 3184.066162
	Iteration 57Q: 3 clusters Score -1371621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1371620.750000 Penalty: 3184.066162
	Iteration 58Q: 3 clusters Score -1371621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1371625.875000 Penalty: 3184.066162
	Iteration 59Q: 3 clusters Score -1371626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1371624.125000 Penalty: 3184.066162
	Iteration 60F: 3 clusters Score -1371624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1371626.500000 Penalty: 3184.066162
	Iteration 61Q: 3 clusters Score -1371626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1371624.250000 Penalty: 3184.066162
	Iteration 62Q: 3 clusters Score -1371624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1371626.125000 Penalty: 3184.066162
	Iteration 63Q: 3 clusters Score -1371626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1371628.250000 Penalty: 3184.066162
	Iteration 64Q: 3 clusters Score -1371628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1371628.500000 Penalty: 3184.066162
	Iteration 65Q: 3 clusters Score -1371628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1371629.750000 Penalty: 3184.066162
	Iteration 66Q: 3 clusters Score -1371630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1371630.875000 Penalty: 3184.066162
	Iteration 67Q: 3 clusters Score -1371631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1371630.000000 Penalty: 3184.066162
	Iteration 68Q: 3 clusters Score -1371630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1371632.125000 Penalty: 3184.066162
	Iteration 69Q: 3 clusters Score -1371632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1371633.250000 Penalty: 3184.066162
	Iteration 70Q: 3 clusters Score -1371633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1371630.500000 Penalty: 3184.066162
	Iteration 71Q: 3 clusters Score -1371630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1371629.500000 Penalty: 3184.066162
	Iteration 72Q: 3 clusters Score -1371630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1371631.250000 Penalty: 3184.066162
	Iteration 73Q: 3 clusters Score -1371631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1371630.000000 Penalty: 3184.066162
	Iteration 74Q: 3 clusters Score -1371630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1371631.625000 Penalty: 3184.066162
	Iteration 75Q: 3 clusters Score -1371632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1371630.625000 Penalty: 3184.066162
	Iteration 76Q: 3 clusters Score -1371631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1371632.000000 Penalty: 3184.066162
	Iteration 77Q: 3 clusters Score -1371632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1371632.000000 Penalty: 3184.066162
	Iteration 78F: 3 clusters Score -1371632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 14052 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 651 members 
Mstep: Class 31 contains 3930 members 
Entering Unmasked Estep 
Score: -76315344.000000 Penalty: 69039.414062
Splitting cluster 20 changes total score from -76315712.000000 to -76315344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -359237.750000 Penalty: 1358.967285
	Iteration 0F: 2 clusters Score -359237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355677.968750 Penalty: 2717.934570
	Iteration 0F: 3 clusters Score -355678 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -356670.062500 Penalty: 2717.934570
	Iteration 1F: 3 clusters Score -356670.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -356863.531250 Penalty: 2717.934570
	Iteration 2F: 3 clusters Score -356863.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -357034.843750 Penalty: 2717.934570
	Iteration 3F: 3 clusters Score -357034.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -357221.468750 Penalty: 2717.934570
	Iteration 4F: 3 clusters Score -357221.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -357432.906250 Penalty: 2717.934570
	Iteration 5F: 3 clusters Score -357432.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -357645.750000 Penalty: 2717.934570
	Iteration 6Q: 3 clusters Score -357645.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -357850.093750 Penalty: 2717.934570
	Iteration 7Q: 3 clusters Score -357850.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -358043.812500 Penalty: 2717.934570
	Iteration 8Q: 3 clusters Score -358043.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -358235.125000 Penalty: 2717.934570
	Iteration 9Q: 3 clusters Score -358235.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -358395.562500 Penalty: 2717.934570
	Iteration 10Q: 3 clusters Score -358395.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -358518.468750 Penalty: 2717.934570
	Iteration 11Q: 3 clusters Score -358518.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -358603.406250 Penalty: 2717.934570
	Iteration 12Q: 3 clusters Score -358603.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -358659.750000 Penalty: 2717.934570
	Iteration 13Q: 3 clusters Score -358659.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -358710.531250 Penalty: 2717.934570
	Iteration 14Q: 3 clusters Score -358710.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -358763.000000 Penalty: 2717.934570
	Iteration 15Q: 3 clusters Score -358763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -358825.343750 Penalty: 2717.934570
	Iteration 16Q: 3 clusters Score -358825.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -358881.343750 Penalty: 2717.934570
	Iteration 17Q: 3 clusters Score -358881.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -358922.187500 Penalty: 2717.934570
	Iteration 18Q: 3 clusters Score -358922.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -358944.718750 Penalty: 2717.934570
	Iteration 19Q: 3 clusters Score -358944.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -358954.031250 Penalty: 2717.934570
	Iteration 20F: 3 clusters Score -358954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -358963.031250 Penalty: 2717.934570
	Iteration 21Q: 3 clusters Score -358963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -358967.125000 Penalty: 2717.934570
	Iteration 22Q: 3 clusters Score -358967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -358972.531250 Penalty: 2717.934570
	Iteration 23Q: 3 clusters Score -358972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -358977.343750 Penalty: 2717.934570
	Iteration 24Q: 3 clusters Score -358977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -358981.468750 Penalty: 2717.934570
	Iteration 25Q: 3 clusters Score -358981.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -358987.062500 Penalty: 2717.934570
	Iteration 26Q: 3 clusters Score -358987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -358991.093750 Penalty: 2717.934570
	Iteration 27Q: 3 clusters Score -358991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -358993.156250 Penalty: 2717.934570
	Iteration 28Q: 3 clusters Score -358993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -358994.968750 Penalty: 2717.934570
	Iteration 29Q: 3 clusters Score -358995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -358997.281250 Penalty: 2717.934570
	Iteration 30Q: 3 clusters Score -358997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -358997.125000 Penalty: 2717.934570
	Iteration 31Q: 3 clusters Score -358997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -358996.875000 Penalty: 2717.934570
	Iteration 32Q: 3 clusters Score -358996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -358997.875000 Penalty: 2717.934570
	Iteration 33Q: 3 clusters Score -358997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -358998.625000 Penalty: 2717.934570
	Iteration 34Q: 3 clusters Score -358998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -358998.625000 Penalty: 2717.934570
	Iteration 35F: 3 clusters Score -358998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Entering Unmasked Estep 
Score: -15791010.000000 Penalty: 1960.367432
	Iteration 0F: 2 clusters Score -1.579101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -15674963.000000 Penalty: 3920.734863
	Iteration 0F: 3 clusters Score -1.567496e+07 nChanged 83862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -15724304.000000 Penalty: 3920.734863
	Iteration 1F: 3 clusters Score -1.57243e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -15725616.000000 Penalty: 3920.734863
	Iteration 2Q: 3 clusters Score -1.572562e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -15727531.000000 Penalty: 3920.734863
	Iteration 3Q: 3 clusters Score -1.572753e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -15730507.000000 Penalty: 3920.734863
	Iteration 4Q: 3 clusters Score -1.573051e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -15735387.000000 Penalty: 3920.734863
	Iteration 5F: 3 clusters Score -1.573539e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -15742272.000000 Penalty: 3920.734863
	Iteration 6F: 3 clusters Score -1.574227e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -15751100.000000 Penalty: 3920.734863
	Iteration 7F: 3 clusters Score -1.57511e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 137186 members 
Entering Unmasked Estep 
Score: -15760711.000000 Penalty: 3920.734863
	Iteration 8F: 3 clusters Score -1.576071e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -15769057.000000 Penalty: 3920.734863
	Iteration 9F: 3 clusters Score -1.576906e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 156616 members 
Entering Unmasked Estep 
Score: -15775871.000000 Penalty: 3920.734863
	Iteration 10F: 3 clusters Score -1.577587e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -15780715.000000 Penalty: 3920.734863
	Iteration 11Q: 3 clusters Score -1.578072e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -15784297.000000 Penalty: 3920.734863
	Iteration 12Q: 3 clusters Score -1.57843e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -15786723.000000 Penalty: 3920.734863
	Iteration 13Q: 3 clusters Score -1.578672e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -15788137.000000 Penalty: 3920.734863
	Iteration 14Q: 3 clusters Score -1.578814e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 172669 members 
Entering Unmasked Estep 
Score: -15788826.000000 Penalty: 3920.734863
	Iteration 15Q: 3 clusters Score -1.578883e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172935 members 
Entering Unmasked Estep 
Score: -15789116.000000 Penalty: 3920.734863
	Iteration 16Q: 3 clusters Score -1.578912e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -15789233.000000 Penalty: 3920.734863
	Iteration 17Q: 3 clusters Score -1.578923e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -15789319.000000 Penalty: 3920.734863
	Iteration 18Q: 3 clusters Score -1.578932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -15789366.000000 Penalty: 3920.734863
	Iteration 19Q: 3 clusters Score -1.578937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173118 members 
Entering Unmasked Estep 
Score: -15789432.000000 Penalty: 3920.734863
	Iteration 20F: 3 clusters Score -1.578943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173133 members 
Entering Unmasked Estep 
Score: -15789469.000000 Penalty: 3920.734863
	Iteration 21Q: 3 clusters Score -1.578947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 173147 members 
Entering Unmasked Estep 
Score: -15789490.000000 Penalty: 3920.734863
	Iteration 22Q: 3 clusters Score -1.578949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -15789520.000000 Penalty: 3920.734863
	Iteration 23Q: 3 clusters Score -1.578952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -15789552.000000 Penalty: 3920.734863
	Iteration 24Q: 3 clusters Score -1.578955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -15789576.000000 Penalty: 3920.734863
	Iteration 25Q: 3 clusters Score -1.578958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -15789595.000000 Penalty: 3920.734863
	Iteration 26Q: 3 clusters Score -1.57896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -15789598.000000 Penalty: 3920.734863
	Iteration 27Q: 3 clusters Score -1.57896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -15789616.000000 Penalty: 3920.734863
	Iteration 28Q: 3 clusters Score -1.578962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173112 members 
Entering Unmasked Estep 
Score: -15789626.000000 Penalty: 3920.734863
	Iteration 29Q: 3 clusters Score -1.578963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -15789647.000000 Penalty: 3920.734863
	Iteration 30Q: 3 clusters Score -1.578965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -15789656.000000 Penalty: 3920.734863
	Iteration 31Q: 3 clusters Score -1.578966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -15789672.000000 Penalty: 3920.734863
	Iteration 32Q: 3 clusters Score -1.578967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -15789666.000000 Penalty: 3920.734863
	Iteration 33Q: 3 clusters Score -1.578967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -15789658.000000 Penalty: 3920.734863
	Iteration 34Q: 3 clusters Score -1.578966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -15789666.000000 Penalty: 3920.734863
	Iteration 35Q: 3 clusters Score -1.578967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -15789673.000000 Penalty: 3920.734863
	Iteration 36Q: 3 clusters Score -1.578967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 173110 members 
Entering Unmasked Estep 
Score: -15789671.000000 Penalty: 3920.734863
	Iteration 37Q: 3 clusters Score -1.578967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -15789679.000000 Penalty: 3920.734863
	Iteration 38Q: 3 clusters Score -1.578968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -15789679.000000 Penalty: 3920.734863
	Iteration 39F: 3 clusters Score -1.578968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Entering Unmasked Estep 
Score: -1602738.250000 Penalty: 1597.025269
	Iteration 0F: 2 clusters Score -1602738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1590085.250000 Penalty: 3194.050537
	Iteration 0F: 3 clusters Score -1590085 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1594615.375000 Penalty: 3194.050537
	Iteration 1F: 3 clusters Score -1594615 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1594867.625000 Penalty: 3194.050537
	Iteration 2Q: 3 clusters Score -1594868 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1595077.875000 Penalty: 3194.050537
	Iteration 3Q: 3 clusters Score -1595078 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1595274.375000 Penalty: 3194.050537
	Iteration 4Q: 3 clusters Score -1595274 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1595501.000000 Penalty: 3194.050537
	Iteration 5Q: 3 clusters Score -1595501 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1595748.250000 Penalty: 3194.050537
	Iteration 6Q: 3 clusters Score -1595748 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1596081.500000 Penalty: 3194.050537
	Iteration 7Q: 3 clusters Score -1596082 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1596580.000000 Penalty: 3194.050537
	Iteration 8Q: 3 clusters Score -1596580 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1597277.250000 Penalty: 3194.050537
	Iteration 9F: 3 clusters Score -1597277 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1598137.125000 Penalty: 3194.050537
	Iteration 10F: 3 clusters Score -1598137 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1598993.125000 Penalty: 3194.050537
	Iteration 11F: 3 clusters Score -1598993 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1599704.500000 Penalty: 3194.050537
	Iteration 12Q: 3 clusters Score -1599704 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1600257.250000 Penalty: 3194.050537
	Iteration 13Q: 3 clusters Score -1600257 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1600594.250000 Penalty: 3194.050537
	Iteration 14Q: 3 clusters Score -1600594 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1600812.875000 Penalty: 3194.050537
	Iteration 15Q: 3 clusters Score -1600813 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1600956.875000 Penalty: 3194.050537
	Iteration 16Q: 3 clusters Score -1600957 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1601057.000000 Penalty: 3194.050537
	Iteration 17Q: 3 clusters Score -1601057 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1601130.625000 Penalty: 3194.050537
	Iteration 18Q: 3 clusters Score -1601131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1601194.250000 Penalty: 3194.050537
	Iteration 19Q: 3 clusters Score -1601194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1601231.625000 Penalty: 3194.050537
	Iteration 20F: 3 clusters Score -1601232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1601268.750000 Penalty: 3194.050537
	Iteration 21Q: 3 clusters Score -1601269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1601289.125000 Penalty: 3194.050537
	Iteration 22Q: 3 clusters Score -1601289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1601307.375000 Penalty: 3194.050537
	Iteration 23Q: 3 clusters Score -1601307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1601315.625000 Penalty: 3194.050537
	Iteration 24Q: 3 clusters Score -1601316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1601321.875000 Penalty: 3194.050537
	Iteration 25Q: 3 clusters Score -1601322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1601328.375000 Penalty: 3194.050537
	Iteration 26Q: 3 clusters Score -1601328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1601335.000000 Penalty: 3194.050537
	Iteration 27Q: 3 clusters Score -1601335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1601344.625000 Penalty: 3194.050537
	Iteration 28Q: 3 clusters Score -1601345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1601355.750000 Penalty: 3194.050537
	Iteration 29Q: 3 clusters Score -1601356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1601357.750000 Penalty: 3194.050537
	Iteration 30Q: 3 clusters Score -1601358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1601366.750000 Penalty: 3194.050537
	Iteration 31Q: 3 clusters Score -1601367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1601371.375000 Penalty: 3194.050537
	Iteration 32Q: 3 clusters Score -1601371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1601375.500000 Penalty: 3194.050537
	Iteration 33Q: 3 clusters Score -1601376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1601383.875000 Penalty: 3194.050537
	Iteration 34Q: 3 clusters Score -1601384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1601386.875000 Penalty: 3194.050537
	Iteration 35Q: 3 clusters Score -1601387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1601388.750000 Penalty: 3194.050537
	Iteration 36Q: 3 clusters Score -1601389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1601387.750000 Penalty: 3194.050537
	Iteration 37Q: 3 clusters Score -1601388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1601388.250000 Penalty: 3194.050537
	Iteration 38Q: 3 clusters Score -1601388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1601389.000000 Penalty: 3194.050537
	Iteration 39Q: 3 clusters Score -1601389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1601389.000000 Penalty: 3194.050537
	Iteration 40F: 3 clusters Score -1601389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Entering Unmasked Estep 
Score: -2409516.750000 Penalty: 1664.971313
	Iteration 0F: 2 clusters Score -2409517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2390354.250000 Penalty: 3329.942627
	Iteration 0F: 3 clusters Score -2390354 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2397565.000000 Penalty: 3329.942627
	Iteration 1F: 3 clusters Score -2397565 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2398136.500000 Penalty: 3329.942627
	Iteration 2F: 3 clusters Score -2398136 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2398821.000000 Penalty: 3329.942627
	Iteration 3F: 3 clusters Score -2398821 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2399763.750000 Penalty: 3329.942627
	Iteration 4F: 3 clusters Score -2399764 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2401019.500000 Penalty: 3329.942627
	Iteration 5F: 3 clusters Score -2401020 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2402583.500000 Penalty: 3329.942627
	Iteration 6F: 3 clusters Score -2402584 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2404228.000000 Penalty: 3329.942627
	Iteration 7F: 3 clusters Score -2404228 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2405675.000000 Penalty: 3329.942627
	Iteration 8F: 3 clusters Score -2405675 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2406726.750000 Penalty: 3329.942627
	Iteration 9Q: 3 clusters Score -2406727 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2407340.250000 Penalty: 3329.942627
	Iteration 10Q: 3 clusters Score -2407340 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2407657.750000 Penalty: 3329.942627
	Iteration 11Q: 3 clusters Score -2407658 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2407828.250000 Penalty: 3329.942627
	Iteration 12Q: 3 clusters Score -2407828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2407950.000000 Penalty: 3329.942627
	Iteration 13Q: 3 clusters Score -2407950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -2408016.250000 Penalty: 3329.942627
	Iteration 14Q: 3 clusters Score -2408016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2408046.500000 Penalty: 3329.942627
	Iteration 15Q: 3 clusters Score -2408046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -2408054.000000 Penalty: 3329.942627
	Iteration 16Q: 3 clusters Score -2408054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2408055.250000 Penalty: 3329.942627
	Iteration 17Q: 3 clusters Score -2408055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2408055.250000 Penalty: 3329.942627
	Iteration 18F: 3 clusters Score -2408055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -416639.750000 Penalty: 1380.096436
	Iteration 0F: 2 clusters Score -416639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -412768.781250 Penalty: 2760.192871
	Iteration 0F: 3 clusters Score -412768.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -413866.343750 Penalty: 2760.192871
	Iteration 1F: 3 clusters Score -413866.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -414059.625000 Penalty: 2760.192871
	Iteration 2F: 3 clusters Score -414059.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -414241.156250 Penalty: 2760.192871
	Iteration 3F: 3 clusters Score -414241.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -414412.406250 Penalty: 2760.192871
	Iteration 4F: 3 clusters Score -414412.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -414569.750000 Penalty: 2760.192871
	Iteration 5Q: 3 clusters Score -414569.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -414717.468750 Penalty: 2760.192871
	Iteration 6Q: 3 clusters Score -414717.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -414874.625000 Penalty: 2760.192871
	Iteration 7Q: 3 clusters Score -414874.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -415020.093750 Penalty: 2760.192871
	Iteration 8Q: 3 clusters Score -415020.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -415167.343750 Penalty: 2760.192871
	Iteration 9Q: 3 clusters Score -415167.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -415277.437500 Penalty: 2760.192871
	Iteration 10Q: 3 clusters Score -415277.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -415372.718750 Penalty: 2760.192871
	Iteration 11Q: 3 clusters Score -415372.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -415427.375000 Penalty: 2760.192871
	Iteration 12Q: 3 clusters Score -415427.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -415462.656250 Penalty: 2760.192871
	Iteration 13Q: 3 clusters Score -415462.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -415495.031250 Penalty: 2760.192871
	Iteration 14Q: 3 clusters Score -415495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -415523.468750 Penalty: 2760.192871
	Iteration 15Q: 3 clusters Score -415523.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -415540.843750 Penalty: 2760.192871
	Iteration 16Q: 3 clusters Score -415540.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -415549.468750 Penalty: 2760.192871
	Iteration 17Q: 3 clusters Score -415549.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -415558.906250 Penalty: 2760.192871
	Iteration 18Q: 3 clusters Score -415558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -415567.000000 Penalty: 2760.192871
	Iteration 19Q: 3 clusters Score -415567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -415570.343750 Penalty: 2760.192871
	Iteration 20F: 3 clusters Score -415570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -415571.500000 Penalty: 2760.192871
	Iteration 21Q: 3 clusters Score -415571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -415574.343750 Penalty: 2760.192871
	Iteration 22Q: 3 clusters Score -415574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -415574.593750 Penalty: 2760.192871
	Iteration 23Q: 3 clusters Score -415574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -415575.437500 Penalty: 2760.192871
	Iteration 24Q: 3 clusters Score -415575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -415576.562500 Penalty: 2760.192871
	Iteration 25Q: 3 clusters Score -415576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -415576.625000 Penalty: 2760.192871
	Iteration 26Q: 3 clusters Score -415576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -415576.781250 Penalty: 2760.192871
	Iteration 27Q: 3 clusters Score -415576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -415577.062500 Penalty: 2760.192871
	Iteration 28Q: 3 clusters Score -415577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -415577.062500 Penalty: 2760.192871
	Iteration 29F: 3 clusters Score -415577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -82125.507812 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -82125.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80689.812500 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -80689.81 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80989.304688 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -80989.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81062.992188 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -81062.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -81111.671875 Penalty: 2265.792236
	Iteration 3Q: 3 clusters Score -81111.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -81148.585938 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -81148.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81186.570312 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -81186.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81204.414062 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -81204.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81222.343750 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -81222.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81234.921875 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -81234.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -81246.078125 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -81246.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -81257.203125 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -81257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81267.820312 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -81267.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81279.687500 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -81279.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81285.531250 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -81285.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -81288.992188 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -81288.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -81293.390625 Penalty: 2265.792236
	Iteration 15Q: 3 clusters Score -81293.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -81295.351562 Penalty: 2265.792236
	Iteration 16Q: 3 clusters Score -81295.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -81297.484375 Penalty: 2265.792236
	Iteration 17Q: 3 clusters Score -81297.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81299.382812 Penalty: 2265.792236
	Iteration 18Q: 3 clusters Score -81299.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81300.632812 Penalty: 2265.792236
	Iteration 19Q: 3 clusters Score -81300.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81300.632812 Penalty: 2265.792236
	Iteration 20F: 3 clusters Score -81300.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -268152.968750 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -268153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -265155.156250 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -265155.2 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -266124.625000 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -266124.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -266552.968750 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -266553 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -266898.125000 Penalty: 2652.354248
	Iteration 3F: 3 clusters Score -266898.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -267157.437500 Penalty: 2652.354248
	Iteration 4F: 3 clusters Score -267157.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267388.125000 Penalty: 2652.354248
	Iteration 5F: 3 clusters Score -267388.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -267591.000000 Penalty: 2652.354248
	Iteration 6F: 3 clusters Score -267591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -267735.312500 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -267735.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -267888.531250 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -267888.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -267994.187500 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -267994.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -268062.250000 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -268062.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -268101.343750 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -268101.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -268121.656250 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -268121.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -268131.562500 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -268131.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -268138.406250 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -268138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -268145.437500 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -268145.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -268152.718750 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -268152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -268158.343750 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -268158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -268161.562500 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -268161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -268165.343750 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -268165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -268170.531250 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -268170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -268174.031250 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -268174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -268177.937500 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -268177.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -268186.343750 Penalty: 2652.354248
	Iteration 23Q: 3 clusters Score -268186.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -268194.093750 Penalty: 2652.354248
	Iteration 24Q: 3 clusters Score -268194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -268200.218750 Penalty: 2652.354248
	Iteration 25Q: 3 clusters Score -268200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -268205.812500 Penalty: 2652.354248
	Iteration 26Q: 3 clusters Score -268205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -268210.281250 Penalty: 2652.354248
	Iteration 27Q: 3 clusters Score -268210.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -268214.375000 Penalty: 2652.354248
	Iteration 28Q: 3 clusters Score -268214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -268218.250000 Penalty: 2652.354248
	Iteration 29Q: 3 clusters Score -268218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -268223.843750 Penalty: 2652.354248
	Iteration 30Q: 3 clusters Score -268223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -268230.750000 Penalty: 2652.354248
	Iteration 31Q: 3 clusters Score -268230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -268242.781250 Penalty: 2652.354248
	Iteration 32Q: 3 clusters Score -268242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -268268.437500 Penalty: 2652.354248
	Iteration 33Q: 3 clusters Score -268268.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -268313.093750 Penalty: 2652.354248
	Iteration 34Q: 3 clusters Score -268313.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -268356.000000 Penalty: 2652.354248
	Iteration 35Q: 3 clusters Score -268356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -268394.875000 Penalty: 2652.354248
	Iteration 36Q: 3 clusters Score -268394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -268401.937500 Penalty: 2652.354248
	Iteration 37Q: 3 clusters Score -268401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -268403.343750 Penalty: 2652.354248
	Iteration 38Q: 3 clusters Score -268403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -268405.562500 Penalty: 2652.354248
	Iteration 39Q: 3 clusters Score -268405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -268405.562500 Penalty: 2652.354248
	Iteration 40F: 3 clusters Score -268405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 651 members 
Mstep: Class 31 contains 2404 members 
Entering Unmasked Estep 
Score: -76315080.000000 Penalty: 69039.414062
Splitting cluster 27 changes total score from -76315712.000000 to -76315080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -309299.906250 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -309299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -306227.437500 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -306227.4 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -307074.750000 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -307074.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307307.906250 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -307307.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -307497.468750 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -307497.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -307692.562500 Penalty: 2671.193604
	Iteration 4F: 3 clusters Score -307692.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -307879.437500 Penalty: 2671.193604
	Iteration 5F: 3 clusters Score -307879.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -308019.312500 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -308019.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -308154.625000 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -308154.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -308264.500000 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -308264.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308370.656250 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -308370.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -308474.781250 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -308474.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -308566.593750 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -308566.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -308653.500000 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -308653.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -308711.593750 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -308711.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308759.687500 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -308759.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -308800.593750 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -308800.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -308827.312500 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -308827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -308846.718750 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -308846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -308861.125000 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -308861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -308867.468750 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -308867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -308870.406250 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -308870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -308871.656250 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -308871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -308872.718750 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -308872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -308876.343750 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -308876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308880.125000 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -308880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -308882.250000 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -308882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -308882.531250 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -308882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -308885.000000 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -308885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -308884.718750 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -308884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -308885.156250 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -308885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -308885.593750 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -308885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308885.406250 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -308885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -308886.062500 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -308886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -308886.437500 Penalty: 2671.193604
	Iteration 33Q: 3 clusters Score -308886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -308887.031250 Penalty: 2671.193604
	Iteration 34Q: 3 clusters Score -308887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308887.750000 Penalty: 2671.193604
	Iteration 35Q: 3 clusters Score -308887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308887.750000 Penalty: 2671.193604
	Iteration 36F: 3 clusters Score -308887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -170412.312500 Penalty: 1238.762451
	Iteration 0F: 2 clusters Score -170412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -168345.796875 Penalty: 2477.524902
	Iteration 0F: 3 clusters Score -168345.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168859.437500 Penalty: 2477.524902
	Iteration 1F: 3 clusters Score -168859.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -169002.515625 Penalty: 2477.524902
	Iteration 2F: 3 clusters Score -169002.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169123.953125 Penalty: 2477.524902
	Iteration 3F: 3 clusters Score -169124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169227.687500 Penalty: 2477.524902
	Iteration 4F: 3 clusters Score -169227.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169345.593750 Penalty: 2477.524902
	Iteration 5F: 3 clusters Score -169345.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -169441.937500 Penalty: 2477.524902
	Iteration 6Q: 3 clusters Score -169441.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -169513.718750 Penalty: 2477.524902
	Iteration 7Q: 3 clusters Score -169513.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -169583.343750 Penalty: 2477.524902
	Iteration 8Q: 3 clusters Score -169583.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -169634.437500 Penalty: 2477.524902
	Iteration 9Q: 3 clusters Score -169634.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -169665.593750 Penalty: 2477.524902
	Iteration 10Q: 3 clusters Score -169665.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169697.875000 Penalty: 2477.524902
	Iteration 11Q: 3 clusters Score -169697.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -169714.890625 Penalty: 2477.524902
	Iteration 12Q: 3 clusters Score -169714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -169727.406250 Penalty: 2477.524902
	Iteration 13Q: 3 clusters Score -169727.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169739.656250 Penalty: 2477.524902
	Iteration 14Q: 3 clusters Score -169739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -169746.031250 Penalty: 2477.524902
	Iteration 15Q: 3 clusters Score -169746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -169753.578125 Penalty: 2477.524902
	Iteration 16Q: 3 clusters Score -169753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -169756.031250 Penalty: 2477.524902
	Iteration 17Q: 3 clusters Score -169756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -169758.281250 Penalty: 2477.524902
	Iteration 18Q: 3 clusters Score -169758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169760.140625 Penalty: 2477.524902
	Iteration 19Q: 3 clusters Score -169760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -169764.562500 Penalty: 2477.524902
	Iteration 20F: 3 clusters Score -169764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -169766.093750 Penalty: 2477.524902
	Iteration 21Q: 3 clusters Score -169766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -169766.281250 Penalty: 2477.524902
	Iteration 22Q: 3 clusters Score -169766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -169766.984375 Penalty: 2477.524902
	Iteration 23Q: 3 clusters Score -169767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -169768.734375 Penalty: 2477.524902
	Iteration 24Q: 3 clusters Score -169768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -169770.765625 Penalty: 2477.524902
	Iteration 25Q: 3 clusters Score -169770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -169772.328125 Penalty: 2477.524902
	Iteration 26Q: 3 clusters Score -169772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -169775.062500 Penalty: 2477.524902
	Iteration 27Q: 3 clusters Score -169775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -169777.000000 Penalty: 2477.524902
	Iteration 28Q: 3 clusters Score -169777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -169777.000000 Penalty: 2477.524902
	Iteration 29F: 3 clusters Score -169777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140484 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316160.000000 Penalty: 66812.335938
Iteration 158F: 31 clusters Score -7.631616e+07 nChanged 323
Entering ConstructFrom: 
Score: -76316160.000000 Penalty: 66812.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -88440.171875 Penalty: 1142.801392
	Iteration 0F: 2 clusters Score -88440.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86924.609375 Penalty: 2285.602783
	Iteration 0F: 3 clusters Score -86924.61 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87339.281250 Penalty: 2285.602783
	Iteration 1F: 3 clusters Score -87339.28 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -87605.664062 Penalty: 2285.602783
	Iteration 2F: 3 clusters Score -87605.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -87820.703125 Penalty: 2285.602783
	Iteration 3F: 3 clusters Score -87820.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -87967.242188 Penalty: 2285.602783
	Iteration 4F: 3 clusters Score -87967.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88078.765625 Penalty: 2285.602783
	Iteration 5F: 3 clusters Score -88078.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -88142.828125 Penalty: 2285.602783
	Iteration 6Q: 3 clusters Score -88142.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88190.328125 Penalty: 2285.602783
	Iteration 7Q: 3 clusters Score -88190.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88222.273438 Penalty: 2285.602783
	Iteration 8Q: 3 clusters Score -88222.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -88237.859375 Penalty: 2285.602783
	Iteration 9Q: 3 clusters Score -88237.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -88256.367188 Penalty: 2285.602783
	Iteration 10Q: 3 clusters Score -88256.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88266.562500 Penalty: 2285.602783
	Iteration 11Q: 3 clusters Score -88266.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -88273.507812 Penalty: 2285.602783
	Iteration 12Q: 3 clusters Score -88273.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88279.476562 Penalty: 2285.602783
	Iteration 13Q: 3 clusters Score -88279.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -88284.351562 Penalty: 2285.602783
	Iteration 14Q: 3 clusters Score -88284.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88288.437500 Penalty: 2285.602783
	Iteration 15Q: 3 clusters Score -88288.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -88288.437500 Penalty: 2285.602783
	Iteration 16F: 3 clusters Score -88288.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -95538.687500 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -95538.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94015.109375 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -94015.11 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94388.468750 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -94388.47 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -94503.406250 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -94503.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -94590.960938 Penalty: 2294.933838
	Iteration 3F: 3 clusters Score -94590.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -94668.289062 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -94668.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94739.273438 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -94739.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94808.000000 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -94808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94882.164062 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -94882.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94972.062500 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -94972.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95085.585938 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -95085.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95210.898438 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -95210.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95312.656250 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -95312.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95387.937500 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -95387.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95425.976562 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -95425.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -95448.468750 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -95448.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -95455.453125 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -95455.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95457.343750 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -95457.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95457.343750 Penalty: 2294.933838
	Iteration 17F: 3 clusters Score -95457.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -860975.875000 Penalty: 1496.436401
	Iteration 0F: 2 clusters Score -860975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -853869.375000 Penalty: 2992.872803
	Iteration 0F: 3 clusters Score -853869.4 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -857006.125000 Penalty: 2992.872803
	Iteration 1F: 3 clusters Score -857006.1 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -858441.062500 Penalty: 2992.872803
	Iteration 2F: 3 clusters Score -858441.1 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -859755.562500 Penalty: 2992.872803
	Iteration 3F: 3 clusters Score -859755.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -860601.062500 Penalty: 2992.872803
	Iteration 4F: 3 clusters Score -860601.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -860954.750000 Penalty: 2992.872803
	Iteration 5F: 3 clusters Score -860954.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -861115.562500 Penalty: 2992.872803
	Iteration 6Q: 3 clusters Score -861115.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -861197.375000 Penalty: 2992.872803
	Iteration 7Q: 3 clusters Score -861197.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -861243.937500 Penalty: 2992.872803
	Iteration 8Q: 3 clusters Score -861243.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -861269.750000 Penalty: 2992.872803
	Iteration 9Q: 3 clusters Score -861269.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -861284.875000 Penalty: 2992.872803
	Iteration 10Q: 3 clusters Score -861284.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -861298.562500 Penalty: 2992.872803
	Iteration 11Q: 3 clusters Score -861298.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -861306.312500 Penalty: 2992.872803
	Iteration 12Q: 3 clusters Score -861306.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -861309.687500 Penalty: 2992.872803
	Iteration 13Q: 3 clusters Score -861309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -861312.812500 Penalty: 2992.872803
	Iteration 14Q: 3 clusters Score -861312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -861315.000000 Penalty: 2992.872803
	Iteration 15Q: 3 clusters Score -861315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -861319.625000 Penalty: 2992.872803
	Iteration 16Q: 3 clusters Score -861319.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -861328.937500 Penalty: 2992.872803
	Iteration 17Q: 3 clusters Score -861328.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -861331.437500 Penalty: 2992.872803
	Iteration 18Q: 3 clusters Score -861331.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -861335.812500 Penalty: 2992.872803
	Iteration 19Q: 3 clusters Score -861335.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -861339.750000 Penalty: 2992.872803
	Iteration 20F: 3 clusters Score -861339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -861345.875000 Penalty: 2992.872803
	Iteration 21Q: 3 clusters Score -861345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -861350.812500 Penalty: 2992.872803
	Iteration 22Q: 3 clusters Score -861350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -861353.562500 Penalty: 2992.872803
	Iteration 23Q: 3 clusters Score -861353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -861354.187500 Penalty: 2992.872803
	Iteration 24Q: 3 clusters Score -861354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -861355.937500 Penalty: 2992.872803
	Iteration 25Q: 3 clusters Score -861355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -861356.437500 Penalty: 2992.872803
	Iteration 26Q: 3 clusters Score -861356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -861356.625000 Penalty: 2992.872803
	Iteration 27Q: 3 clusters Score -861356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -861356.750000 Penalty: 2992.872803
	Iteration 28Q: 3 clusters Score -861356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -861360.187500 Penalty: 2992.872803
	Iteration 29Q: 3 clusters Score -861360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -861359.687500 Penalty: 2992.872803
	Iteration 30Q: 3 clusters Score -861359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -861359.125000 Penalty: 2992.872803
	Iteration 31Q: 3 clusters Score -861359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -861359.125000 Penalty: 2992.872803
	Iteration 32F: 3 clusters Score -861359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140481 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 786 members 
Mstep: Class 31 contains 8551 members 
Entering Unmasked Estep 
Score: -76315936.000000 Penalty: 69039.414062
Splitting cluster 3 changes total score from -76316160.000000 to -76315936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (80608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Entering Unmasked Estep 
Score: -7189502.000000 Penalty: 1835.819824
	Iteration 0F: 2 clusters Score -7189502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7135509.000000 Penalty: 3671.639648
	Iteration 0F: 3 clusters Score -7135509 nChanged 38537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7158290.500000 Penalty: 3671.639648
	Iteration 1F: 3 clusters Score -7158290 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7159306.000000 Penalty: 3671.639648
	Iteration 2Q: 3 clusters Score -7159306 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -7160569.000000 Penalty: 3671.639648
	Iteration 3Q: 3 clusters Score -7160569 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -7162066.000000 Penalty: 3671.639648
	Iteration 4Q: 3 clusters Score -7162066 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -7164052.500000 Penalty: 3671.639648
	Iteration 5F: 3 clusters Score -7164052 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7166698.000000 Penalty: 3671.639648
	Iteration 6F: 3 clusters Score -7166698 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -7169943.500000 Penalty: 3671.639648
	Iteration 7F: 3 clusters Score -7169944 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -7173599.500000 Penalty: 3671.639648
	Iteration 8F: 3 clusters Score -7173600 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -7176867.000000 Penalty: 3671.639648
	Iteration 9F: 3 clusters Score -7176867 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -7179121.000000 Penalty: 3671.639648
	Iteration 10Q: 3 clusters Score -7179121 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -7180631.500000 Penalty: 3671.639648
	Iteration 11Q: 3 clusters Score -7180632 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -7181705.500000 Penalty: 3671.639648
	Iteration 12Q: 3 clusters Score -7181706 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -7182574.000000 Penalty: 3671.639648
	Iteration 13Q: 3 clusters Score -7182574 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -7183365.000000 Penalty: 3671.639648
	Iteration 14Q: 3 clusters Score -7183365 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -7184056.000000 Penalty: 3671.639648
	Iteration 15Q: 3 clusters Score -7184056 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -7184835.500000 Penalty: 3671.639648
	Iteration 16Q: 3 clusters Score -7184836 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -7185571.500000 Penalty: 3671.639648
	Iteration 17Q: 3 clusters Score -7185572 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -7186286.500000 Penalty: 3671.639648
	Iteration 18Q: 3 clusters Score -7186286 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -7186940.500000 Penalty: 3671.639648
	Iteration 19Q: 3 clusters Score -7186940 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -7187532.500000 Penalty: 3671.639648
	Iteration 20F: 3 clusters Score -7187532 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -7187959.500000 Penalty: 3671.639648
	Iteration 21Q: 3 clusters Score -7187960 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -7188287.000000 Penalty: 3671.639648
	Iteration 22Q: 3 clusters Score -7188287 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -7188442.000000 Penalty: 3671.639648
	Iteration 23Q: 3 clusters Score -7188442 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -7188541.500000 Penalty: 3671.639648
	Iteration 24Q: 3 clusters Score -7188542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -7188587.000000 Penalty: 3671.639648
	Iteration 25Q: 3 clusters Score -7188587 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -7188639.500000 Penalty: 3671.639648
	Iteration 26Q: 3 clusters Score -7188640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -7188663.000000 Penalty: 3671.639648
	Iteration 27Q: 3 clusters Score -7188663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -7188672.500000 Penalty: 3671.639648
	Iteration 28Q: 3 clusters Score -7188672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -7188689.000000 Penalty: 3671.639648
	Iteration 29Q: 3 clusters Score -7188689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -7188697.500000 Penalty: 3671.639648
	Iteration 30Q: 3 clusters Score -7188698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -7188708.500000 Penalty: 3671.639648
	Iteration 31Q: 3 clusters Score -7188708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -7188718.500000 Penalty: 3671.639648
	Iteration 32Q: 3 clusters Score -7188718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -7188714.500000 Penalty: 3671.639648
	Iteration 33Q: 3 clusters Score -7188714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -7188719.000000 Penalty: 3671.639648
	Iteration 34Q: 3 clusters Score -7188719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -7188712.500000 Penalty: 3671.639648
	Iteration 35Q: 3 clusters Score -7188712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -7188715.000000 Penalty: 3671.639648
	Iteration 36Q: 3 clusters Score -7188715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -7188715.500000 Penalty: 3671.639648
	Iteration 37Q: 3 clusters Score -7188716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -7188710.000000 Penalty: 3671.639648
	Iteration 38Q: 3 clusters Score -7188710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -7188717.500000 Penalty: 3671.639648
	Iteration 39Q: 3 clusters Score -7188718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -7188721.000000 Penalty: 3671.639648
	Iteration 40F: 3 clusters Score -7188721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -7188718.000000 Penalty: 3671.639648
	Iteration 41Q: 3 clusters Score -7188718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -7188711.500000 Penalty: 3671.639648
	Iteration 42Q: 3 clusters Score -7188712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -7188718.000000 Penalty: 3671.639648
	Iteration 43Q: 3 clusters Score -7188718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -7188716.000000 Penalty: 3671.639648
	Iteration 44Q: 3 clusters Score -7188716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -7188712.500000 Penalty: 3671.639648
	Iteration 45Q: 3 clusters Score -7188712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -7188714.000000 Penalty: 3671.639648
	Iteration 46Q: 3 clusters Score -7188714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -7188718.500000 Penalty: 3671.639648
	Iteration 47Q: 3 clusters Score -7188718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -7188718.500000 Penalty: 3671.639648
	Iteration 48F: 3 clusters Score -7188718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -215496.843750 Penalty: 1281.304810
	Iteration 0F: 2 clusters Score -215496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -213015.140625 Penalty: 2562.609619
	Iteration 0F: 3 clusters Score -213015.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213828.312500 Penalty: 2562.609619
	Iteration 1F: 3 clusters Score -213828.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -214066.453125 Penalty: 2562.609619
	Iteration 2F: 3 clusters Score -214066.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -214222.421875 Penalty: 2562.609619
	Iteration 3F: 3 clusters Score -214222.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -214355.375000 Penalty: 2562.609619
	Iteration 4F: 3 clusters Score -214355.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -214475.718750 Penalty: 2562.609619
	Iteration 5Q: 3 clusters Score -214475.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -214581.046875 Penalty: 2562.609619
	Iteration 6Q: 3 clusters Score -214581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -214655.578125 Penalty: 2562.609619
	Iteration 7Q: 3 clusters Score -214655.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -214713.296875 Penalty: 2562.609619
	Iteration 8Q: 3 clusters Score -214713.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -214747.625000 Penalty: 2562.609619
	Iteration 9Q: 3 clusters Score -214747.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -214769.062500 Penalty: 2562.609619
	Iteration 10Q: 3 clusters Score -214769.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -214783.453125 Penalty: 2562.609619
	Iteration 11Q: 3 clusters Score -214783.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -214792.562500 Penalty: 2562.609619
	Iteration 12Q: 3 clusters Score -214792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -214797.796875 Penalty: 2562.609619
	Iteration 13Q: 3 clusters Score -214797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -214803.109375 Penalty: 2562.609619
	Iteration 14Q: 3 clusters Score -214803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -214806.703125 Penalty: 2562.609619
	Iteration 15Q: 3 clusters Score -214806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -214812.953125 Penalty: 2562.609619
	Iteration 16Q: 3 clusters Score -214813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -214817.625000 Penalty: 2562.609619
	Iteration 17Q: 3 clusters Score -214817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -214819.515625 Penalty: 2562.609619
	Iteration 18Q: 3 clusters Score -214819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -214819.750000 Penalty: 2562.609619
	Iteration 19Q: 3 clusters Score -214819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -214820.171875 Penalty: 2562.609619
	Iteration 20F: 3 clusters Score -214820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -101460.843750 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -101460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99707.960938 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -99707.96 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100143.062500 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -100143.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -100352.437500 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -100352.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100513.414062 Penalty: 2389.751465
	Iteration 3F: 3 clusters Score -100513.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100637.914062 Penalty: 2389.751465
	Iteration 4F: 3 clusters Score -100637.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100732.093750 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -100732.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -100797.695312 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -100797.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -100844.718750 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -100844.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -100874.500000 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -100874.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -100898.843750 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -100898.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100909.250000 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -100909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -100917.398438 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -100917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100928.210938 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -100928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100937.679688 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -100937.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100952.382812 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -100952.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -100963.906250 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -100963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100974.242188 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -100974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100982.656250 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -100982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100989.078125 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -100989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100993.804688 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -100993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100995.523438 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -100995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100995.992188 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -100996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100995.992188 Penalty: 2389.751465
	Iteration 22F: 3 clusters Score -100996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1125055.500000 Penalty: 1532.641968
	Iteration 0F: 2 clusters Score -1125056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1116289.750000 Penalty: 3065.283936
	Iteration 0F: 3 clusters Score -1116290 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1119247.500000 Penalty: 3065.283936
	Iteration 1F: 3 clusters Score -1119248 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1119485.875000 Penalty: 3065.283936
	Iteration 2F: 3 clusters Score -1119486 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1119680.750000 Penalty: 3065.283936
	Iteration 3Q: 3 clusters Score -1119681 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1119861.250000 Penalty: 3065.283936
	Iteration 4Q: 3 clusters Score -1119861 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1120050.500000 Penalty: 3065.283936
	Iteration 5Q: 3 clusters Score -1120050 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1120258.375000 Penalty: 3065.283936
	Iteration 6Q: 3 clusters Score -1120258 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1120480.625000 Penalty: 3065.283936
	Iteration 7Q: 3 clusters Score -1120481 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1120685.000000 Penalty: 3065.283936
	Iteration 8Q: 3 clusters Score -1120685 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1120903.625000 Penalty: 3065.283936
	Iteration 9Q: 3 clusters Score -1120904 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1121150.250000 Penalty: 3065.283936
	Iteration 10Q: 3 clusters Score -1121150 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1121448.375000 Penalty: 3065.283936
	Iteration 11Q: 3 clusters Score -1121448 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1121767.375000 Penalty: 3065.283936
	Iteration 12Q: 3 clusters Score -1121767 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1122062.750000 Penalty: 3065.283936
	Iteration 13Q: 3 clusters Score -1122063 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1122260.125000 Penalty: 3065.283936
	Iteration 14Q: 3 clusters Score -1122260 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1122370.875000 Penalty: 3065.283936
	Iteration 15Q: 3 clusters Score -1122371 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1122420.000000 Penalty: 3065.283936
	Iteration 16Q: 3 clusters Score -1122420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1122459.750000 Penalty: 3065.283936
	Iteration 17Q: 3 clusters Score -1122460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1122492.375000 Penalty: 3065.283936
	Iteration 18Q: 3 clusters Score -1122492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1122525.375000 Penalty: 3065.283936
	Iteration 19Q: 3 clusters Score -1122525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1122555.625000 Penalty: 3065.283936
	Iteration 20F: 3 clusters Score -1122556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1122590.000000 Penalty: 3065.283936
	Iteration 21Q: 3 clusters Score -1122590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1122635.500000 Penalty: 3065.283936
	Iteration 22Q: 3 clusters Score -1122636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1122675.125000 Penalty: 3065.283936
	Iteration 23Q: 3 clusters Score -1122675 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1122713.250000 Penalty: 3065.283936
	Iteration 24Q: 3 clusters Score -1122713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1122741.750000 Penalty: 3065.283936
	Iteration 25Q: 3 clusters Score -1122742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1122779.500000 Penalty: 3065.283936
	Iteration 26Q: 3 clusters Score -1122780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1122812.125000 Penalty: 3065.283936
	Iteration 27Q: 3 clusters Score -1122812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1122848.625000 Penalty: 3065.283936
	Iteration 28Q: 3 clusters Score -1122849 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1122888.500000 Penalty: 3065.283936
	Iteration 29Q: 3 clusters Score -1122888 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1122925.875000 Penalty: 3065.283936
	Iteration 30Q: 3 clusters Score -1122926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1122960.875000 Penalty: 3065.283936
	Iteration 31Q: 3 clusters Score -1122961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1122988.125000 Penalty: 3065.283936
	Iteration 32Q: 3 clusters Score -1122988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1123024.875000 Penalty: 3065.283936
	Iteration 33Q: 3 clusters Score -1123025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1123060.000000 Penalty: 3065.283936
	Iteration 34Q: 3 clusters Score -1123060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1123106.375000 Penalty: 3065.283936
	Iteration 35Q: 3 clusters Score -1123106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1123147.250000 Penalty: 3065.283936
	Iteration 36Q: 3 clusters Score -1123147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1123186.750000 Penalty: 3065.283936
	Iteration 37Q: 3 clusters Score -1123187 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1123223.000000 Penalty: 3065.283936
	Iteration 38Q: 3 clusters Score -1123223 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1123253.375000 Penalty: 3065.283936
	Iteration 39Q: 3 clusters Score -1123253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1123282.625000 Penalty: 3065.283936
	Iteration 40F: 3 clusters Score -1123283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1123313.750000 Penalty: 3065.283936
	Iteration 41Q: 3 clusters Score -1123314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1123351.750000 Penalty: 3065.283936
	Iteration 42Q: 3 clusters Score -1123352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1123380.500000 Penalty: 3065.283936
	Iteration 43Q: 3 clusters Score -1123380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1123413.375000 Penalty: 3065.283936
	Iteration 44Q: 3 clusters Score -1123413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1123443.125000 Penalty: 3065.283936
	Iteration 45Q: 3 clusters Score -1123443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1123467.750000 Penalty: 3065.283936
	Iteration 46Q: 3 clusters Score -1123468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1123486.500000 Penalty: 3065.283936
	Iteration 47Q: 3 clusters Score -1123486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1123514.375000 Penalty: 3065.283936
	Iteration 48Q: 3 clusters Score -1123514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1123532.875000 Penalty: 3065.283936
	Iteration 49Q: 3 clusters Score -1123533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1123551.625000 Penalty: 3065.283936
	Iteration 50Q: 3 clusters Score -1123552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1123561.750000 Penalty: 3065.283936
	Iteration 51Q: 3 clusters Score -1123562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1123579.125000 Penalty: 3065.283936
	Iteration 52Q: 3 clusters Score -1123579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1123600.375000 Penalty: 3065.283936
	Iteration 53Q: 3 clusters Score -1123600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1123619.625000 Penalty: 3065.283936
	Iteration 54Q: 3 clusters Score -1123620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1123638.375000 Penalty: 3065.283936
	Iteration 55Q: 3 clusters Score -1123638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1123655.375000 Penalty: 3065.283936
	Iteration 56Q: 3 clusters Score -1123655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1123670.875000 Penalty: 3065.283936
	Iteration 57Q: 3 clusters Score -1123671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1123686.875000 Penalty: 3065.283936
	Iteration 58Q: 3 clusters Score -1123687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1123699.000000 Penalty: 3065.283936
	Iteration 59Q: 3 clusters Score -1123699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1123710.625000 Penalty: 3065.283936
	Iteration 60F: 3 clusters Score -1123711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1123718.625000 Penalty: 3065.283936
	Iteration 61Q: 3 clusters Score -1123719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1123728.750000 Penalty: 3065.283936
	Iteration 62Q: 3 clusters Score -1123729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1123738.875000 Penalty: 3065.283936
	Iteration 63Q: 3 clusters Score -1123739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1123745.000000 Penalty: 3065.283936
	Iteration 64Q: 3 clusters Score -1123745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1123748.125000 Penalty: 3065.283936
	Iteration 65Q: 3 clusters Score -1123748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1123756.375000 Penalty: 3065.283936
	Iteration 66Q: 3 clusters Score -1123756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1123764.250000 Penalty: 3065.283936
	Iteration 67Q: 3 clusters Score -1123764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1123772.500000 Penalty: 3065.283936
	Iteration 68Q: 3 clusters Score -1123772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1123777.875000 Penalty: 3065.283936
	Iteration 69Q: 3 clusters Score -1123778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1123790.375000 Penalty: 3065.283936
	Iteration 70Q: 3 clusters Score -1123790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1123803.500000 Penalty: 3065.283936
	Iteration 71Q: 3 clusters Score -1123804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1123809.625000 Penalty: 3065.283936
	Iteration 72Q: 3 clusters Score -1123810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1123817.875000 Penalty: 3065.283936
	Iteration 73Q: 3 clusters Score -1123818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1123822.000000 Penalty: 3065.283936
	Iteration 74Q: 3 clusters Score -1123822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1123826.625000 Penalty: 3065.283936
	Iteration 75Q: 3 clusters Score -1123827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1123838.625000 Penalty: 3065.283936
	Iteration 76Q: 3 clusters Score -1123839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1123847.375000 Penalty: 3065.283936
	Iteration 77Q: 3 clusters Score -1123847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1123857.875000 Penalty: 3065.283936
	Iteration 78Q: 3 clusters Score -1123858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1123870.500000 Penalty: 3065.283936
	Iteration 79Q: 3 clusters Score -1123870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1123874.625000 Penalty: 3065.283936
	Iteration 80F: 3 clusters Score -1123875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1123883.250000 Penalty: 3065.283936
	Iteration 81Q: 3 clusters Score -1123883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1123893.500000 Penalty: 3065.283936
	Iteration 82Q: 3 clusters Score -1123894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1123896.750000 Penalty: 3065.283936
	Iteration 83Q: 3 clusters Score -1123897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1123896.875000 Penalty: 3065.283936
	Iteration 84Q: 3 clusters Score -1123897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1123898.125000 Penalty: 3065.283936
	Iteration 85Q: 3 clusters Score -1123898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1123897.875000 Penalty: 3065.283936
	Iteration 86Q: 3 clusters Score -1123898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1123897.500000 Penalty: 3065.283936
	Iteration 87Q: 3 clusters Score -1123898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1123897.500000 Penalty: 3065.283936
	Iteration 88F: 3 clusters Score -1123898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -560698.562500 Penalty: 1431.189941
	Iteration 0F: 2 clusters Score -560698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -555636.437500 Penalty: 2862.379883
	Iteration 0F: 3 clusters Score -555636.4 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -557233.312500 Penalty: 2862.379883
	Iteration 1F: 3 clusters Score -557233.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -557434.312500 Penalty: 2862.379883
	Iteration 2F: 3 clusters Score -557434.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -557611.812500 Penalty: 2862.379883
	Iteration 3F: 3 clusters Score -557611.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -557760.937500 Penalty: 2862.379883
	Iteration 4Q: 3 clusters Score -557760.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -557921.250000 Penalty: 2862.379883
	Iteration 5Q: 3 clusters Score -557921.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -558089.062500 Penalty: 2862.379883
	Iteration 6Q: 3 clusters Score -558089.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -558247.125000 Penalty: 2862.379883
	Iteration 7Q: 3 clusters Score -558247.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -558404.312500 Penalty: 2862.379883
	Iteration 8Q: 3 clusters Score -558404.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -558536.687500 Penalty: 2862.379883
	Iteration 9Q: 3 clusters Score -558536.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -558623.687500 Penalty: 2862.379883
	Iteration 10Q: 3 clusters Score -558623.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -558699.250000 Penalty: 2862.379883
	Iteration 11Q: 3 clusters Score -558699.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -558770.125000 Penalty: 2862.379883
	Iteration 12Q: 3 clusters Score -558770.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -558853.687500 Penalty: 2862.379883
	Iteration 13Q: 3 clusters Score -558853.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -558942.562500 Penalty: 2862.379883
	Iteration 14Q: 3 clusters Score -558942.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -559027.125000 Penalty: 2862.379883
	Iteration 15Q: 3 clusters Score -559027.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -559094.500000 Penalty: 2862.379883
	Iteration 16Q: 3 clusters Score -559094.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -559142.312500 Penalty: 2862.379883
	Iteration 17Q: 3 clusters Score -559142.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -559188.437500 Penalty: 2862.379883
	Iteration 18Q: 3 clusters Score -559188.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -559239.375000 Penalty: 2862.379883
	Iteration 19Q: 3 clusters Score -559239.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -559292.125000 Penalty: 2862.379883
	Iteration 20F: 3 clusters Score -559292.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -559331.750000 Penalty: 2862.379883
	Iteration 21Q: 3 clusters Score -559331.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -559370.187500 Penalty: 2862.379883
	Iteration 22Q: 3 clusters Score -559370.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -559396.312500 Penalty: 2862.379883
	Iteration 23Q: 3 clusters Score -559396.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -559412.687500 Penalty: 2862.379883
	Iteration 24Q: 3 clusters Score -559412.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -559430.937500 Penalty: 2862.379883
	Iteration 25Q: 3 clusters Score -559430.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -559444.625000 Penalty: 2862.379883
	Iteration 26Q: 3 clusters Score -559444.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -559452.875000 Penalty: 2862.379883
	Iteration 27Q: 3 clusters Score -559452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -559460.062500 Penalty: 2862.379883
	Iteration 28Q: 3 clusters Score -559460.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -559463.687500 Penalty: 2862.379883
	Iteration 29Q: 3 clusters Score -559463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -559467.500000 Penalty: 2862.379883
	Iteration 30Q: 3 clusters Score -559467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -559472.750000 Penalty: 2862.379883
	Iteration 31Q: 3 clusters Score -559472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -559477.812500 Penalty: 2862.379883
	Iteration 32Q: 3 clusters Score -559477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -559481.562500 Penalty: 2862.379883
	Iteration 33Q: 3 clusters Score -559481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -559484.000000 Penalty: 2862.379883
	Iteration 34Q: 3 clusters Score -559484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -559489.062500 Penalty: 2862.379883
	Iteration 35Q: 3 clusters Score -559489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -559491.000000 Penalty: 2862.379883
	Iteration 36Q: 3 clusters Score -559491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -559494.000000 Penalty: 2862.379883
	Iteration 37Q: 3 clusters Score -559494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -559496.812500 Penalty: 2862.379883
	Iteration 38Q: 3 clusters Score -559496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -559496.437500 Penalty: 2862.379883
	Iteration 39Q: 3 clusters Score -559496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -559499.125000 Penalty: 2862.379883
	Iteration 40F: 3 clusters Score -559499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -559502.062500 Penalty: 2862.379883
	Iteration 41Q: 3 clusters Score -559502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -559503.437500 Penalty: 2862.379883
	Iteration 42Q: 3 clusters Score -559503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -559504.562500 Penalty: 2862.379883
	Iteration 43Q: 3 clusters Score -559504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -559505.562500 Penalty: 2862.379883
	Iteration 44Q: 3 clusters Score -559505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -559505.937500 Penalty: 2862.379883
	Iteration 45Q: 3 clusters Score -559505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -559506.375000 Penalty: 2862.379883
	Iteration 46Q: 3 clusters Score -559506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -559506.375000 Penalty: 2862.379883
	Iteration 47F: 3 clusters Score -559506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -494981.750000 Penalty: 1413.779419
	Iteration 0F: 2 clusters Score -494981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -490437.406250 Penalty: 2827.558838
	Iteration 0F: 3 clusters Score -490437.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -492395.093750 Penalty: 2827.558838
	Iteration 1F: 3 clusters Score -492395.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -493402.218750 Penalty: 2827.558838
	Iteration 2F: 3 clusters Score -493402.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -494274.718750 Penalty: 2827.558838
	Iteration 3F: 3 clusters Score -494274.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -494895.875000 Penalty: 2827.558838
	Iteration 4F: 3 clusters Score -494895.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -495241.718750 Penalty: 2827.558838
	Iteration 5F: 3 clusters Score -495241.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -495390.187500 Penalty: 2827.558838
	Iteration 6Q: 3 clusters Score -495390.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -495459.937500 Penalty: 2827.558838
	Iteration 7Q: 3 clusters Score -495459.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -495486.031250 Penalty: 2827.558838
	Iteration 8Q: 3 clusters Score -495486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -495502.125000 Penalty: 2827.558838
	Iteration 9Q: 3 clusters Score -495502.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -495510.156250 Penalty: 2827.558838
	Iteration 10Q: 3 clusters Score -495510.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -495518.750000 Penalty: 2827.558838
	Iteration 11Q: 3 clusters Score -495518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -495522.781250 Penalty: 2827.558838
	Iteration 12Q: 3 clusters Score -495522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -495526.437500 Penalty: 2827.558838
	Iteration 13Q: 3 clusters Score -495526.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -495528.281250 Penalty: 2827.558838
	Iteration 14Q: 3 clusters Score -495528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -495532.343750 Penalty: 2827.558838
	Iteration 15Q: 3 clusters Score -495532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -495537.187500 Penalty: 2827.558838
	Iteration 16Q: 3 clusters Score -495537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -495538.468750 Penalty: 2827.558838
	Iteration 17Q: 3 clusters Score -495538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -495541.312500 Penalty: 2827.558838
	Iteration 18Q: 3 clusters Score -495541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -495543.468750 Penalty: 2827.558838
	Iteration 19Q: 3 clusters Score -495543.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -495545.437500 Penalty: 2827.558838
	Iteration 20F: 3 clusters Score -495545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -495549.125000 Penalty: 2827.558838
	Iteration 21Q: 3 clusters Score -495549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -495551.156250 Penalty: 2827.558838
	Iteration 22Q: 3 clusters Score -495551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -495555.312500 Penalty: 2827.558838
	Iteration 23Q: 3 clusters Score -495555.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -495557.375000 Penalty: 2827.558838
	Iteration 24Q: 3 clusters Score -495557.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -495560.187500 Penalty: 2827.558838
	Iteration 25Q: 3 clusters Score -495560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -495562.000000 Penalty: 2827.558838
	Iteration 26Q: 3 clusters Score -495562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -495563.250000 Penalty: 2827.558838
	Iteration 27Q: 3 clusters Score -495563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -495564.593750 Penalty: 2827.558838
	Iteration 28Q: 3 clusters Score -495564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -495565.031250 Penalty: 2827.558838
	Iteration 29Q: 3 clusters Score -495565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -495566.000000 Penalty: 2827.558838
	Iteration 30Q: 3 clusters Score -495566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -495566.437500 Penalty: 2827.558838
	Iteration 31Q: 3 clusters Score -495566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -495566.906250 Penalty: 2827.558838
	Iteration 32Q: 3 clusters Score -495566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -495567.906250 Penalty: 2827.558838
	Iteration 33Q: 3 clusters Score -495567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -495566.875000 Penalty: 2827.558838
	Iteration 34Q: 3 clusters Score -495566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -495567.968750 Penalty: 2827.558838
	Iteration 35Q: 3 clusters Score -495568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -495569.656250 Penalty: 2827.558838
	Iteration 36Q: 3 clusters Score -495569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -495569.843750 Penalty: 2827.558838
	Iteration 37Q: 3 clusters Score -495569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -495569.750000 Penalty: 2827.558838
	Iteration 38Q: 3 clusters Score -495569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -495570.562500 Penalty: 2827.558838
	Iteration 39Q: 3 clusters Score -495570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -495570.656250 Penalty: 2827.558838
	Iteration 40F: 3 clusters Score -495570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -495572.031250 Penalty: 2827.558838
	Iteration 41Q: 3 clusters Score -495572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -495571.625000 Penalty: 2827.558838
	Iteration 42Q: 3 clusters Score -495571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -495573.718750 Penalty: 2827.558838
	Iteration 43Q: 3 clusters Score -495573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -495575.406250 Penalty: 2827.558838
	Iteration 44Q: 3 clusters Score -495575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -495575.687500 Penalty: 2827.558838
	Iteration 45Q: 3 clusters Score -495575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -495576.781250 Penalty: 2827.558838
	Iteration 46Q: 3 clusters Score -495576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -495577.031250 Penalty: 2827.558838
	Iteration 47Q: 3 clusters Score -495577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -495577.125000 Penalty: 2827.558838
	Iteration 48Q: 3 clusters Score -495577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -495577.125000 Penalty: 2827.558838
	Iteration 49F: 3 clusters Score -495577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140481 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 786 members 
Mstep: Class 31 contains 4924 members 
Entering Unmasked Estep 
Score: -76316248.000000 Penalty: 69039.414062
Splitting cluster 9 changes total score from -76316160.000000 to -76316248.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (97120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Entering Unmasked Estep 
Score: -8713488.000000 Penalty: 1866.101685
	Iteration 0F: 2 clusters Score -8713488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -8648624.000000 Penalty: 3732.203369
	Iteration 0F: 3 clusters Score -8648624 nChanged 46348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -8675312.000000 Penalty: 3732.203369
	Iteration 1F: 3 clusters Score -8675312 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -8675929.000000 Penalty: 3732.203369
	Iteration 2Q: 3 clusters Score -8675929 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -8676744.000000 Penalty: 3732.203369
	Iteration 3Q: 3 clusters Score -8676744 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -8677736.000000 Penalty: 3732.203369
	Iteration 4Q: 3 clusters Score -8677736 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8679263.000000 Penalty: 3732.203369
	Iteration 5Q: 3 clusters Score -8679263 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8681716.000000 Penalty: 3732.203369
	Iteration 6Q: 3 clusters Score -8681716 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8685351.000000 Penalty: 3732.203369
	Iteration 7F: 3 clusters Score -8685351 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8690138.000000 Penalty: 3732.203369
	Iteration 8F: 3 clusters Score -8690138 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -8694634.000000 Penalty: 3732.203369
	Iteration 9F: 3 clusters Score -8694634 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -8697043.000000 Penalty: 3732.203369
	Iteration 10Q: 3 clusters Score -8697043 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -8698200.000000 Penalty: 3732.203369
	Iteration 11Q: 3 clusters Score -8698200 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8698772.000000 Penalty: 3732.203369
	Iteration 12Q: 3 clusters Score -8698772 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8699299.000000 Penalty: 3732.203369
	Iteration 13Q: 3 clusters Score -8699299 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -8699802.000000 Penalty: 3732.203369
	Iteration 14Q: 3 clusters Score -8699802 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -8700271.000000 Penalty: 3732.203369
	Iteration 15Q: 3 clusters Score -8700271 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -8700730.000000 Penalty: 3732.203369
	Iteration 16Q: 3 clusters Score -8700730 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -8701149.000000 Penalty: 3732.203369
	Iteration 17Q: 3 clusters Score -8701149 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -8701584.000000 Penalty: 3732.203369
	Iteration 18Q: 3 clusters Score -8701584 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -8701989.000000 Penalty: 3732.203369
	Iteration 19Q: 3 clusters Score -8701989 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -8702355.000000 Penalty: 3732.203369
	Iteration 20F: 3 clusters Score -8702355 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8702735.000000 Penalty: 3732.203369
	Iteration 21Q: 3 clusters Score -8702735 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -8703107.000000 Penalty: 3732.203369
	Iteration 22Q: 3 clusters Score -8703107 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -8703530.000000 Penalty: 3732.203369
	Iteration 23Q: 3 clusters Score -8703530 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -8703883.000000 Penalty: 3732.203369
	Iteration 24Q: 3 clusters Score -8703883 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -8704309.000000 Penalty: 3732.203369
	Iteration 25Q: 3 clusters Score -8704309 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8704675.000000 Penalty: 3732.203369
	Iteration 26Q: 3 clusters Score -8704675 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8705131.000000 Penalty: 3732.203369
	Iteration 27Q: 3 clusters Score -8705131 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -8705573.000000 Penalty: 3732.203369
	Iteration 28Q: 3 clusters Score -8705573 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8706030.000000 Penalty: 3732.203369
	Iteration 29Q: 3 clusters Score -8706030 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -8706551.000000 Penalty: 3732.203369
	Iteration 30Q: 3 clusters Score -8706551 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8707011.000000 Penalty: 3732.203369
	Iteration 31Q: 3 clusters Score -8707011 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -8707533.000000 Penalty: 3732.203369
	Iteration 32Q: 3 clusters Score -8707533 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -8708063.000000 Penalty: 3732.203369
	Iteration 33Q: 3 clusters Score -8708063 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -8708518.000000 Penalty: 3732.203369
	Iteration 34Q: 3 clusters Score -8708518 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8708937.000000 Penalty: 3732.203369
	Iteration 35Q: 3 clusters Score -8708937 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -8709337.000000 Penalty: 3732.203369
	Iteration 36Q: 3 clusters Score -8709337 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8709706.000000 Penalty: 3732.203369
	Iteration 37Q: 3 clusters Score -8709706 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8710095.000000 Penalty: 3732.203369
	Iteration 38Q: 3 clusters Score -8710095 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8710448.000000 Penalty: 3732.203369
	Iteration 39Q: 3 clusters Score -8710448 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8710712.000000 Penalty: 3732.203369
	Iteration 40F: 3 clusters Score -8710712 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8710931.000000 Penalty: 3732.203369
	Iteration 41Q: 3 clusters Score -8710931 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8711073.000000 Penalty: 3732.203369
	Iteration 42Q: 3 clusters Score -8711073 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8711163.000000 Penalty: 3732.203369
	Iteration 43Q: 3 clusters Score -8711163 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8711282.000000 Penalty: 3732.203369
	Iteration 44Q: 3 clusters Score -8711282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8711360.000000 Penalty: 3732.203369
	Iteration 45Q: 3 clusters Score -8711360 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8711432.000000 Penalty: 3732.203369
	Iteration 46Q: 3 clusters Score -8711432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8711475.000000 Penalty: 3732.203369
	Iteration 47Q: 3 clusters Score -8711475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8711518.000000 Penalty: 3732.203369
	Iteration 48Q: 3 clusters Score -8711518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8711554.000000 Penalty: 3732.203369
	Iteration 49Q: 3 clusters Score -8711554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8711590.000000 Penalty: 3732.203369
	Iteration 50Q: 3 clusters Score -8711590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8711629.000000 Penalty: 3732.203369
	Iteration 51Q: 3 clusters Score -8711629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8711671.000000 Penalty: 3732.203369
	Iteration 52Q: 3 clusters Score -8711671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8711708.000000 Penalty: 3732.203369
	Iteration 53Q: 3 clusters Score -8711708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8711736.000000 Penalty: 3732.203369
	Iteration 54Q: 3 clusters Score -8711736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8711762.000000 Penalty: 3732.203369
	Iteration 55Q: 3 clusters Score -8711762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8711781.000000 Penalty: 3732.203369
	Iteration 56Q: 3 clusters Score -8711781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8711800.000000 Penalty: 3732.203369
	Iteration 57Q: 3 clusters Score -8711800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8711805.000000 Penalty: 3732.203369
	Iteration 58Q: 3 clusters Score -8711805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8711845.000000 Penalty: 3732.203369
	Iteration 59Q: 3 clusters Score -8711845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8711851.000000 Penalty: 3732.203369
	Iteration 60F: 3 clusters Score -8711851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8711870.000000 Penalty: 3732.203369
	Iteration 61Q: 3 clusters Score -8711870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8711887.000000 Penalty: 3732.203369
	Iteration 62Q: 3 clusters Score -8711887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8711898.000000 Penalty: 3732.203369
	Iteration 63Q: 3 clusters Score -8711898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8711906.000000 Penalty: 3732.203369
	Iteration 64Q: 3 clusters Score -8711906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8711907.000000 Penalty: 3732.203369
	Iteration 65Q: 3 clusters Score -8711907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8711919.000000 Penalty: 3732.203369
	Iteration 66Q: 3 clusters Score -8711919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8711918.000000 Penalty: 3732.203369
	Iteration 67Q: 3 clusters Score -8711918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8711924.000000 Penalty: 3732.203369
	Iteration 68Q: 3 clusters Score -8711924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8711932.000000 Penalty: 3732.203369
	Iteration 69Q: 3 clusters Score -8711932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8711933.000000 Penalty: 3732.203369
	Iteration 70Q: 3 clusters Score -8711933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8711934.000000 Penalty: 3732.203369
	Iteration 71Q: 3 clusters Score -8711934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8711937.000000 Penalty: 3732.203369
	Iteration 72Q: 3 clusters Score -8711937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8711935.000000 Penalty: 3732.203369
	Iteration 73Q: 3 clusters Score -8711935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8711940.000000 Penalty: 3732.203369
	Iteration 74Q: 3 clusters Score -8711940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8711933.000000 Penalty: 3732.203369
	Iteration 75Q: 3 clusters Score -8711933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8711933.000000 Penalty: 3732.203369
	Iteration 76F: 3 clusters Score -8711933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Entering Unmasked Estep 
Score: -7433928.000000 Penalty: 1844.006592
	Iteration 0F: 2 clusters Score -7433928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -7377039.000000 Penalty: 3688.013184
	Iteration 0F: 3 clusters Score -7377039 nChanged 40367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7400582.500000 Penalty: 3688.013184
	Iteration 1F: 3 clusters Score -7400582 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7401289.000000 Penalty: 3688.013184
	Iteration 2Q: 3 clusters Score -7401289 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -7402292.000000 Penalty: 3688.013184
	Iteration 3Q: 3 clusters Score -7402292 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7403783.000000 Penalty: 3688.013184
	Iteration 4Q: 3 clusters Score -7403783 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -7406130.500000 Penalty: 3688.013184
	Iteration 5F: 3 clusters Score -7406130 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -7409674.000000 Penalty: 3688.013184
	Iteration 6F: 3 clusters Score -7409674 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7414220.000000 Penalty: 3688.013184
	Iteration 7F: 3 clusters Score -7414220 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -7419449.000000 Penalty: 3688.013184
	Iteration 8F: 3 clusters Score -7419449 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -7424450.500000 Penalty: 3688.013184
	Iteration 9F: 3 clusters Score -7424450 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7428380.000000 Penalty: 3688.013184
	Iteration 10Q: 3 clusters Score -7428380 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7430737.000000 Penalty: 3688.013184
	Iteration 11Q: 3 clusters Score -7430737 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7431677.500000 Penalty: 3688.013184
	Iteration 12Q: 3 clusters Score -7431678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7431993.500000 Penalty: 3688.013184
	Iteration 13Q: 3 clusters Score -7431994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7432123.500000 Penalty: 3688.013184
	Iteration 14Q: 3 clusters Score -7432124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7432192.000000 Penalty: 3688.013184
	Iteration 15Q: 3 clusters Score -7432192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7432204.500000 Penalty: 3688.013184
	Iteration 16Q: 3 clusters Score -7432204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7432221.000000 Penalty: 3688.013184
	Iteration 17Q: 3 clusters Score -7432221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7432227.000000 Penalty: 3688.013184
	Iteration 18Q: 3 clusters Score -7432227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7432228.500000 Penalty: 3688.013184
	Iteration 19Q: 3 clusters Score -7432228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7432232.000000 Penalty: 3688.013184
	Iteration 20F: 3 clusters Score -7432232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Entering Unmasked Estep 
Score: -4502543.000000 Penalty: 1765.220459
	Iteration 0F: 2 clusters Score -4502543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4467540.500000 Penalty: 3530.440918
	Iteration 0F: 3 clusters Score -4467540 nChanged 24509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4481719.500000 Penalty: 3530.440918
	Iteration 1F: 3 clusters Score -4481720 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4482498.500000 Penalty: 3530.440918
	Iteration 2Q: 3 clusters Score -4482498 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4483507.000000 Penalty: 3530.440918
	Iteration 3Q: 3 clusters Score -4483507 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4484836.500000 Penalty: 3530.440918
	Iteration 4F: 3 clusters Score -4484836 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4486418.500000 Penalty: 3530.440918
	Iteration 5F: 3 clusters Score -4486418 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -4487985.500000 Penalty: 3530.440918
	Iteration 6F: 3 clusters Score -4487986 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4489437.000000 Penalty: 3530.440918
	Iteration 7F: 3 clusters Score -4489437 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4490559.000000 Penalty: 3530.440918
	Iteration 8Q: 3 clusters Score -4490559 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4491263.500000 Penalty: 3530.440918
	Iteration 9Q: 3 clusters Score -4491264 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4491706.000000 Penalty: 3530.440918
	Iteration 10Q: 3 clusters Score -4491706 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4491991.500000 Penalty: 3530.440918
	Iteration 11Q: 3 clusters Score -4491992 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -4492140.500000 Penalty: 3530.440918
	Iteration 12Q: 3 clusters Score -4492140 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4492235.000000 Penalty: 3530.440918
	Iteration 13Q: 3 clusters Score -4492235 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4492318.500000 Penalty: 3530.440918
	Iteration 14Q: 3 clusters Score -4492318 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4492373.000000 Penalty: 3530.440918
	Iteration 15Q: 3 clusters Score -4492373 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4492421.500000 Penalty: 3530.440918
	Iteration 16Q: 3 clusters Score -4492422 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4492478.500000 Penalty: 3530.440918
	Iteration 17Q: 3 clusters Score -4492478 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4492529.000000 Penalty: 3530.440918
	Iteration 18Q: 3 clusters Score -4492529 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4492606.000000 Penalty: 3530.440918
	Iteration 19Q: 3 clusters Score -4492606 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4492700.500000 Penalty: 3530.440918
	Iteration 20F: 3 clusters Score -4492700 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4492781.500000 Penalty: 3530.440918
	Iteration 21Q: 3 clusters Score -4492782 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4492918.000000 Penalty: 3530.440918
	Iteration 22Q: 3 clusters Score -4492918 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4493077.500000 Penalty: 3530.440918
	Iteration 23Q: 3 clusters Score -4493078 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4493271.500000 Penalty: 3530.440918
	Iteration 24Q: 3 clusters Score -4493272 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4493594.500000 Penalty: 3530.440918
	Iteration 25Q: 3 clusters Score -4493594 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4493947.000000 Penalty: 3530.440918
	Iteration 26Q: 3 clusters Score -4493947 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4494406.500000 Penalty: 3530.440918
	Iteration 27Q: 3 clusters Score -4494406 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4494992.500000 Penalty: 3530.440918
	Iteration 28Q: 3 clusters Score -4494992 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4495719.500000 Penalty: 3530.440918
	Iteration 29Q: 3 clusters Score -4495720 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4496539.500000 Penalty: 3530.440918
	Iteration 30Q: 3 clusters Score -4496540 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4497345.000000 Penalty: 3530.440918
	Iteration 31Q: 3 clusters Score -4497345 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4498158.000000 Penalty: 3530.440918
	Iteration 32Q: 3 clusters Score -4498158 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4498957.000000 Penalty: 3530.440918
	Iteration 33Q: 3 clusters Score -4498957 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4499606.500000 Penalty: 3530.440918
	Iteration 34Q: 3 clusters Score -4499606 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4500157.000000 Penalty: 3530.440918
	Iteration 35Q: 3 clusters Score -4500157 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4500511.000000 Penalty: 3530.440918
	Iteration 36Q: 3 clusters Score -4500511 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4500737.000000 Penalty: 3530.440918
	Iteration 37Q: 3 clusters Score -4500737 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4500853.500000 Penalty: 3530.440918
	Iteration 38Q: 3 clusters Score -4500854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4500943.500000 Penalty: 3530.440918
	Iteration 39Q: 3 clusters Score -4500944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4501004.000000 Penalty: 3530.440918
	Iteration 40F: 3 clusters Score -4501004 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4501057.000000 Penalty: 3530.440918
	Iteration 41Q: 3 clusters Score -4501057 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4501091.500000 Penalty: 3530.440918
	Iteration 42Q: 3 clusters Score -4501092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4501115.000000 Penalty: 3530.440918
	Iteration 43Q: 3 clusters Score -4501115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4501128.500000 Penalty: 3530.440918
	Iteration 44Q: 3 clusters Score -4501128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4501156.500000 Penalty: 3530.440918
	Iteration 45Q: 3 clusters Score -4501156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4501169.500000 Penalty: 3530.440918
	Iteration 46Q: 3 clusters Score -4501170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4501177.500000 Penalty: 3530.440918
	Iteration 47Q: 3 clusters Score -4501178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4501187.000000 Penalty: 3530.440918
	Iteration 48Q: 3 clusters Score -4501187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4501201.000000 Penalty: 3530.440918
	Iteration 49Q: 3 clusters Score -4501201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4501207.500000 Penalty: 3530.440918
	Iteration 50Q: 3 clusters Score -4501208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4501217.000000 Penalty: 3530.440918
	Iteration 51Q: 3 clusters Score -4501217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4501220.500000 Penalty: 3530.440918
	Iteration 52Q: 3 clusters Score -4501220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4501231.000000 Penalty: 3530.440918
	Iteration 53Q: 3 clusters Score -4501231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4501243.500000 Penalty: 3530.440918
	Iteration 54Q: 3 clusters Score -4501244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4501251.500000 Penalty: 3530.440918
	Iteration 55Q: 3 clusters Score -4501252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4501256.500000 Penalty: 3530.440918
	Iteration 56Q: 3 clusters Score -4501256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4501263.500000 Penalty: 3530.440918
	Iteration 57Q: 3 clusters Score -4501264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4501270.000000 Penalty: 3530.440918
	Iteration 58Q: 3 clusters Score -4501270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4501277.500000 Penalty: 3530.440918
	Iteration 59Q: 3 clusters Score -4501278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4501278.000000 Penalty: 3530.440918
	Iteration 60F: 3 clusters Score -4501278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4501284.000000 Penalty: 3530.440918
	Iteration 61Q: 3 clusters Score -4501284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4501287.500000 Penalty: 3530.440918
	Iteration 62Q: 3 clusters Score -4501288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4501289.500000 Penalty: 3530.440918
	Iteration 63Q: 3 clusters Score -4501290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4501296.000000 Penalty: 3530.440918
	Iteration 64Q: 3 clusters Score -4501296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4501295.000000 Penalty: 3530.440918
	Iteration 65Q: 3 clusters Score -4501295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4501296.500000 Penalty: 3530.440918
	Iteration 66Q: 3 clusters Score -4501296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4501297.000000 Penalty: 3530.440918
	Iteration 67Q: 3 clusters Score -4501297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4501301.000000 Penalty: 3530.440918
	Iteration 68Q: 3 clusters Score -4501301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4501299.000000 Penalty: 3530.440918
	Iteration 69Q: 3 clusters Score -4501299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4501302.500000 Penalty: 3530.440918
	Iteration 70Q: 3 clusters Score -4501302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4501304.500000 Penalty: 3530.440918
	Iteration 71Q: 3 clusters Score -4501304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4501307.000000 Penalty: 3530.440918
	Iteration 72Q: 3 clusters Score -4501307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4501306.000000 Penalty: 3530.440918
	Iteration 73Q: 3 clusters Score -4501306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4501305.000000 Penalty: 3530.440918
	Iteration 74Q: 3 clusters Score -4501305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4501305.000000 Penalty: 3530.440918
	Iteration 75F: 3 clusters Score -4501305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Entering Unmasked Estep 
Score: -4173576.250000 Penalty: 1750.867798
	Iteration 0F: 2 clusters Score -4173576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4141770.250000 Penalty: 3501.735596
	Iteration 0F: 3 clusters Score -4141770 nChanged 22282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4154752.750000 Penalty: 3501.735596
	Iteration 1F: 3 clusters Score -4154753 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4155799.500000 Penalty: 3501.735596
	Iteration 2F: 3 clusters Score -4155800 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4157329.250000 Penalty: 3501.735596
	Iteration 3F: 3 clusters Score -4157329 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4159339.000000 Penalty: 3501.735596
	Iteration 4F: 3 clusters Score -4159339 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4161825.750000 Penalty: 3501.735596
	Iteration 5F: 3 clusters Score -4161826 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4164505.000000 Penalty: 3501.735596
	Iteration 6F: 3 clusters Score -4164505 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4166894.250000 Penalty: 3501.735596
	Iteration 7F: 3 clusters Score -4166894 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4168897.250000 Penalty: 3501.735596
	Iteration 8Q: 3 clusters Score -4168897 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4170230.000000 Penalty: 3501.735596
	Iteration 9Q: 3 clusters Score -4170230 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4170961.750000 Penalty: 3501.735596
	Iteration 10Q: 3 clusters Score -4170962 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4171346.250000 Penalty: 3501.735596
	Iteration 11Q: 3 clusters Score -4171346 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4171573.000000 Penalty: 3501.735596
	Iteration 12Q: 3 clusters Score -4171573 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4171710.000000 Penalty: 3501.735596
	Iteration 13Q: 3 clusters Score -4171710 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4171792.750000 Penalty: 3501.735596
	Iteration 14Q: 3 clusters Score -4171793 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4171891.750000 Penalty: 3501.735596
	Iteration 15Q: 3 clusters Score -4171892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4171967.750000 Penalty: 3501.735596
	Iteration 16Q: 3 clusters Score -4171968 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4172038.000000 Penalty: 3501.735596
	Iteration 17Q: 3 clusters Score -4172038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4172101.000000 Penalty: 3501.735596
	Iteration 18Q: 3 clusters Score -4172101 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4172135.500000 Penalty: 3501.735596
	Iteration 19Q: 3 clusters Score -4172136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4172147.500000 Penalty: 3501.735596
	Iteration 20F: 3 clusters Score -4172148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4172158.250000 Penalty: 3501.735596
	Iteration 21Q: 3 clusters Score -4172158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4172182.500000 Penalty: 3501.735596
	Iteration 22Q: 3 clusters Score -4172182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4172208.500000 Penalty: 3501.735596
	Iteration 23Q: 3 clusters Score -4172208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4172238.250000 Penalty: 3501.735596
	Iteration 24Q: 3 clusters Score -4172238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4172240.500000 Penalty: 3501.735596
	Iteration 25Q: 3 clusters Score -4172240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4172254.250000 Penalty: 3501.735596
	Iteration 26Q: 3 clusters Score -4172254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4172266.000000 Penalty: 3501.735596
	Iteration 27Q: 3 clusters Score -4172266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4172276.500000 Penalty: 3501.735596
	Iteration 28Q: 3 clusters Score -4172276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4172283.000000 Penalty: 3501.735596
	Iteration 29Q: 3 clusters Score -4172283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4172300.000000 Penalty: 3501.735596
	Iteration 30Q: 3 clusters Score -4172300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4172308.250000 Penalty: 3501.735596
	Iteration 31Q: 3 clusters Score -4172308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4172316.250000 Penalty: 3501.735596
	Iteration 32Q: 3 clusters Score -4172316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4172326.750000 Penalty: 3501.735596
	Iteration 33Q: 3 clusters Score -4172327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4172325.500000 Penalty: 3501.735596
	Iteration 34Q: 3 clusters Score -4172326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4172333.500000 Penalty: 3501.735596
	Iteration 35Q: 3 clusters Score -4172334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4172336.500000 Penalty: 3501.735596
	Iteration 36Q: 3 clusters Score -4172336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4172346.000000 Penalty: 3501.735596
	Iteration 37Q: 3 clusters Score -4172346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4172368.750000 Penalty: 3501.735596
	Iteration 38Q: 3 clusters Score -4172369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4172370.500000 Penalty: 3501.735596
	Iteration 39Q: 3 clusters Score -4172370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4172377.000000 Penalty: 3501.735596
	Iteration 40F: 3 clusters Score -4172377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4172383.500000 Penalty: 3501.735596
	Iteration 41Q: 3 clusters Score -4172384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4172379.500000 Penalty: 3501.735596
	Iteration 42Q: 3 clusters Score -4172380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4172384.750000 Penalty: 3501.735596
	Iteration 43Q: 3 clusters Score -4172385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4172403.250000 Penalty: 3501.735596
	Iteration 44Q: 3 clusters Score -4172403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4172408.500000 Penalty: 3501.735596
	Iteration 45Q: 3 clusters Score -4172408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4172410.250000 Penalty: 3501.735596
	Iteration 46Q: 3 clusters Score -4172410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4172417.000000 Penalty: 3501.735596
	Iteration 47Q: 3 clusters Score -4172417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4172415.250000 Penalty: 3501.735596
	Iteration 48Q: 3 clusters Score -4172415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4172420.000000 Penalty: 3501.735596
	Iteration 49Q: 3 clusters Score -4172420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4172418.750000 Penalty: 3501.735596
	Iteration 50Q: 3 clusters Score -4172419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4172421.500000 Penalty: 3501.735596
	Iteration 51Q: 3 clusters Score -4172422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4172422.000000 Penalty: 3501.735596
	Iteration 52Q: 3 clusters Score -4172422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4172428.500000 Penalty: 3501.735596
	Iteration 53Q: 3 clusters Score -4172428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4172433.750000 Penalty: 3501.735596
	Iteration 54Q: 3 clusters Score -4172434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4172443.500000 Penalty: 3501.735596
	Iteration 55Q: 3 clusters Score -4172444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4172445.750000 Penalty: 3501.735596
	Iteration 56Q: 3 clusters Score -4172446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4172448.500000 Penalty: 3501.735596
	Iteration 57Q: 3 clusters Score -4172448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4172450.500000 Penalty: 3501.735596
	Iteration 58Q: 3 clusters Score -4172450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4172455.250000 Penalty: 3501.735596
	Iteration 59Q: 3 clusters Score -4172455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4172461.000000 Penalty: 3501.735596
	Iteration 60F: 3 clusters Score -4172461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4172465.250000 Penalty: 3501.735596
	Iteration 61Q: 3 clusters Score -4172465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4172465.250000 Penalty: 3501.735596
	Iteration 62Q: 3 clusters Score -4172465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4172464.750000 Penalty: 3501.735596
	Iteration 63Q: 3 clusters Score -4172465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4172465.250000 Penalty: 3501.735596
	Iteration 64Q: 3 clusters Score -4172465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4172463.750000 Penalty: 3501.735596
	Iteration 65Q: 3 clusters Score -4172464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4172459.000000 Penalty: 3501.735596
	Iteration 66Q: 3 clusters Score -4172459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4172472.250000 Penalty: 3501.735596
	Iteration 67Q: 3 clusters Score -4172472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4172471.250000 Penalty: 3501.735596
	Iteration 68Q: 3 clusters Score -4172471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4172481.750000 Penalty: 3501.735596
	Iteration 69Q: 3 clusters Score -4172482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4172482.000000 Penalty: 3501.735596
	Iteration 70Q: 3 clusters Score -4172482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4172485.000000 Penalty: 3501.735596
	Iteration 71Q: 3 clusters Score -4172485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4172494.750000 Penalty: 3501.735596
	Iteration 72Q: 3 clusters Score -4172495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4172501.750000 Penalty: 3501.735596
	Iteration 73Q: 3 clusters Score -4172502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4172511.250000 Penalty: 3501.735596
	Iteration 74Q: 3 clusters Score -4172511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4172508.750000 Penalty: 3501.735596
	Iteration 75Q: 3 clusters Score -4172509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4172512.500000 Penalty: 3501.735596
	Iteration 76Q: 3 clusters Score -4172512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4172511.500000 Penalty: 3501.735596
	Iteration 77Q: 3 clusters Score -4172512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4172512.000000 Penalty: 3501.735596
	Iteration 78Q: 3 clusters Score -4172512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4172514.000000 Penalty: 3501.735596
	Iteration 79Q: 3 clusters Score -4172514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4172511.750000 Penalty: 3501.735596
	Iteration 80F: 3 clusters Score -4172512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4172510.750000 Penalty: 3501.735596
	Iteration 81Q: 3 clusters Score -4172511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4172511.750000 Penalty: 3501.735596
	Iteration 82Q: 3 clusters Score -4172512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4172511.750000 Penalty: 3501.735596
	Iteration 83Q: 3 clusters Score -4172512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4172512.000000 Penalty: 3501.735596
	Iteration 84Q: 3 clusters Score -4172512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4172512.000000 Penalty: 3501.735596
	Iteration 85F: 3 clusters Score -4172512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Entering Unmasked Estep 
Score: -561527.500000 Penalty: 1424.969116
	Iteration 0F: 2 clusters Score -561527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -556685.125000 Penalty: 2849.938232
	Iteration 0F: 3 clusters Score -556685.1 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -558208.312500 Penalty: 2849.938232
	Iteration 1F: 3 clusters Score -558208.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -558573.562500 Penalty: 2849.938232
	Iteration 2F: 3 clusters Score -558573.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -558916.687500 Penalty: 2849.938232
	Iteration 3F: 3 clusters Score -558916.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -559221.562500 Penalty: 2849.938232
	Iteration 4F: 3 clusters Score -559221.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -559478.625000 Penalty: 2849.938232
	Iteration 5F: 3 clusters Score -559478.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -559717.062500 Penalty: 2849.938232
	Iteration 6F: 3 clusters Score -559717.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -559900.125000 Penalty: 2849.938232
	Iteration 7Q: 3 clusters Score -559900.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -560040.375000 Penalty: 2849.938232
	Iteration 8Q: 3 clusters Score -560040.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -560186.125000 Penalty: 2849.938232
	Iteration 9Q: 3 clusters Score -560186.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -560299.062500 Penalty: 2849.938232
	Iteration 10Q: 3 clusters Score -560299.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -560426.000000 Penalty: 2849.938232
	Iteration 11Q: 3 clusters Score -560426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -560541.937500 Penalty: 2849.938232
	Iteration 12Q: 3 clusters Score -560541.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -560639.000000 Penalty: 2849.938232
	Iteration 13Q: 3 clusters Score -560639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -560726.437500 Penalty: 2849.938232
	Iteration 14Q: 3 clusters Score -560726.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -560776.687500 Penalty: 2849.938232
	Iteration 15Q: 3 clusters Score -560776.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -560801.937500 Penalty: 2849.938232
	Iteration 16Q: 3 clusters Score -560801.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -560819.125000 Penalty: 2849.938232
	Iteration 17Q: 3 clusters Score -560819.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -560830.500000 Penalty: 2849.938232
	Iteration 18Q: 3 clusters Score -560830.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -560839.812500 Penalty: 2849.938232
	Iteration 19Q: 3 clusters Score -560839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -560844.937500 Penalty: 2849.938232
	Iteration 20F: 3 clusters Score -560844.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -560850.687500 Penalty: 2849.938232
	Iteration 21Q: 3 clusters Score -560850.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -560854.687500 Penalty: 2849.938232
	Iteration 22Q: 3 clusters Score -560854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -560858.000000 Penalty: 2849.938232
	Iteration 23Q: 3 clusters Score -560858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -560862.125000 Penalty: 2849.938232
	Iteration 24Q: 3 clusters Score -560862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -560865.062500 Penalty: 2849.938232
	Iteration 25Q: 3 clusters Score -560865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -560867.375000 Penalty: 2849.938232
	Iteration 26Q: 3 clusters Score -560867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -560868.625000 Penalty: 2849.938232
	Iteration 27Q: 3 clusters Score -560868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -560871.562500 Penalty: 2849.938232
	Iteration 28Q: 3 clusters Score -560871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -560872.750000 Penalty: 2849.938232
	Iteration 29Q: 3 clusters Score -560872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -560872.562500 Penalty: 2849.938232
	Iteration 30Q: 3 clusters Score -560872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -560873.500000 Penalty: 2849.938232
	Iteration 31Q: 3 clusters Score -560873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -560873.625000 Penalty: 2849.938232
	Iteration 32Q: 3 clusters Score -560873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -560873.625000 Penalty: 2849.938232
	Iteration 33F: 3 clusters Score -560873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Entering Unmasked Estep 
Score: -1039962.812500 Penalty: 1527.185303
	Iteration 0F: 2 clusters Score -1039963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1031469.187500 Penalty: 3054.370605
	Iteration 0F: 3 clusters Score -1031469 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1034550.562500 Penalty: 3054.370605
	Iteration 1F: 3 clusters Score -1034551 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1035213.250000 Penalty: 3054.370605
	Iteration 2F: 3 clusters Score -1035213 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1035977.437500 Penalty: 3054.370605
	Iteration 3F: 3 clusters Score -1035977 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1036711.062500 Penalty: 3054.370605
	Iteration 4F: 3 clusters Score -1036711 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1037237.000000 Penalty: 3054.370605
	Iteration 5F: 3 clusters Score -1037237 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1037629.062500 Penalty: 3054.370605
	Iteration 6Q: 3 clusters Score -1037629 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1037932.937500 Penalty: 3054.370605
	Iteration 7Q: 3 clusters Score -1037933 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1038161.562500 Penalty: 3054.370605
	Iteration 8Q: 3 clusters Score -1038162 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1038326.125000 Penalty: 3054.370605
	Iteration 9Q: 3 clusters Score -1038326 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1038448.125000 Penalty: 3054.370605
	Iteration 10Q: 3 clusters Score -1038448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1038529.187500 Penalty: 3054.370605
	Iteration 11Q: 3 clusters Score -1038529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1038588.875000 Penalty: 3054.370605
	Iteration 12Q: 3 clusters Score -1038589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1038639.187500 Penalty: 3054.370605
	Iteration 13Q: 3 clusters Score -1038639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1038668.000000 Penalty: 3054.370605
	Iteration 14Q: 3 clusters Score -1038668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1038683.187500 Penalty: 3054.370605
	Iteration 15Q: 3 clusters Score -1038683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1038706.250000 Penalty: 3054.370605
	Iteration 16Q: 3 clusters Score -1038706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1038729.187500 Penalty: 3054.370605
	Iteration 17Q: 3 clusters Score -1038729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1038739.375000 Penalty: 3054.370605
	Iteration 18Q: 3 clusters Score -1038739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1038753.875000 Penalty: 3054.370605
	Iteration 19Q: 3 clusters Score -1038754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1038764.312500 Penalty: 3054.370605
	Iteration 20F: 3 clusters Score -1038764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1038768.312500 Penalty: 3054.370605
	Iteration 21Q: 3 clusters Score -1038768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1038769.937500 Penalty: 3054.370605
	Iteration 22Q: 3 clusters Score -1038770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1038772.625000 Penalty: 3054.370605
	Iteration 23Q: 3 clusters Score -1038773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1038777.437500 Penalty: 3054.370605
	Iteration 24Q: 3 clusters Score -1038777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1038779.250000 Penalty: 3054.370605
	Iteration 25Q: 3 clusters Score -1038779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1038780.812500 Penalty: 3054.370605
	Iteration 26Q: 3 clusters Score -1038781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1038785.687500 Penalty: 3054.370605
	Iteration 27Q: 3 clusters Score -1038786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1038789.875000 Penalty: 3054.370605
	Iteration 28Q: 3 clusters Score -1038790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1038792.625000 Penalty: 3054.370605
	Iteration 29Q: 3 clusters Score -1038793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1038792.687500 Penalty: 3054.370605
	Iteration 30Q: 3 clusters Score -1038793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1038791.250000 Penalty: 3054.370605
	Iteration 31Q: 3 clusters Score -1038791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1038792.750000 Penalty: 3054.370605
	Iteration 32Q: 3 clusters Score -1038793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1038792.750000 Penalty: 3054.370605
	Iteration 33F: 3 clusters Score -1038793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Entering Unmasked Estep 
Score: -12414771.000000 Penalty: 1926.084351
	Iteration 0F: 2 clusters Score -1.241477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -12320764.000000 Penalty: 3852.168701
	Iteration 0F: 3 clusters Score -1.232076e+07 nChanged 67803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -12360589.000000 Penalty: 3852.168701
	Iteration 1F: 3 clusters Score -1.236059e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -12361479.000000 Penalty: 3852.168701
	Iteration 2Q: 3 clusters Score -1.236148e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -12362625.000000 Penalty: 3852.168701
	Iteration 3Q: 3 clusters Score -1.236262e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -12364073.000000 Penalty: 3852.168701
	Iteration 4Q: 3 clusters Score -1.236407e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -12366448.000000 Penalty: 3852.168701
	Iteration 5Q: 3 clusters Score -1.236645e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -12369804.000000 Penalty: 3852.168701
	Iteration 6Q: 3 clusters Score -1.23698e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -12374892.000000 Penalty: 3852.168701
	Iteration 7F: 3 clusters Score -1.237489e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -12381376.000000 Penalty: 3852.168701
	Iteration 8F: 3 clusters Score -1.238138e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -12386045.000000 Penalty: 3852.168701
	Iteration 9F: 3 clusters Score -1.238604e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -12387879.000000 Penalty: 3852.168701
	Iteration 10Q: 3 clusters Score -1.238788e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -12388442.000000 Penalty: 3852.168701
	Iteration 11Q: 3 clusters Score -1.238844e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -12388721.000000 Penalty: 3852.168701
	Iteration 12Q: 3 clusters Score -1.238872e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -12388981.000000 Penalty: 3852.168701
	Iteration 13Q: 3 clusters Score -1.238898e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -12389213.000000 Penalty: 3852.168701
	Iteration 14Q: 3 clusters Score -1.238921e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -12389411.000000 Penalty: 3852.168701
	Iteration 15Q: 3 clusters Score -1.238941e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -12389695.000000 Penalty: 3852.168701
	Iteration 16Q: 3 clusters Score -1.23897e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -12389877.000000 Penalty: 3852.168701
	Iteration 17Q: 3 clusters Score -1.238988e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -12390151.000000 Penalty: 3852.168701
	Iteration 18Q: 3 clusters Score -1.239015e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -12390397.000000 Penalty: 3852.168701
	Iteration 19Q: 3 clusters Score -1.23904e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -12390662.000000 Penalty: 3852.168701
	Iteration 20F: 3 clusters Score -1.239066e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -12390960.000000 Penalty: 3852.168701
	Iteration 21Q: 3 clusters Score -1.239096e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -12391352.000000 Penalty: 3852.168701
	Iteration 22Q: 3 clusters Score -1.239135e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -12391695.000000 Penalty: 3852.168701
	Iteration 23Q: 3 clusters Score -1.23917e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -12392166.000000 Penalty: 3852.168701
	Iteration 24Q: 3 clusters Score -1.239217e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -12392778.000000 Penalty: 3852.168701
	Iteration 25Q: 3 clusters Score -1.239278e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -12393313.000000 Penalty: 3852.168701
	Iteration 26Q: 3 clusters Score -1.239331e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -12393808.000000 Penalty: 3852.168701
	Iteration 27Q: 3 clusters Score -1.239381e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -12394555.000000 Penalty: 3852.168701
	Iteration 28Q: 3 clusters Score -1.239456e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -12395264.000000 Penalty: 3852.168701
	Iteration 29Q: 3 clusters Score -1.239526e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -12395992.000000 Penalty: 3852.168701
	Iteration 30Q: 3 clusters Score -1.239599e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -12396748.000000 Penalty: 3852.168701
	Iteration 31Q: 3 clusters Score -1.239675e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -12397628.000000 Penalty: 3852.168701
	Iteration 32Q: 3 clusters Score -1.239763e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -12398622.000000 Penalty: 3852.168701
	Iteration 33Q: 3 clusters Score -1.239862e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -12399664.000000 Penalty: 3852.168701
	Iteration 34Q: 3 clusters Score -1.239966e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 119484 members 
Entering Unmasked Estep 
Score: -12400838.000000 Penalty: 3852.168701
	Iteration 35Q: 3 clusters Score -1.240084e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -12402094.000000 Penalty: 3852.168701
	Iteration 36Q: 3 clusters Score -1.240209e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 124575 members 
Entering Unmasked Estep 
Score: -12403497.000000 Penalty: 3852.168701
	Iteration 37Q: 3 clusters Score -1.24035e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -12405018.000000 Penalty: 3852.168701
	Iteration 38Q: 3 clusters Score -1.240502e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 129288 members 
Entering Unmasked Estep 
Score: -12406558.000000 Penalty: 3852.168701
	Iteration 39Q: 3 clusters Score -1.240656e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 131358 members 
Entering Unmasked Estep 
Score: -12408136.000000 Penalty: 3852.168701
	Iteration 40F: 3 clusters Score -1.240814e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 133265 members 
Entering Unmasked Estep 
Score: -12409781.000000 Penalty: 3852.168701
	Iteration 41Q: 3 clusters Score -1.240978e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 134796 members 
Entering Unmasked Estep 
Score: -12411115.000000 Penalty: 3852.168701
	Iteration 42Q: 3 clusters Score -1.241112e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -12412255.000000 Penalty: 3852.168701
	Iteration 43Q: 3 clusters Score -1.241226e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -12412960.000000 Penalty: 3852.168701
	Iteration 44Q: 3 clusters Score -1.241296e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -12413392.000000 Penalty: 3852.168701
	Iteration 45Q: 3 clusters Score -1.241339e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -12413665.000000 Penalty: 3852.168701
	Iteration 46Q: 3 clusters Score -1.241366e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -12413788.000000 Penalty: 3852.168701
	Iteration 47Q: 3 clusters Score -1.241379e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 137436 members 
Entering Unmasked Estep 
Score: -12413873.000000 Penalty: 3852.168701
	Iteration 48Q: 3 clusters Score -1.241387e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
Score: -12413925.000000 Penalty: 3852.168701
	Iteration 49Q: 3 clusters Score -1.241392e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -12413953.000000 Penalty: 3852.168701
	Iteration 50Q: 3 clusters Score -1.241395e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -12413976.000000 Penalty: 3852.168701
	Iteration 51Q: 3 clusters Score -1.241398e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 137576 members 
Entering Unmasked Estep 
Score: -12413999.000000 Penalty: 3852.168701
	Iteration 52Q: 3 clusters Score -1.2414e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 137601 members 
Entering Unmasked Estep 
Score: -12413995.000000 Penalty: 3852.168701
	Iteration 53Q: 3 clusters Score -1.2414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -12413999.000000 Penalty: 3852.168701
	Iteration 54Q: 3 clusters Score -1.2414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -12414003.000000 Penalty: 3852.168701
	Iteration 55Q: 3 clusters Score -1.2414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -12413997.000000 Penalty: 3852.168701
	Iteration 56Q: 3 clusters Score -1.2414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 137669 members 
Entering Unmasked Estep 
Score: -12414007.000000 Penalty: 3852.168701
	Iteration 57Q: 3 clusters Score -1.241401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 137670 members 
Entering Unmasked Estep 
Score: -12413999.000000 Penalty: 3852.168701
	Iteration 58Q: 3 clusters Score -1.2414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -12414008.000000 Penalty: 3852.168701
	Iteration 59Q: 3 clusters Score -1.241401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -12414058.000000 Penalty: 3852.168701
	Iteration 60F: 3 clusters Score -1.241406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 137631 members 
Entering Unmasked Estep 
Score: -12414078.000000 Penalty: 3852.168701
	Iteration 61Q: 3 clusters Score -1.241408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -12414103.000000 Penalty: 3852.168701
	Iteration 62Q: 3 clusters Score -1.24141e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -12414107.000000 Penalty: 3852.168701
	Iteration 63Q: 3 clusters Score -1.241411e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -12414139.000000 Penalty: 3852.168701
	Iteration 64Q: 3 clusters Score -1.241414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -12414157.000000 Penalty: 3852.168701
	Iteration 65Q: 3 clusters Score -1.241416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 137516 members 
Entering Unmasked Estep 
Score: -12414156.000000 Penalty: 3852.168701
	Iteration 66Q: 3 clusters Score -1.241416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -12414165.000000 Penalty: 3852.168701
	Iteration 67Q: 3 clusters Score -1.241416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 137485 members 
Entering Unmasked Estep 
Score: -12414163.000000 Penalty: 3852.168701
	Iteration 68Q: 3 clusters Score -1.241416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -12414182.000000 Penalty: 3852.168701
	Iteration 69Q: 3 clusters Score -1.241418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -12414189.000000 Penalty: 3852.168701
	Iteration 70Q: 3 clusters Score -1.241419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -12414198.000000 Penalty: 3852.168701
	Iteration 71Q: 3 clusters Score -1.24142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -12414202.000000 Penalty: 3852.168701
	Iteration 72Q: 3 clusters Score -1.24142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 137433 members 
Entering Unmasked Estep 
Score: -12414222.000000 Penalty: 3852.168701
	Iteration 73Q: 3 clusters Score -1.241422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -12414219.000000 Penalty: 3852.168701
	Iteration 74Q: 3 clusters Score -1.241422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -12414224.000000 Penalty: 3852.168701
	Iteration 75Q: 3 clusters Score -1.241422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -12414220.000000 Penalty: 3852.168701
	Iteration 76Q: 3 clusters Score -1.241422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 137408 members 
Entering Unmasked Estep 
Score: -12414208.000000 Penalty: 3852.168701
	Iteration 77Q: 3 clusters Score -1.241421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -12414215.000000 Penalty: 3852.168701
	Iteration 78Q: 3 clusters Score -1.241422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -12414216.000000 Penalty: 3852.168701
	Iteration 79Q: 3 clusters Score -1.241422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -12414211.000000 Penalty: 3852.168701
	Iteration 80F: 3 clusters Score -1.241421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -12414209.000000 Penalty: 3852.168701
	Iteration 81Q: 3 clusters Score -1.241421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -12414211.000000 Penalty: 3852.168701
	Iteration 82Q: 3 clusters Score -1.241421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -12414212.000000 Penalty: 3852.168701
	Iteration 83Q: 3 clusters Score -1.241421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -12414209.000000 Penalty: 3852.168701
	Iteration 84Q: 3 clusters Score -1.241421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -12414209.000000 Penalty: 3852.168701
	Iteration 85Q: 3 clusters Score -1.241421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -12414201.000000 Penalty: 3852.168701
	Iteration 86Q: 3 clusters Score -1.24142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -12414206.000000 Penalty: 3852.168701
	Iteration 87Q: 3 clusters Score -1.241421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -12414204.000000 Penalty: 3852.168701
	Iteration 88Q: 3 clusters Score -1.24142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -12414200.000000 Penalty: 3852.168701
	Iteration 89Q: 3 clusters Score -1.24142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -12414208.000000 Penalty: 3852.168701
	Iteration 90Q: 3 clusters Score -1.241421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -12414208.000000 Penalty: 3852.168701
	Iteration 91F: 3 clusters Score -1.241421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Entering Unmasked Estep 
Score: -1851303.875000 Penalty: 1636.226685
	Iteration 0F: 2 clusters Score -1851304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1835350.875000 Penalty: 3272.453369
	Iteration 0F: 3 clusters Score -1835351 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1841314.250000 Penalty: 3272.453369
	Iteration 1F: 3 clusters Score -1841314 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1841773.875000 Penalty: 3272.453369
	Iteration 2Q: 3 clusters Score -1841774 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1842289.625000 Penalty: 3272.453369
	Iteration 3F: 3 clusters Score -1842290 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1842920.000000 Penalty: 3272.453369
	Iteration 4F: 3 clusters Score -1842920 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1843756.000000 Penalty: 3272.453369
	Iteration 5F: 3 clusters Score -1843756 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1844884.875000 Penalty: 3272.453369
	Iteration 6F: 3 clusters Score -1844885 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1846223.750000 Penalty: 3272.453369
	Iteration 7F: 3 clusters Score -1846224 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1847556.250000 Penalty: 3272.453369
	Iteration 8F: 3 clusters Score -1847556 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1848650.375000 Penalty: 3272.453369
	Iteration 9F: 3 clusters Score -1848650 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1849293.750000 Penalty: 3272.453369
	Iteration 10Q: 3 clusters Score -1849294 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1849594.625000 Penalty: 3272.453369
	Iteration 11Q: 3 clusters Score -1849595 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1849745.375000 Penalty: 3272.453369
	Iteration 12Q: 3 clusters Score -1849745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1849828.500000 Penalty: 3272.453369
	Iteration 13Q: 3 clusters Score -1849828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -1849879.625000 Penalty: 3272.453369
	Iteration 14Q: 3 clusters Score -1849880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -1849918.125000 Penalty: 3272.453369
	Iteration 15Q: 3 clusters Score -1849918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1849935.500000 Penalty: 3272.453369
	Iteration 16Q: 3 clusters Score -1849936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1849947.875000 Penalty: 3272.453369
	Iteration 17Q: 3 clusters Score -1849948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1849962.875000 Penalty: 3272.453369
	Iteration 18Q: 3 clusters Score -1849963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1849967.125000 Penalty: 3272.453369
	Iteration 19Q: 3 clusters Score -1849967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1849973.750000 Penalty: 3272.453369
	Iteration 20F: 3 clusters Score -1849974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1849975.875000 Penalty: 3272.453369
	Iteration 21Q: 3 clusters Score -1849976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -1849974.500000 Penalty: 3272.453369
	Iteration 22Q: 3 clusters Score -1849974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1849976.375000 Penalty: 3272.453369
	Iteration 23Q: 3 clusters Score -1849976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1849976.375000 Penalty: 3272.453369
	Iteration 24F: 3 clusters Score -1849976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Entering Unmasked Estep 
Score: -1743980.125000 Penalty: 1606.910278
	Iteration 0F: 2 clusters Score -1743980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1730443.500000 Penalty: 3213.820557
	Iteration 0F: 3 clusters Score -1730444 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1735467.875000 Penalty: 3213.820557
	Iteration 1F: 3 clusters Score -1735468 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1735849.000000 Penalty: 3213.820557
	Iteration 2F: 3 clusters Score -1735849 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1736228.500000 Penalty: 3213.820557
	Iteration 3Q: 3 clusters Score -1736228 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1736638.875000 Penalty: 3213.820557
	Iteration 4Q: 3 clusters Score -1736639 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1737037.125000 Penalty: 3213.820557
	Iteration 5Q: 3 clusters Score -1737037 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1737438.875000 Penalty: 3213.820557
	Iteration 6Q: 3 clusters Score -1737439 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1737824.750000 Penalty: 3213.820557
	Iteration 7Q: 3 clusters Score -1737825 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1738215.625000 Penalty: 3213.820557
	Iteration 8Q: 3 clusters Score -1738216 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1738706.000000 Penalty: 3213.820557
	Iteration 9Q: 3 clusters Score -1738706 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1739243.125000 Penalty: 3213.820557
	Iteration 10Q: 3 clusters Score -1739243 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1739877.000000 Penalty: 3213.820557
	Iteration 11Q: 3 clusters Score -1739877 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1740443.500000 Penalty: 3213.820557
	Iteration 12Q: 3 clusters Score -1740444 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1740942.125000 Penalty: 3213.820557
	Iteration 13Q: 3 clusters Score -1740942 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1741312.500000 Penalty: 3213.820557
	Iteration 14Q: 3 clusters Score -1741312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1741533.000000 Penalty: 3213.820557
	Iteration 15Q: 3 clusters Score -1741533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1741671.625000 Penalty: 3213.820557
	Iteration 16Q: 3 clusters Score -1741672 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1741776.125000 Penalty: 3213.820557
	Iteration 17Q: 3 clusters Score -1741776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1741857.250000 Penalty: 3213.820557
	Iteration 18Q: 3 clusters Score -1741857 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1741940.500000 Penalty: 3213.820557
	Iteration 19Q: 3 clusters Score -1741940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1742016.500000 Penalty: 3213.820557
	Iteration 20F: 3 clusters Score -1742016 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1742080.125000 Penalty: 3213.820557
	Iteration 21Q: 3 clusters Score -1742080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1742138.500000 Penalty: 3213.820557
	Iteration 22Q: 3 clusters Score -1742138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1742174.250000 Penalty: 3213.820557
	Iteration 23Q: 3 clusters Score -1742174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1742202.625000 Penalty: 3213.820557
	Iteration 24Q: 3 clusters Score -1742203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1742221.125000 Penalty: 3213.820557
	Iteration 25Q: 3 clusters Score -1742221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1742250.250000 Penalty: 3213.820557
	Iteration 26Q: 3 clusters Score -1742250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1742291.125000 Penalty: 3213.820557
	Iteration 27Q: 3 clusters Score -1742291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1742316.125000 Penalty: 3213.820557
	Iteration 28Q: 3 clusters Score -1742316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1742334.250000 Penalty: 3213.820557
	Iteration 29Q: 3 clusters Score -1742334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1742351.125000 Penalty: 3213.820557
	Iteration 30Q: 3 clusters Score -1742351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1742379.875000 Penalty: 3213.820557
	Iteration 31Q: 3 clusters Score -1742380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1742393.250000 Penalty: 3213.820557
	Iteration 32Q: 3 clusters Score -1742393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1742408.000000 Penalty: 3213.820557
	Iteration 33Q: 3 clusters Score -1742408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1742423.375000 Penalty: 3213.820557
	Iteration 34Q: 3 clusters Score -1742423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1742437.250000 Penalty: 3213.820557
	Iteration 35Q: 3 clusters Score -1742437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1742449.250000 Penalty: 3213.820557
	Iteration 36Q: 3 clusters Score -1742449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1742464.125000 Penalty: 3213.820557
	Iteration 37Q: 3 clusters Score -1742464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1742478.625000 Penalty: 3213.820557
	Iteration 38Q: 3 clusters Score -1742479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1742492.375000 Penalty: 3213.820557
	Iteration 39Q: 3 clusters Score -1742492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1742499.000000 Penalty: 3213.820557
	Iteration 40F: 3 clusters Score -1742499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1742511.250000 Penalty: 3213.820557
	Iteration 41Q: 3 clusters Score -1742511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1742518.625000 Penalty: 3213.820557
	Iteration 42Q: 3 clusters Score -1742519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1742526.500000 Penalty: 3213.820557
	Iteration 43Q: 3 clusters Score -1742526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1742530.000000 Penalty: 3213.820557
	Iteration 44Q: 3 clusters Score -1742530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1742531.750000 Penalty: 3213.820557
	Iteration 45Q: 3 clusters Score -1742532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1742536.000000 Penalty: 3213.820557
	Iteration 46Q: 3 clusters Score -1742536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1742543.375000 Penalty: 3213.820557
	Iteration 47Q: 3 clusters Score -1742543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1742548.375000 Penalty: 3213.820557
	Iteration 48Q: 3 clusters Score -1742548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1742552.625000 Penalty: 3213.820557
	Iteration 49Q: 3 clusters Score -1742553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1742558.000000 Penalty: 3213.820557
	Iteration 50Q: 3 clusters Score -1742558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1742561.500000 Penalty: 3213.820557
	Iteration 51Q: 3 clusters Score -1742562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1742569.500000 Penalty: 3213.820557
	Iteration 52Q: 3 clusters Score -1742570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1742570.875000 Penalty: 3213.820557
	Iteration 53Q: 3 clusters Score -1742571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1742576.125000 Penalty: 3213.820557
	Iteration 54Q: 3 clusters Score -1742576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1742578.625000 Penalty: 3213.820557
	Iteration 55Q: 3 clusters Score -1742579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1742581.000000 Penalty: 3213.820557
	Iteration 56Q: 3 clusters Score -1742581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1742585.875000 Penalty: 3213.820557
	Iteration 57Q: 3 clusters Score -1742586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1742589.500000 Penalty: 3213.820557
	Iteration 58Q: 3 clusters Score -1742590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1742593.375000 Penalty: 3213.820557
	Iteration 59Q: 3 clusters Score -1742593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1742594.750000 Penalty: 3213.820557
	Iteration 60F: 3 clusters Score -1742595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1742593.875000 Penalty: 3213.820557
	Iteration 61Q: 3 clusters Score -1742594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1742600.250000 Penalty: 3213.820557
	Iteration 62Q: 3 clusters Score -1742600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1742599.000000 Penalty: 3213.820557
	Iteration 63Q: 3 clusters Score -1742599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1742601.375000 Penalty: 3213.820557
	Iteration 64Q: 3 clusters Score -1742601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1742602.875000 Penalty: 3213.820557
	Iteration 65Q: 3 clusters Score -1742603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1742610.375000 Penalty: 3213.820557
	Iteration 66Q: 3 clusters Score -1742610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1742614.750000 Penalty: 3213.820557
	Iteration 67Q: 3 clusters Score -1742615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1742618.125000 Penalty: 3213.820557
	Iteration 68Q: 3 clusters Score -1742618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1742618.000000 Penalty: 3213.820557
	Iteration 69Q: 3 clusters Score -1742618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1742621.000000 Penalty: 3213.820557
	Iteration 70Q: 3 clusters Score -1742621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1742623.000000 Penalty: 3213.820557
	Iteration 71Q: 3 clusters Score -1742623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1742622.125000 Penalty: 3213.820557
	Iteration 72Q: 3 clusters Score -1742622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1742625.625000 Penalty: 3213.820557
	Iteration 73Q: 3 clusters Score -1742626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1742629.125000 Penalty: 3213.820557
	Iteration 74Q: 3 clusters Score -1742629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1742635.750000 Penalty: 3213.820557
	Iteration 75Q: 3 clusters Score -1742636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1742640.125000 Penalty: 3213.820557
	Iteration 76Q: 3 clusters Score -1742640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1742646.250000 Penalty: 3213.820557
	Iteration 77Q: 3 clusters Score -1742646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1742646.875000 Penalty: 3213.820557
	Iteration 78Q: 3 clusters Score -1742647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1742651.875000 Penalty: 3213.820557
	Iteration 79Q: 3 clusters Score -1742652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1742656.625000 Penalty: 3213.820557
	Iteration 80F: 3 clusters Score -1742657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1742661.375000 Penalty: 3213.820557
	Iteration 81Q: 3 clusters Score -1742661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1742662.375000 Penalty: 3213.820557
	Iteration 82Q: 3 clusters Score -1742662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1742664.375000 Penalty: 3213.820557
	Iteration 83Q: 3 clusters Score -1742664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1742667.875000 Penalty: 3213.820557
	Iteration 84Q: 3 clusters Score -1742668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1742668.625000 Penalty: 3213.820557
	Iteration 85Q: 3 clusters Score -1742669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1742669.125000 Penalty: 3213.820557
	Iteration 86Q: 3 clusters Score -1742669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1742670.625000 Penalty: 3213.820557
	Iteration 87Q: 3 clusters Score -1742671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1742670.625000 Penalty: 3213.820557
	Iteration 88F: 3 clusters Score -1742671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Entering Unmasked Estep 
Score: -2684920.500000 Penalty: 1678.661621
	Iteration 0F: 2 clusters Score -2684920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2664351.250000 Penalty: 3357.323242
	Iteration 0F: 3 clusters Score -2664351 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2672112.500000 Penalty: 3357.323242
	Iteration 1F: 3 clusters Score -2672112 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2672517.000000 Penalty: 3357.323242
	Iteration 2Q: 3 clusters Score -2672517 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2672967.250000 Penalty: 3357.323242
	Iteration 3Q: 3 clusters Score -2672967 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2673565.750000 Penalty: 3357.323242
	Iteration 4Q: 3 clusters Score -2673566 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2674415.250000 Penalty: 3357.323242
	Iteration 5F: 3 clusters Score -2674415 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2675616.500000 Penalty: 3357.323242
	Iteration 6F: 3 clusters Score -2675616 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2677283.250000 Penalty: 3357.323242
	Iteration 7F: 3 clusters Score -2677283 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2679193.500000 Penalty: 3357.323242
	Iteration 8F: 3 clusters Score -2679194 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -2680930.750000 Penalty: 3357.323242
	Iteration 9F: 3 clusters Score -2680931 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -2682098.750000 Penalty: 3357.323242
	Iteration 10Q: 3 clusters Score -2682099 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2682778.750000 Penalty: 3357.323242
	Iteration 11Q: 3 clusters Score -2682779 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2683123.250000 Penalty: 3357.323242
	Iteration 12Q: 3 clusters Score -2683123 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -2683309.000000 Penalty: 3357.323242
	Iteration 13Q: 3 clusters Score -2683309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2683376.750000 Penalty: 3357.323242
	Iteration 14Q: 3 clusters Score -2683377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -2683408.250000 Penalty: 3357.323242
	Iteration 15Q: 3 clusters Score -2683408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -2683421.750000 Penalty: 3357.323242
	Iteration 16Q: 3 clusters Score -2683422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2683437.000000 Penalty: 3357.323242
	Iteration 17Q: 3 clusters Score -2683437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -2683452.500000 Penalty: 3357.323242
	Iteration 18Q: 3 clusters Score -2683452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -2683454.000000 Penalty: 3357.323242
	Iteration 19Q: 3 clusters Score -2683454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -2683459.000000 Penalty: 3357.323242
	Iteration 20F: 3 clusters Score -2683459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -2683460.750000 Penalty: 3357.323242
	Iteration 21Q: 3 clusters Score -2683461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2683467.250000 Penalty: 3357.323242
	Iteration 22Q: 3 clusters Score -2683467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -2683473.000000 Penalty: 3357.323242
	Iteration 23Q: 3 clusters Score -2683473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -2683478.000000 Penalty: 3357.323242
	Iteration 24Q: 3 clusters Score -2683478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -2683478.500000 Penalty: 3357.323242
	Iteration 25Q: 3 clusters Score -2683478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -2683484.750000 Penalty: 3357.323242
	Iteration 26Q: 3 clusters Score -2683485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -2683484.750000 Penalty: 3357.323242
	Iteration 27F: 3 clusters Score -2683485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Entering Unmasked Estep 
Score: -1367248.250000 Penalty: 1591.435547
	Iteration 0F: 2 clusters Score -1367248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1355075.375000 Penalty: 3182.871094
	Iteration 0F: 3 clusters Score -1355075 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1360019.375000 Penalty: 3182.871094
	Iteration 1F: 3 clusters Score -1360019 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1360998.000000 Penalty: 3182.871094
	Iteration 2F: 3 clusters Score -1360998 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1362010.875000 Penalty: 3182.871094
	Iteration 3F: 3 clusters Score -1362011 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1363013.500000 Penalty: 3182.871094
	Iteration 4F: 3 clusters Score -1363014 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1363860.125000 Penalty: 3182.871094
	Iteration 5F: 3 clusters Score -1363860 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1364609.500000 Penalty: 3182.871094
	Iteration 6F: 3 clusters Score -1364610 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1365287.375000 Penalty: 3182.871094
	Iteration 7Q: 3 clusters Score -1365287 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1365876.250000 Penalty: 3182.871094
	Iteration 8Q: 3 clusters Score -1365876 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1366300.625000 Penalty: 3182.871094
	Iteration 9Q: 3 clusters Score -1366301 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1366585.750000 Penalty: 3182.871094
	Iteration 10Q: 3 clusters Score -1366586 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1366768.750000 Penalty: 3182.871094
	Iteration 11Q: 3 clusters Score -1366769 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1366888.500000 Penalty: 3182.871094
	Iteration 12Q: 3 clusters Score -1366888 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1366959.500000 Penalty: 3182.871094
	Iteration 13Q: 3 clusters Score -1366960 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1367023.250000 Penalty: 3182.871094
	Iteration 14Q: 3 clusters Score -1367023 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1367059.125000 Penalty: 3182.871094
	Iteration 15Q: 3 clusters Score -1367059 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1367084.875000 Penalty: 3182.871094
	Iteration 16Q: 3 clusters Score -1367085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1367099.625000 Penalty: 3182.871094
	Iteration 17Q: 3 clusters Score -1367100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1367117.875000 Penalty: 3182.871094
	Iteration 18Q: 3 clusters Score -1367118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1367131.375000 Penalty: 3182.871094
	Iteration 19Q: 3 clusters Score -1367131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1367140.375000 Penalty: 3182.871094
	Iteration 20F: 3 clusters Score -1367140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1367150.000000 Penalty: 3182.871094
	Iteration 21Q: 3 clusters Score -1367150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1367153.125000 Penalty: 3182.871094
	Iteration 22Q: 3 clusters Score -1367153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1367149.625000 Penalty: 3182.871094
	Iteration 23Q: 3 clusters Score -1367150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1367149.625000 Penalty: 3182.871094
	Iteration 24Q: 3 clusters Score -1367150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1367153.125000 Penalty: 3182.871094
	Iteration 25Q: 3 clusters Score -1367153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1367152.250000 Penalty: 3182.871094
	Iteration 26Q: 3 clusters Score -1367152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1367156.250000 Penalty: 3182.871094
	Iteration 27Q: 3 clusters Score -1367156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1367153.500000 Penalty: 3182.871094
	Iteration 28Q: 3 clusters Score -1367154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1367157.250000 Penalty: 3182.871094
	Iteration 29Q: 3 clusters Score -1367157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1367159.375000 Penalty: 3182.871094
	Iteration 30Q: 3 clusters Score -1367159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1367157.375000 Penalty: 3182.871094
	Iteration 31Q: 3 clusters Score -1367157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1367159.750000 Penalty: 3182.871094
	Iteration 32Q: 3 clusters Score -1367160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1367158.625000 Penalty: 3182.871094
	Iteration 33Q: 3 clusters Score -1367159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1367159.125000 Penalty: 3182.871094
	Iteration 34Q: 3 clusters Score -1367159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1367160.375000 Penalty: 3182.871094
	Iteration 35Q: 3 clusters Score -1367160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1367159.500000 Penalty: 3182.871094
	Iteration 36Q: 3 clusters Score -1367160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1367158.250000 Penalty: 3182.871094
	Iteration 37Q: 3 clusters Score -1367158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1367159.750000 Penalty: 3182.871094
	Iteration 38Q: 3 clusters Score -1367160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1367161.625000 Penalty: 3182.871094
	Iteration 39Q: 3 clusters Score -1367162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1367159.750000 Penalty: 3182.871094
	Iteration 40F: 3 clusters Score -1367160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1367158.000000 Penalty: 3182.871094
	Iteration 41Q: 3 clusters Score -1367158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1367160.500000 Penalty: 3182.871094
	Iteration 42Q: 3 clusters Score -1367160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1367158.875000 Penalty: 3182.871094
	Iteration 43Q: 3 clusters Score -1367159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1367161.875000 Penalty: 3182.871094
	Iteration 44Q: 3 clusters Score -1367162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1367160.750000 Penalty: 3182.871094
	Iteration 45Q: 3 clusters Score -1367161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1367159.875000 Penalty: 3182.871094
	Iteration 46Q: 3 clusters Score -1367160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1367159.250000 Penalty: 3182.871094
	Iteration 47Q: 3 clusters Score -1367159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1367159.250000 Penalty: 3182.871094
	Iteration 48F: 3 clusters Score -1367159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -359237.750000 Penalty: 1358.967285
	Iteration 0F: 2 clusters Score -359237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -355680.562500 Penalty: 2717.934570
	Iteration 0F: 3 clusters Score -355680.6 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -356583.093750 Penalty: 2717.934570
	Iteration 1F: 3 clusters Score -356583.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -356742.812500 Penalty: 2717.934570
	Iteration 2F: 3 clusters Score -356742.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356886.906250 Penalty: 2717.934570
	Iteration 3F: 3 clusters Score -356886.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -357011.750000 Penalty: 2717.934570
	Iteration 4Q: 3 clusters Score -357011.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -357106.031250 Penalty: 2717.934570
	Iteration 5Q: 3 clusters Score -357106 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -357198.031250 Penalty: 2717.934570
	Iteration 6Q: 3 clusters Score -357198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357304.500000 Penalty: 2717.934570
	Iteration 7Q: 3 clusters Score -357304.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -357423.750000 Penalty: 2717.934570
	Iteration 8Q: 3 clusters Score -357423.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -357530.750000 Penalty: 2717.934570
	Iteration 9Q: 3 clusters Score -357530.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -357631.718750 Penalty: 2717.934570
	Iteration 10Q: 3 clusters Score -357631.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -357753.250000 Penalty: 2717.934570
	Iteration 11Q: 3 clusters Score -357753.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -357855.031250 Penalty: 2717.934570
	Iteration 12Q: 3 clusters Score -357855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -357950.812500 Penalty: 2717.934570
	Iteration 13Q: 3 clusters Score -357950.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358021.125000 Penalty: 2717.934570
	Iteration 14Q: 3 clusters Score -358021.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -358065.875000 Penalty: 2717.934570
	Iteration 15Q: 3 clusters Score -358065.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -358103.156250 Penalty: 2717.934570
	Iteration 16Q: 3 clusters Score -358103.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -358127.343750 Penalty: 2717.934570
	Iteration 17Q: 3 clusters Score -358127.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -358141.875000 Penalty: 2717.934570
	Iteration 18Q: 3 clusters Score -358141.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -358152.031250 Penalty: 2717.934570
	Iteration 19Q: 3 clusters Score -358152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -358166.125000 Penalty: 2717.934570
	Iteration 20F: 3 clusters Score -358166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -358175.500000 Penalty: 2717.934570
	Iteration 21Q: 3 clusters Score -358175.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -358185.125000 Penalty: 2717.934570
	Iteration 22Q: 3 clusters Score -358185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -358191.906250 Penalty: 2717.934570
	Iteration 23Q: 3 clusters Score -358191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -358196.625000 Penalty: 2717.934570
	Iteration 24Q: 3 clusters Score -358196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -358199.718750 Penalty: 2717.934570
	Iteration 25Q: 3 clusters Score -358199.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -358202.906250 Penalty: 2717.934570
	Iteration 26Q: 3 clusters Score -358202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -358205.562500 Penalty: 2717.934570
	Iteration 27Q: 3 clusters Score -358205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -358211.218750 Penalty: 2717.934570
	Iteration 28Q: 3 clusters Score -358211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -358216.750000 Penalty: 2717.934570
	Iteration 29Q: 3 clusters Score -358216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -358222.375000 Penalty: 2717.934570
	Iteration 30Q: 3 clusters Score -358222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -358224.468750 Penalty: 2717.934570
	Iteration 31Q: 3 clusters Score -358224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -358226.812500 Penalty: 2717.934570
	Iteration 32Q: 3 clusters Score -358226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -358227.968750 Penalty: 2717.934570
	Iteration 33Q: 3 clusters Score -358228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -358228.750000 Penalty: 2717.934570
	Iteration 34Q: 3 clusters Score -358228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -358229.250000 Penalty: 2717.934570
	Iteration 35Q: 3 clusters Score -358229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -358230.406250 Penalty: 2717.934570
	Iteration 36Q: 3 clusters Score -358230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -358232.343750 Penalty: 2717.934570
	Iteration 37Q: 3 clusters Score -358232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -358236.875000 Penalty: 2717.934570
	Iteration 38Q: 3 clusters Score -358236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -358238.500000 Penalty: 2717.934570
	Iteration 39Q: 3 clusters Score -358238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -358239.125000 Penalty: 2717.934570
	Iteration 40F: 3 clusters Score -358239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173476 members 
Entering Unmasked Estep 
Score: -15790947.000000 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -1.579095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -15674425.000000 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -1.567442e+07 nChanged 83843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -15723015.000000 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -1.572302e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -15723755.000000 Penalty: 3920.733154
	Iteration 2Q: 3 clusters Score -1.572376e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -15724674.000000 Penalty: 3920.733154
	Iteration 3Q: 3 clusters Score -1.572467e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -15725801.000000 Penalty: 3920.733154
	Iteration 4Q: 3 clusters Score -1.57258e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -15727701.000000 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -1.57277e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -15730744.000000 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -1.573074e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -15736169.000000 Penalty: 3920.733154
	Iteration 7F: 3 clusters Score -1.573617e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 121349 members 
Entering Unmasked Estep 
Score: -15744597.000000 Penalty: 3920.733154
	Iteration 8F: 3 clusters Score -1.57446e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -15754742.000000 Penalty: 3920.733154
	Iteration 9F: 3 clusters Score -1.575474e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -15763417.000000 Penalty: 3920.733154
	Iteration 10F: 3 clusters Score -1.576342e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -15769443.000000 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -1.576944e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -15773568.000000 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -1.577357e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -15776523.000000 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -1.577652e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -15779196.000000 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -1.57792e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -15781464.000000 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -1.578146e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 166599 members 
Entering Unmasked Estep 
Score: -15783453.000000 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -1.578345e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -15785259.000000 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -1.578526e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -15786735.000000 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -1.578674e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 171930 members 
Entering Unmasked Estep 
Score: -15787874.000000 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -1.578787e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 172735 members 
Entering Unmasked Estep 
Score: -15788586.000000 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -1.578859e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -15788871.000000 Penalty: 3920.733154
	Iteration 21Q: 3 clusters Score -1.578887e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -15789016.000000 Penalty: 3920.733154
	Iteration 22Q: 3 clusters Score -1.578902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -15789117.000000 Penalty: 3920.733154
	Iteration 23Q: 3 clusters Score -1.578912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -15789161.000000 Penalty: 3920.733154
	Iteration 24Q: 3 clusters Score -1.578916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173289 members 
Entering Unmasked Estep 
Score: -15789193.000000 Penalty: 3920.733154
	Iteration 25Q: 3 clusters Score -1.578919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -15789202.000000 Penalty: 3920.733154
	Iteration 26Q: 3 clusters Score -1.57892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173297 members 
Entering Unmasked Estep 
Score: -15789204.000000 Penalty: 3920.733154
	Iteration 27Q: 3 clusters Score -1.57892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -15789208.000000 Penalty: 3920.733154
	Iteration 28Q: 3 clusters Score -1.578921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173297 members 
Entering Unmasked Estep 
Score: -15789215.000000 Penalty: 3920.733154
	Iteration 29Q: 3 clusters Score -1.578922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -15789224.000000 Penalty: 3920.733154
	Iteration 30Q: 3 clusters Score -1.578922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -15789231.000000 Penalty: 3920.733154
	Iteration 31Q: 3 clusters Score -1.578923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173300 members 
Entering Unmasked Estep 
Score: -15789228.000000 Penalty: 3920.733154
	Iteration 32Q: 3 clusters Score -1.578923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173300 members 
Entering Unmasked Estep 
Score: -15789226.000000 Penalty: 3920.733154
	Iteration 33Q: 3 clusters Score -1.578923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -15789234.000000 Penalty: 3920.733154
	Iteration 34Q: 3 clusters Score -1.578923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -15789234.000000 Penalty: 3920.733154
	Iteration 35F: 3 clusters Score -1.578923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Entering Unmasked Estep 
Score: -1602738.250000 Penalty: 1597.025269
	Iteration 0F: 2 clusters Score -1602738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1590061.875000 Penalty: 3194.050537
	Iteration 0F: 3 clusters Score -1590062 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1594529.250000 Penalty: 3194.050537
	Iteration 1F: 3 clusters Score -1594529 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1594904.625000 Penalty: 3194.050537
	Iteration 2F: 3 clusters Score -1594905 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1595308.750000 Penalty: 3194.050537
	Iteration 3Q: 3 clusters Score -1595309 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1595770.375000 Penalty: 3194.050537
	Iteration 4F: 3 clusters Score -1595770 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1596426.875000 Penalty: 3194.050537
	Iteration 5F: 3 clusters Score -1596427 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1597354.750000 Penalty: 3194.050537
	Iteration 6F: 3 clusters Score -1597355 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1598519.750000 Penalty: 3194.050537
	Iteration 7F: 3 clusters Score -1598520 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1599580.000000 Penalty: 3194.050537
	Iteration 8F: 3 clusters Score -1599580 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1600271.375000 Penalty: 3194.050537
	Iteration 9Q: 3 clusters Score -1600271 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1600696.875000 Penalty: 3194.050537
	Iteration 10Q: 3 clusters Score -1600697 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1600932.000000 Penalty: 3194.050537
	Iteration 11Q: 3 clusters Score -1600932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1601064.875000 Penalty: 3194.050537
	Iteration 12Q: 3 clusters Score -1601065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1601168.500000 Penalty: 3194.050537
	Iteration 13Q: 3 clusters Score -1601168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1601231.750000 Penalty: 3194.050537
	Iteration 14Q: 3 clusters Score -1601232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1601286.625000 Penalty: 3194.050537
	Iteration 15Q: 3 clusters Score -1601287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1601325.375000 Penalty: 3194.050537
	Iteration 16Q: 3 clusters Score -1601325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1601352.375000 Penalty: 3194.050537
	Iteration 17Q: 3 clusters Score -1601352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1601363.500000 Penalty: 3194.050537
	Iteration 18Q: 3 clusters Score -1601364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1601368.375000 Penalty: 3194.050537
	Iteration 19Q: 3 clusters Score -1601368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1601373.625000 Penalty: 3194.050537
	Iteration 20F: 3 clusters Score -1601374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1601378.500000 Penalty: 3194.050537
	Iteration 21Q: 3 clusters Score -1601378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1601380.500000 Penalty: 3194.050537
	Iteration 22Q: 3 clusters Score -1601380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1601380.500000 Penalty: 3194.050537
	Iteration 23F: 3 clusters Score -1601380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Entering Unmasked Estep 
Score: -2409516.750000 Penalty: 1664.971313
	Iteration 0F: 2 clusters Score -2409517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2390518.000000 Penalty: 3329.942627
	Iteration 0F: 3 clusters Score -2390518 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2397571.250000 Penalty: 3329.942627
	Iteration 1F: 3 clusters Score -2397571 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2397972.250000 Penalty: 3329.942627
	Iteration 2Q: 3 clusters Score -2397972 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2398490.250000 Penalty: 3329.942627
	Iteration 3Q: 3 clusters Score -2398490 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2399268.750000 Penalty: 3329.942627
	Iteration 4F: 3 clusters Score -2399269 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2400459.500000 Penalty: 3329.942627
	Iteration 5F: 3 clusters Score -2400460 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2402091.750000 Penalty: 3329.942627
	Iteration 6F: 3 clusters Score -2402092 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2403955.750000 Penalty: 3329.942627
	Iteration 7F: 3 clusters Score -2403956 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -2405563.500000 Penalty: 3329.942627
	Iteration 8F: 3 clusters Score -2405564 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -2406764.000000 Penalty: 3329.942627
	Iteration 9Q: 3 clusters Score -2406764 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2407444.500000 Penalty: 3329.942627
	Iteration 10Q: 3 clusters Score -2407444 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2407789.500000 Penalty: 3329.942627
	Iteration 11Q: 3 clusters Score -2407790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -2407931.500000 Penalty: 3329.942627
	Iteration 12Q: 3 clusters Score -2407932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -2408003.000000 Penalty: 3329.942627
	Iteration 13Q: 3 clusters Score -2408003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -2408055.000000 Penalty: 3329.942627
	Iteration 14Q: 3 clusters Score -2408055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -2408080.500000 Penalty: 3329.942627
	Iteration 15Q: 3 clusters Score -2408080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -2408098.250000 Penalty: 3329.942627
	Iteration 16Q: 3 clusters Score -2408098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -2408105.000000 Penalty: 3329.942627
	Iteration 17Q: 3 clusters Score -2408105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -2408105.500000 Penalty: 3329.942627
	Iteration 18Q: 3 clusters Score -2408106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -2408105.500000 Penalty: 3329.942627
	Iteration 19F: 3 clusters Score -2408106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -416578.031250 Penalty: 1380.063110
	Iteration 0F: 2 clusters Score -416578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -412670.718750 Penalty: 2760.126221
	Iteration 0F: 3 clusters Score -412670.7 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -413761.906250 Penalty: 2760.126221
	Iteration 1F: 3 clusters Score -413761.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -413924.625000 Penalty: 2760.126221
	Iteration 2F: 3 clusters Score -413924.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -414041.593750 Penalty: 2760.126221
	Iteration 3F: 3 clusters Score -414041.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -414145.937500 Penalty: 2760.126221
	Iteration 4Q: 3 clusters Score -414145.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -414233.000000 Penalty: 2760.126221
	Iteration 5Q: 3 clusters Score -414233 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -414303.312500 Penalty: 2760.126221
	Iteration 6Q: 3 clusters Score -414303.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -414378.343750 Penalty: 2760.126221
	Iteration 7Q: 3 clusters Score -414378.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -414446.375000 Penalty: 2760.126221
	Iteration 8Q: 3 clusters Score -414446.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -414510.687500 Penalty: 2760.126221
	Iteration 9Q: 3 clusters Score -414510.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -414553.937500 Penalty: 2760.126221
	Iteration 10Q: 3 clusters Score -414553.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -414583.750000 Penalty: 2760.126221
	Iteration 11Q: 3 clusters Score -414583.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -414612.031250 Penalty: 2760.126221
	Iteration 12Q: 3 clusters Score -414612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -414633.718750 Penalty: 2760.126221
	Iteration 13Q: 3 clusters Score -414633.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -414651.500000 Penalty: 2760.126221
	Iteration 14Q: 3 clusters Score -414651.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -414670.437500 Penalty: 2760.126221
	Iteration 15Q: 3 clusters Score -414670.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -414689.906250 Penalty: 2760.126221
	Iteration 16Q: 3 clusters Score -414689.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -414708.187500 Penalty: 2760.126221
	Iteration 17Q: 3 clusters Score -414708.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -414726.687500 Penalty: 2760.126221
	Iteration 18Q: 3 clusters Score -414726.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -414740.375000 Penalty: 2760.126221
	Iteration 19Q: 3 clusters Score -414740.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -414751.562500 Penalty: 2760.126221
	Iteration 20F: 3 clusters Score -414751.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -414759.500000 Penalty: 2760.126221
	Iteration 21Q: 3 clusters Score -414759.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -414767.875000 Penalty: 2760.126221
	Iteration 22Q: 3 clusters Score -414767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -414776.750000 Penalty: 2760.126221
	Iteration 23Q: 3 clusters Score -414776.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -414784.843750 Penalty: 2760.126221
	Iteration 24Q: 3 clusters Score -414784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -414791.968750 Penalty: 2760.126221
	Iteration 25Q: 3 clusters Score -414792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -414797.875000 Penalty: 2760.126221
	Iteration 26Q: 3 clusters Score -414797.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -414803.968750 Penalty: 2760.126221
	Iteration 27Q: 3 clusters Score -414804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -414810.093750 Penalty: 2760.126221
	Iteration 28Q: 3 clusters Score -414810.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -414816.625000 Penalty: 2760.126221
	Iteration 29Q: 3 clusters Score -414816.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -414824.468750 Penalty: 2760.126221
	Iteration 30Q: 3 clusters Score -414824.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -414831.062500 Penalty: 2760.126221
	Iteration 31Q: 3 clusters Score -414831.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -414842.062500 Penalty: 2760.126221
	Iteration 32Q: 3 clusters Score -414842.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -414854.656250 Penalty: 2760.126221
	Iteration 33Q: 3 clusters Score -414854.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -414864.781250 Penalty: 2760.126221
	Iteration 34Q: 3 clusters Score -414864.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -414873.843750 Penalty: 2760.126221
	Iteration 35Q: 3 clusters Score -414873.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -414880.687500 Penalty: 2760.126221
	Iteration 36Q: 3 clusters Score -414880.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -414890.781250 Penalty: 2760.126221
	Iteration 37Q: 3 clusters Score -414890.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -414911.218750 Penalty: 2760.126221
	Iteration 38Q: 3 clusters Score -414911.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -414938.906250 Penalty: 2760.126221
	Iteration 39Q: 3 clusters Score -414938.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -414973.750000 Penalty: 2760.126221
	Iteration 40F: 3 clusters Score -414973.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -415008.875000 Penalty: 2760.126221
	Iteration 41Q: 3 clusters Score -415008.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -415054.718750 Penalty: 2760.126221
	Iteration 42Q: 3 clusters Score -415054.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -415097.968750 Penalty: 2760.126221
	Iteration 43Q: 3 clusters Score -415098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -415145.625000 Penalty: 2760.126221
	Iteration 44Q: 3 clusters Score -415145.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -415189.218750 Penalty: 2760.126221
	Iteration 45Q: 3 clusters Score -415189.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -415238.500000 Penalty: 2760.126221
	Iteration 46Q: 3 clusters Score -415238.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -415278.968750 Penalty: 2760.126221
	Iteration 47Q: 3 clusters Score -415279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -415303.187500 Penalty: 2760.126221
	Iteration 48Q: 3 clusters Score -415303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -415320.531250 Penalty: 2760.126221
	Iteration 49Q: 3 clusters Score -415320.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -415335.031250 Penalty: 2760.126221
	Iteration 50Q: 3 clusters Score -415335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -415342.687500 Penalty: 2760.126221
	Iteration 51Q: 3 clusters Score -415342.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -415349.156250 Penalty: 2760.126221
	Iteration 52Q: 3 clusters Score -415349.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -415354.093750 Penalty: 2760.126221
	Iteration 53Q: 3 clusters Score -415354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -415356.500000 Penalty: 2760.126221
	Iteration 54Q: 3 clusters Score -415356.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -415361.843750 Penalty: 2760.126221
	Iteration 55Q: 3 clusters Score -415361.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -415366.656250 Penalty: 2760.126221
	Iteration 56Q: 3 clusters Score -415366.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -415369.375000 Penalty: 2760.126221
	Iteration 57Q: 3 clusters Score -415369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -415377.656250 Penalty: 2760.126221
	Iteration 58Q: 3 clusters Score -415377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -415384.281250 Penalty: 2760.126221
	Iteration 59Q: 3 clusters Score -415384.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -415389.218750 Penalty: 2760.126221
	Iteration 60F: 3 clusters Score -415389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -415393.343750 Penalty: 2760.126221
	Iteration 61Q: 3 clusters Score -415393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -415396.593750 Penalty: 2760.126221
	Iteration 62Q: 3 clusters Score -415396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -415400.843750 Penalty: 2760.126221
	Iteration 63Q: 3 clusters Score -415400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -415403.312500 Penalty: 2760.126221
	Iteration 64Q: 3 clusters Score -415403.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -415407.562500 Penalty: 2760.126221
	Iteration 65Q: 3 clusters Score -415407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -415411.406250 Penalty: 2760.126221
	Iteration 66Q: 3 clusters Score -415411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -415416.437500 Penalty: 2760.126221
	Iteration 67Q: 3 clusters Score -415416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -415419.750000 Penalty: 2760.126221
	Iteration 68Q: 3 clusters Score -415419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -415426.406250 Penalty: 2760.126221
	Iteration 69Q: 3 clusters Score -415426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -415429.937500 Penalty: 2760.126221
	Iteration 70Q: 3 clusters Score -415429.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -415433.468750 Penalty: 2760.126221
	Iteration 71Q: 3 clusters Score -415433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -415437.968750 Penalty: 2760.126221
	Iteration 72Q: 3 clusters Score -415438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -415440.500000 Penalty: 2760.126221
	Iteration 73Q: 3 clusters Score -415440.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -415446.812500 Penalty: 2760.126221
	Iteration 74Q: 3 clusters Score -415446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -415453.625000 Penalty: 2760.126221
	Iteration 75Q: 3 clusters Score -415453.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -415458.468750 Penalty: 2760.126221
	Iteration 76Q: 3 clusters Score -415458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -415466.218750 Penalty: 2760.126221
	Iteration 77Q: 3 clusters Score -415466.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -415470.750000 Penalty: 2760.126221
	Iteration 78Q: 3 clusters Score -415470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -415472.968750 Penalty: 2760.126221
	Iteration 79Q: 3 clusters Score -415473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -415473.500000 Penalty: 2760.126221
	Iteration 80F: 3 clusters Score -415473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -415475.218750 Penalty: 2760.126221
	Iteration 81Q: 3 clusters Score -415475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -415476.687500 Penalty: 2760.126221
	Iteration 82Q: 3 clusters Score -415476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -415478.531250 Penalty: 2760.126221
	Iteration 83Q: 3 clusters Score -415478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -415481.000000 Penalty: 2760.126221
	Iteration 84Q: 3 clusters Score -415481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -415482.125000 Penalty: 2760.126221
	Iteration 85Q: 3 clusters Score -415482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -415482.312500 Penalty: 2760.126221
	Iteration 86Q: 3 clusters Score -415482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -415482.312500 Penalty: 2760.126221
	Iteration 87F: 3 clusters Score -415482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -82158.445312 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -82158.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80710.312500 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -80710.31 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81083.671875 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -81083.67 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81229.500000 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -81229.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81287.804688 Penalty: 2265.792236
	Iteration 3Q: 3 clusters Score -81287.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81322.453125 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -81322.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81371.226562 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -81371.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81434.460938 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -81434.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81474.515625 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -81474.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81493.562500 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -81493.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81512.437500 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -81512.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81522.453125 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -81522.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81529.593750 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -81529.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81537.031250 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -81537.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81543.820312 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -81543.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81548.054688 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -81548.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81551.468750 Penalty: 2265.792236
	Iteration 15Q: 3 clusters Score -81551.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81553.281250 Penalty: 2265.792236
	Iteration 16Q: 3 clusters Score -81553.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81555.875000 Penalty: 2265.792236
	Iteration 17Q: 3 clusters Score -81555.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81558.476562 Penalty: 2265.792236
	Iteration 18Q: 3 clusters Score -81558.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81560.796875 Penalty: 2265.792236
	Iteration 19Q: 3 clusters Score -81560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81563.570312 Penalty: 2265.792236
	Iteration 20F: 3 clusters Score -81563.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81565.429688 Penalty: 2265.792236
	Iteration 21Q: 3 clusters Score -81565.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81566.656250 Penalty: 2265.792236
	Iteration 22Q: 3 clusters Score -81566.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81567.195312 Penalty: 2265.792236
	Iteration 23Q: 3 clusters Score -81567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81567.195312 Penalty: 2265.792236
	Iteration 24F: 3 clusters Score -81567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -267044.406250 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -267044.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -264046.250000 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -264046.2 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -264835.031250 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -264835 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -264982.843750 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -264982.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -265092.250000 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -265092.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -265178.437500 Penalty: 2650.772461
	Iteration 4Q: 3 clusters Score -265178.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -265229.750000 Penalty: 2650.772461
	Iteration 5Q: 3 clusters Score -265229.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -265267.968750 Penalty: 2650.772461
	Iteration 6Q: 3 clusters Score -265268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -265313.500000 Penalty: 2650.772461
	Iteration 7Q: 3 clusters Score -265313.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265359.250000 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -265359.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -265414.750000 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -265414.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -265499.937500 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -265499.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -265611.500000 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -265611.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -265753.625000 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -265753.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -265924.062500 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -265924.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -266133.562500 Penalty: 2650.772461
	Iteration 14F: 3 clusters Score -266133.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -266369.062500 Penalty: 2650.772461
	Iteration 15F: 3 clusters Score -266369.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -266559.531250 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -266559.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -266688.687500 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -266688.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -266770.218750 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -266770.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266829.781250 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -266829.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -266866.406250 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -266866.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -266901.156250 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -266901.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -266924.250000 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -266924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -266934.531250 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -266934.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -266946.312500 Penalty: 2650.772461
	Iteration 24Q: 3 clusters Score -266946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -266957.250000 Penalty: 2650.772461
	Iteration 25Q: 3 clusters Score -266957.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266966.750000 Penalty: 2650.772461
	Iteration 26Q: 3 clusters Score -266966.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -266974.093750 Penalty: 2650.772461
	Iteration 27Q: 3 clusters Score -266974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -266978.437500 Penalty: 2650.772461
	Iteration 28Q: 3 clusters Score -266978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -266986.062500 Penalty: 2650.772461
	Iteration 29Q: 3 clusters Score -266986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -266993.031250 Penalty: 2650.772461
	Iteration 30Q: 3 clusters Score -266993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267000.281250 Penalty: 2650.772461
	Iteration 31Q: 3 clusters Score -267000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -267004.187500 Penalty: 2650.772461
	Iteration 32Q: 3 clusters Score -267004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -267010.125000 Penalty: 2650.772461
	Iteration 33Q: 3 clusters Score -267010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -267016.968750 Penalty: 2650.772461
	Iteration 34Q: 3 clusters Score -267017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -267022.000000 Penalty: 2650.772461
	Iteration 35Q: 3 clusters Score -267022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -267026.937500 Penalty: 2650.772461
	Iteration 36Q: 3 clusters Score -267026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -267031.656250 Penalty: 2650.772461
	Iteration 37Q: 3 clusters Score -267031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -267040.500000 Penalty: 2650.772461
	Iteration 38Q: 3 clusters Score -267040.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267049.562500 Penalty: 2650.772461
	Iteration 39Q: 3 clusters Score -267049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267057.000000 Penalty: 2650.772461
	Iteration 40F: 3 clusters Score -267057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267061.781250 Penalty: 2650.772461
	Iteration 41Q: 3 clusters Score -267061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -267066.093750 Penalty: 2650.772461
	Iteration 42Q: 3 clusters Score -267066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267069.281250 Penalty: 2650.772461
	Iteration 43Q: 3 clusters Score -267069.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -267072.468750 Penalty: 2650.772461
	Iteration 44Q: 3 clusters Score -267072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267080.218750 Penalty: 2650.772461
	Iteration 45Q: 3 clusters Score -267080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267090.406250 Penalty: 2650.772461
	Iteration 46Q: 3 clusters Score -267090.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267112.437500 Penalty: 2650.772461
	Iteration 47Q: 3 clusters Score -267112.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267151.406250 Penalty: 2650.772461
	Iteration 48Q: 3 clusters Score -267151.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267204.187500 Penalty: 2650.772461
	Iteration 49Q: 3 clusters Score -267204.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267258.062500 Penalty: 2650.772461
	Iteration 50Q: 3 clusters Score -267258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -267264.437500 Penalty: 2650.772461
	Iteration 51Q: 3 clusters Score -267264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267266.437500 Penalty: 2650.772461
	Iteration 52Q: 3 clusters Score -267266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267268.000000 Penalty: 2650.772461
	Iteration 53Q: 3 clusters Score -267268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267268.593750 Penalty: 2650.772461
	Iteration 54Q: 3 clusters Score -267268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267268.593750 Penalty: 2650.772461
	Iteration 55F: 3 clusters Score -267268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140481 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 786 members 
Mstep: Class 31 contains 4924 members 
Mstep: Class 32 contains 1093 members 
Entering Unmasked Estep 
Score: -76315536.000000 Penalty: 71266.492188
Splitting cluster 27 changes total score from -76316160.000000 to -76315536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -309298.968750 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -309299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -306141.968750 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -306142 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -307006.187500 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -307006.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -307298.968750 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -307299 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -307550.343750 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -307550.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -307807.750000 Penalty: 2671.193604
	Iteration 4F: 3 clusters Score -307807.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -307987.281250 Penalty: 2671.193604
	Iteration 5F: 3 clusters Score -307987.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -308139.156250 Penalty: 2671.193604
	Iteration 6F: 3 clusters Score -308139.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -308257.093750 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -308257.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -308335.562500 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -308335.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -308414.687500 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -308414.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -308484.375000 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -308484.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -308539.875000 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -308539.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -308579.375000 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -308579.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -308614.843750 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -308614.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -308638.718750 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -308638.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -308658.156250 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -308658.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -308668.093750 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -308668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -308679.656250 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -308679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -308685.843750 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -308685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -308690.937500 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -308690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -308698.593750 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -308698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -308701.750000 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -308701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -308705.250000 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -308705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -308711.437500 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -308711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -308717.750000 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -308717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -308722.062500 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -308722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -308727.250000 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -308727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -308732.718750 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -308732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -308735.093750 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -308735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -308737.187500 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -308737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -308738.750000 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -308738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -308739.625000 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -308739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -308740.968750 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -308741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -308743.125000 Penalty: 2671.193604
	Iteration 33Q: 3 clusters Score -308743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -308744.250000 Penalty: 2671.193604
	Iteration 34Q: 3 clusters Score -308744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -308747.187500 Penalty: 2671.193604
	Iteration 35Q: 3 clusters Score -308747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -308750.812500 Penalty: 2671.193604
	Iteration 36Q: 3 clusters Score -308750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -308753.937500 Penalty: 2671.193604
	Iteration 37Q: 3 clusters Score -308753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -308757.906250 Penalty: 2671.193604
	Iteration 38Q: 3 clusters Score -308757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -308762.000000 Penalty: 2671.193604
	Iteration 39Q: 3 clusters Score -308762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -308763.406250 Penalty: 2671.193604
	Iteration 40F: 3 clusters Score -308763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -308764.156250 Penalty: 2671.193604
	Iteration 41Q: 3 clusters Score -308764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -308764.156250 Penalty: 2671.193604
	Iteration 42F: 3 clusters Score -308764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -170468.656250 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -170468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -168392.062500 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -168392.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -168890.921875 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -168890.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169043.453125 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -169043.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -169140.515625 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -169140.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -169233.531250 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -169233.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -169335.765625 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -169335.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169451.546875 Penalty: 2477.683594
	Iteration 6F: 3 clusters Score -169451.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169547.921875 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -169547.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169626.859375 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -169626.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -169696.750000 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -169696.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -169767.562500 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -169767.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -169814.093750 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -169814.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -169832.359375 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -169832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -169838.515625 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -169838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169840.890625 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -169840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -169843.734375 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -169843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -169845.281250 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -169845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -169845.281250 Penalty: 2477.683594
	Iteration 17F: 3 clusters Score -169845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -52234.863281 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -52234.86 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 379 members 
Entering Unmasked Estep 
Score: -50999.429688 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -50999.43 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51258.359375 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -51258.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -51400.593750 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -51400.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51483.867188 Penalty: 2166.760986
	Iteration 3Q: 3 clusters Score -51483.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -51521.269531 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -51521.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51548.597656 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -51548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -51575.078125 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -51575.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51618.542969 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -51618.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51667.105469 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -51667.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51734.105469 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -51734.11 nChanged 28
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: -51814.835938 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -51814.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51862.558594 Penalty: 2166.760986
	Iteration 11Q: 3 clusters Score -51862.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -51898.578125 Penalty: 2166.760986
	Iteration 12Q: 3 clusters Score -51898.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51911.242188 Penalty: 2166.760986
	Iteration 13Q: 3 clusters Score -51911.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51928.812500 Penalty: 2166.760986
	Iteration 14Q: 3 clusters Score -51928.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51934.433594 Penalty: 2166.760986
	Iteration 15Q: 3 clusters Score -51934.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51937.660156 Penalty: 2166.760986
	Iteration 16Q: 3 clusters Score -51937.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51939.867188 Penalty: 2166.760986
	Iteration 17Q: 3 clusters Score -51939.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51940.085938 Penalty: 2166.760986
	Iteration 18F: 3 clusters Score -51940.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51943.859375 Penalty: 2166.760986
	Iteration 19Q: 3 clusters Score -51943.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51944.851562 Penalty: 2166.760986
	Iteration 20F: 3 clusters Score -51944.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51947.054688 Penalty: 2166.760986
	Iteration 21Q: 3 clusters Score -51947.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51952.750000 Penalty: 2166.760986
	Iteration 22Q: 3 clusters Score -51952.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51954.582031 Penalty: 2166.760986
	Iteration 23Q: 3 clusters Score -51954.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51957.976562 Penalty: 2166.760986
	Iteration 24Q: 3 clusters Score -51957.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51965.136719 Penalty: 2166.760986
	Iteration 25Q: 3 clusters Score -51965.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51976.101562 Penalty: 2166.760986
	Iteration 26Q: 3 clusters Score -51976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51994.941406 Penalty: 2166.760986
	Iteration 27Q: 3 clusters Score -51994.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52017.484375 Penalty: 2166.760986
	Iteration 28Q: 3 clusters Score -52017.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52070.550781 Penalty: 2166.760986
	Iteration 29Q: 3 clusters Score -52070.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52102.449219 Penalty: 2166.760986
	Iteration 30Q: 3 clusters Score -52102.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52136.324219 Penalty: 2166.760986
	Iteration 31Q: 3 clusters Score -52136.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52159.761719 Penalty: 2166.760986
	Iteration 32Q: 3 clusters Score -52159.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52171.402344 Penalty: 2166.760986
	Iteration 33Q: 3 clusters Score -52171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52174.742188 Penalty: 2166.760986
	Iteration 34Q: 3 clusters Score -52174.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52175.949219 Penalty: 2166.760986
	Iteration 35Q: 3 clusters Score -52175.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52175.949219 Penalty: 2166.760986
	Iteration 36F: 3 clusters Score -52175.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 11 contains 84773 members 
Mstep: Class 12 contains 52203 members 
Mstep: Class 13 contains 47790 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140481 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18543 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316600.000000 Penalty: 69039.414062
Iteration 159Q: 32 clusters Score -7.63166e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 80615 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 12495 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1072 members 
Mstep: Class 10 contains 97123 members 
Mstep: Class 11 contains 84792 members 
Mstep: Class 12 contains 52235 members 
Mstep: Class 13 contains 47809 members 
Mstep: Class 14 contains 6429 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 140549 members 
Mstep: Class 17 contains 23671 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17896 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18542 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 4875 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317200.000000 Penalty: 69039.414062
Iteration 160F: 32 clusters Score -7.63172e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 9988 members 
Mstep: Class 4 contains 80616 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 12492 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 1076 members 
Mstep: Class 10 contains 97099 members 
Mstep: Class 11 contains 84656 members 
Mstep: Class 12 contains 52218 members 
Mstep: Class 13 contains 47787 members 
Mstep: Class 14 contains 6383 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 140418 members 
Mstep: Class 17 contains 23679 members 
Mstep: Class 18 contains 19698 members 
Mstep: Class 19 contains 30643 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18528 members 
Mstep: Class 24 contains 28149 members 
Mstep: Class 25 contains 4869 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317352.000000 Penalty: 69039.414062
Iteration 161Q: 32 clusters Score -7.631735e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 9988 members 
Mstep: Class 4 contains 80614 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 97099 members 
Mstep: Class 11 contains 84565 members 
Mstep: Class 12 contains 52196 members 
Mstep: Class 13 contains 47769 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 140389 members 
Mstep: Class 17 contains 23704 members 
Mstep: Class 18 contains 19694 members 
Mstep: Class 19 contains 30641 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 4270 members 
Mstep: Class 22 contains 173476 members 
Mstep: Class 23 contains 18518 members 
Mstep: Class 24 contains 28137 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 3700 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 5341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317280.000000 Penalty: 69039.414062
Iteration 162Q: 32 clusters Score -7.631728e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 80618 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 97114 members 
Mstep: Class 11 contains 84492 members 
Mstep: Class 12 contains 52184 members 
Mstep: Class 13 contains 47749 members 
Mstep: Class 14 contains 6322 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 140366 members 
Mstep: Class 17 contains 23724 members 
Mstep: Class 18 contains 19695 members 
Mstep: Class 19 contains 30640 members 
Mstep: Class 20 contains 17871 members 
Mstep: Class 21 contains 4269 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18508 members 
Mstep: Class 24 contains 28130 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 760 members 
Mstep: Class 31 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 32 clusters Score -7.631768e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2611 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 12471 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 97139 members 
Mstep: Class 11 contains 84436 members 
Mstep: Class 12 contains 52159 members 
Mstep: Class 13 contains 47739 members 
Mstep: Class 14 contains 6307 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 140348 members 
Mstep: Class 17 contains 23742 members 
Mstep: Class 18 contains 19689 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17861 members 
Mstep: Class 21 contains 4269 members 
Mstep: Class 22 contains 173473 members 
Mstep: Class 23 contains 18503 members 
Mstep: Class 24 contains 28126 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 32 clusters Score -7.631758e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 9991 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 97132 members 
Mstep: Class 11 contains 84397 members 
Mstep: Class 12 contains 52135 members 
Mstep: Class 13 contains 47727 members 
Mstep: Class 14 contains 6289 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140347 members 
Mstep: Class 17 contains 23747 members 
Mstep: Class 18 contains 19682 members 
Mstep: Class 19 contains 30643 members 
Mstep: Class 20 contains 17857 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 173464 members 
Mstep: Class 23 contains 18496 members 
Mstep: Class 24 contains 28123 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 3700 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317696.000000 Penalty: 69039.414062
Iteration 165Q: 32 clusters Score -7.63177e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 9992 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 97134 members 
Mstep: Class 11 contains 84362 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 47713 members 
Mstep: Class 14 contains 6267 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 140356 members 
Mstep: Class 17 contains 23758 members 
Mstep: Class 18 contains 19674 members 
Mstep: Class 19 contains 30643 members 
Mstep: Class 20 contains 17849 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18491 members 
Mstep: Class 24 contains 28122 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 1090 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 770 members 
Mstep: Class 31 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317808.000000 Penalty: 69039.414062
Iteration 166Q: 32 clusters Score -7.631781e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 9992 members 
Mstep: Class 4 contains 80610 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 12461 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 97134 members 
Mstep: Class 11 contains 84338 members 
Mstep: Class 12 contains 52091 members 
Mstep: Class 13 contains 47704 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 140371 members 
Mstep: Class 17 contains 23763 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17846 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 173454 members 
Mstep: Class 23 contains 18489 members 
Mstep: Class 24 contains 28121 members 
Mstep: Class 25 contains 4855 members 
Mstep: Class 26 contains 1095 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 2042 members 
Mstep: Class 30 contains 767 members 
Mstep: Class 31 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 32 clusters Score -7.631775e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80603 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 97133 members 
Mstep: Class 11 contains 84317 members 
Mstep: Class 12 contains 52075 members 
Mstep: Class 13 contains 47693 members 
Mstep: Class 14 contains 6244 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 140388 members 
Mstep: Class 17 contains 23760 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17845 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 173455 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 28120 members 
Mstep: Class 25 contains 4854 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 32 clusters Score -7.631773e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80605 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 97137 members 
Mstep: Class 11 contains 84297 members 
Mstep: Class 12 contains 52057 members 
Mstep: Class 13 contains 47685 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 140396 members 
Mstep: Class 17 contains 23766 members 
Mstep: Class 18 contains 19648 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17842 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18489 members 
Mstep: Class 24 contains 28119 members 
Mstep: Class 25 contains 4852 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 32 clusters Score -7.631775e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80601 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 12424 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 97136 members 
Mstep: Class 11 contains 84277 members 
Mstep: Class 12 contains 52043 members 
Mstep: Class 13 contains 47679 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 140411 members 
Mstep: Class 17 contains 23768 members 
Mstep: Class 18 contains 19645 members 
Mstep: Class 19 contains 30642 members 
Mstep: Class 20 contains 17838 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 173456 members 
Mstep: Class 23 contains 18488 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 2043 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 6049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 32 clusters Score -7.631765e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80597 members 
Mstep: Class 5 contains 2516 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 12423 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 97143 members 
Mstep: Class 11 contains 84258 members 
Mstep: Class 12 contains 52025 members 
Mstep: Class 13 contains 47672 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 140417 members 
Mstep: Class 17 contains 23761 members 
Mstep: Class 18 contains 19642 members 
Mstep: Class 19 contains 30640 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 173454 members 
Mstep: Class 23 contains 18486 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 3757 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 6098 members 
Entering Unmasked Estep 
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Iteration 171Q: 32 clusters Score -7.63177e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 4 contains 80596 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 97146 members 
Mstep: Class 11 contains 84244 members 
Mstep: Class 12 contains 52011 members 
Mstep: Class 13 contains 47671 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 140426 members 
Mstep: Class 17 contains 23754 members 
Mstep: Class 18 contains 19641 members 
Mstep: Class 19 contains 30639 members 
Mstep: Class 20 contains 17838 members 
Mstep: Class 21 contains 4265 members 
Mstep: Class 22 contains 173457 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 3764 members 
Mstep: Class 29 contains 2044 members 
Mstep: Class 30 contains 763 members 
Mstep: Class 31 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 32 clusters Score -7.631781e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1152 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 4 contains 80601 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 12416 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 97154 members 
Mstep: Class 11 contains 84224 members 
Mstep: Class 12 contains 51998 members 
Mstep: Class 13 contains 47666 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 140433 members 
Mstep: Class 17 contains 23755 members 
Mstep: Class 18 contains 19637 members 
Mstep: Class 19 contains 30639 members 
Mstep: Class 20 contains 17837 members 
Mstep: Class 21 contains 4265 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18482 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 3765 members 
Mstep: Class 29 contains 2045 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 6167 members 
Entering Unmasked Estep 
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Iteration 173Q: 32 clusters Score -7.63179e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 4 contains 80606 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 97158 members 
Mstep: Class 11 contains 84214 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 47673 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 140428 members 
Mstep: Class 17 contains 23757 members 
Mstep: Class 18 contains 19634 members 
Mstep: Class 19 contains 30638 members 
Mstep: Class 20 contains 17836 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 173457 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 3768 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6179 members 
Entering Unmasked Estep 
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Iteration 174Q: 32 clusters Score -7.63179e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 4 contains 80612 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 97154 members 
Mstep: Class 11 contains 84204 members 
Mstep: Class 12 contains 51990 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 140426 members 
Mstep: Class 17 contains 23763 members 
Mstep: Class 18 contains 19633 members 
Mstep: Class 19 contains 30640 members 
Mstep: Class 20 contains 17835 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18477 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3773 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317896.000000 Penalty: 69039.414062
Iteration 175Q: 32 clusters Score -7.63179e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80611 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 97159 members 
Mstep: Class 11 contains 84200 members 
Mstep: Class 12 contains 51991 members 
Mstep: Class 13 contains 47679 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 140414 members 
Mstep: Class 17 contains 23756 members 
Mstep: Class 18 contains 19632 members 
Mstep: Class 19 contains 30642 members 
Mstep: Class 20 contains 17834 members 
Mstep: Class 21 contains 4256 members 
Mstep: Class 22 contains 173460 members 
Mstep: Class 23 contains 18477 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 2046 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6195 members 
Entering Unmasked Estep 
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Iteration 176Q: 32 clusters Score -7.631789e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 97163 members 
Mstep: Class 11 contains 84198 members 
Mstep: Class 12 contains 51989 members 
Mstep: Class 13 contains 47683 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 140409 members 
Mstep: Class 17 contains 23758 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18477 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3785 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 772 members 
Mstep: Class 31 contains 6206 members 
Entering Unmasked Estep 
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Iteration 177Q: 32 clusters Score -7.63179e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 97169 members 
Mstep: Class 11 contains 84193 members 
Mstep: Class 12 contains 51986 members 
Mstep: Class 13 contains 47685 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 140400 members 
Mstep: Class 17 contains 23756 members 
Mstep: Class 18 contains 19621 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17830 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 28113 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3793 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6219 members 
Entering Unmasked Estep 
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Iteration 178Q: 32 clusters Score -7.6318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80610 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 97175 members 
Mstep: Class 11 contains 84189 members 
Mstep: Class 12 contains 51986 members 
Mstep: Class 13 contains 47685 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 140391 members 
Mstep: Class 17 contains 23754 members 
Mstep: Class 18 contains 19616 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17830 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318000.000000 Penalty: 69039.414062
Iteration 179Q: 32 clusters Score -7.6318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 97174 members 
Mstep: Class 11 contains 84184 members 
Mstep: Class 12 contains 51984 members 
Mstep: Class 13 contains 47689 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140387 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 19614 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 173458 members 
Mstep: Class 23 contains 18476 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318072.000000 Penalty: 69039.414062
Iteration 180F: 32 clusters Score -7.631807e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80608 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 97174 members 
Mstep: Class 11 contains 84179 members 
Mstep: Class 12 contains 51979 members 
Mstep: Class 13 contains 47691 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140382 members 
Mstep: Class 17 contains 23749 members 
Mstep: Class 18 contains 19609 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 173457 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318096.000000 Penalty: 69039.414062
Iteration 181Q: 32 clusters Score -7.63181e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80606 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 1179 members 
Mstep: Class 10 contains 97176 members 
Mstep: Class 11 contains 84173 members 
Mstep: Class 12 contains 51978 members 
Mstep: Class 13 contains 47695 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140370 members 
Mstep: Class 17 contains 23746 members 
Mstep: Class 18 contains 19606 members 
Mstep: Class 19 contains 30644 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 173454 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318088.000000 Penalty: 69039.414062
Iteration 182Q: 32 clusters Score -7.631809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80610 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 97178 members 
Mstep: Class 11 contains 84165 members 
Mstep: Class 12 contains 51978 members 
Mstep: Class 13 contains 47699 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140361 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 19601 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173455 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318024.000000 Penalty: 69039.414062
Iteration 183Q: 32 clusters Score -7.631802e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 80611 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1184 members 
Mstep: Class 10 contains 97181 members 
Mstep: Class 11 contains 84154 members 
Mstep: Class 12 contains 51977 members 
Mstep: Class 13 contains 47697 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140362 members 
Mstep: Class 17 contains 23739 members 
Mstep: Class 18 contains 19600 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318048.000000 Penalty: 69039.414062
Iteration 184Q: 32 clusters Score -7.631805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80611 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 97187 members 
Mstep: Class 11 contains 84148 members 
Mstep: Class 12 contains 51975 members 
Mstep: Class 13 contains 47697 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140358 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173450 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318120.000000 Penalty: 69039.414062
Iteration 185Q: 32 clusters Score -7.631812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80610 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1189 members 
Mstep: Class 10 contains 97191 members 
Mstep: Class 11 contains 84142 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 47698 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140356 members 
Mstep: Class 17 contains 23733 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17830 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173452 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318136.000000 Penalty: 69039.414062
Iteration 186Q: 32 clusters Score -7.631814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12406 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 10 contains 97193 members 
Mstep: Class 11 contains 84138 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 47699 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140352 members 
Mstep: Class 17 contains 23732 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173450 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318224.000000 Penalty: 69039.414062
Iteration 187Q: 32 clusters Score -7.631822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12405 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 97197 members 
Mstep: Class 11 contains 84131 members 
Mstep: Class 12 contains 51971 members 
Mstep: Class 13 contains 47699 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 173450 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318160.000000 Penalty: 69039.414062
Iteration 188Q: 32 clusters Score -7.631816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80615 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12405 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 10 contains 97199 members 
Mstep: Class 11 contains 84125 members 
Mstep: Class 12 contains 51969 members 
Mstep: Class 13 contains 47700 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140354 members 
Mstep: Class 17 contains 23733 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17827 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18475 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 6331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318152.000000 Penalty: 69039.414062
Iteration 189Q: 32 clusters Score -7.631815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80615 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 97198 members 
Mstep: Class 11 contains 84122 members 
Mstep: Class 12 contains 51969 members 
Mstep: Class 13 contains 47702 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140354 members 
Mstep: Class 17 contains 23732 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17827 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173452 members 
Mstep: Class 23 contains 18474 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 770 members 
Mstep: Class 31 contains 6339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318144.000000 Penalty: 69039.414062
Iteration 190Q: 32 clusters Score -7.631814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80617 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 97199 members 
Mstep: Class 11 contains 84119 members 
Mstep: Class 12 contains 51968 members 
Mstep: Class 13 contains 47702 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140353 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173452 members 
Mstep: Class 23 contains 18472 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318184.000000 Penalty: 69039.414062
Iteration 191Q: 32 clusters Score -7.631818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80618 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12399 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 97203 members 
Mstep: Class 11 contains 84116 members 
Mstep: Class 12 contains 51966 members 
Mstep: Class 13 contains 47704 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140355 members 
Mstep: Class 17 contains 23730 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173452 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318176.000000 Penalty: 69039.414062
Iteration 192Q: 32 clusters Score -7.631818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80618 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12398 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 97203 members 
Mstep: Class 11 contains 84116 members 
Mstep: Class 12 contains 51964 members 
Mstep: Class 13 contains 47706 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140354 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318128.000000 Penalty: 69039.414062
Iteration 193Q: 32 clusters Score -7.631813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12397 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84116 members 
Mstep: Class 12 contains 51964 members 
Mstep: Class 13 contains 47706 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140360 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318128.000000 Penalty: 69039.414062
Iteration 194Q: 32 clusters Score -7.631813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80612 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1202 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84116 members 
Mstep: Class 12 contains 51962 members 
Mstep: Class 13 contains 47707 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140363 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318144.000000 Penalty: 69039.414062
Iteration 195Q: 32 clusters Score -7.631814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80612 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97206 members 
Mstep: Class 11 contains 84116 members 
Mstep: Class 12 contains 51960 members 
Mstep: Class 13 contains 47709 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140363 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318120.000000 Penalty: 69039.414062
Iteration 196Q: 32 clusters Score -7.631812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 51959 members 
Mstep: Class 13 contains 47709 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140365 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318136.000000 Penalty: 69039.414062
Iteration 197Q: 32 clusters Score -7.631814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 51958 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140368 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318120.000000 Penalty: 69039.414062
Iteration 198Q: 32 clusters Score -7.631812e+07 nChanged 1
Entering ConstructFrom: 
Score: -76318120.000000 Penalty: 69039.414062
Entering ConstructFrom: 
Trying to split cluster 1 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87912.414062 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -87912.41 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 527 members 
Entering Unmasked Estep 
Score: -86428.109375 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -86428.11 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86733.460938 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -86733.46 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86851.273438 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -86851.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86937.703125 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -86937.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87039.851562 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -87039.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87226.039062 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -87226.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87426.554688 Penalty: 2283.300049
	Iteration 6F: 3 clusters Score -87426.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87569.343750 Penalty: 2283.300049
	Iteration 7F: 3 clusters Score -87569.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87653.468750 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -87653.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87705.328125 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -87705.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87735.523438 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -87735.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87757.632812 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -87757.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87772.531250 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -87772.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87786.484375 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -87786.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87794.710938 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -87794.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87803.507812 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -87803.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87809.359375 Penalty: 2283.300049
	Iteration 16Q: 3 clusters Score -87809.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87812.289062 Penalty: 2283.300049
	Iteration 17Q: 3 clusters Score -87812.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87814.117188 Penalty: 2283.300049
	Iteration 18Q: 3 clusters Score -87814.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87814.117188 Penalty: 2283.300049
	Iteration 19F: 3 clusters Score -87814.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -94339.289062 Penalty: 1145.221558
	Iteration 0F: 2 clusters Score -94339.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -92807.906250 Penalty: 2290.443115
	Iteration 0F: 3 clusters Score -92807.91 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93126.546875 Penalty: 2290.443115
	Iteration 1F: 3 clusters Score -93126.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93209.234375 Penalty: 2290.443115
	Iteration 2F: 3 clusters Score -93209.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93259.937500 Penalty: 2290.443115
	Iteration 3Q: 3 clusters Score -93259.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93299.023438 Penalty: 2290.443115
	Iteration 4Q: 3 clusters Score -93299.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93325.046875 Penalty: 2290.443115
	Iteration 5Q: 3 clusters Score -93325.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93350.187500 Penalty: 2290.443115
	Iteration 6Q: 3 clusters Score -93350.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93370.429688 Penalty: 2290.443115
	Iteration 7Q: 3 clusters Score -93370.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -93385.726562 Penalty: 2290.443115
	Iteration 8Q: 3 clusters Score -93385.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93410.781250 Penalty: 2290.443115
	Iteration 9Q: 3 clusters Score -93410.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93433.812500 Penalty: 2290.443115
	Iteration 10Q: 3 clusters Score -93433.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93452.375000 Penalty: 2290.443115
	Iteration 11Q: 3 clusters Score -93452.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -93464.054688 Penalty: 2290.443115
	Iteration 12Q: 3 clusters Score -93464.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93469.257812 Penalty: 2290.443115
	Iteration 13Q: 3 clusters Score -93469.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93478.000000 Penalty: 2290.443115
	Iteration 14Q: 3 clusters Score -93478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93483.578125 Penalty: 2290.443115
	Iteration 15Q: 3 clusters Score -93483.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -93485.679688 Penalty: 2290.443115
	Iteration 16Q: 3 clusters Score -93485.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93489.101562 Penalty: 2290.443115
	Iteration 17Q: 3 clusters Score -93489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93497.671875 Penalty: 2290.443115
	Iteration 18Q: 3 clusters Score -93497.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93508.328125 Penalty: 2290.443115
	Iteration 19Q: 3 clusters Score -93508.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93516.679688 Penalty: 2290.443115
	Iteration 20F: 3 clusters Score -93516.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -93521.703125 Penalty: 2290.443115
	Iteration 21Q: 3 clusters Score -93521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -93526.007812 Penalty: 2290.443115
	Iteration 22Q: 3 clusters Score -93526.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93529.812500 Penalty: 2290.443115
	Iteration 23Q: 3 clusters Score -93529.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -93534.687500 Penalty: 2290.443115
	Iteration 24Q: 3 clusters Score -93534.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93541.242188 Penalty: 2290.443115
	Iteration 25Q: 3 clusters Score -93541.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -93545.562500 Penalty: 2290.443115
	Iteration 26Q: 3 clusters Score -93545.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93549.867188 Penalty: 2290.443115
	Iteration 27Q: 3 clusters Score -93549.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -93552.578125 Penalty: 2290.443115
	Iteration 28Q: 3 clusters Score -93552.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -93554.359375 Penalty: 2290.443115
	Iteration 29Q: 3 clusters Score -93554.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -93555.390625 Penalty: 2290.443115
	Iteration 30Q: 3 clusters Score -93555.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93556.570312 Penalty: 2290.443115
	Iteration 31Q: 3 clusters Score -93556.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -93556.945312 Penalty: 2290.443115
	Iteration 32Q: 3 clusters Score -93556.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93557.835938 Penalty: 2290.443115
	Iteration 33Q: 3 clusters Score -93557.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93557.835938 Penalty: 2290.443115
	Iteration 34F: 3 clusters Score -93557.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -861828.375000 Penalty: 1496.598999
	Iteration 0F: 2 clusters Score -861828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -854686.250000 Penalty: 2993.197998
	Iteration 0F: 3 clusters Score -854686.2 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -857738.812500 Penalty: 2993.197998
	Iteration 1F: 3 clusters Score -857738.8 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -859241.625000 Penalty: 2993.197998
	Iteration 2F: 3 clusters Score -859241.6 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -860605.812500 Penalty: 2993.197998
	Iteration 3F: 3 clusters Score -860605.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -861417.250000 Penalty: 2993.197998
	Iteration 4F: 3 clusters Score -861417.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -861770.687500 Penalty: 2993.197998
	Iteration 5F: 3 clusters Score -861770.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -861940.625000 Penalty: 2993.197998
	Iteration 6Q: 3 clusters Score -861940.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -862028.562500 Penalty: 2993.197998
	Iteration 7Q: 3 clusters Score -862028.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -862077.750000 Penalty: 2993.197998
	Iteration 8Q: 3 clusters Score -862077.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -862109.875000 Penalty: 2993.197998
	Iteration 9Q: 3 clusters Score -862109.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -862132.000000 Penalty: 2993.197998
	Iteration 10Q: 3 clusters Score -862132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -862145.625000 Penalty: 2993.197998
	Iteration 11Q: 3 clusters Score -862145.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -862166.000000 Penalty: 2993.197998
	Iteration 12Q: 3 clusters Score -862166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -862173.062500 Penalty: 2993.197998
	Iteration 13Q: 3 clusters Score -862173.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -862181.750000 Penalty: 2993.197998
	Iteration 14Q: 3 clusters Score -862181.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -862184.750000 Penalty: 2993.197998
	Iteration 15Q: 3 clusters Score -862184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -862191.312500 Penalty: 2993.197998
	Iteration 16Q: 3 clusters Score -862191.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -862195.312500 Penalty: 2993.197998
	Iteration 17Q: 3 clusters Score -862195.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -862201.812500 Penalty: 2993.197998
	Iteration 18Q: 3 clusters Score -862201.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -862203.625000 Penalty: 2993.197998
	Iteration 19Q: 3 clusters Score -862203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -862209.812500 Penalty: 2993.197998
	Iteration 20F: 3 clusters Score -862209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -862212.375000 Penalty: 2993.197998
	Iteration 21Q: 3 clusters Score -862212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -862214.500000 Penalty: 2993.197998
	Iteration 22Q: 3 clusters Score -862214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -862215.375000 Penalty: 2993.197998
	Iteration 23Q: 3 clusters Score -862215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -862217.187500 Penalty: 2993.197998
	Iteration 24Q: 3 clusters Score -862217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -862216.625000 Penalty: 2993.197998
	Iteration 25Q: 3 clusters Score -862216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -862218.750000 Penalty: 2993.197998
	Iteration 26Q: 3 clusters Score -862218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -862219.375000 Penalty: 2993.197998
	Iteration 27Q: 3 clusters Score -862219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -862222.875000 Penalty: 2993.197998
	Iteration 28Q: 3 clusters Score -862222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -862220.750000 Penalty: 2993.197998
	Iteration 29Q: 3 clusters Score -862220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -862220.312500 Penalty: 2993.197998
	Iteration 30Q: 3 clusters Score -862220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -862222.750000 Penalty: 2993.197998
	Iteration 31Q: 3 clusters Score -862222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -862222.750000 Penalty: 2993.197998
	Iteration 32F: 3 clusters Score -862222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 51957 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140369 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 8584 members 
Entering Unmasked Estep 
Score: -76317632.000000 Penalty: 71266.492188
Splitting cluster 3 changes total score from -76318120.000000 to -76317632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (80613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Entering Unmasked Estep 
Score: -7189776.000000 Penalty: 1835.829956
	Iteration 0F: 2 clusters Score -7189776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7136119.000000 Penalty: 3671.659912
	Iteration 0F: 3 clusters Score -7136119 nChanged 38107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -7157832.000000 Penalty: 3671.659912
	Iteration 1F: 3 clusters Score -7157832 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7158391.000000 Penalty: 3671.659912
	Iteration 2Q: 3 clusters Score -7158391 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7159012.500000 Penalty: 3671.659912
	Iteration 3Q: 3 clusters Score -7159012 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7159730.000000 Penalty: 3671.659912
	Iteration 4Q: 3 clusters Score -7159730 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7160796.500000 Penalty: 3671.659912
	Iteration 5Q: 3 clusters Score -7160796 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -7162370.500000 Penalty: 3671.659912
	Iteration 6Q: 3 clusters Score -7162370 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -7164707.000000 Penalty: 3671.659912
	Iteration 7F: 3 clusters Score -7164707 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -7168105.500000 Penalty: 3671.659912
	Iteration 8F: 3 clusters Score -7168106 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7172106.500000 Penalty: 3671.659912
	Iteration 9F: 3 clusters Score -7172106 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7176062.000000 Penalty: 3671.659912
	Iteration 10F: 3 clusters Score -7176062 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -7179289.000000 Penalty: 3671.659912
	Iteration 11F: 3 clusters Score -7179289 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -7181603.500000 Penalty: 3671.659912
	Iteration 12Q: 3 clusters Score -7181604 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7183142.500000 Penalty: 3671.659912
	Iteration 13Q: 3 clusters Score -7183142 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -7184171.500000 Penalty: 3671.659912
	Iteration 14Q: 3 clusters Score -7184172 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -7184847.500000 Penalty: 3671.659912
	Iteration 15Q: 3 clusters Score -7184848 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7185305.500000 Penalty: 3671.659912
	Iteration 16Q: 3 clusters Score -7185306 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -7185614.000000 Penalty: 3671.659912
	Iteration 17Q: 3 clusters Score -7185614 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -7185944.500000 Penalty: 3671.659912
	Iteration 18Q: 3 clusters Score -7185944 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -7186172.500000 Penalty: 3671.659912
	Iteration 19Q: 3 clusters Score -7186172 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -7186423.000000 Penalty: 3671.659912
	Iteration 20F: 3 clusters Score -7186423 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7186639.500000 Penalty: 3671.659912
	Iteration 21Q: 3 clusters Score -7186640 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7186862.000000 Penalty: 3671.659912
	Iteration 22Q: 3 clusters Score -7186862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7187078.500000 Penalty: 3671.659912
	Iteration 23Q: 3 clusters Score -7187078 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7187257.500000 Penalty: 3671.659912
	Iteration 24Q: 3 clusters Score -7187258 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7187396.000000 Penalty: 3671.659912
	Iteration 25Q: 3 clusters Score -7187396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7187517.500000 Penalty: 3671.659912
	Iteration 26Q: 3 clusters Score -7187518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7187631.500000 Penalty: 3671.659912
	Iteration 27Q: 3 clusters Score -7187632 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7187724.000000 Penalty: 3671.659912
	Iteration 28Q: 3 clusters Score -7187724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7187796.000000 Penalty: 3671.659912
	Iteration 29Q: 3 clusters Score -7187796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7187832.500000 Penalty: 3671.659912
	Iteration 30Q: 3 clusters Score -7187832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7187902.000000 Penalty: 3671.659912
	Iteration 31Q: 3 clusters Score -7187902 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7187923.500000 Penalty: 3671.659912
	Iteration 32Q: 3 clusters Score -7187924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7187991.000000 Penalty: 3671.659912
	Iteration 33Q: 3 clusters Score -7187991 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7188039.500000 Penalty: 3671.659912
	Iteration 34Q: 3 clusters Score -7188040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7188074.500000 Penalty: 3671.659912
	Iteration 35Q: 3 clusters Score -7188074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7188087.000000 Penalty: 3671.659912
	Iteration 36Q: 3 clusters Score -7188087 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7188135.000000 Penalty: 3671.659912
	Iteration 37Q: 3 clusters Score -7188135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7188150.000000 Penalty: 3671.659912
	Iteration 38Q: 3 clusters Score -7188150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7188193.000000 Penalty: 3671.659912
	Iteration 39Q: 3 clusters Score -7188193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7188219.000000 Penalty: 3671.659912
	Iteration 40F: 3 clusters Score -7188219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7188236.500000 Penalty: 3671.659912
	Iteration 41Q: 3 clusters Score -7188236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7188238.000000 Penalty: 3671.659912
	Iteration 42Q: 3 clusters Score -7188238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7188244.500000 Penalty: 3671.659912
	Iteration 43Q: 3 clusters Score -7188244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7188251.000000 Penalty: 3671.659912
	Iteration 44Q: 3 clusters Score -7188251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7188251.000000 Penalty: 3671.659912
	Iteration 45Q: 3 clusters Score -7188251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7188261.000000 Penalty: 3671.659912
	Iteration 46Q: 3 clusters Score -7188261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7188262.500000 Penalty: 3671.659912
	Iteration 47Q: 3 clusters Score -7188262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7188262.000000 Penalty: 3671.659912
	Iteration 48Q: 3 clusters Score -7188262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7188264.500000 Penalty: 3671.659912
	Iteration 49Q: 3 clusters Score -7188264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7188292.000000 Penalty: 3671.659912
	Iteration 50Q: 3 clusters Score -7188292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7188300.000000 Penalty: 3671.659912
	Iteration 51Q: 3 clusters Score -7188300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7188317.000000 Penalty: 3671.659912
	Iteration 52Q: 3 clusters Score -7188317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7188334.500000 Penalty: 3671.659912
	Iteration 53Q: 3 clusters Score -7188334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7188337.500000 Penalty: 3671.659912
	Iteration 54Q: 3 clusters Score -7188338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7188357.500000 Penalty: 3671.659912
	Iteration 55Q: 3 clusters Score -7188358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7188346.500000 Penalty: 3671.659912
	Iteration 56Q: 3 clusters Score -7188346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7188361.000000 Penalty: 3671.659912
	Iteration 57Q: 3 clusters Score -7188361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7188365.500000 Penalty: 3671.659912
	Iteration 58Q: 3 clusters Score -7188366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7188375.000000 Penalty: 3671.659912
	Iteration 59Q: 3 clusters Score -7188375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7188361.500000 Penalty: 3671.659912
	Iteration 60F: 3 clusters Score -7188362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7188376.000000 Penalty: 3671.659912
	Iteration 61Q: 3 clusters Score -7188376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7188379.500000 Penalty: 3671.659912
	Iteration 62Q: 3 clusters Score -7188380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7188379.500000 Penalty: 3671.659912
	Iteration 63F: 3 clusters Score -7188380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -203043.437500 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -203043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -200673.437500 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -200673.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -201253.062500 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -201253.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -201438.046875 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -201438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -201586.265625 Penalty: 2541.512207
	Iteration 3F: 3 clusters Score -201586.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -201699.875000 Penalty: 2541.512207
	Iteration 4F: 3 clusters Score -201699.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201799.421875 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -201799.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201869.531250 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -201869.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201939.015625 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -201939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201992.203125 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -201992.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -202040.656250 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -202040.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202077.296875 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -202077.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -202102.625000 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -202102.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -202118.578125 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -202118.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202133.734375 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -202133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -202147.109375 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -202147.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -202156.359375 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -202156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -202161.281250 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -202161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202164.312500 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -202164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -202166.234375 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -202166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -202166.328125 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -202166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -202166.328125 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -202166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -110374.625000 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -110374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -108513.125000 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -108513.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -109172.710938 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -109172.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109459.703125 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -109459.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109641.375000 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -109641.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109729.875000 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -109729.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109795.789062 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -109795.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -109833.554688 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -109833.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109866.882812 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -109866.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -109912.906250 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -109912.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109948.523438 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -109948.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109982.468750 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -109982.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110006.289062 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -110006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110020.101562 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -110020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110026.515625 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -110026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110034.914062 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -110034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110039.898438 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -110039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110042.421875 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -110042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110043.015625 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -110043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110043.015625 Penalty: 2415.941650
	Iteration 18F: 3 clusters Score -110043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -1117618.875000 Penalty: 1531.583496
	Iteration 0F: 2 clusters Score -1117619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1109034.375000 Penalty: 3063.166992
	Iteration 0F: 3 clusters Score -1109034 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1111874.000000 Penalty: 3063.166992
	Iteration 1F: 3 clusters Score -1111874 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1112228.125000 Penalty: 3063.166992
	Iteration 2F: 3 clusters Score -1112228 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1112524.875000 Penalty: 3063.166992
	Iteration 3F: 3 clusters Score -1112525 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1112782.500000 Penalty: 3063.166992
	Iteration 4Q: 3 clusters Score -1112782 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1113035.125000 Penalty: 3063.166992
	Iteration 5Q: 3 clusters Score -1113035 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1113339.500000 Penalty: 3063.166992
	Iteration 6Q: 3 clusters Score -1113340 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1113625.125000 Penalty: 3063.166992
	Iteration 7Q: 3 clusters Score -1113625 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1113883.625000 Penalty: 3063.166992
	Iteration 8Q: 3 clusters Score -1113884 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1114119.000000 Penalty: 3063.166992
	Iteration 9Q: 3 clusters Score -1114119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1114317.875000 Penalty: 3063.166992
	Iteration 10Q: 3 clusters Score -1114318 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1114501.250000 Penalty: 3063.166992
	Iteration 11Q: 3 clusters Score -1114501 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1114631.875000 Penalty: 3063.166992
	Iteration 12Q: 3 clusters Score -1114632 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1114719.250000 Penalty: 3063.166992
	Iteration 13Q: 3 clusters Score -1114719 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1114772.250000 Penalty: 3063.166992
	Iteration 14Q: 3 clusters Score -1114772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1114809.875000 Penalty: 3063.166992
	Iteration 15Q: 3 clusters Score -1114810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1114842.625000 Penalty: 3063.166992
	Iteration 16Q: 3 clusters Score -1114843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1114876.625000 Penalty: 3063.166992
	Iteration 17Q: 3 clusters Score -1114877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1114907.375000 Penalty: 3063.166992
	Iteration 18Q: 3 clusters Score -1114907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1114927.125000 Penalty: 3063.166992
	Iteration 19Q: 3 clusters Score -1114927 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1114958.250000 Penalty: 3063.166992
	Iteration 20F: 3 clusters Score -1114958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1114983.125000 Penalty: 3063.166992
	Iteration 21Q: 3 clusters Score -1114983 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1115007.875000 Penalty: 3063.166992
	Iteration 22Q: 3 clusters Score -1115008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1115022.875000 Penalty: 3063.166992
	Iteration 23Q: 3 clusters Score -1115023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1115041.750000 Penalty: 3063.166992
	Iteration 24Q: 3 clusters Score -1115042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1115059.500000 Penalty: 3063.166992
	Iteration 25Q: 3 clusters Score -1115060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1115071.750000 Penalty: 3063.166992
	Iteration 26Q: 3 clusters Score -1115072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1115089.750000 Penalty: 3063.166992
	Iteration 27Q: 3 clusters Score -1115090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1115106.125000 Penalty: 3063.166992
	Iteration 28Q: 3 clusters Score -1115106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1115126.625000 Penalty: 3063.166992
	Iteration 29Q: 3 clusters Score -1115127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1115142.625000 Penalty: 3063.166992
	Iteration 30Q: 3 clusters Score -1115143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1115158.875000 Penalty: 3063.166992
	Iteration 31Q: 3 clusters Score -1115159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1115174.000000 Penalty: 3063.166992
	Iteration 32Q: 3 clusters Score -1115174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1115196.750000 Penalty: 3063.166992
	Iteration 33Q: 3 clusters Score -1115197 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1115221.625000 Penalty: 3063.166992
	Iteration 34Q: 3 clusters Score -1115222 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1115244.625000 Penalty: 3063.166992
	Iteration 35Q: 3 clusters Score -1115245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1115268.125000 Penalty: 3063.166992
	Iteration 36Q: 3 clusters Score -1115268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1115296.500000 Penalty: 3063.166992
	Iteration 37Q: 3 clusters Score -1115296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1115320.000000 Penalty: 3063.166992
	Iteration 38Q: 3 clusters Score -1115320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1115352.375000 Penalty: 3063.166992
	Iteration 39Q: 3 clusters Score -1115352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1115385.500000 Penalty: 3063.166992
	Iteration 40F: 3 clusters Score -1115386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1115425.000000 Penalty: 3063.166992
	Iteration 41Q: 3 clusters Score -1115425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1115470.000000 Penalty: 3063.166992
	Iteration 42Q: 3 clusters Score -1115470 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1115528.000000 Penalty: 3063.166992
	Iteration 43Q: 3 clusters Score -1115528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1115584.750000 Penalty: 3063.166992
	Iteration 44Q: 3 clusters Score -1115585 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1115645.125000 Penalty: 3063.166992
	Iteration 45Q: 3 clusters Score -1115645 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1115714.625000 Penalty: 3063.166992
	Iteration 46Q: 3 clusters Score -1115715 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1115781.750000 Penalty: 3063.166992
	Iteration 47Q: 3 clusters Score -1115782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1115834.375000 Penalty: 3063.166992
	Iteration 48Q: 3 clusters Score -1115834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1115881.750000 Penalty: 3063.166992
	Iteration 49Q: 3 clusters Score -1115882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1115924.000000 Penalty: 3063.166992
	Iteration 50Q: 3 clusters Score -1115924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1115960.250000 Penalty: 3063.166992
	Iteration 51Q: 3 clusters Score -1115960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1115988.250000 Penalty: 3063.166992
	Iteration 52Q: 3 clusters Score -1115988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1116022.625000 Penalty: 3063.166992
	Iteration 53Q: 3 clusters Score -1116023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1116048.500000 Penalty: 3063.166992
	Iteration 54Q: 3 clusters Score -1116048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1116071.875000 Penalty: 3063.166992
	Iteration 55Q: 3 clusters Score -1116072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1116100.125000 Penalty: 3063.166992
	Iteration 56Q: 3 clusters Score -1116100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1116120.375000 Penalty: 3063.166992
	Iteration 57Q: 3 clusters Score -1116120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1116144.750000 Penalty: 3063.166992
	Iteration 58Q: 3 clusters Score -1116145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1116170.000000 Penalty: 3063.166992
	Iteration 59Q: 3 clusters Score -1116170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1116193.750000 Penalty: 3063.166992
	Iteration 60F: 3 clusters Score -1116194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1116210.625000 Penalty: 3063.166992
	Iteration 61Q: 3 clusters Score -1116211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1116221.500000 Penalty: 3063.166992
	Iteration 62Q: 3 clusters Score -1116222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1116230.125000 Penalty: 3063.166992
	Iteration 63Q: 3 clusters Score -1116230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1116247.750000 Penalty: 3063.166992
	Iteration 64Q: 3 clusters Score -1116248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1116260.625000 Penalty: 3063.166992
	Iteration 65Q: 3 clusters Score -1116261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1116272.625000 Penalty: 3063.166992
	Iteration 66Q: 3 clusters Score -1116273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1116291.625000 Penalty: 3063.166992
	Iteration 67Q: 3 clusters Score -1116292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1116302.750000 Penalty: 3063.166992
	Iteration 68Q: 3 clusters Score -1116303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1116314.625000 Penalty: 3063.166992
	Iteration 69Q: 3 clusters Score -1116315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1116328.875000 Penalty: 3063.166992
	Iteration 70Q: 3 clusters Score -1116329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1116336.375000 Penalty: 3063.166992
	Iteration 71Q: 3 clusters Score -1116336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1116345.750000 Penalty: 3063.166992
	Iteration 72Q: 3 clusters Score -1116346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1116349.625000 Penalty: 3063.166992
	Iteration 73Q: 3 clusters Score -1116350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1116352.500000 Penalty: 3063.166992
	Iteration 74Q: 3 clusters Score -1116352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1116359.125000 Penalty: 3063.166992
	Iteration 75Q: 3 clusters Score -1116359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1116360.000000 Penalty: 3063.166992
	Iteration 76Q: 3 clusters Score -1116360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1116367.875000 Penalty: 3063.166992
	Iteration 77Q: 3 clusters Score -1116368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1116371.875000 Penalty: 3063.166992
	Iteration 78Q: 3 clusters Score -1116372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1116374.125000 Penalty: 3063.166992
	Iteration 79Q: 3 clusters Score -1116374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1116377.625000 Penalty: 3063.166992
	Iteration 80F: 3 clusters Score -1116378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1116379.250000 Penalty: 3063.166992
	Iteration 81Q: 3 clusters Score -1116379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1116382.000000 Penalty: 3063.166992
	Iteration 82Q: 3 clusters Score -1116382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1116384.625000 Penalty: 3063.166992
	Iteration 83Q: 3 clusters Score -1116385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1116388.125000 Penalty: 3063.166992
	Iteration 84Q: 3 clusters Score -1116388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1116392.125000 Penalty: 3063.166992
	Iteration 85Q: 3 clusters Score -1116392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1116392.000000 Penalty: 3063.166992
	Iteration 86Q: 3 clusters Score -1116392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1116392.875000 Penalty: 3063.166992
	Iteration 87Q: 3 clusters Score -1116393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1116394.125000 Penalty: 3063.166992
	Iteration 88Q: 3 clusters Score -1116394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1116396.000000 Penalty: 3063.166992
	Iteration 89Q: 3 clusters Score -1116396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1116398.375000 Penalty: 3063.166992
	Iteration 90Q: 3 clusters Score -1116398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1116401.000000 Penalty: 3063.166992
	Iteration 91Q: 3 clusters Score -1116401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1116401.250000 Penalty: 3063.166992
	Iteration 92Q: 3 clusters Score -1116401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1116402.625000 Penalty: 3063.166992
	Iteration 93Q: 3 clusters Score -1116403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1116408.125000 Penalty: 3063.166992
	Iteration 94Q: 3 clusters Score -1116408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1116410.125000 Penalty: 3063.166992
	Iteration 95Q: 3 clusters Score -1116410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1116413.875000 Penalty: 3063.166992
	Iteration 96Q: 3 clusters Score -1116414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1116411.375000 Penalty: 3063.166992
	Iteration 97Q: 3 clusters Score -1116411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1116413.125000 Penalty: 3063.166992
	Iteration 98Q: 3 clusters Score -1116413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1116412.625000 Penalty: 3063.166992
	Iteration 99Q: 3 clusters Score -1116413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1116414.000000 Penalty: 3063.166992
	Iteration 100F: 3 clusters Score -1116414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1116416.125000 Penalty: 3063.166992
	Iteration 101Q: 3 clusters Score -1116416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1116418.750000 Penalty: 3063.166992
	Iteration 102Q: 3 clusters Score -1116419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1116422.875000 Penalty: 3063.166992
	Iteration 103Q: 3 clusters Score -1116423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1116427.125000 Penalty: 3063.166992
	Iteration 104Q: 3 clusters Score -1116427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1116427.625000 Penalty: 3063.166992
	Iteration 105Q: 3 clusters Score -1116428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1116429.875000 Penalty: 3063.166992
	Iteration 106Q: 3 clusters Score -1116430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1116431.500000 Penalty: 3063.166992
	Iteration 107Q: 3 clusters Score -1116432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1116435.125000 Penalty: 3063.166992
	Iteration 108Q: 3 clusters Score -1116435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1116438.500000 Penalty: 3063.166992
	Iteration 109Q: 3 clusters Score -1116438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1116439.125000 Penalty: 3063.166992
	Iteration 110Q: 3 clusters Score -1116439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1116449.375000 Penalty: 3063.166992
	Iteration 111Q: 3 clusters Score -1116449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1116451.500000 Penalty: 3063.166992
	Iteration 112Q: 3 clusters Score -1116452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1116457.125000 Penalty: 3063.166992
	Iteration 113Q: 3 clusters Score -1116457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1116457.875000 Penalty: 3063.166992
	Iteration 114Q: 3 clusters Score -1116458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1116460.625000 Penalty: 3063.166992
	Iteration 115Q: 3 clusters Score -1116461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1116461.625000 Penalty: 3063.166992
	Iteration 116Q: 3 clusters Score -1116462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1116462.125000 Penalty: 3063.166992
	Iteration 117Q: 3 clusters Score -1116462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1116461.875000 Penalty: 3063.166992
	Iteration 118Q: 3 clusters Score -1116462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1116461.875000 Penalty: 3063.166992
	Iteration 119F: 3 clusters Score -1116462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -561202.375000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -561202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -556142.437500 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -556142.4 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -557603.562500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -557603.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -557787.812500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -557787.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -557919.812500 Penalty: 2862.671387
	Iteration 3Q: 3 clusters Score -557919.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -558038.062500 Penalty: 2862.671387
	Iteration 4Q: 3 clusters Score -558038.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -558118.062500 Penalty: 2862.671387
	Iteration 5Q: 3 clusters Score -558118.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -558209.812500 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -558209.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -558302.937500 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -558302.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -558402.562500 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -558402.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -558528.562500 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -558528.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -558677.687500 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -558677.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -558857.187500 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -558857.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -559074.750000 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -559074.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -559272.875000 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -559272.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559442.500000 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -559442.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -559577.062500 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -559577.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -559703.750000 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -559703.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -559793.937500 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -559793.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -559858.937500 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -559858.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -559911.125000 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -559911.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -559959.812500 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -559959.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -559991.250000 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -559991.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -560014.187500 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -560014.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -560031.000000 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -560031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -560047.437500 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -560047.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -560063.000000 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -560063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -560075.437500 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -560075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -560084.687500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -560084.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -560087.500000 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -560087.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -560092.125000 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -560092.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -560095.250000 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -560095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -560101.687500 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -560101.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -560106.125000 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -560106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -560109.312500 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -560109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -560114.250000 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -560114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -560116.062500 Penalty: 2862.671387
	Iteration 35Q: 3 clusters Score -560116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -560118.625000 Penalty: 2862.671387
	Iteration 36Q: 3 clusters Score -560118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -560121.187500 Penalty: 2862.671387
	Iteration 37Q: 3 clusters Score -560121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -560124.562500 Penalty: 2862.671387
	Iteration 38Q: 3 clusters Score -560124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -560128.812500 Penalty: 2862.671387
	Iteration 39Q: 3 clusters Score -560128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -560132.375000 Penalty: 2862.671387
	Iteration 40F: 3 clusters Score -560132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -560137.125000 Penalty: 2862.671387
	Iteration 41Q: 3 clusters Score -560137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -560141.687500 Penalty: 2862.671387
	Iteration 42Q: 3 clusters Score -560141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -560144.250000 Penalty: 2862.671387
	Iteration 43Q: 3 clusters Score -560144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -560148.187500 Penalty: 2862.671387
	Iteration 44Q: 3 clusters Score -560148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -560150.062500 Penalty: 2862.671387
	Iteration 45Q: 3 clusters Score -560150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -560150.562500 Penalty: 2862.671387
	Iteration 46Q: 3 clusters Score -560150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -560151.312500 Penalty: 2862.671387
	Iteration 47Q: 3 clusters Score -560151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -560151.875000 Penalty: 2862.671387
	Iteration 48Q: 3 clusters Score -560151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -560152.750000 Penalty: 2862.671387
	Iteration 49Q: 3 clusters Score -560152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -560152.750000 Penalty: 2862.671387
	Iteration 50F: 3 clusters Score -560152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -93613.015625 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -93613.02 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 597 members 
Entering Unmasked Estep 
Score: -92036.664062 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -92036.66 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92371.382812 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -92371.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92479.656250 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -92479.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92565.695312 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -92565.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92647.351562 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -92647.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92735.257812 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -92735.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92802.742188 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -92802.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92852.578125 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -92852.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92898.265625 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -92898.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92934.617188 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -92934.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92975.226562 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -92975.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -93018.046875 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -93018.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -93098.484375 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -93098.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93180.109375 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -93180.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -93236.007812 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -93236.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93286.390625 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -93286.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93310.835938 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -93310.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93322.164062 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -93322.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93327.554688 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -93327.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93327.554688 Penalty: 2305.086426
	Iteration 19F: 3 clusters Score -93327.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Entering Unmasked Estep 
Score: -8721140.000000 Penalty: 1866.243774
	Iteration 0F: 2 clusters Score -8721140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -8656170.000000 Penalty: 3732.487549
	Iteration 0F: 3 clusters Score -8656170 nChanged 46318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -8682914.000000 Penalty: 3732.487549
	Iteration 1F: 3 clusters Score -8682914 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -8683556.000000 Penalty: 3732.487549
	Iteration 2Q: 3 clusters Score -8683556 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8684233.000000 Penalty: 3732.487549
	Iteration 3Q: 3 clusters Score -8684233 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8685070.000000 Penalty: 3732.487549
	Iteration 4Q: 3 clusters Score -8685070 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8686255.000000 Penalty: 3732.487549
	Iteration 5Q: 3 clusters Score -8686255 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -8687872.000000 Penalty: 3732.487549
	Iteration 6Q: 3 clusters Score -8687872 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8690148.000000 Penalty: 3732.487549
	Iteration 7F: 3 clusters Score -8690148 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8693420.000000 Penalty: 3732.487549
	Iteration 8F: 3 clusters Score -8693420 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -8697990.000000 Penalty: 3732.487549
	Iteration 9F: 3 clusters Score -8697990 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -8703313.000000 Penalty: 3732.487549
	Iteration 10F: 3 clusters Score -8703313 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -8708647.000000 Penalty: 3732.487549
	Iteration 11F: 3 clusters Score -8708647 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -8712792.000000 Penalty: 3732.487549
	Iteration 12F: 3 clusters Score -8712792 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8715659.000000 Penalty: 3732.487549
	Iteration 13Q: 3 clusters Score -8715659 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8717450.000000 Penalty: 3732.487549
	Iteration 14Q: 3 clusters Score -8717450 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8718458.000000 Penalty: 3732.487549
	Iteration 15Q: 3 clusters Score -8718458 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8718944.000000 Penalty: 3732.487549
	Iteration 16Q: 3 clusters Score -8718944 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8719191.000000 Penalty: 3732.487549
	Iteration 17Q: 3 clusters Score -8719191 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8719331.000000 Penalty: 3732.487549
	Iteration 18Q: 3 clusters Score -8719331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8719436.000000 Penalty: 3732.487549
	Iteration 19Q: 3 clusters Score -8719436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8719494.000000 Penalty: 3732.487549
	Iteration 20F: 3 clusters Score -8719494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8719518.000000 Penalty: 3732.487549
	Iteration 21Q: 3 clusters Score -8719518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8719568.000000 Penalty: 3732.487549
	Iteration 22Q: 3 clusters Score -8719568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8719587.000000 Penalty: 3732.487549
	Iteration 23Q: 3 clusters Score -8719587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8719598.000000 Penalty: 3732.487549
	Iteration 24Q: 3 clusters Score -8719598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8719620.000000 Penalty: 3732.487549
	Iteration 25Q: 3 clusters Score -8719620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8719618.000000 Penalty: 3732.487549
	Iteration 26Q: 3 clusters Score -8719618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8719614.000000 Penalty: 3732.487549
	Iteration 27Q: 3 clusters Score -8719614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8719619.000000 Penalty: 3732.487549
	Iteration 28Q: 3 clusters Score -8719619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8719619.000000 Penalty: 3732.487549
	Iteration 29Q: 3 clusters Score -8719619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8719622.000000 Penalty: 3732.487549
	Iteration 30Q: 3 clusters Score -8719622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8719636.000000 Penalty: 3732.487549
	Iteration 31Q: 3 clusters Score -8719636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8719636.000000 Penalty: 3732.487549
	Iteration 32Q: 3 clusters Score -8719636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8719637.000000 Penalty: 3732.487549
	Iteration 33Q: 3 clusters Score -8719637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8719634.000000 Penalty: 3732.487549
	Iteration 34Q: 3 clusters Score -8719634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8719638.000000 Penalty: 3732.487549
	Iteration 35Q: 3 clusters Score -8719638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8719631.000000 Penalty: 3732.487549
	Iteration 36Q: 3 clusters Score -8719631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8719631.000000 Penalty: 3732.487549
	Iteration 37Q: 3 clusters Score -8719631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8719631.000000 Penalty: 3732.487549
	Iteration 38F: 3 clusters Score -8719631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Entering Unmasked Estep 
Score: -7378500.500000 Penalty: 1842.740234
	Iteration 0F: 2 clusters Score -7378500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7322139.500000 Penalty: 3685.480469
	Iteration 0F: 3 clusters Score -7322140 nChanged 40067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -7344881.000000 Penalty: 3685.480469
	Iteration 1F: 3 clusters Score -7344881 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -7345393.500000 Penalty: 3685.480469
	Iteration 2Q: 3 clusters Score -7345394 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -7346027.500000 Penalty: 3685.480469
	Iteration 3Q: 3 clusters Score -7346028 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -7346916.000000 Penalty: 3685.480469
	Iteration 4Q: 3 clusters Score -7346916 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -7348084.500000 Penalty: 3685.480469
	Iteration 5Q: 3 clusters Score -7348084 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -7350098.000000 Penalty: 3685.480469
	Iteration 6Q: 3 clusters Score -7350098 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -7353448.000000 Penalty: 3685.480469
	Iteration 7F: 3 clusters Score -7353448 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -7358493.500000 Penalty: 3685.480469
	Iteration 8F: 3 clusters Score -7358494 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -7364742.500000 Penalty: 3685.480469
	Iteration 9F: 3 clusters Score -7364742 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -7370248.000000 Penalty: 3685.480469
	Iteration 10F: 3 clusters Score -7370248 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -7373871.500000 Penalty: 3685.480469
	Iteration 11Q: 3 clusters Score -7373872 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -7375525.000000 Penalty: 3685.480469
	Iteration 12Q: 3 clusters Score -7375525 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -7376281.500000 Penalty: 3685.480469
	Iteration 13Q: 3 clusters Score -7376282 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -7376604.000000 Penalty: 3685.480469
	Iteration 14Q: 3 clusters Score -7376604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -7376750.500000 Penalty: 3685.480469
	Iteration 15Q: 3 clusters Score -7376750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -7376805.000000 Penalty: 3685.480469
	Iteration 16Q: 3 clusters Score -7376805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -7376837.500000 Penalty: 3685.480469
	Iteration 17Q: 3 clusters Score -7376838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -7376865.500000 Penalty: 3685.480469
	Iteration 18Q: 3 clusters Score -7376866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -7376885.500000 Penalty: 3685.480469
	Iteration 19Q: 3 clusters Score -7376886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -7376910.000000 Penalty: 3685.480469
	Iteration 20F: 3 clusters Score -7376910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -7376933.000000 Penalty: 3685.480469
	Iteration 21Q: 3 clusters Score -7376933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -7376936.000000 Penalty: 3685.480469
	Iteration 22Q: 3 clusters Score -7376936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -7376935.500000 Penalty: 3685.480469
	Iteration 23Q: 3 clusters Score -7376936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -7376943.000000 Penalty: 3685.480469
	Iteration 24Q: 3 clusters Score -7376943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -7376948.000000 Penalty: 3685.480469
	Iteration 25Q: 3 clusters Score -7376948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -7376948.000000 Penalty: 3685.480469
	Iteration 26Q: 3 clusters Score -7376948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -7376958.000000 Penalty: 3685.480469
	Iteration 27Q: 3 clusters Score -7376958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -7376957.500000 Penalty: 3685.480469
	Iteration 28Q: 3 clusters Score -7376958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -7376958.500000 Penalty: 3685.480469
	Iteration 29Q: 3 clusters Score -7376958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -7376959.000000 Penalty: 3685.480469
	Iteration 30Q: 3 clusters Score -7376959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -7376961.000000 Penalty: 3685.480469
	Iteration 31Q: 3 clusters Score -7376961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -7376962.000000 Penalty: 3685.480469
	Iteration 32Q: 3 clusters Score -7376962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -7376962.000000 Penalty: 3685.480469
	Iteration 33Q: 3 clusters Score -7376962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -7376970.000000 Penalty: 3685.480469
	Iteration 34Q: 3 clusters Score -7376970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -7376966.000000 Penalty: 3685.480469
	Iteration 35Q: 3 clusters Score -7376966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -7376975.000000 Penalty: 3685.480469
	Iteration 36Q: 3 clusters Score -7376975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -7376974.000000 Penalty: 3685.480469
	Iteration 37Q: 3 clusters Score -7376974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -7376981.500000 Penalty: 3685.480469
	Iteration 38Q: 3 clusters Score -7376982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -7376981.500000 Penalty: 3685.480469
	Iteration 39F: 3 clusters Score -7376982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Entering Unmasked Estep 
Score: -4481728.500000 Penalty: 1764.452881
	Iteration 0F: 2 clusters Score -4481728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4446941.500000 Penalty: 3528.905762
	Iteration 0F: 3 clusters Score -4446942 nChanged 24306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4460955.500000 Penalty: 3528.905762
	Iteration 1F: 3 clusters Score -4460956 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4461500.000000 Penalty: 3528.905762
	Iteration 2Q: 3 clusters Score -4461500 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4462090.500000 Penalty: 3528.905762
	Iteration 3Q: 3 clusters Score -4462090 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4462793.000000 Penalty: 3528.905762
	Iteration 4Q: 3 clusters Score -4462793 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4463718.000000 Penalty: 3528.905762
	Iteration 5Q: 3 clusters Score -4463718 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -4464853.500000 Penalty: 3528.905762
	Iteration 6Q: 3 clusters Score -4464854 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4466096.000000 Penalty: 3528.905762
	Iteration 7Q: 3 clusters Score -4466096 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4467445.000000 Penalty: 3528.905762
	Iteration 8Q: 3 clusters Score -4467445 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4468747.500000 Penalty: 3528.905762
	Iteration 9Q: 3 clusters Score -4468748 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4470274.500000 Penalty: 3528.905762
	Iteration 10Q: 3 clusters Score -4470274 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4472130.500000 Penalty: 3528.905762
	Iteration 11Q: 3 clusters Score -4472130 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4474717.000000 Penalty: 3528.905762
	Iteration 12F: 3 clusters Score -4474717 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4478175.500000 Penalty: 3528.905762
	Iteration 13F: 3 clusters Score -4478176 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4481307.500000 Penalty: 3528.905762
	Iteration 14Q: 3 clusters Score -4481308 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4482969.500000 Penalty: 3528.905762
	Iteration 15Q: 3 clusters Score -4482970 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4483475.500000 Penalty: 3528.905762
	Iteration 16Q: 3 clusters Score -4483476 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4483613.000000 Penalty: 3528.905762
	Iteration 17Q: 3 clusters Score -4483613 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4483687.000000 Penalty: 3528.905762
	Iteration 18Q: 3 clusters Score -4483687 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4483701.500000 Penalty: 3528.905762
	Iteration 19Q: 3 clusters Score -4483702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4483729.000000 Penalty: 3528.905762
	Iteration 20F: 3 clusters Score -4483729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4483740.000000 Penalty: 3528.905762
	Iteration 21Q: 3 clusters Score -4483740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4483735.000000 Penalty: 3528.905762
	Iteration 22Q: 3 clusters Score -4483735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4483740.500000 Penalty: 3528.905762
	Iteration 23Q: 3 clusters Score -4483740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4483741.500000 Penalty: 3528.905762
	Iteration 24Q: 3 clusters Score -4483742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4483745.500000 Penalty: 3528.905762
	Iteration 25Q: 3 clusters Score -4483746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4483739.500000 Penalty: 3528.905762
	Iteration 26Q: 3 clusters Score -4483740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4483752.500000 Penalty: 3528.905762
	Iteration 27Q: 3 clusters Score -4483752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4483759.000000 Penalty: 3528.905762
	Iteration 28Q: 3 clusters Score -4483759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4483765.500000 Penalty: 3528.905762
	Iteration 29Q: 3 clusters Score -4483766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4483768.500000 Penalty: 3528.905762
	Iteration 30Q: 3 clusters Score -4483768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4483778.000000 Penalty: 3528.905762
	Iteration 31Q: 3 clusters Score -4483778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4483773.000000 Penalty: 3528.905762
	Iteration 32Q: 3 clusters Score -4483773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4483773.000000 Penalty: 3528.905762
	Iteration 33Q: 3 clusters Score -4483773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4483769.000000 Penalty: 3528.905762
	Iteration 34Q: 3 clusters Score -4483769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4483764.000000 Penalty: 3528.905762
	Iteration 35Q: 3 clusters Score -4483764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4483765.000000 Penalty: 3528.905762
	Iteration 36Q: 3 clusters Score -4483765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4483760.000000 Penalty: 3528.905762
	Iteration 37Q: 3 clusters Score -4483760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4483760.500000 Penalty: 3528.905762
	Iteration 38Q: 3 clusters Score -4483760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4483764.000000 Penalty: 3528.905762
	Iteration 39Q: 3 clusters Score -4483764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4483769.000000 Penalty: 3528.905762
	Iteration 40F: 3 clusters Score -4483769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4483768.000000 Penalty: 3528.905762
	Iteration 41Q: 3 clusters Score -4483768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4483767.500000 Penalty: 3528.905762
	Iteration 42Q: 3 clusters Score -4483768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4483767.500000 Penalty: 3528.905762
	Iteration 43F: 3 clusters Score -4483768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 36270 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140369 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 15687 members 
Entering Unmasked Estep 
Score: -76320048.000000 Penalty: 71266.492188
Splitting cluster 12 changes total score from -76318120.000000 to -76320048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (47708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Entering Unmasked Estep 
Score: -4167217.750000 Penalty: 1750.588867
	Iteration 0F: 2 clusters Score -4167218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4135210.000000 Penalty: 3501.177734
	Iteration 0F: 3 clusters Score -4135210 nChanged 22491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4147891.250000 Penalty: 3501.177734
	Iteration 1F: 3 clusters Score -4147891 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -4148502.000000 Penalty: 3501.177734
	Iteration 2Q: 3 clusters Score -4148502 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -4149412.500000 Penalty: 3501.177734
	Iteration 3Q: 3 clusters Score -4149412 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4150765.250000 Penalty: 3501.177734
	Iteration 4F: 3 clusters Score -4150765 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4152674.750000 Penalty: 3501.177734
	Iteration 5F: 3 clusters Score -4152675 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4154895.500000 Penalty: 3501.177734
	Iteration 6F: 3 clusters Score -4154896 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4157262.250000 Penalty: 3501.177734
	Iteration 7F: 3 clusters Score -4157262 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4159665.750000 Penalty: 3501.177734
	Iteration 8F: 3 clusters Score -4159666 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4161730.000000 Penalty: 3501.177734
	Iteration 9Q: 3 clusters Score -4161730 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4163060.750000 Penalty: 3501.177734
	Iteration 10Q: 3 clusters Score -4163061 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4163768.500000 Penalty: 3501.177734
	Iteration 11Q: 3 clusters Score -4163768 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4164125.750000 Penalty: 3501.177734
	Iteration 12Q: 3 clusters Score -4164126 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4164394.750000 Penalty: 3501.177734
	Iteration 13Q: 3 clusters Score -4164395 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4164612.250000 Penalty: 3501.177734
	Iteration 14Q: 3 clusters Score -4164612 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4164783.750000 Penalty: 3501.177734
	Iteration 15Q: 3 clusters Score -4164784 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -4164920.500000 Penalty: 3501.177734
	Iteration 16Q: 3 clusters Score -4164920 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -4165033.250000 Penalty: 3501.177734
	Iteration 17Q: 3 clusters Score -4165033 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4165135.250000 Penalty: 3501.177734
	Iteration 18Q: 3 clusters Score -4165135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -4165215.250000 Penalty: 3501.177734
	Iteration 19Q: 3 clusters Score -4165215 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -4165265.500000 Penalty: 3501.177734
	Iteration 20F: 3 clusters Score -4165266 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4165334.000000 Penalty: 3501.177734
	Iteration 21Q: 3 clusters Score -4165334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -4165385.250000 Penalty: 3501.177734
	Iteration 22Q: 3 clusters Score -4165385 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4165426.250000 Penalty: 3501.177734
	Iteration 23Q: 3 clusters Score -4165426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -4165491.250000 Penalty: 3501.177734
	Iteration 24Q: 3 clusters Score -4165491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -4165561.000000 Penalty: 3501.177734
	Iteration 25Q: 3 clusters Score -4165561 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4165616.750000 Penalty: 3501.177734
	Iteration 26Q: 3 clusters Score -4165617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -4165673.500000 Penalty: 3501.177734
	Iteration 27Q: 3 clusters Score -4165674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -4165717.000000 Penalty: 3501.177734
	Iteration 28Q: 3 clusters Score -4165717 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -4165754.250000 Penalty: 3501.177734
	Iteration 29Q: 3 clusters Score -4165754 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -4165791.750000 Penalty: 3501.177734
	Iteration 30Q: 3 clusters Score -4165792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -4165807.250000 Penalty: 3501.177734
	Iteration 31Q: 3 clusters Score -4165807 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -4165835.000000 Penalty: 3501.177734
	Iteration 32Q: 3 clusters Score -4165835 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -4165854.750000 Penalty: 3501.177734
	Iteration 33Q: 3 clusters Score -4165855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -4165886.000000 Penalty: 3501.177734
	Iteration 34Q: 3 clusters Score -4165886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -4165896.750000 Penalty: 3501.177734
	Iteration 35Q: 3 clusters Score -4165897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -4165904.750000 Penalty: 3501.177734
	Iteration 36Q: 3 clusters Score -4165905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -4165919.000000 Penalty: 3501.177734
	Iteration 37Q: 3 clusters Score -4165919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -4165931.750000 Penalty: 3501.177734
	Iteration 38Q: 3 clusters Score -4165932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -4165939.750000 Penalty: 3501.177734
	Iteration 39Q: 3 clusters Score -4165940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -4165945.750000 Penalty: 3501.177734
	Iteration 40F: 3 clusters Score -4165946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -4165958.000000 Penalty: 3501.177734
	Iteration 41Q: 3 clusters Score -4165958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -4165972.000000 Penalty: 3501.177734
	Iteration 42Q: 3 clusters Score -4165972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -4165985.750000 Penalty: 3501.177734
	Iteration 43Q: 3 clusters Score -4165986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -4165999.000000 Penalty: 3501.177734
	Iteration 44Q: 3 clusters Score -4165999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -4166000.750000 Penalty: 3501.177734
	Iteration 45Q: 3 clusters Score -4166001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4166021.500000 Penalty: 3501.177734
	Iteration 46Q: 3 clusters Score -4166022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -4166033.750000 Penalty: 3501.177734
	Iteration 47Q: 3 clusters Score -4166034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -4166040.500000 Penalty: 3501.177734
	Iteration 48Q: 3 clusters Score -4166040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4166048.000000 Penalty: 3501.177734
	Iteration 49Q: 3 clusters Score -4166048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -4166058.250000 Penalty: 3501.177734
	Iteration 50Q: 3 clusters Score -4166058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4166084.000000 Penalty: 3501.177734
	Iteration 51Q: 3 clusters Score -4166084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -4166103.500000 Penalty: 3501.177734
	Iteration 52Q: 3 clusters Score -4166104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -4166135.000000 Penalty: 3501.177734
	Iteration 53Q: 3 clusters Score -4166135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -4166182.500000 Penalty: 3501.177734
	Iteration 54Q: 3 clusters Score -4166182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -4166222.750000 Penalty: 3501.177734
	Iteration 55Q: 3 clusters Score -4166223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -4166309.750000 Penalty: 3501.177734
	Iteration 56Q: 3 clusters Score -4166310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -4166443.000000 Penalty: 3501.177734
	Iteration 57Q: 3 clusters Score -4166443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -4166511.500000 Penalty: 3501.177734
	Iteration 58Q: 3 clusters Score -4166512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -4166532.000000 Penalty: 3501.177734
	Iteration 59Q: 3 clusters Score -4166532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -4166543.000000 Penalty: 3501.177734
	Iteration 60F: 3 clusters Score -4166543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -4166556.000000 Penalty: 3501.177734
	Iteration 61Q: 3 clusters Score -4166556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -4166564.500000 Penalty: 3501.177734
	Iteration 62Q: 3 clusters Score -4166564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4166564.250000 Penalty: 3501.177734
	Iteration 63Q: 3 clusters Score -4166564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -4166571.250000 Penalty: 3501.177734
	Iteration 64Q: 3 clusters Score -4166571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -4166573.250000 Penalty: 3501.177734
	Iteration 65Q: 3 clusters Score -4166573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -4166572.500000 Penalty: 3501.177734
	Iteration 66Q: 3 clusters Score -4166572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -4166581.000000 Penalty: 3501.177734
	Iteration 67Q: 3 clusters Score -4166581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -4166577.250000 Penalty: 3501.177734
	Iteration 68Q: 3 clusters Score -4166577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4166578.500000 Penalty: 3501.177734
	Iteration 69Q: 3 clusters Score -4166578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -4166584.500000 Penalty: 3501.177734
	Iteration 70Q: 3 clusters Score -4166584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -4166581.500000 Penalty: 3501.177734
	Iteration 71Q: 3 clusters Score -4166582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -4166583.250000 Penalty: 3501.177734
	Iteration 72Q: 3 clusters Score -4166583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4166585.000000 Penalty: 3501.177734
	Iteration 73Q: 3 clusters Score -4166585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -4166585.750000 Penalty: 3501.177734
	Iteration 74Q: 3 clusters Score -4166586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4166584.750000 Penalty: 3501.177734
	Iteration 75Q: 3 clusters Score -4166585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -4166584.750000 Penalty: 3501.177734
	Iteration 76F: 3 clusters Score -4166585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -544946.125000 Penalty: 1419.601196
	Iteration 0F: 2 clusters Score -544946.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -540225.750000 Penalty: 2839.202393
	Iteration 0F: 3 clusters Score -540225.8 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -541663.062500 Penalty: 2839.202393
	Iteration 1F: 3 clusters Score -541663.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -541953.687500 Penalty: 2839.202393
	Iteration 2F: 3 clusters Score -541953.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -542254.250000 Penalty: 2839.202393
	Iteration 3F: 3 clusters Score -542254.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -542573.687500 Penalty: 2839.202393
	Iteration 4F: 3 clusters Score -542573.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -542914.062500 Penalty: 2839.202393
	Iteration 5F: 3 clusters Score -542914.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -543240.312500 Penalty: 2839.202393
	Iteration 6F: 3 clusters Score -543240.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -543511.812500 Penalty: 2839.202393
	Iteration 7F: 3 clusters Score -543511.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -543702.187500 Penalty: 2839.202393
	Iteration 8Q: 3 clusters Score -543702.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -543846.312500 Penalty: 2839.202393
	Iteration 9Q: 3 clusters Score -543846.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -543961.750000 Penalty: 2839.202393
	Iteration 10Q: 3 clusters Score -543961.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -544057.437500 Penalty: 2839.202393
	Iteration 11Q: 3 clusters Score -544057.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -544128.562500 Penalty: 2839.202393
	Iteration 12Q: 3 clusters Score -544128.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -544177.687500 Penalty: 2839.202393
	Iteration 13Q: 3 clusters Score -544177.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -544217.000000 Penalty: 2839.202393
	Iteration 14Q: 3 clusters Score -544217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -544236.125000 Penalty: 2839.202393
	Iteration 15Q: 3 clusters Score -544236.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -544251.500000 Penalty: 2839.202393
	Iteration 16Q: 3 clusters Score -544251.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -544262.187500 Penalty: 2839.202393
	Iteration 17Q: 3 clusters Score -544262.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -544268.812500 Penalty: 2839.202393
	Iteration 18Q: 3 clusters Score -544268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -544276.562500 Penalty: 2839.202393
	Iteration 19Q: 3 clusters Score -544276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -544284.125000 Penalty: 2839.202393
	Iteration 20F: 3 clusters Score -544284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -544286.250000 Penalty: 2839.202393
	Iteration 21Q: 3 clusters Score -544286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -544289.062500 Penalty: 2839.202393
	Iteration 22Q: 3 clusters Score -544289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -544290.312500 Penalty: 2839.202393
	Iteration 23Q: 3 clusters Score -544290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -544290.687500 Penalty: 2839.202393
	Iteration 24Q: 3 clusters Score -544290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -544292.000000 Penalty: 2839.202393
	Iteration 25Q: 3 clusters Score -544292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -544293.500000 Penalty: 2839.202393
	Iteration 26Q: 3 clusters Score -544293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -544294.000000 Penalty: 2839.202393
	Iteration 27Q: 3 clusters Score -544294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -544296.625000 Penalty: 2839.202393
	Iteration 28Q: 3 clusters Score -544296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -544297.500000 Penalty: 2839.202393
	Iteration 29Q: 3 clusters Score -544297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -544298.625000 Penalty: 2839.202393
	Iteration 30Q: 3 clusters Score -544298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -544300.187500 Penalty: 2839.202393
	Iteration 31Q: 3 clusters Score -544300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -544300.750000 Penalty: 2839.202393
	Iteration 32Q: 3 clusters Score -544300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -544304.250000 Penalty: 2839.202393
	Iteration 33Q: 3 clusters Score -544304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -544306.437500 Penalty: 2839.202393
	Iteration 34Q: 3 clusters Score -544306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -544309.125000 Penalty: 2839.202393
	Iteration 35Q: 3 clusters Score -544309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -544311.187500 Penalty: 2839.202393
	Iteration 36Q: 3 clusters Score -544311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -544312.750000 Penalty: 2839.202393
	Iteration 37Q: 3 clusters Score -544312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -544313.875000 Penalty: 2839.202393
	Iteration 38Q: 3 clusters Score -544313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -544315.062500 Penalty: 2839.202393
	Iteration 39Q: 3 clusters Score -544315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -544317.437500 Penalty: 2839.202393
	Iteration 40F: 3 clusters Score -544317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -544316.750000 Penalty: 2839.202393
	Iteration 41Q: 3 clusters Score -544316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -544318.375000 Penalty: 2839.202393
	Iteration 42Q: 3 clusters Score -544318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -544318.375000 Penalty: 2839.202393
	Iteration 43F: 3 clusters Score -544318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Entering Unmasked Estep 
Score: -1039521.062500 Penalty: 1527.104614
	Iteration 0F: 2 clusters Score -1039521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1031038.000000 Penalty: 3054.209229
	Iteration 0F: 3 clusters Score -1031038 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1033735.625000 Penalty: 3054.209229
	Iteration 1F: 3 clusters Score -1033736 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1034014.062500 Penalty: 3054.209229
	Iteration 2F: 3 clusters Score -1034014 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1034263.125000 Penalty: 3054.209229
	Iteration 3F: 3 clusters Score -1034263 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1034494.562500 Penalty: 3054.209229
	Iteration 4Q: 3 clusters Score -1034495 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1034737.937500 Penalty: 3054.209229
	Iteration 5Q: 3 clusters Score -1034738 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1034952.062500 Penalty: 3054.209229
	Iteration 6Q: 3 clusters Score -1034952 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1035183.125000 Penalty: 3054.209229
	Iteration 7Q: 3 clusters Score -1035183 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1035457.250000 Penalty: 3054.209229
	Iteration 8Q: 3 clusters Score -1035457 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1035766.250000 Penalty: 3054.209229
	Iteration 9Q: 3 clusters Score -1035766 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1036092.750000 Penalty: 3054.209229
	Iteration 10Q: 3 clusters Score -1036093 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1036450.937500 Penalty: 3054.209229
	Iteration 11Q: 3 clusters Score -1036451 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1036784.062500 Penalty: 3054.209229
	Iteration 12Q: 3 clusters Score -1036784 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1037100.000000 Penalty: 3054.209229
	Iteration 13Q: 3 clusters Score -1037100 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1037371.062500 Penalty: 3054.209229
	Iteration 14Q: 3 clusters Score -1037371 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1037579.562500 Penalty: 3054.209229
	Iteration 15Q: 3 clusters Score -1037580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1037702.812500 Penalty: 3054.209229
	Iteration 16Q: 3 clusters Score -1037703 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1037806.937500 Penalty: 3054.209229
	Iteration 17Q: 3 clusters Score -1037807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1037874.625000 Penalty: 3054.209229
	Iteration 18Q: 3 clusters Score -1037875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1037926.062500 Penalty: 3054.209229
	Iteration 19Q: 3 clusters Score -1037926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1037970.312500 Penalty: 3054.209229
	Iteration 20F: 3 clusters Score -1037970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1038004.000000 Penalty: 3054.209229
	Iteration 21Q: 3 clusters Score -1038004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1038039.375000 Penalty: 3054.209229
	Iteration 22Q: 3 clusters Score -1038039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1038066.812500 Penalty: 3054.209229
	Iteration 23Q: 3 clusters Score -1038067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1038091.875000 Penalty: 3054.209229
	Iteration 24Q: 3 clusters Score -1038092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1038113.375000 Penalty: 3054.209229
	Iteration 25Q: 3 clusters Score -1038113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1038130.125000 Penalty: 3054.209229
	Iteration 26Q: 3 clusters Score -1038130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1038147.875000 Penalty: 3054.209229
	Iteration 27Q: 3 clusters Score -1038148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1038162.062500 Penalty: 3054.209229
	Iteration 28Q: 3 clusters Score -1038162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1038173.562500 Penalty: 3054.209229
	Iteration 29Q: 3 clusters Score -1038174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1038180.750000 Penalty: 3054.209229
	Iteration 30Q: 3 clusters Score -1038181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1038189.062500 Penalty: 3054.209229
	Iteration 31Q: 3 clusters Score -1038189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1038193.625000 Penalty: 3054.209229
	Iteration 32Q: 3 clusters Score -1038194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1038197.562500 Penalty: 3054.209229
	Iteration 33Q: 3 clusters Score -1038198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1038205.625000 Penalty: 3054.209229
	Iteration 34Q: 3 clusters Score -1038206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1038209.500000 Penalty: 3054.209229
	Iteration 35Q: 3 clusters Score -1038210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1038217.250000 Penalty: 3054.209229
	Iteration 36Q: 3 clusters Score -1038217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1038218.000000 Penalty: 3054.209229
	Iteration 37Q: 3 clusters Score -1038218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1038221.687500 Penalty: 3054.209229
	Iteration 38Q: 3 clusters Score -1038222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1038220.812500 Penalty: 3054.209229
	Iteration 39Q: 3 clusters Score -1038221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1038224.250000 Penalty: 3054.209229
	Iteration 40F: 3 clusters Score -1038224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1038223.500000 Penalty: 3054.209229
	Iteration 41Q: 3 clusters Score -1038224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1038223.750000 Penalty: 3054.209229
	Iteration 42Q: 3 clusters Score -1038224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1038224.625000 Penalty: 3054.209229
	Iteration 43Q: 3 clusters Score -1038225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1038223.000000 Penalty: 3054.209229
	Iteration 44Q: 3 clusters Score -1038223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1038222.562500 Penalty: 3054.209229
	Iteration 45Q: 3 clusters Score -1038223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1038223.562500 Penalty: 3054.209229
	Iteration 46Q: 3 clusters Score -1038224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1038223.562500 Penalty: 3054.209229
	Iteration 47F: 3 clusters Score -1038224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Entering Unmasked Estep 
Score: -12405491.000000 Penalty: 1925.954834
	Iteration 0F: 2 clusters Score -1.240549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -12311514.000000 Penalty: 3851.909668
	Iteration 0F: 3 clusters Score -1.231151e+07 nChanged 67423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -12352100.000000 Penalty: 3851.909668
	Iteration 1F: 3 clusters Score -1.23521e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -12353631.000000 Penalty: 3851.909668
	Iteration 2Q: 3 clusters Score -1.235363e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -12355729.000000 Penalty: 3851.909668
	Iteration 3Q: 3 clusters Score -1.235573e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -12358485.000000 Penalty: 3851.909668
	Iteration 4Q: 3 clusters Score -1.235848e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -12362229.000000 Penalty: 3851.909668
	Iteration 5F: 3 clusters Score -1.236223e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -12367325.000000 Penalty: 3851.909668
	Iteration 6F: 3 clusters Score -1.236732e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -12373523.000000 Penalty: 3851.909668
	Iteration 7F: 3 clusters Score -1.237352e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -12379465.000000 Penalty: 3851.909668
	Iteration 8F: 3 clusters Score -1.237946e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -12383524.000000 Penalty: 3851.909668
	Iteration 9Q: 3 clusters Score -1.238352e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -12385496.000000 Penalty: 3851.909668
	Iteration 10Q: 3 clusters Score -1.23855e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -12386630.000000 Penalty: 3851.909668
	Iteration 11Q: 3 clusters Score -1.238663e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -12387550.000000 Penalty: 3851.909668
	Iteration 12Q: 3 clusters Score -1.238755e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -12388448.000000 Penalty: 3851.909668
	Iteration 13Q: 3 clusters Score -1.238845e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -12389355.000000 Penalty: 3851.909668
	Iteration 14Q: 3 clusters Score -1.238936e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -12390340.000000 Penalty: 3851.909668
	Iteration 15Q: 3 clusters Score -1.239034e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -12391291.000000 Penalty: 3851.909668
	Iteration 16Q: 3 clusters Score -1.239129e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -12392183.000000 Penalty: 3851.909668
	Iteration 17Q: 3 clusters Score -1.239218e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -12393256.000000 Penalty: 3851.909668
	Iteration 18Q: 3 clusters Score -1.239326e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -12394405.000000 Penalty: 3851.909668
	Iteration 19Q: 3 clusters Score -1.23944e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -12395489.000000 Penalty: 3851.909668
	Iteration 20F: 3 clusters Score -1.239549e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -12396705.000000 Penalty: 3851.909668
	Iteration 21Q: 3 clusters Score -1.23967e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -12397819.000000 Penalty: 3851.909668
	Iteration 22Q: 3 clusters Score -1.239782e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -12398885.000000 Penalty: 3851.909668
	Iteration 23Q: 3 clusters Score -1.239888e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -12399868.000000 Penalty: 3851.909668
	Iteration 24Q: 3 clusters Score -1.239987e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -12400723.000000 Penalty: 3851.909668
	Iteration 25Q: 3 clusters Score -1.240072e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -12401591.000000 Penalty: 3851.909668
	Iteration 26Q: 3 clusters Score -1.240159e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -12402282.000000 Penalty: 3851.909668
	Iteration 27Q: 3 clusters Score -1.240228e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -12402859.000000 Penalty: 3851.909668
	Iteration 28Q: 3 clusters Score -1.240286e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137895 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12403234.000000 Penalty: 3851.909668
	Iteration 29Q: 3 clusters Score -1.240323e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12403491.000000 Penalty: 3851.909668
	Iteration 30Q: 3 clusters Score -1.240349e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12403683.000000 Penalty: 3851.909668
	Iteration 31Q: 3 clusters Score -1.240368e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138689 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12403787.000000 Penalty: 3851.909668
	Iteration 32Q: 3 clusters Score -1.240379e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138824 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12403870.000000 Penalty: 3851.909668
	Iteration 33Q: 3 clusters Score -1.240387e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138927 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12403930.000000 Penalty: 3851.909668
	Iteration 34Q: 3 clusters Score -1.240393e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -12403966.000000 Penalty: 3851.909668
	Iteration 35Q: 3 clusters Score -1.240397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12403990.000000 Penalty: 3851.909668
	Iteration 36Q: 3 clusters Score -1.240399e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139097 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12404022.000000 Penalty: 3851.909668
	Iteration 37Q: 3 clusters Score -1.240402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12404018.000000 Penalty: 3851.909668
	Iteration 38Q: 3 clusters Score -1.240402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12404006.000000 Penalty: 3851.909668
	Iteration 39Q: 3 clusters Score -1.240401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12404022.000000 Penalty: 3851.909668
	Iteration 40F: 3 clusters Score -1.240402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12404037.000000 Penalty: 3851.909668
	Iteration 41Q: 3 clusters Score -1.240404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12404042.000000 Penalty: 3851.909668
	Iteration 42Q: 3 clusters Score -1.240404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12404032.000000 Penalty: 3851.909668
	Iteration 43Q: 3 clusters Score -1.240403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12404041.000000 Penalty: 3851.909668
	Iteration 44Q: 3 clusters Score -1.240404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139283 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12404055.000000 Penalty: 3851.909668
	Iteration 45Q: 3 clusters Score -1.240406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139295 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12404064.000000 Penalty: 3851.909668
	Iteration 46Q: 3 clusters Score -1.240406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12404056.000000 Penalty: 3851.909668
	Iteration 47Q: 3 clusters Score -1.240406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139303 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12404060.000000 Penalty: 3851.909668
	Iteration 48Q: 3 clusters Score -1.240406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12404074.000000 Penalty: 3851.909668
	Iteration 49Q: 3 clusters Score -1.240407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12404084.000000 Penalty: 3851.909668
	Iteration 50Q: 3 clusters Score -1.240408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12404085.000000 Penalty: 3851.909668
	Iteration 51Q: 3 clusters Score -1.240408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12404079.000000 Penalty: 3851.909668
	Iteration 52Q: 3 clusters Score -1.240408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12404079.000000 Penalty: 3851.909668
	Iteration 53F: 3 clusters Score -1.240408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Entering Unmasked Estep 
Score: -1861047.750000 Penalty: 1637.091797
	Iteration 0F: 2 clusters Score -1861048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1845045.500000 Penalty: 3274.183594
	Iteration 0F: 3 clusters Score -1845046 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1851325.750000 Penalty: 3274.183594
	Iteration 1F: 3 clusters Score -1851326 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1851866.375000 Penalty: 3274.183594
	Iteration 2F: 3 clusters Score -1851866 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1852356.125000 Penalty: 3274.183594
	Iteration 3Q: 3 clusters Score -1852356 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1852808.750000 Penalty: 3274.183594
	Iteration 4Q: 3 clusters Score -1852809 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1853255.500000 Penalty: 3274.183594
	Iteration 5Q: 3 clusters Score -1853256 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1853674.625000 Penalty: 3274.183594
	Iteration 6Q: 3 clusters Score -1853675 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1854145.500000 Penalty: 3274.183594
	Iteration 7Q: 3 clusters Score -1854146 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1854666.250000 Penalty: 3274.183594
	Iteration 8Q: 3 clusters Score -1854666 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1855146.500000 Penalty: 3274.183594
	Iteration 9Q: 3 clusters Score -1855146 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1855592.625000 Penalty: 3274.183594
	Iteration 10Q: 3 clusters Score -1855593 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1856011.375000 Penalty: 3274.183594
	Iteration 11Q: 3 clusters Score -1856011 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1856359.250000 Penalty: 3274.183594
	Iteration 12Q: 3 clusters Score -1856359 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1856642.750000 Penalty: 3274.183594
	Iteration 13Q: 3 clusters Score -1856643 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1856869.375000 Penalty: 3274.183594
	Iteration 14Q: 3 clusters Score -1856869 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1857036.375000 Penalty: 3274.183594
	Iteration 15Q: 3 clusters Score -1857036 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1857187.000000 Penalty: 3274.183594
	Iteration 16Q: 3 clusters Score -1857187 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1857312.125000 Penalty: 3274.183594
	Iteration 17Q: 3 clusters Score -1857312 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1857472.875000 Penalty: 3274.183594
	Iteration 18Q: 3 clusters Score -1857473 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1857617.875000 Penalty: 3274.183594
	Iteration 19Q: 3 clusters Score -1857618 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1857756.500000 Penalty: 3274.183594
	Iteration 20F: 3 clusters Score -1857756 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1857899.375000 Penalty: 3274.183594
	Iteration 21Q: 3 clusters Score -1857899 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1858023.125000 Penalty: 3274.183594
	Iteration 22Q: 3 clusters Score -1858023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1858142.125000 Penalty: 3274.183594
	Iteration 23Q: 3 clusters Score -1858142 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1858272.000000 Penalty: 3274.183594
	Iteration 24Q: 3 clusters Score -1858272 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1858396.125000 Penalty: 3274.183594
	Iteration 25Q: 3 clusters Score -1858396 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1858523.125000 Penalty: 3274.183594
	Iteration 26Q: 3 clusters Score -1858523 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1858631.500000 Penalty: 3274.183594
	Iteration 27Q: 3 clusters Score -1858632 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1858724.625000 Penalty: 3274.183594
	Iteration 28Q: 3 clusters Score -1858725 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1858816.500000 Penalty: 3274.183594
	Iteration 29Q: 3 clusters Score -1858816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1858913.750000 Penalty: 3274.183594
	Iteration 30Q: 3 clusters Score -1858914 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -1859019.500000 Penalty: 3274.183594
	Iteration 31Q: 3 clusters Score -1859020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1859115.375000 Penalty: 3274.183594
	Iteration 32Q: 3 clusters Score -1859115 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -1859218.625000 Penalty: 3274.183594
	Iteration 33Q: 3 clusters Score -1859219 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1859309.125000 Penalty: 3274.183594
	Iteration 34Q: 3 clusters Score -1859309 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1859388.000000 Penalty: 3274.183594
	Iteration 35Q: 3 clusters Score -1859388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -1859477.750000 Penalty: 3274.183594
	Iteration 36Q: 3 clusters Score -1859478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1859532.125000 Penalty: 3274.183594
	Iteration 37Q: 3 clusters Score -1859532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -1859582.250000 Penalty: 3274.183594
	Iteration 38Q: 3 clusters Score -1859582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1859626.000000 Penalty: 3274.183594
	Iteration 39Q: 3 clusters Score -1859626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -1859660.375000 Penalty: 3274.183594
	Iteration 40F: 3 clusters Score -1859660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1859696.875000 Penalty: 3274.183594
	Iteration 41Q: 3 clusters Score -1859697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -1859730.000000 Penalty: 3274.183594
	Iteration 42Q: 3 clusters Score -1859730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1859756.625000 Penalty: 3274.183594
	Iteration 43Q: 3 clusters Score -1859757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -1859769.750000 Penalty: 3274.183594
	Iteration 44Q: 3 clusters Score -1859770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -1859783.500000 Penalty: 3274.183594
	Iteration 45Q: 3 clusters Score -1859784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -1859795.750000 Penalty: 3274.183594
	Iteration 46Q: 3 clusters Score -1859796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1859813.750000 Penalty: 3274.183594
	Iteration 47Q: 3 clusters Score -1859814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1859826.750000 Penalty: 3274.183594
	Iteration 48Q: 3 clusters Score -1859827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1859834.000000 Penalty: 3274.183594
	Iteration 49Q: 3 clusters Score -1859834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1859841.625000 Penalty: 3274.183594
	Iteration 50Q: 3 clusters Score -1859842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1859846.875000 Penalty: 3274.183594
	Iteration 51Q: 3 clusters Score -1859847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1859849.625000 Penalty: 3274.183594
	Iteration 52Q: 3 clusters Score -1859850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1859851.125000 Penalty: 3274.183594
	Iteration 53Q: 3 clusters Score -1859851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -1859851.125000 Penalty: 3274.183594
	Iteration 54Q: 3 clusters Score -1859851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1859851.375000 Penalty: 3274.183594
	Iteration 55Q: 3 clusters Score -1859851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1859855.750000 Penalty: 3274.183594
	Iteration 56Q: 3 clusters Score -1859856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1859854.125000 Penalty: 3274.183594
	Iteration 57Q: 3 clusters Score -1859854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1859854.125000 Penalty: 3274.183594
	Iteration 58F: 3 clusters Score -1859854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Entering Unmasked Estep 
Score: -1733550.625000 Penalty: 1605.934204
	Iteration 0F: 2 clusters Score -1733551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1720096.875000 Penalty: 3211.868408
	Iteration 0F: 3 clusters Score -1720097 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1724908.000000 Penalty: 3211.868408
	Iteration 1F: 3 clusters Score -1724908 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1725309.375000 Penalty: 3211.868408
	Iteration 2F: 3 clusters Score -1725309 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1725657.500000 Penalty: 3211.868408
	Iteration 3Q: 3 clusters Score -1725658 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1725982.500000 Penalty: 3211.868408
	Iteration 4Q: 3 clusters Score -1725982 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1726317.500000 Penalty: 3211.868408
	Iteration 5Q: 3 clusters Score -1726318 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1726713.625000 Penalty: 3211.868408
	Iteration 6Q: 3 clusters Score -1726714 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1727209.375000 Penalty: 3211.868408
	Iteration 7Q: 3 clusters Score -1727209 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1727846.000000 Penalty: 3211.868408
	Iteration 8F: 3 clusters Score -1727846 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1728508.500000 Penalty: 3211.868408
	Iteration 9F: 3 clusters Score -1728508 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1729074.375000 Penalty: 3211.868408
	Iteration 10Q: 3 clusters Score -1729074 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1729460.875000 Penalty: 3211.868408
	Iteration 11Q: 3 clusters Score -1729461 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1729746.125000 Penalty: 3211.868408
	Iteration 12Q: 3 clusters Score -1729746 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1729927.125000 Penalty: 3211.868408
	Iteration 13Q: 3 clusters Score -1729927 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1730060.875000 Penalty: 3211.868408
	Iteration 14Q: 3 clusters Score -1730061 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1730174.875000 Penalty: 3211.868408
	Iteration 15Q: 3 clusters Score -1730175 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1730280.750000 Penalty: 3211.868408
	Iteration 16Q: 3 clusters Score -1730281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1730366.250000 Penalty: 3211.868408
	Iteration 17Q: 3 clusters Score -1730366 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1730478.625000 Penalty: 3211.868408
	Iteration 18Q: 3 clusters Score -1730479 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1730626.375000 Penalty: 3211.868408
	Iteration 19Q: 3 clusters Score -1730626 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1730814.875000 Penalty: 3211.868408
	Iteration 20F: 3 clusters Score -1730815 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1731049.250000 Penalty: 3211.868408
	Iteration 21Q: 3 clusters Score -1731049 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1731296.375000 Penalty: 3211.868408
	Iteration 22Q: 3 clusters Score -1731296 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1731530.750000 Penalty: 3211.868408
	Iteration 23Q: 3 clusters Score -1731531 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1731746.750000 Penalty: 3211.868408
	Iteration 24Q: 3 clusters Score -1731747 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1731919.250000 Penalty: 3211.868408
	Iteration 25Q: 3 clusters Score -1731919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1732062.125000 Penalty: 3211.868408
	Iteration 26Q: 3 clusters Score -1732062 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1732174.375000 Penalty: 3211.868408
	Iteration 27Q: 3 clusters Score -1732174 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1732312.500000 Penalty: 3211.868408
	Iteration 28Q: 3 clusters Score -1732312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1732437.250000 Penalty: 3211.868408
	Iteration 29Q: 3 clusters Score -1732437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1732564.250000 Penalty: 3211.868408
	Iteration 30Q: 3 clusters Score -1732564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1732668.000000 Penalty: 3211.868408
	Iteration 31Q: 3 clusters Score -1732668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1732735.000000 Penalty: 3211.868408
	Iteration 32Q: 3 clusters Score -1732735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1732803.625000 Penalty: 3211.868408
	Iteration 33Q: 3 clusters Score -1732804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1732861.000000 Penalty: 3211.868408
	Iteration 34Q: 3 clusters Score -1732861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1732895.250000 Penalty: 3211.868408
	Iteration 35Q: 3 clusters Score -1732895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1732910.750000 Penalty: 3211.868408
	Iteration 36Q: 3 clusters Score -1732911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1732921.875000 Penalty: 3211.868408
	Iteration 37Q: 3 clusters Score -1732922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1732933.125000 Penalty: 3211.868408
	Iteration 38Q: 3 clusters Score -1732933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1732934.250000 Penalty: 3211.868408
	Iteration 39Q: 3 clusters Score -1732934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1732946.375000 Penalty: 3211.868408
	Iteration 40F: 3 clusters Score -1732946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1732947.625000 Penalty: 3211.868408
	Iteration 41Q: 3 clusters Score -1732948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1732948.125000 Penalty: 3211.868408
	Iteration 42Q: 3 clusters Score -1732948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1732953.750000 Penalty: 3211.868408
	Iteration 43Q: 3 clusters Score -1732954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1732951.000000 Penalty: 3211.868408
	Iteration 44Q: 3 clusters Score -1732951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1732953.000000 Penalty: 3211.868408
	Iteration 45Q: 3 clusters Score -1732953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1732950.875000 Penalty: 3211.868408
	Iteration 46Q: 3 clusters Score -1732951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1732951.625000 Penalty: 3211.868408
	Iteration 47Q: 3 clusters Score -1732952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1732952.500000 Penalty: 3211.868408
	Iteration 48Q: 3 clusters Score -1732952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1732953.000000 Penalty: 3211.868408
	Iteration 49Q: 3 clusters Score -1732953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1732954.500000 Penalty: 3211.868408
	Iteration 50Q: 3 clusters Score -1732954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1732956.750000 Penalty: 3211.868408
	Iteration 51Q: 3 clusters Score -1732957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1732956.750000 Penalty: 3211.868408
	Iteration 52F: 3 clusters Score -1732957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Entering Unmasked Estep 
Score: -2685127.250000 Penalty: 1678.672119
	Iteration 0F: 2 clusters Score -2685127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2664703.250000 Penalty: 3357.344238
	Iteration 0F: 3 clusters Score -2664703 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2672396.750000 Penalty: 3357.344238
	Iteration 1F: 3 clusters Score -2672397 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2672792.250000 Penalty: 3357.344238
	Iteration 2Q: 3 clusters Score -2672792 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2673291.500000 Penalty: 3357.344238
	Iteration 3Q: 3 clusters Score -2673292 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2673995.250000 Penalty: 3357.344238
	Iteration 4F: 3 clusters Score -2673995 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2674934.500000 Penalty: 3357.344238
	Iteration 5F: 3 clusters Score -2674934 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2676246.000000 Penalty: 3357.344238
	Iteration 6F: 3 clusters Score -2676246 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2677734.000000 Penalty: 3357.344238
	Iteration 7F: 3 clusters Score -2677734 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2679390.000000 Penalty: 3357.344238
	Iteration 8F: 3 clusters Score -2679390 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2680952.250000 Penalty: 3357.344238
	Iteration 9F: 3 clusters Score -2680952 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2682126.250000 Penalty: 3357.344238
	Iteration 10Q: 3 clusters Score -2682126 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2682821.000000 Penalty: 3357.344238
	Iteration 11Q: 3 clusters Score -2682821 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2683222.500000 Penalty: 3357.344238
	Iteration 12Q: 3 clusters Score -2683222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2683448.250000 Penalty: 3357.344238
	Iteration 13Q: 3 clusters Score -2683448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2683543.750000 Penalty: 3357.344238
	Iteration 14Q: 3 clusters Score -2683544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2683597.250000 Penalty: 3357.344238
	Iteration 15Q: 3 clusters Score -2683597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2683635.000000 Penalty: 3357.344238
	Iteration 16Q: 3 clusters Score -2683635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2683648.500000 Penalty: 3357.344238
	Iteration 17Q: 3 clusters Score -2683648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2683655.000000 Penalty: 3357.344238
	Iteration 18Q: 3 clusters Score -2683655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2683655.750000 Penalty: 3357.344238
	Iteration 19Q: 3 clusters Score -2683656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2683658.500000 Penalty: 3357.344238
	Iteration 20F: 3 clusters Score -2683658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Entering Unmasked Estep 
Score: -1361553.000000 Penalty: 1590.635376
	Iteration 0F: 2 clusters Score -1361553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1349381.250000 Penalty: 3181.270752
	Iteration 0F: 3 clusters Score -1349381 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1354564.250000 Penalty: 3181.270752
	Iteration 1F: 3 clusters Score -1354564 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1355961.250000 Penalty: 3181.270752
	Iteration 2F: 3 clusters Score -1355961 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1357361.125000 Penalty: 3181.270752
	Iteration 3F: 3 clusters Score -1357361 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1358446.750000 Penalty: 3181.270752
	Iteration 4F: 3 clusters Score -1358447 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1359137.500000 Penalty: 3181.270752
	Iteration 5F: 3 clusters Score -1359138 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1359511.750000 Penalty: 3181.270752
	Iteration 6Q: 3 clusters Score -1359512 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1359735.000000 Penalty: 3181.270752
	Iteration 7Q: 3 clusters Score -1359735 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1359874.000000 Penalty: 3181.270752
	Iteration 8Q: 3 clusters Score -1359874 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1359964.750000 Penalty: 3181.270752
	Iteration 9Q: 3 clusters Score -1359965 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1360044.875000 Penalty: 3181.270752
	Iteration 10Q: 3 clusters Score -1360045 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1360099.000000 Penalty: 3181.270752
	Iteration 11Q: 3 clusters Score -1360099 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1360154.875000 Penalty: 3181.270752
	Iteration 12Q: 3 clusters Score -1360155 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1360211.875000 Penalty: 3181.270752
	Iteration 13Q: 3 clusters Score -1360212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1360270.000000 Penalty: 3181.270752
	Iteration 14Q: 3 clusters Score -1360270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1360339.500000 Penalty: 3181.270752
	Iteration 15Q: 3 clusters Score -1360340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1360410.750000 Penalty: 3181.270752
	Iteration 16Q: 3 clusters Score -1360411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1360487.000000 Penalty: 3181.270752
	Iteration 17Q: 3 clusters Score -1360487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1360562.000000 Penalty: 3181.270752
	Iteration 18Q: 3 clusters Score -1360562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1360628.375000 Penalty: 3181.270752
	Iteration 19Q: 3 clusters Score -1360628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1360685.375000 Penalty: 3181.270752
	Iteration 20F: 3 clusters Score -1360685 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1360750.250000 Penalty: 3181.270752
	Iteration 21Q: 3 clusters Score -1360750 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1360821.750000 Penalty: 3181.270752
	Iteration 22Q: 3 clusters Score -1360822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1360891.500000 Penalty: 3181.270752
	Iteration 23Q: 3 clusters Score -1360892 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1360947.625000 Penalty: 3181.270752
	Iteration 24Q: 3 clusters Score -1360948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1361006.000000 Penalty: 3181.270752
	Iteration 25Q: 3 clusters Score -1361006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1361066.125000 Penalty: 3181.270752
	Iteration 26Q: 3 clusters Score -1361066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1361117.500000 Penalty: 3181.270752
	Iteration 27Q: 3 clusters Score -1361118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1361160.000000 Penalty: 3181.270752
	Iteration 28Q: 3 clusters Score -1361160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1361201.250000 Penalty: 3181.270752
	Iteration 29Q: 3 clusters Score -1361201 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1361227.375000 Penalty: 3181.270752
	Iteration 30Q: 3 clusters Score -1361227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1361251.875000 Penalty: 3181.270752
	Iteration 31Q: 3 clusters Score -1361252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1361276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1361285.000000 Penalty: 3181.270752
	Iteration 33Q: 3 clusters Score -1361285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1361300.250000 Penalty: 3181.270752
	Iteration 34Q: 3 clusters Score -1361300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1361314.250000 Penalty: 3181.270752
	Iteration 35Q: 3 clusters Score -1361314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1361324.375000 Penalty: 3181.270752
	Iteration 36Q: 3 clusters Score -1361324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1361326.000000 Penalty: 3181.270752
	Iteration 37Q: 3 clusters Score -1361326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1361330.875000 Penalty: 3181.270752
	Iteration 38Q: 3 clusters Score -1361331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1361338.125000 Penalty: 3181.270752
	Iteration 39Q: 3 clusters Score -1361338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1361338.875000 Penalty: 3181.270752
	Iteration 40F: 3 clusters Score -1361339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1361345.750000 Penalty: 3181.270752
	Iteration 41Q: 3 clusters Score -1361346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1361341.500000 Penalty: 3181.270752
	Iteration 42Q: 3 clusters Score -1361342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1361344.250000 Penalty: 3181.270752
	Iteration 43Q: 3 clusters Score -1361344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1361349.750000 Penalty: 3181.270752
	Iteration 44Q: 3 clusters Score -1361350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1361355.125000 Penalty: 3181.270752
	Iteration 45Q: 3 clusters Score -1361355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1361364.375000 Penalty: 3181.270752
	Iteration 46Q: 3 clusters Score -1361364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1361369.375000 Penalty: 3181.270752
	Iteration 47Q: 3 clusters Score -1361369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1361375.750000 Penalty: 3181.270752
	Iteration 48Q: 3 clusters Score -1361376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1361373.750000 Penalty: 3181.270752
	Iteration 49Q: 3 clusters Score -1361374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1361377.375000 Penalty: 3181.270752
	Iteration 50Q: 3 clusters Score -1361377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1361383.500000 Penalty: 3181.270752
	Iteration 51Q: 3 clusters Score -1361384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1361389.000000 Penalty: 3181.270752
	Iteration 52Q: 3 clusters Score -1361389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1361392.875000 Penalty: 3181.270752
	Iteration 53Q: 3 clusters Score -1361393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1361395.750000 Penalty: 3181.270752
	Iteration 54Q: 3 clusters Score -1361396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1361403.750000 Penalty: 3181.270752
	Iteration 55Q: 3 clusters Score -1361404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1361412.875000 Penalty: 3181.270752
	Iteration 56Q: 3 clusters Score -1361413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1361418.000000 Penalty: 3181.270752
	Iteration 57Q: 3 clusters Score -1361418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1361425.625000 Penalty: 3181.270752
	Iteration 58Q: 3 clusters Score -1361426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1361428.000000 Penalty: 3181.270752
	Iteration 59Q: 3 clusters Score -1361428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1361434.125000 Penalty: 3181.270752
	Iteration 60F: 3 clusters Score -1361434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1361432.250000 Penalty: 3181.270752
	Iteration 61Q: 3 clusters Score -1361432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1361436.875000 Penalty: 3181.270752
	Iteration 62Q: 3 clusters Score -1361437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1361441.750000 Penalty: 3181.270752
	Iteration 63Q: 3 clusters Score -1361442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1361445.875000 Penalty: 3181.270752
	Iteration 64Q: 3 clusters Score -1361446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1361441.375000 Penalty: 3181.270752
	Iteration 65Q: 3 clusters Score -1361441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1361446.125000 Penalty: 3181.270752
	Iteration 66Q: 3 clusters Score -1361446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1361451.250000 Penalty: 3181.270752
	Iteration 67Q: 3 clusters Score -1361451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1361454.625000 Penalty: 3181.270752
	Iteration 68Q: 3 clusters Score -1361455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1361456.500000 Penalty: 3181.270752
	Iteration 69Q: 3 clusters Score -1361456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1361461.625000 Penalty: 3181.270752
	Iteration 70Q: 3 clusters Score -1361462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1361461.000000 Penalty: 3181.270752
	Iteration 71Q: 3 clusters Score -1361461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1361461.125000 Penalty: 3181.270752
	Iteration 72Q: 3 clusters Score -1361461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
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Entering Unmasked Estep 
Score: -1361462.750000 Penalty: 3181.270752
	Iteration 73Q: 3 clusters Score -1361463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1361464.500000 Penalty: 3181.270752
	Iteration 74Q: 3 clusters Score -1361464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1361468.375000 Penalty: 3181.270752
	Iteration 75Q: 3 clusters Score -1361468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1361471.125000 Penalty: 3181.270752
	Iteration 76Q: 3 clusters Score -1361471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1361472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1361477.375000 Penalty: 3181.270752
	Iteration 78Q: 3 clusters Score -1361477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1361476.625000 Penalty: 3181.270752
	Iteration 79Q: 3 clusters Score -1361477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1361476.250000 Penalty: 3181.270752
	Iteration 80F: 3 clusters Score -1361476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1361479.000000 Penalty: 3181.270752
	Iteration 81Q: 3 clusters Score -1361479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
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Score: -1361478.125000 Penalty: 3181.270752
	Iteration 82Q: 3 clusters Score -1361478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1361482.750000 Penalty: 3181.270752
	Iteration 83Q: 3 clusters Score -1361483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1361481.750000 Penalty: 3181.270752
	Iteration 84Q: 3 clusters Score -1361482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
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Entering Unmasked Estep 
Score: -1361485.250000 Penalty: 3181.270752
	Iteration 85Q: 3 clusters Score -1361485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1361491.375000 Penalty: 3181.270752
	Iteration 86Q: 3 clusters Score -1361491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1361498.625000 Penalty: 3181.270752
	Iteration 87Q: 3 clusters Score -1361499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1361504.500000 Penalty: 3181.270752
	Iteration 88Q: 3 clusters Score -1361504 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
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Entering Unmasked Estep 
Score: -1361509.000000 Penalty: 3181.270752
	Iteration 89Q: 3 clusters Score -1361509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11138 members 
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Score: -1361510.250000 Penalty: 3181.270752
	Iteration 90Q: 3 clusters Score -1361510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1361514.250000 Penalty: 3181.270752
	Iteration 91Q: 3 clusters Score -1361514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1361516.000000 Penalty: 3181.270752
	Iteration 92Q: 3 clusters Score -1361516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1361522.000000 Penalty: 3181.270752
	Iteration 93Q: 3 clusters Score -1361522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1361522.500000 Penalty: 3181.270752
	Iteration 94Q: 3 clusters Score -1361522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1361522.875000 Penalty: 3181.270752
	Iteration 95Q: 3 clusters Score -1361523 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1361528.750000 Penalty: 3181.270752
	Iteration 96Q: 3 clusters Score -1361529 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1361528.875000 Penalty: 3181.270752
	Iteration 97Q: 3 clusters Score -1361529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1361525.750000 Penalty: 3181.270752
	Iteration 98Q: 3 clusters Score -1361526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1361526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1361526.125000 Penalty: 3181.270752
	Iteration 100F: 3 clusters Score -1361526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1361525.750000 Penalty: 3181.270752
	Iteration 101Q: 3 clusters Score -1361526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1361525.875000 Penalty: 3181.270752
	Iteration 102Q: 3 clusters Score -1361526 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1361527.375000 Penalty: 3181.270752
	Iteration 103Q: 3 clusters Score -1361527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1361526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1361526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1361528 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1361523.875000 Penalty: 3181.270752
	Iteration 107Q: 3 clusters Score -1361524 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1361527 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1361526 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1361527 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6495 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1361527 nChanged 2
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Mstep: Class 1 contains 6495 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1361525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1361527 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1361528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1361528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1361527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1361528 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1361528 nChanged 4
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Mstep: Class 1 contains 6482 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1361528 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6480 members 
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Entering Unmasked Estep 
Score: -1361530.875000 Penalty: 3181.270752
	Iteration 120F: 3 clusters Score -1361531 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6479 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1361531 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6478 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1361529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1361529.375000 Penalty: 3181.270752
	Iteration 123F: 3 clusters Score -1361529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -356511.687500 Penalty: 1357.634521
	Iteration 0F: 2 clusters Score -356511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -352963.906250 Penalty: 2715.269043
	Iteration 0F: 3 clusters Score -352963.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -353980.937500 Penalty: 2715.269043
	Iteration 1F: 3 clusters Score -353980.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -354185.343750 Penalty: 2715.269043
	Iteration 2F: 3 clusters Score -354185.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -354351.687500 Penalty: 2715.269043
	Iteration 3F: 3 clusters Score -354351.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -354541.593750 Penalty: 2715.269043
	Iteration 4F: 3 clusters Score -354541.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -354757.312500 Penalty: 2715.269043
	Iteration 5F: 3 clusters Score -354757.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -354963.812500 Penalty: 2715.269043
	Iteration 6F: 3 clusters Score -354963.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -355142.531250 Penalty: 2715.269043
	Iteration 7Q: 3 clusters Score -355142.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -355330.031250 Penalty: 2715.269043
	Iteration 8Q: 3 clusters Score -355330 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -355508.031250 Penalty: 2715.269043
	Iteration 9Q: 3 clusters Score -355508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -355632.500000 Penalty: 2715.269043
	Iteration 10Q: 3 clusters Score -355632.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -355713.875000 Penalty: 2715.269043
	Iteration 11Q: 3 clusters Score -355713.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -355765.906250 Penalty: 2715.269043
	Iteration 12Q: 3 clusters Score -355765.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -355789.062500 Penalty: 2715.269043
	Iteration 13Q: 3 clusters Score -355789.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -355802.968750 Penalty: 2715.269043
	Iteration 14Q: 3 clusters Score -355803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -355808.812500 Penalty: 2715.269043
	Iteration 15Q: 3 clusters Score -355808.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -355811.750000 Penalty: 2715.269043
	Iteration 16Q: 3 clusters Score -355811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -355814.062500 Penalty: 2715.269043
	Iteration 17Q: 3 clusters Score -355814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -355817.156250 Penalty: 2715.269043
	Iteration 18Q: 3 clusters Score -355817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -355818.937500 Penalty: 2715.269043
	Iteration 19Q: 3 clusters Score -355818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -355819.062500 Penalty: 2715.269043
	Iteration 20F: 3 clusters Score -355819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Entering Unmasked Estep 
Score: -15788747.000000 Penalty: 1960.343140
	Iteration 0F: 2 clusters Score -1.578875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -15672378.000000 Penalty: 3920.686279
	Iteration 0F: 3 clusters Score -1.567238e+07 nChanged 83653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -15721363.000000 Penalty: 3920.686279
	Iteration 1F: 3 clusters Score -1.572136e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -15722030.000000 Penalty: 3920.686279
	Iteration 2Q: 3 clusters Score -1.572203e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -15722972.000000 Penalty: 3920.686279
	Iteration 3Q: 3 clusters Score -1.572297e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -15724483.000000 Penalty: 3920.686279
	Iteration 4Q: 3 clusters Score -1.572448e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -15727054.000000 Penalty: 3920.686279
	Iteration 5Q: 3 clusters Score -1.572705e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -15732205.000000 Penalty: 3920.686279
	Iteration 6F: 3 clusters Score -1.57322e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -15741643.000000 Penalty: 3920.686279
	Iteration 7F: 3 clusters Score -1.574164e+07 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -15756019.000000 Penalty: 3920.686279
	Iteration 8F: 3 clusters Score -1.575602e+07 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -15771778.000000 Penalty: 3920.686279
	Iteration 9F: 3 clusters Score -1.577178e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15781910.000000 Penalty: 3920.686279
	Iteration 10F: 3 clusters Score -1.578191e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171853 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15785692.000000 Penalty: 3920.686279
	Iteration 11Q: 3 clusters Score -1.578569e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15786633.000000 Penalty: 3920.686279
	Iteration 12Q: 3 clusters Score -1.578663e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15786878.000000 Penalty: 3920.686279
	Iteration 13Q: 3 clusters Score -1.578688e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173216 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15786981.000000 Penalty: 3920.686279
	Iteration 14Q: 3 clusters Score -1.578698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15787008.000000 Penalty: 3920.686279
	Iteration 15Q: 3 clusters Score -1.578701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173261 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15787032.000000 Penalty: 3920.686279
	Iteration 16Q: 3 clusters Score -1.578703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15787040.000000 Penalty: 3920.686279
	Iteration 17Q: 3 clusters Score -1.578704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15787053.000000 Penalty: 3920.686279
	Iteration 18Q: 3 clusters Score -1.578705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15787059.000000 Penalty: 3920.686279
	Iteration 19Q: 3 clusters Score -1.578706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15787057.000000 Penalty: 3920.686279
	Iteration 20F: 3 clusters Score -1.578706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15787066.000000 Penalty: 3920.686279
	Iteration 21Q: 3 clusters Score -1.578707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15787068.000000 Penalty: 3920.686279
	Iteration 22Q: 3 clusters Score -1.578707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15787079.000000 Penalty: 3920.686279
	Iteration 23Q: 3 clusters Score -1.578708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173273 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15787087.000000 Penalty: 3920.686279
	Iteration 24Q: 3 clusters Score -1.578709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15787088.000000 Penalty: 3920.686279
	Iteration 25Q: 3 clusters Score -1.578709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15787088.000000 Penalty: 3920.686279
	Iteration 26F: 3 clusters Score -1.578709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Entering Unmasked Estep 
Score: -1596783.500000 Penalty: 1596.393066
	Iteration 0F: 2 clusters Score -1596784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1584122.625000 Penalty: 3192.786133
	Iteration 0F: 3 clusters Score -1584123 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1588701.250000 Penalty: 3192.786133
	Iteration 1F: 3 clusters Score -1588701 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1589065.750000 Penalty: 3192.786133
	Iteration 2F: 3 clusters Score -1589066 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1589449.875000 Penalty: 3192.786133
	Iteration 3F: 3 clusters Score -1589450 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1589830.250000 Penalty: 3192.786133
	Iteration 4Q: 3 clusters Score -1589830 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1590249.375000 Penalty: 3192.786133
	Iteration 5Q: 3 clusters Score -1590249 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1590710.000000 Penalty: 3192.786133
	Iteration 6F: 3 clusters Score -1590710 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1591169.250000 Penalty: 3192.786133
	Iteration 7F: 3 clusters Score -1591169 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1591583.500000 Penalty: 3192.786133
	Iteration 8Q: 3 clusters Score -1591584 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1591954.625000 Penalty: 3192.786133
	Iteration 9Q: 3 clusters Score -1591955 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1592234.250000 Penalty: 3192.786133
	Iteration 10Q: 3 clusters Score -1592234 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1592481.625000 Penalty: 3192.786133
	Iteration 11Q: 3 clusters Score -1592482 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1592712.375000 Penalty: 3192.786133
	Iteration 12Q: 3 clusters Score -1592712 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1592936.750000 Penalty: 3192.786133
	Iteration 13Q: 3 clusters Score -1592937 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1593122.500000 Penalty: 3192.786133
	Iteration 14Q: 3 clusters Score -1593122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1593316.375000 Penalty: 3192.786133
	Iteration 15Q: 3 clusters Score -1593316 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1593501.625000 Penalty: 3192.786133
	Iteration 16Q: 3 clusters Score -1593502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1593678.750000 Penalty: 3192.786133
	Iteration 17Q: 3 clusters Score -1593679 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1593845.625000 Penalty: 3192.786133
	Iteration 18Q: 3 clusters Score -1593846 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1594043.250000 Penalty: 3192.786133
	Iteration 19Q: 3 clusters Score -1594043 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1594242.625000 Penalty: 3192.786133
	Iteration 20F: 3 clusters Score -1594243 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1594407.250000 Penalty: 3192.786133
	Iteration 21Q: 3 clusters Score -1594407 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1594579.750000 Penalty: 3192.786133
	Iteration 22Q: 3 clusters Score -1594580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1594728.125000 Penalty: 3192.786133
	Iteration 23Q: 3 clusters Score -1594728 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1594844.250000 Penalty: 3192.786133
	Iteration 24Q: 3 clusters Score -1594844 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1594933.500000 Penalty: 3192.786133
	Iteration 25Q: 3 clusters Score -1594934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1595020.500000 Penalty: 3192.786133
	Iteration 26Q: 3 clusters Score -1595020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1595091.375000 Penalty: 3192.786133
	Iteration 27Q: 3 clusters Score -1595091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1595151.875000 Penalty: 3192.786133
	Iteration 28Q: 3 clusters Score -1595152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1595210.625000 Penalty: 3192.786133
	Iteration 29Q: 3 clusters Score -1595211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1595248.000000 Penalty: 3192.786133
	Iteration 30Q: 3 clusters Score -1595248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1595284.000000 Penalty: 3192.786133
	Iteration 31Q: 3 clusters Score -1595284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1595309.875000 Penalty: 3192.786133
	Iteration 32Q: 3 clusters Score -1595310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1595326.250000 Penalty: 3192.786133
	Iteration 33Q: 3 clusters Score -1595326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1595343.125000 Penalty: 3192.786133
	Iteration 34Q: 3 clusters Score -1595343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1595351.125000 Penalty: 3192.786133
	Iteration 35Q: 3 clusters Score -1595351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1595357.625000 Penalty: 3192.786133
	Iteration 36Q: 3 clusters Score -1595358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1595363.750000 Penalty: 3192.786133
	Iteration 37Q: 3 clusters Score -1595364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1595369.875000 Penalty: 3192.786133
	Iteration 38Q: 3 clusters Score -1595370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1595375.625000 Penalty: 3192.786133
	Iteration 39Q: 3 clusters Score -1595376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1595375.500000 Penalty: 3192.786133
	Iteration 40F: 3 clusters Score -1595376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1595374.250000 Penalty: 3192.786133
	Iteration 41Q: 3 clusters Score -1595374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1595374.250000 Penalty: 3192.786133
	Iteration 42F: 3 clusters Score -1595374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Entering Unmasked Estep 
Score: -2404993.750000 Penalty: 1664.642212
	Iteration 0F: 2 clusters Score -2404994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2385972.250000 Penalty: 3329.284424
	Iteration 0F: 3 clusters Score -2385972 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2393132.250000 Penalty: 3329.284424
	Iteration 1F: 3 clusters Score -2393132 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2393588.000000 Penalty: 3329.284424
	Iteration 2Q: 3 clusters Score -2393588 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2393980.000000 Penalty: 3329.284424
	Iteration 3Q: 3 clusters Score -2393980 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2394424.000000 Penalty: 3329.284424
	Iteration 4Q: 3 clusters Score -2394424 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2394963.500000 Penalty: 3329.284424
	Iteration 5Q: 3 clusters Score -2394964 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2395662.750000 Penalty: 3329.284424
	Iteration 6F: 3 clusters Score -2395663 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2396612.750000 Penalty: 3329.284424
	Iteration 7F: 3 clusters Score -2396613 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2397932.000000 Penalty: 3329.284424
	Iteration 8F: 3 clusters Score -2397932 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2399449.750000 Penalty: 3329.284424
	Iteration 9F: 3 clusters Score -2399450 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2400836.750000 Penalty: 3329.284424
	Iteration 10F: 3 clusters Score -2400837 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2401861.750000 Penalty: 3329.284424
	Iteration 11Q: 3 clusters Score -2401862 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2402505.750000 Penalty: 3329.284424
	Iteration 12Q: 3 clusters Score -2402506 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2402908.500000 Penalty: 3329.284424
	Iteration 13Q: 3 clusters Score -2402908 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2403159.000000 Penalty: 3329.284424
	Iteration 14Q: 3 clusters Score -2403159 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2403329.000000 Penalty: 3329.284424
	Iteration 15Q: 3 clusters Score -2403329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2403403.500000 Penalty: 3329.284424
	Iteration 16Q: 3 clusters Score -2403404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2403451.250000 Penalty: 3329.284424
	Iteration 17Q: 3 clusters Score -2403451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2403480.250000 Penalty: 3329.284424
	Iteration 18Q: 3 clusters Score -2403480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2403503.000000 Penalty: 3329.284424
	Iteration 19Q: 3 clusters Score -2403503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2403530.250000 Penalty: 3329.284424
	Iteration 20F: 3 clusters Score -2403530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2403539.500000 Penalty: 3329.284424
	Iteration 21Q: 3 clusters Score -2403540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2403548.250000 Penalty: 3329.284424
	Iteration 22Q: 3 clusters Score -2403548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2403554.000000 Penalty: 3329.284424
	Iteration 23Q: 3 clusters Score -2403554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2403562.750000 Penalty: 3329.284424
	Iteration 24Q: 3 clusters Score -2403563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2403572.250000 Penalty: 3329.284424
	Iteration 25Q: 3 clusters Score -2403572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2403578.000000 Penalty: 3329.284424
	Iteration 26Q: 3 clusters Score -2403578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2403585.000000 Penalty: 3329.284424
	Iteration 27Q: 3 clusters Score -2403585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2403591.750000 Penalty: 3329.284424
	Iteration 28Q: 3 clusters Score -2403592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2403595.250000 Penalty: 3329.284424
	Iteration 29Q: 3 clusters Score -2403595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2403597.500000 Penalty: 3329.284424
	Iteration 30Q: 3 clusters Score -2403598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2403598.500000 Penalty: 3329.284424
	Iteration 31Q: 3 clusters Score -2403598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2403600.000000 Penalty: 3329.284424
	Iteration 32Q: 3 clusters Score -2403600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2403600.750000 Penalty: 3329.284424
	Iteration 33Q: 3 clusters Score -2403601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2403600.750000 Penalty: 3329.284424
	Iteration 34F: 3 clusters Score -2403601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -413861.625000 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -413861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -409984.375000 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -409984.4 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -411030.906250 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -411030.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -411232.281250 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -411232.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -411392.406250 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -411392.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -411568.250000 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -411568.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -411722.437500 Penalty: 2757.987549
	Iteration 5Q: 3 clusters Score -411722.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -411873.343750 Penalty: 2757.987549
	Iteration 6Q: 3 clusters Score -411873.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412052.031250 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -412052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -412195.687500 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -412195.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -412298.437500 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -412298.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -412390.562500 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -412390.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -412456.250000 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -412456.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -412506.468750 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -412506.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -412544.312500 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -412544.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -412569.250000 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -412569.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -412586.843750 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -412586.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -412604.500000 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -412604.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -412613.875000 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -412613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -412627.531250 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -412627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -412639.906250 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -412639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -412649.437500 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -412649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -412653.843750 Penalty: 2757.987549
	Iteration 21Q: 3 clusters Score -412653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -412658.781250 Penalty: 2757.987549
	Iteration 22Q: 3 clusters Score -412658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -412661.093750 Penalty: 2757.987549
	Iteration 23Q: 3 clusters Score -412661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -412665.093750 Penalty: 2757.987549
	Iteration 24Q: 3 clusters Score -412665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -412669.593750 Penalty: 2757.987549
	Iteration 25Q: 3 clusters Score -412669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -412672.656250 Penalty: 2757.987549
	Iteration 26Q: 3 clusters Score -412672.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -412672.656250 Penalty: 2757.987549
	Iteration 27F: 3 clusters Score -412672.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -85227.281250 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -85227.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83725.921875 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -83725.92 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84025.476562 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -84025.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84114.164062 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -84114.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84183.585938 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -84183.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84225.882812 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -84225.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84254.539062 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -84254.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84275.859375 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -84275.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84293.726562 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -84293.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84303.812500 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -84303.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84313.875000 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -84313.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84335.109375 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -84335.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84354.554688 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -84354.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84376.640625 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -84376.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84388.398438 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -84388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84394.906250 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -84394.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84397.523438 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -84397.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84400.250000 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -84400.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84401.281250 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -84401.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84405.460938 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -84405.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84409.757812 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -84409.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84411.445312 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -84411.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84413.023438 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -84413.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84413.023438 Penalty: 2276.586670
	Iteration 22F: 3 clusters Score -84413.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -266682.656250 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -266682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -263670.281250 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -263670.3 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -264445.937500 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -264445.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -264625.843750 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -264625.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -264752.843750 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -264752.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -264829.031250 Penalty: 2649.932373
	Iteration 4Q: 3 clusters Score -264829 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -264897.093750 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -264897.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -264952.468750 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -264952.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -265001.500000 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -265001.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -265074.625000 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -265074.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -265179.531250 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -265179.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -265271.843750 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -265271.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265383.187500 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -265383.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -265508.062500 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -265508.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -265618.312500 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -265618.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -265745.718750 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -265745.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265895.187500 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -265895.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -266041.718750 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -266041.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266158.968750 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -266159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -266266.437500 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -266266.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -266347.093750 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -266347.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -266403.937500 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -266403.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -266448.812500 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -266448.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -266492.468750 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -266492.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -266520.968750 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -266521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -266540.843750 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -266540.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -266545.750000 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -266545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -266551.187500 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -266551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -266554.781250 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -266554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -266560.812500 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -266560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -266566.875000 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -266566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -266572.781250 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -266572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -266576.968750 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -266577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -266580.281250 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -266580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -266584.937500 Penalty: 2649.932373
	Iteration 33Q: 3 clusters Score -266584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -266589.937500 Penalty: 2649.932373
	Iteration 34Q: 3 clusters Score -266589.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -266597.218750 Penalty: 2649.932373
	Iteration 35Q: 3 clusters Score -266597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -266605.562500 Penalty: 2649.932373
	Iteration 36Q: 3 clusters Score -266605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -266614.187500 Penalty: 2649.932373
	Iteration 37Q: 3 clusters Score -266614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -266620.312500 Penalty: 2649.932373
	Iteration 38Q: 3 clusters Score -266620.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -266626.500000 Penalty: 2649.932373
	Iteration 39Q: 3 clusters Score -266626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -266632.812500 Penalty: 2649.932373
	Iteration 40F: 3 clusters Score -266632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -266640.312500 Penalty: 2649.932373
	Iteration 41Q: 3 clusters Score -266640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -266651.718750 Penalty: 2649.932373
	Iteration 42Q: 3 clusters Score -266651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -266656.687500 Penalty: 2649.932373
	Iteration 43Q: 3 clusters Score -266656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -266662.406250 Penalty: 2649.932373
	Iteration 44Q: 3 clusters Score -266662.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -266673.812500 Penalty: 2649.932373
	Iteration 45Q: 3 clusters Score -266673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -266685.531250 Penalty: 2649.932373
	Iteration 46Q: 3 clusters Score -266685.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -266718.031250 Penalty: 2649.932373
	Iteration 47Q: 3 clusters Score -266718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -266769.375000 Penalty: 2649.932373
	Iteration 48Q: 3 clusters Score -266769.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -266820.406250 Penalty: 2649.932373
	Iteration 49Q: 3 clusters Score -266820.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -266852.593750 Penalty: 2649.932373
	Iteration 50Q: 3 clusters Score -266852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -266856.906250 Penalty: 2649.932373
	Iteration 51Q: 3 clusters Score -266856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -266859.593750 Penalty: 2649.932373
	Iteration 52Q: 3 clusters Score -266859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -266860.281250 Penalty: 2649.932373
	Iteration 53Q: 3 clusters Score -266860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -266860.593750 Penalty: 2649.932373
	Iteration 54Q: 3 clusters Score -266860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -266860.593750 Penalty: 2649.932373
	Iteration 55F: 3 clusters Score -266860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 36270 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140369 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 15687 members 
Mstep: Class 33 contains 2377 members 
Entering Unmasked Estep 
Score: -76319264.000000 Penalty: 73493.570312
Splitting cluster 27 changes total score from -76318120.000000 to -76319264.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -315782.718750 Penalty: 1339.490601
	Iteration 0F: 2 clusters Score -315782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -312560.625000 Penalty: 2678.981201
	Iteration 0F: 3 clusters Score -312560.6 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -313428.656250 Penalty: 2678.981201
	Iteration 1F: 3 clusters Score -313428.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -313604.093750 Penalty: 2678.981201
	Iteration 2F: 3 clusters Score -313604.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -313728.656250 Penalty: 2678.981201
	Iteration 3F: 3 clusters Score -313728.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -313876.562500 Penalty: 2678.981201
	Iteration 4Q: 3 clusters Score -313876.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -314078.875000 Penalty: 2678.981201
	Iteration 5F: 3 clusters Score -314078.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -314300.218750 Penalty: 2678.981201
	Iteration 6F: 3 clusters Score -314300.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -314495.875000 Penalty: 2678.981201
	Iteration 7F: 3 clusters Score -314495.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -314619.750000 Penalty: 2678.981201
	Iteration 8Q: 3 clusters Score -314619.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -314717.468750 Penalty: 2678.981201
	Iteration 9Q: 3 clusters Score -314717.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -314792.406250 Penalty: 2678.981201
	Iteration 10Q: 3 clusters Score -314792.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -314858.000000 Penalty: 2678.981201
	Iteration 11Q: 3 clusters Score -314858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -314931.312500 Penalty: 2678.981201
	Iteration 12Q: 3 clusters Score -314931.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -315003.843750 Penalty: 2678.981201
	Iteration 13Q: 3 clusters Score -315003.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -315070.343750 Penalty: 2678.981201
	Iteration 14Q: 3 clusters Score -315070.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -315130.375000 Penalty: 2678.981201
	Iteration 15Q: 3 clusters Score -315130.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -315197.156250 Penalty: 2678.981201
	Iteration 16Q: 3 clusters Score -315197.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -315258.000000 Penalty: 2678.981201
	Iteration 17Q: 3 clusters Score -315258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -315298.937500 Penalty: 2678.981201
	Iteration 18Q: 3 clusters Score -315298.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -315329.250000 Penalty: 2678.981201
	Iteration 19Q: 3 clusters Score -315329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -315346.343750 Penalty: 2678.981201
	Iteration 20F: 3 clusters Score -315346.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -315363.468750 Penalty: 2678.981201
	Iteration 21Q: 3 clusters Score -315363.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -315373.437500 Penalty: 2678.981201
	Iteration 22Q: 3 clusters Score -315373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -315379.093750 Penalty: 2678.981201
	Iteration 23Q: 3 clusters Score -315379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -315384.562500 Penalty: 2678.981201
	Iteration 24Q: 3 clusters Score -315384.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -315388.437500 Penalty: 2678.981201
	Iteration 25Q: 3 clusters Score -315388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -315391.562500 Penalty: 2678.981201
	Iteration 26Q: 3 clusters Score -315391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -315394.125000 Penalty: 2678.981201
	Iteration 27Q: 3 clusters Score -315394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -315397.000000 Penalty: 2678.981201
	Iteration 28Q: 3 clusters Score -315397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -315397.750000 Penalty: 2678.981201
	Iteration 29Q: 3 clusters Score -315397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -315397.750000 Penalty: 2678.981201
	Iteration 30F: 3 clusters Score -315397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -170592.421875 Penalty: 1238.921265
	Iteration 0F: 2 clusters Score -170592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -168517.250000 Penalty: 2477.842529
	Iteration 0F: 3 clusters Score -168517.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -169191.750000 Penalty: 2477.842529
	Iteration 1F: 3 clusters Score -169191.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -169460.921875 Penalty: 2477.842529
	Iteration 2F: 3 clusters Score -169460.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -169657.687500 Penalty: 2477.842529
	Iteration 3F: 3 clusters Score -169657.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169791.875000 Penalty: 2477.842529
	Iteration 4F: 3 clusters Score -169791.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -169860.281250 Penalty: 2477.842529
	Iteration 5Q: 3 clusters Score -169860.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -169894.093750 Penalty: 2477.842529
	Iteration 6Q: 3 clusters Score -169894.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -169907.218750 Penalty: 2477.842529
	Iteration 7Q: 3 clusters Score -169907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -169919.468750 Penalty: 2477.842529
	Iteration 8Q: 3 clusters Score -169919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -169930.562500 Penalty: 2477.842529
	Iteration 9Q: 3 clusters Score -169930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -169936.468750 Penalty: 2477.842529
	Iteration 10Q: 3 clusters Score -169936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -169941.859375 Penalty: 2477.842529
	Iteration 11Q: 3 clusters Score -169941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169944.859375 Penalty: 2477.842529
	Iteration 12Q: 3 clusters Score -169944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -169947.937500 Penalty: 2477.842529
	Iteration 13Q: 3 clusters Score -169947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -169949.375000 Penalty: 2477.842529
	Iteration 14Q: 3 clusters Score -169949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -169949.578125 Penalty: 2477.842529
	Iteration 15Q: 3 clusters Score -169949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -169949.578125 Penalty: 2477.842529
	Iteration 16F: 3 clusters Score -169949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -51380.175781 Penalty: 1079.827271
	Iteration 0F: 2 clusters Score -51380.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -50141.269531 Penalty: 2159.654541
	Iteration 0F: 3 clusters Score -50141.27 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50564.632812 Penalty: 2159.654541
	Iteration 1F: 3 clusters Score -50564.63 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50865.648438 Penalty: 2159.654541
	Iteration 2F: 3 clusters Score -50865.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51080.148438 Penalty: 2159.654541
	Iteration 3F: 3 clusters Score -51080.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51190.890625 Penalty: 2159.654541
	Iteration 4F: 3 clusters Score -51190.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51256.507812 Penalty: 2159.654541
	Iteration 5Q: 3 clusters Score -51256.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51275.773438 Penalty: 2159.654541
	Iteration 6Q: 3 clusters Score -51275.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51283.300781 Penalty: 2159.654541
	Iteration 7Q: 3 clusters Score -51283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51292.554688 Penalty: 2159.654541
	Iteration 8Q: 3 clusters Score -51292.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51296.515625 Penalty: 2159.654541
	Iteration 9Q: 3 clusters Score -51296.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51298.332031 Penalty: 2159.654541
	Iteration 10Q: 3 clusters Score -51298.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51298.332031 Penalty: 2159.654541
	Iteration 11F: 3 clusters Score -51298.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -538294.562500 Penalty: 1422.807373
	Iteration 0F: 2 clusters Score -538294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -533472.375000 Penalty: 2845.614746
	Iteration 0F: 3 clusters Score -533472.4 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -534855.000000 Penalty: 2845.614746
	Iteration 1F: 3 clusters Score -534855 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -535026.375000 Penalty: 2845.614746
	Iteration 2F: 3 clusters Score -535026.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -535144.187500 Penalty: 2845.614746
	Iteration 3Q: 3 clusters Score -535144.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -535229.125000 Penalty: 2845.614746
	Iteration 4Q: 3 clusters Score -535229.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -535317.937500 Penalty: 2845.614746
	Iteration 5Q: 3 clusters Score -535317.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -535404.625000 Penalty: 2845.614746
	Iteration 6Q: 3 clusters Score -535404.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -535509.250000 Penalty: 2845.614746
	Iteration 7Q: 3 clusters Score -535509.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -535638.125000 Penalty: 2845.614746
	Iteration 8Q: 3 clusters Score -535638.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -535778.687500 Penalty: 2845.614746
	Iteration 9Q: 3 clusters Score -535778.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -535957.187500 Penalty: 2845.614746
	Iteration 10Q: 3 clusters Score -535957.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -536133.250000 Penalty: 2845.614746
	Iteration 11Q: 3 clusters Score -536133.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -536315.562500 Penalty: 2845.614746
	Iteration 12Q: 3 clusters Score -536315.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -536525.062500 Penalty: 2845.614746
	Iteration 13Q: 3 clusters Score -536525.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -536724.187500 Penalty: 2845.614746
	Iteration 14Q: 3 clusters Score -536724.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -536898.937500 Penalty: 2845.614746
	Iteration 15Q: 3 clusters Score -536898.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -537031.437500 Penalty: 2845.614746
	Iteration 16Q: 3 clusters Score -537031.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -537119.750000 Penalty: 2845.614746
	Iteration 17Q: 3 clusters Score -537119.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -537176.812500 Penalty: 2845.614746
	Iteration 18Q: 3 clusters Score -537176.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -537224.000000 Penalty: 2845.614746
	Iteration 19Q: 3 clusters Score -537224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -537261.312500 Penalty: 2845.614746
	Iteration 20F: 3 clusters Score -537261.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -537294.125000 Penalty: 2845.614746
	Iteration 21Q: 3 clusters Score -537294.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -537312.625000 Penalty: 2845.614746
	Iteration 22Q: 3 clusters Score -537312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -537321.875000 Penalty: 2845.614746
	Iteration 23Q: 3 clusters Score -537321.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -537326.000000 Penalty: 2845.614746
	Iteration 24Q: 3 clusters Score -537326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -537327.187500 Penalty: 2845.614746
	Iteration 25Q: 3 clusters Score -537327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -537327.250000 Penalty: 2845.614746
	Iteration 26Q: 3 clusters Score -537327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -537327.750000 Penalty: 2845.614746
	Iteration 27Q: 3 clusters Score -537327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -537327.750000 Penalty: 2845.614746
	Iteration 28F: 3 clusters Score -537327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 80613 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 84115 members 
Mstep: Class 12 contains 36270 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 140369 members 
Mstep: Class 17 contains 23728 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 18471 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 769 members 
Mstep: Class 31 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76320104.000000 Penalty: 73493.570312
Iteration 199Q: 34 clusters Score -7.63201e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 80662 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97212 members 
Mstep: Class 11 contains 84149 members 
Mstep: Class 12 contains 36201 members 
Mstep: Class 13 contains 47815 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 140586 members 
Mstep: Class 17 contains 23868 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 17811 members 
Mstep: Class 21 contains 4300 members 
Mstep: Class 22 contains 173468 members 
Mstep: Class 23 contains 18491 members 
Mstep: Class 24 contains 28112 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 774 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 15111 members 
Mstep: Class 33 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76321128.000000 Penalty: 73493.570312
Iteration 200F: 34 clusters Score -7.632113e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 80372 members 
Mstep: Class 5 contains 2488 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97159 members 
Mstep: Class 11 contains 83977 members 
Mstep: Class 12 contains 36244 members 
Mstep: Class 13 contains 47664 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 139799 members 
Mstep: Class 17 contains 23811 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17768 members 
Mstep: Class 21 contains 4233 members 
Mstep: Class 22 contains 173463 members 
Mstep: Class 23 contains 18453 members 
Mstep: Class 24 contains 28109 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 774 members 
Mstep: Class 31 contains 6361 members 
Mstep: Class 32 contains 16759 members 
Mstep: Class 33 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322080.000000 Penalty: 73493.570312
Iteration 201Q: 34 clusters Score -7.632208e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 9988 members 
Mstep: Class 4 contains 80173 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 12358 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 1207 members 
Mstep: Class 10 contains 97150 members 
Mstep: Class 11 contains 83811 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 47573 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 139219 members 
Mstep: Class 17 contains 23818 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 30648 members 
Mstep: Class 20 contains 17760 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18420 members 
Mstep: Class 24 contains 28110 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 775 members 
Mstep: Class 31 contains 6349 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322304.000000 Penalty: 73493.570312
Iteration 202Q: 34 clusters Score -7.63223e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 9975 members 
Mstep: Class 4 contains 79983 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 12340 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 97160 members 
Mstep: Class 11 contains 83679 members 
Mstep: Class 12 contains 36470 members 
Mstep: Class 13 contains 47496 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 12010 members 
Mstep: Class 16 contains 138748 members 
Mstep: Class 17 contains 23835 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17742 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 173445 members 
Mstep: Class 23 contains 18403 members 
Mstep: Class 24 contains 28111 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 2047 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 6351 members 
Mstep: Class 32 contains 18629 members 
Mstep: Class 33 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322824.000000 Penalty: 73493.570312
Iteration 203Q: 34 clusters Score -7.632282e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 9961 members 
Mstep: Class 4 contains 79776 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 12325 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 97167 members 
Mstep: Class 11 contains 83569 members 
Mstep: Class 12 contains 36566 members 
Mstep: Class 13 contains 47460 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 138364 members 
Mstep: Class 17 contains 23846 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 30639 members 
Mstep: Class 20 contains 17726 members 
Mstep: Class 21 contains 4157 members 
Mstep: Class 22 contains 173448 members 
Mstep: Class 23 contains 18390 members 
Mstep: Class 24 contains 28111 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6337 members 
Mstep: Class 32 contains 19346 members 
Mstep: Class 33 contains 2481 members 
Entering Unmasked Estep 
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Iteration 204Q: 34 clusters Score -7.632291e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 9948 members 
Mstep: Class 4 contains 79598 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 97187 members 
Mstep: Class 11 contains 83449 members 
Mstep: Class 12 contains 36628 members 
Mstep: Class 13 contains 47410 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 138038 members 
Mstep: Class 17 contains 23853 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 30638 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 4138 members 
Mstep: Class 22 contains 173456 members 
Mstep: Class 23 contains 18368 members 
Mstep: Class 24 contains 28113 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 1103 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6331 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 2507 members 
Entering Unmasked Estep 
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Score: -76323104.000000 Penalty: 73493.570312
Iteration 205Q: 34 clusters Score -7.63231e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 9937 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 97205 members 
Mstep: Class 11 contains 83352 members 
Mstep: Class 12 contains 36694 members 
Mstep: Class 13 contains 47358 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 137734 members 
Mstep: Class 17 contains 23866 members 
Mstep: Class 18 contains 19588 members 
Mstep: Class 19 contains 30630 members 
Mstep: Class 20 contains 17699 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18355 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 4844 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6331 members 
Mstep: Class 32 contains 20574 members 
Mstep: Class 33 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323312.000000 Penalty: 73493.570312
Iteration 206Q: 34 clusters Score -7.632331e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 79273 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 12292 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 97219 members 
Mstep: Class 11 contains 83274 members 
Mstep: Class 12 contains 36738 members 
Mstep: Class 13 contains 47319 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 137449 members 
Mstep: Class 17 contains 23876 members 
Mstep: Class 18 contains 19586 members 
Mstep: Class 19 contains 30628 members 
Mstep: Class 20 contains 17685 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 173462 members 
Mstep: Class 23 contains 18342 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4844 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 777 members 
Mstep: Class 31 contains 6346 members 
Mstep: Class 32 contains 21115 members 
Mstep: Class 33 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323440.000000 Penalty: 73493.570312
Iteration 207Q: 34 clusters Score -7.632344e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 79125 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97239 members 
Mstep: Class 11 contains 83203 members 
Mstep: Class 12 contains 36759 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 137175 members 
Mstep: Class 17 contains 23897 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 30634 members 
Mstep: Class 20 contains 17669 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 173466 members 
Mstep: Class 23 contains 18330 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4844 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 21620 members 
Mstep: Class 33 contains 2547 members 
Entering Unmasked Estep 
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Score: -76323336.000000 Penalty: 73493.570312
Iteration 208Q: 34 clusters Score -7.632334e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 4 contains 78983 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 97279 members 
Mstep: Class 11 contains 83122 members 
Mstep: Class 12 contains 36783 members 
Mstep: Class 13 contains 47236 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 136891 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 173473 members 
Mstep: Class 23 contains 18319 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4843 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6364 members 
Mstep: Class 32 contains 22106 members 
Mstep: Class 33 contains 2554 members 
Entering Unmasked Estep 
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Score: -76323384.000000 Penalty: 73493.570312
Iteration 209Q: 34 clusters Score -7.632338e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 9890 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 12284 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 97307 members 
Mstep: Class 11 contains 83048 members 
Mstep: Class 12 contains 36803 members 
Mstep: Class 13 contains 47222 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 16 contains 136651 members 
Mstep: Class 17 contains 23921 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 30634 members 
Mstep: Class 20 contains 17649 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 173477 members 
Mstep: Class 23 contains 18305 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6369 members 
Mstep: Class 32 contains 22559 members 
Mstep: Class 33 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323408.000000 Penalty: 73493.570312
Iteration 210Q: 34 clusters Score -7.632341e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 78728 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 12282 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 97335 members 
Mstep: Class 11 contains 82981 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 47194 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 136455 members 
Mstep: Class 17 contains 23907 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 30636 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 173475 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 28114 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 777 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 22978 members 
Mstep: Class 33 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323504.000000 Penalty: 73493.570312
Iteration 211Q: 34 clusters Score -7.63235e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 9871 members 
Mstep: Class 4 contains 78603 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 12286 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97366 members 
Mstep: Class 11 contains 82910 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 47185 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 136263 members 
Mstep: Class 17 contains 23890 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 173469 members 
Mstep: Class 23 contains 18288 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4833 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 777 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 23380 members 
Mstep: Class 33 contains 2572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323576.000000 Penalty: 73493.570312
Iteration 212Q: 34 clusters Score -7.632358e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 9859 members 
Mstep: Class 4 contains 78468 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12279 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97412 members 
Mstep: Class 11 contains 82846 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 47205 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 136074 members 
Mstep: Class 17 contains 23879 members 
Mstep: Class 18 contains 19576 members 
Mstep: Class 19 contains 30638 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 173465 members 
Mstep: Class 23 contains 18281 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4825 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6388 members 
Mstep: Class 32 contains 23734 members 
Mstep: Class 33 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323720.000000 Penalty: 73493.570312
Iteration 213Q: 34 clusters Score -7.632372e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 9844 members 
Mstep: Class 4 contains 78323 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12272 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97454 members 
Mstep: Class 11 contains 82793 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 47217 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 11951 members 
Mstep: Class 16 contains 135921 members 
Mstep: Class 17 contains 23871 members 
Mstep: Class 18 contains 19573 members 
Mstep: Class 19 contains 30641 members 
Mstep: Class 20 contains 17627 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 173463 members 
Mstep: Class 23 contains 18273 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 24078 members 
Mstep: Class 33 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323912.000000 Penalty: 73493.570312
Iteration 214Q: 34 clusters Score -7.632391e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 9838 members 
Mstep: Class 4 contains 78202 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12262 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97490 members 
Mstep: Class 11 contains 82746 members 
Mstep: Class 12 contains 36817 members 
Mstep: Class 13 contains 47240 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 11949 members 
Mstep: Class 16 contains 135767 members 
Mstep: Class 17 contains 23852 members 
Mstep: Class 18 contains 19565 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17618 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6392 members 
Mstep: Class 32 contains 24392 members 
Mstep: Class 33 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323936.000000 Penalty: 73493.570312
Iteration 215Q: 34 clusters Score -7.632394e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 9830 members 
Mstep: Class 4 contains 78098 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12258 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97533 members 
Mstep: Class 11 contains 82700 members 
Mstep: Class 12 contains 36813 members 
Mstep: Class 13 contains 47250 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 135589 members 
Mstep: Class 17 contains 23842 members 
Mstep: Class 18 contains 19556 members 
Mstep: Class 19 contains 30645 members 
Mstep: Class 20 contains 17612 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 28115 members 
Mstep: Class 25 contains 4815 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6388 members 
Mstep: Class 32 contains 24716 members 
Mstep: Class 33 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324056.000000 Penalty: 73493.570312
Iteration 216Q: 34 clusters Score -7.632406e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 9825 members 
Mstep: Class 4 contains 77947 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12252 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97584 members 
Mstep: Class 11 contains 82653 members 
Mstep: Class 12 contains 36801 members 
Mstep: Class 13 contains 47251 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 135430 members 
Mstep: Class 17 contains 23840 members 
Mstep: Class 18 contains 19542 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 17606 members 
Mstep: Class 21 contains 4093 members 
Mstep: Class 22 contains 173449 members 
Mstep: Class 23 contains 18261 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 25069 members 
Mstep: Class 33 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324216.000000 Penalty: 73493.570312
Iteration 217Q: 34 clusters Score -7.632422e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 77798 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97624 members 
Mstep: Class 11 contains 82594 members 
Mstep: Class 12 contains 36791 members 
Mstep: Class 13 contains 47261 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 11939 members 
Mstep: Class 16 contains 135266 members 
Mstep: Class 17 contains 23840 members 
Mstep: Class 18 contains 19534 members 
Mstep: Class 19 contains 30652 members 
Mstep: Class 20 contains 17600 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 173453 members 
Mstep: Class 23 contains 18255 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 25433 members 
Mstep: Class 33 contains 2601 members 
Entering Unmasked Estep 
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Iteration 218Q: 34 clusters Score -7.632425e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9809 members 
Mstep: Class 4 contains 77681 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97666 members 
Mstep: Class 11 contains 82536 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 135135 members 
Mstep: Class 17 contains 23840 members 
Mstep: Class 18 contains 19530 members 
Mstep: Class 19 contains 30654 members 
Mstep: Class 20 contains 17595 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 173456 members 
Mstep: Class 23 contains 18250 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6383 members 
Mstep: Class 32 contains 25735 members 
Mstep: Class 33 contains 2600 members 
Entering Unmasked Estep 
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Iteration 219Q: 34 clusters Score -7.63241e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9802 members 
Mstep: Class 4 contains 77583 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12242 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97707 members 
Mstep: Class 11 contains 82484 members 
Mstep: Class 12 contains 36768 members 
Mstep: Class 13 contains 47277 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 135005 members 
Mstep: Class 17 contains 23830 members 
Mstep: Class 18 contains 19521 members 
Mstep: Class 19 contains 30653 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 173457 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 26016 members 
Mstep: Class 33 contains 2600 members 
Entering Unmasked Estep 
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Iteration 220F: 34 clusters Score -7.632425e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 77482 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12240 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 1207 members 
Mstep: Class 10 contains 97718 members 
Mstep: Class 11 contains 82452 members 
Mstep: Class 12 contains 36752 members 
Mstep: Class 13 contains 47286 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 134884 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 19516 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 173454 members 
Mstep: Class 23 contains 18241 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 26316 members 
Mstep: Class 33 contains 2601 members 
Entering Unmasked Estep 
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Iteration 221Q: 34 clusters Score -7.632428e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 77389 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12238 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 97736 members 
Mstep: Class 11 contains 82434 members 
Mstep: Class 12 contains 36725 members 
Mstep: Class 13 contains 47309 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 134770 members 
Mstep: Class 17 contains 23787 members 
Mstep: Class 18 contains 19511 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 173457 members 
Mstep: Class 23 contains 18234 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6369 members 
Mstep: Class 32 contains 26557 members 
Mstep: Class 33 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324248.000000 Penalty: 73493.570312
Iteration 222Q: 34 clusters Score -7.632425e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 77323 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12235 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97750 members 
Mstep: Class 11 contains 82401 members 
Mstep: Class 12 contains 36706 members 
Mstep: Class 13 contains 47323 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 134683 members 
Mstep: Class 17 contains 23774 members 
Mstep: Class 18 contains 19509 members 
Mstep: Class 19 contains 30655 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 173459 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3809 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6368 members 
Mstep: Class 32 contains 26755 members 
Mstep: Class 33 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324152.000000 Penalty: 73493.570312
Iteration 223Q: 34 clusters Score -7.632415e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9783 members 
Mstep: Class 4 contains 77251 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12233 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97772 members 
Mstep: Class 11 contains 82377 members 
Mstep: Class 12 contains 36691 members 
Mstep: Class 13 contains 47341 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 134612 members 
Mstep: Class 17 contains 23768 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 173455 members 
Mstep: Class 23 contains 18224 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3811 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6367 members 
Mstep: Class 32 contains 26921 members 
Mstep: Class 33 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324256.000000 Penalty: 73493.570312
Iteration 224Q: 34 clusters Score -7.632426e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 77177 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 12234 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97785 members 
Mstep: Class 11 contains 82355 members 
Mstep: Class 12 contains 36682 members 
Mstep: Class 13 contains 47341 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 134548 members 
Mstep: Class 17 contains 23759 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 22 contains 173450 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 28118 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6366 members 
Mstep: Class 32 contains 27098 members 
Mstep: Class 33 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324072.000000 Penalty: 73493.570312
Iteration 225Q: 34 clusters Score -7.632407e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 77108 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12229 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97789 members 
Mstep: Class 11 contains 82347 members 
Mstep: Class 12 contains 36673 members 
Mstep: Class 13 contains 47339 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 134499 members 
Mstep: Class 17 contains 23750 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 19 contains 30658 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 173450 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4815 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6366 members 
Mstep: Class 32 contains 27246 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324224.000000 Penalty: 73493.570312
Iteration 226Q: 34 clusters Score -7.632422e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 77050 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12220 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97794 members 
Mstep: Class 11 contains 82333 members 
Mstep: Class 12 contains 36664 members 
Mstep: Class 13 contains 47348 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 134438 members 
Mstep: Class 17 contains 23736 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 173447 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6371 members 
Mstep: Class 32 contains 27386 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324232.000000 Penalty: 73493.570312
Iteration 227Q: 34 clusters Score -7.632423e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 4 contains 76997 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97800 members 
Mstep: Class 11 contains 82322 members 
Mstep: Class 12 contains 36656 members 
Mstep: Class 13 contains 47345 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 134390 members 
Mstep: Class 17 contains 23729 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 30660 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 173439 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6372 members 
Mstep: Class 32 contains 27521 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324112.000000 Penalty: 73493.570312
Iteration 228Q: 34 clusters Score -7.632411e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9773 members 
Mstep: Class 4 contains 76946 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12218 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97813 members 
Mstep: Class 11 contains 82311 members 
Mstep: Class 12 contains 36648 members 
Mstep: Class 13 contains 47338 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 11939 members 
Mstep: Class 16 contains 134338 members 
Mstep: Class 17 contains 23718 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 30662 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 173432 members 
Mstep: Class 23 contains 18223 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 27647 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324032.000000 Penalty: 73493.570312
Iteration 229Q: 34 clusters Score -7.632403e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9770 members 
Mstep: Class 4 contains 76909 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97827 members 
Mstep: Class 11 contains 82302 members 
Mstep: Class 12 contains 36640 members 
Mstep: Class 13 contains 47333 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 134294 members 
Mstep: Class 17 contains 23701 members 
Mstep: Class 18 contains 19485 members 
Mstep: Class 19 contains 30663 members 
Mstep: Class 20 contains 17595 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 173433 members 
Mstep: Class 23 contains 18223 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 27765 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323872.000000 Penalty: 73493.570312
Iteration 230Q: 34 clusters Score -7.632387e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 76882 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97836 members 
Mstep: Class 11 contains 82297 members 
Mstep: Class 12 contains 36634 members 
Mstep: Class 13 contains 47323 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 134255 members 
Mstep: Class 17 contains 23690 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 30665 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 22 contains 173430 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 27858 members 
Mstep: Class 33 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323872.000000 Penalty: 73493.570312
Iteration 231Q: 34 clusters Score -7.632387e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 76829 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12219 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97844 members 
Mstep: Class 11 contains 82293 members 
Mstep: Class 12 contains 36631 members 
Mstep: Class 13 contains 47321 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 11936 members 
Mstep: Class 16 contains 134207 members 
Mstep: Class 17 contains 23685 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 30667 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 173428 members 
Mstep: Class 23 contains 18221 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 27970 members 
Mstep: Class 33 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323928.000000 Penalty: 73493.570312
Iteration 232Q: 34 clusters Score -7.632393e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 76779 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12220 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97860 members 
Mstep: Class 11 contains 82287 members 
Mstep: Class 12 contains 36628 members 
Mstep: Class 13 contains 47322 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 11936 members 
Mstep: Class 16 contains 134160 members 
Mstep: Class 17 contains 23675 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 30667 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173426 members 
Mstep: Class 23 contains 18217 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 28081 members 
Mstep: Class 33 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323880.000000 Penalty: 73493.570312
Iteration 233Q: 34 clusters Score -7.632388e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 76734 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 12221 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97882 members 
Mstep: Class 11 contains 82278 members 
Mstep: Class 12 contains 36622 members 
Mstep: Class 13 contains 47326 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 11934 members 
Mstep: Class 16 contains 134098 members 
Mstep: Class 17 contains 23671 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173426 members 
Mstep: Class 23 contains 18216 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 28182 members 
Mstep: Class 33 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323944.000000 Penalty: 73493.570312
Iteration 234Q: 34 clusters Score -7.632394e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9766 members 
Mstep: Class 4 contains 76694 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97895 members 
Mstep: Class 11 contains 82274 members 
Mstep: Class 12 contains 36619 members 
Mstep: Class 13 contains 47330 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 11934 members 
Mstep: Class 16 contains 134051 members 
Mstep: Class 17 contains 23670 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173429 members 
Mstep: Class 23 contains 18214 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 28270 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324056.000000 Penalty: 73493.570312
Iteration 235Q: 34 clusters Score -7.632406e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9763 members 
Mstep: Class 4 contains 76649 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12213 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97906 members 
Mstep: Class 11 contains 82262 members 
Mstep: Class 12 contains 36613 members 
Mstep: Class 13 contains 47341 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 134018 members 
Mstep: Class 17 contains 23671 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173430 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 28353 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324056.000000 Penalty: 73493.570312
Iteration 236Q: 34 clusters Score -7.632406e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9759 members 
Mstep: Class 4 contains 76605 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12213 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97918 members 
Mstep: Class 11 contains 82250 members 
Mstep: Class 12 contains 36613 members 
Mstep: Class 13 contains 47348 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133983 members 
Mstep: Class 17 contains 23666 members 
Mstep: Class 18 contains 19466 members 
Mstep: Class 19 contains 30669 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173430 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 28437 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324096.000000 Penalty: 73493.570312
Iteration 237Q: 34 clusters Score -7.63241e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 76572 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 97931 members 
Mstep: Class 11 contains 82240 members 
Mstep: Class 12 contains 36611 members 
Mstep: Class 13 contains 47350 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133958 members 
Mstep: Class 17 contains 23664 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30667 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173427 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 28506 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324112.000000 Penalty: 73493.570312
Iteration 238Q: 34 clusters Score -7.632411e+07 nChanged 104
Entering ConstructFrom: 
Score: -76324112.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87912.414062 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -87912.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -86410.164062 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -86410.16 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -86712.554688 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -86712.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86819.148438 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -86819.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -86882.851562 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -86882.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -86939.898438 Penalty: 2283.300049
	Iteration 4Q: 3 clusters Score -86939.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -87005.843750 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -87005.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87140.281250 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -87140.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87350.265625 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -87350.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -87539.296875 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -87539.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -87630.953125 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -87630.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -87679.609375 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -87679.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87716.421875 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -87716.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87726.679688 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -87726.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87736.507812 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -87736.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87752.765625 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -87752.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87772.148438 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -87772.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -87783.000000 Penalty: 2283.300049
	Iteration 16Q: 3 clusters Score -87783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87787.820312 Penalty: 2283.300049
	Iteration 17Q: 3 clusters Score -87787.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87788.851562 Penalty: 2283.300049
	Iteration 18Q: 3 clusters Score -87788.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87788.851562 Penalty: 2283.300049
	Iteration 19F: 3 clusters Score -87788.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -93251.343750 Penalty: 1143.088013
	Iteration 0F: 2 clusters Score -93251.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91708.648438 Penalty: 2286.176025
	Iteration 0F: 3 clusters Score -91708.65 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91961.390625 Penalty: 2286.176025
	Iteration 1F: 3 clusters Score -91961.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92038.421875 Penalty: 2286.176025
	Iteration 2F: 3 clusters Score -92038.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -92086.500000 Penalty: 2286.176025
	Iteration 3Q: 3 clusters Score -92086.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -92117.179688 Penalty: 2286.176025
	Iteration 4Q: 3 clusters Score -92117.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -92146.757812 Penalty: 2286.176025
	Iteration 5Q: 3 clusters Score -92146.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -92168.820312 Penalty: 2286.176025
	Iteration 6Q: 3 clusters Score -92168.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92189.781250 Penalty: 2286.176025
	Iteration 7Q: 3 clusters Score -92189.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92213.656250 Penalty: 2286.176025
	Iteration 8Q: 3 clusters Score -92213.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92236.617188 Penalty: 2286.176025
	Iteration 9Q: 3 clusters Score -92236.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92262.414062 Penalty: 2286.176025
	Iteration 10Q: 3 clusters Score -92262.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -92277.070312 Penalty: 2286.176025
	Iteration 11Q: 3 clusters Score -92277.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -92292.546875 Penalty: 2286.176025
	Iteration 12Q: 3 clusters Score -92292.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -92304.726562 Penalty: 2286.176025
	Iteration 13Q: 3 clusters Score -92304.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -92315.976562 Penalty: 2286.176025
	Iteration 14Q: 3 clusters Score -92315.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -92323.476562 Penalty: 2286.176025
	Iteration 15Q: 3 clusters Score -92323.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92330.335938 Penalty: 2286.176025
	Iteration 16Q: 3 clusters Score -92330.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -92335.023438 Penalty: 2286.176025
	Iteration 17Q: 3 clusters Score -92335.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92336.437500 Penalty: 2286.176025
	Iteration 18Q: 3 clusters Score -92336.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92338.492188 Penalty: 2286.176025
	Iteration 19Q: 3 clusters Score -92338.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -92340.257812 Penalty: 2286.176025
	Iteration 20F: 3 clusters Score -92340.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92340.843750 Penalty: 2286.176025
	Iteration 21Q: 3 clusters Score -92340.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92341.351562 Penalty: 2286.176025
	Iteration 22Q: 3 clusters Score -92341.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92341.351562 Penalty: 2286.176025
	Iteration 23F: 3 clusters Score -92341.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -840338.562500 Penalty: 1492.616211
	Iteration 0F: 2 clusters Score -840338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -833419.375000 Penalty: 2985.232422
	Iteration 0F: 3 clusters Score -833419.4 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -835626.625000 Penalty: 2985.232422
	Iteration 1F: 3 clusters Score -835626.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -835927.250000 Penalty: 2985.232422
	Iteration 2F: 3 clusters Score -835927.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -836391.687500 Penalty: 2985.232422
	Iteration 3F: 3 clusters Score -836391.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -837196.000000 Penalty: 2985.232422
	Iteration 4F: 3 clusters Score -837196 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -838304.312500 Penalty: 2985.232422
	Iteration 5F: 3 clusters Score -838304.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -839342.437500 Penalty: 2985.232422
	Iteration 6F: 3 clusters Score -839342.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -839957.125000 Penalty: 2985.232422
	Iteration 7F: 3 clusters Score -839957.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -840291.500000 Penalty: 2985.232422
	Iteration 8Q: 3 clusters Score -840291.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -840444.625000 Penalty: 2985.232422
	Iteration 9Q: 3 clusters Score -840444.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -840518.125000 Penalty: 2985.232422
	Iteration 10Q: 3 clusters Score -840518.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -840556.437500 Penalty: 2985.232422
	Iteration 11Q: 3 clusters Score -840556.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -840580.562500 Penalty: 2985.232422
	Iteration 12Q: 3 clusters Score -840580.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -840593.937500 Penalty: 2985.232422
	Iteration 13Q: 3 clusters Score -840593.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -840602.562500 Penalty: 2985.232422
	Iteration 14Q: 3 clusters Score -840602.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -840611.375000 Penalty: 2985.232422
	Iteration 15Q: 3 clusters Score -840611.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -840620.687500 Penalty: 2985.232422
	Iteration 16Q: 3 clusters Score -840620.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -840626.750000 Penalty: 2985.232422
	Iteration 17Q: 3 clusters Score -840626.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -840631.187500 Penalty: 2985.232422
	Iteration 18Q: 3 clusters Score -840631.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -840636.875000 Penalty: 2985.232422
	Iteration 19Q: 3 clusters Score -840636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -840641.625000 Penalty: 2985.232422
	Iteration 20F: 3 clusters Score -840641.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -840646.937500 Penalty: 2985.232422
	Iteration 21Q: 3 clusters Score -840646.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -840652.062500 Penalty: 2985.232422
	Iteration 22Q: 3 clusters Score -840652.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -840655.000000 Penalty: 2985.232422
	Iteration 23Q: 3 clusters Score -840655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -840662.062500 Penalty: 2985.232422
	Iteration 24Q: 3 clusters Score -840662.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -840668.187500 Penalty: 2985.232422
	Iteration 25Q: 3 clusters Score -840668.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -840671.437500 Penalty: 2985.232422
	Iteration 26Q: 3 clusters Score -840671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -840674.000000 Penalty: 2985.232422
	Iteration 27Q: 3 clusters Score -840674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -840676.437500 Penalty: 2985.232422
	Iteration 28Q: 3 clusters Score -840676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -840677.062500 Penalty: 2985.232422
	Iteration 29Q: 3 clusters Score -840677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -840676.937500 Penalty: 2985.232422
	Iteration 30Q: 3 clusters Score -840676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -840681.500000 Penalty: 2985.232422
	Iteration 31Q: 3 clusters Score -840681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -840682.937500 Penalty: 2985.232422
	Iteration 32Q: 3 clusters Score -840682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -840683.812500 Penalty: 2985.232422
	Iteration 33Q: 3 clusters Score -840683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -840686.562500 Penalty: 2985.232422
	Iteration 34Q: 3 clusters Score -840686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -840687.812500 Penalty: 2985.232422
	Iteration 35Q: 3 clusters Score -840687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -840687.250000 Penalty: 2985.232422
	Iteration 36Q: 3 clusters Score -840687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -840687.250000 Penalty: 2985.232422
	Iteration 37F: 3 clusters Score -840687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 76542 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97943 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 36608 members 
Mstep: Class 13 contains 47358 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133928 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 28559 members 
Mstep: Class 33 contains 2609 members 
Mstep: Class 34 contains 8389 members 
Entering Unmasked Estep 
Score: -76323408.000000 Penalty: 75720.648438
Splitting cluster 3 changes total score from -76324112.000000 to -76323408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (76542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Entering Unmasked Estep 
Score: -6841258.500000 Penalty: 1827.409180
	Iteration 0F: 2 clusters Score -6841258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6790215.500000 Penalty: 3654.818359
	Iteration 0F: 3 clusters Score -6790216 nChanged 36326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -6810948.500000 Penalty: 3654.818359
	Iteration 1F: 3 clusters Score -6810948 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -6811502.500000 Penalty: 3654.818359
	Iteration 2Q: 3 clusters Score -6811502 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -6812117.500000 Penalty: 3654.818359
	Iteration 3Q: 3 clusters Score -6812118 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -6812958.500000 Penalty: 3654.818359
	Iteration 4Q: 3 clusters Score -6812958 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -6814096.500000 Penalty: 3654.818359
	Iteration 5Q: 3 clusters Score -6814096 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -6815777.500000 Penalty: 3654.818359
	Iteration 6Q: 3 clusters Score -6815778 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -6818219.500000 Penalty: 3654.818359
	Iteration 7F: 3 clusters Score -6818220 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6821424.500000 Penalty: 3654.818359
	Iteration 8F: 3 clusters Score -6821424 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6824594.000000 Penalty: 3654.818359
	Iteration 9F: 3 clusters Score -6824594 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6826958.000000 Penalty: 3654.818359
	Iteration 10F: 3 clusters Score -6826958 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6828192.500000 Penalty: 3654.818359
	Iteration 11Q: 3 clusters Score -6828192 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6829039.500000 Penalty: 3654.818359
	Iteration 12Q: 3 clusters Score -6829040 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -6829761.000000 Penalty: 3654.818359
	Iteration 13Q: 3 clusters Score -6829761 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -6830505.000000 Penalty: 3654.818359
	Iteration 14Q: 3 clusters Score -6830505 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -6831336.000000 Penalty: 3654.818359
	Iteration 15Q: 3 clusters Score -6831336 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -6832222.000000 Penalty: 3654.818359
	Iteration 16Q: 3 clusters Score -6832222 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -6833170.500000 Penalty: 3654.818359
	Iteration 17Q: 3 clusters Score -6833170 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -6834087.000000 Penalty: 3654.818359
	Iteration 18Q: 3 clusters Score -6834087 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -6834974.000000 Penalty: 3654.818359
	Iteration 19Q: 3 clusters Score -6834974 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -6835770.500000 Penalty: 3654.818359
	Iteration 20F: 3 clusters Score -6835770 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -6836383.000000 Penalty: 3654.818359
	Iteration 21Q: 3 clusters Score -6836383 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -6836999.500000 Penalty: 3654.818359
	Iteration 22Q: 3 clusters Score -6837000 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -6837551.000000 Penalty: 3654.818359
	Iteration 23Q: 3 clusters Score -6837551 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -6838039.500000 Penalty: 3654.818359
	Iteration 24Q: 3 clusters Score -6838040 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -6838419.500000 Penalty: 3654.818359
	Iteration 25Q: 3 clusters Score -6838420 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -6838691.000000 Penalty: 3654.818359
	Iteration 26Q: 3 clusters Score -6838691 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -6838960.500000 Penalty: 3654.818359
	Iteration 27Q: 3 clusters Score -6838960 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -6839130.000000 Penalty: 3654.818359
	Iteration 28Q: 3 clusters Score -6839130 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -6839284.000000 Penalty: 3654.818359
	Iteration 29Q: 3 clusters Score -6839284 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -6839353.000000 Penalty: 3654.818359
	Iteration 30Q: 3 clusters Score -6839353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -6839419.500000 Penalty: 3654.818359
	Iteration 31Q: 3 clusters Score -6839420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -6839482.500000 Penalty: 3654.818359
	Iteration 32Q: 3 clusters Score -6839482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -6839546.500000 Penalty: 3654.818359
	Iteration 33Q: 3 clusters Score -6839546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -6839577.000000 Penalty: 3654.818359
	Iteration 34Q: 3 clusters Score -6839577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -6839582.000000 Penalty: 3654.818359
	Iteration 35Q: 3 clusters Score -6839582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -6839609.000000 Penalty: 3654.818359
	Iteration 36Q: 3 clusters Score -6839609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -6839600.500000 Penalty: 3654.818359
	Iteration 37Q: 3 clusters Score -6839600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -6839599.000000 Penalty: 3654.818359
	Iteration 38Q: 3 clusters Score -6839599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -6839619.500000 Penalty: 3654.818359
	Iteration 39Q: 3 clusters Score -6839620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -6839629.000000 Penalty: 3654.818359
	Iteration 40F: 3 clusters Score -6839629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -6839627.000000 Penalty: 3654.818359
	Iteration 41Q: 3 clusters Score -6839627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -6839645.000000 Penalty: 3654.818359
	Iteration 42Q: 3 clusters Score -6839645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -6839651.000000 Penalty: 3654.818359
	Iteration 43Q: 3 clusters Score -6839651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -6839644.500000 Penalty: 3654.818359
	Iteration 44Q: 3 clusters Score -6839644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -6839656.500000 Penalty: 3654.818359
	Iteration 45Q: 3 clusters Score -6839656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -6839654.500000 Penalty: 3654.818359
	Iteration 46Q: 3 clusters Score -6839654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -6839654.000000 Penalty: 3654.818359
	Iteration 47Q: 3 clusters Score -6839654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -6839653.000000 Penalty: 3654.818359
	Iteration 48Q: 3 clusters Score -6839653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -6839653.500000 Penalty: 3654.818359
	Iteration 49Q: 3 clusters Score -6839654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -6839659.000000 Penalty: 3654.818359
	Iteration 50Q: 3 clusters Score -6839659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -6839657.000000 Penalty: 3654.818359
	Iteration 51Q: 3 clusters Score -6839657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -6839660.500000 Penalty: 3654.818359
	Iteration 52Q: 3 clusters Score -6839660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -6839671.000000 Penalty: 3654.818359
	Iteration 53Q: 3 clusters Score -6839671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -6839677.000000 Penalty: 3654.818359
	Iteration 54Q: 3 clusters Score -6839677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -6839677.500000 Penalty: 3654.818359
	Iteration 55Q: 3 clusters Score -6839678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -6839687.000000 Penalty: 3654.818359
	Iteration 56Q: 3 clusters Score -6839687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -6839693.000000 Penalty: 3654.818359
	Iteration 57Q: 3 clusters Score -6839693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -6839688.500000 Penalty: 3654.818359
	Iteration 58Q: 3 clusters Score -6839688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -6839691.000000 Penalty: 3654.818359
	Iteration 59Q: 3 clusters Score -6839691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -6839691.000000 Penalty: 3654.818359
	Iteration 60F: 3 clusters Score -6839691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -6839693.000000 Penalty: 3654.818359
	Iteration 61Q: 3 clusters Score -6839693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -6839698.500000 Penalty: 3654.818359
	Iteration 62Q: 3 clusters Score -6839698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -6839696.000000 Penalty: 3654.818359
	Iteration 63Q: 3 clusters Score -6839696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -6839691.000000 Penalty: 3654.818359
	Iteration 64Q: 3 clusters Score -6839691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -6839692.500000 Penalty: 3654.818359
	Iteration 65Q: 3 clusters Score -6839692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -6839694.500000 Penalty: 3654.818359
	Iteration 66Q: 3 clusters Score -6839694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -6839689.500000 Penalty: 3654.818359
	Iteration 67Q: 3 clusters Score -6839690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -6839688.500000 Penalty: 3654.818359
	Iteration 68Q: 3 clusters Score -6839688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -6839692.000000 Penalty: 3654.818359
	Iteration 69Q: 3 clusters Score -6839692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -6839693.500000 Penalty: 3654.818359
	Iteration 70Q: 3 clusters Score -6839694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -6839696.000000 Penalty: 3654.818359
	Iteration 71Q: 3 clusters Score -6839696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -6839696.000000 Penalty: 3654.818359
	Iteration 72Q: 3 clusters Score -6839696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -6839693.000000 Penalty: 3654.818359
	Iteration 73Q: 3 clusters Score -6839693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -6839694.500000 Penalty: 3654.818359
	Iteration 74Q: 3 clusters Score -6839694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -6839698.500000 Penalty: 3654.818359
	Iteration 75Q: 3 clusters Score -6839698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -6839702.500000 Penalty: 3654.818359
	Iteration 76Q: 3 clusters Score -6839702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -6839697.500000 Penalty: 3654.818359
	Iteration 77Q: 3 clusters Score -6839698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -6839697.500000 Penalty: 3654.818359
	Iteration 78F: 3 clusters Score -6839698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -204525.296875 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -204525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -202127.703125 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -202127.7 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -202726.687500 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -202726.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -202890.921875 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -202890.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -203026.953125 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -203027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -203210.812500 Penalty: 2543.723633
	Iteration 4F: 3 clusters Score -203210.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -203408.593750 Penalty: 2543.723633
	Iteration 5F: 3 clusters Score -203408.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -203522.890625 Penalty: 2543.723633
	Iteration 6F: 3 clusters Score -203522.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -203587.125000 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -203587.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -203636.015625 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -203636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -203671.718750 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -203671.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -203697.703125 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -203697.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -203718.390625 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -203718.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -203730.578125 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -203730.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -203737.953125 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -203738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -203745.796875 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -203745.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -203752.343750 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -203752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -203758.640625 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -203758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -203763.187500 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -203763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -203767.281250 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -203767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -203769.171875 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -203769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -203769.937500 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -203769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -203771.421875 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -203771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -203771.515625 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -203771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -203771.515625 Penalty: 2543.723633
	Iteration 23F: 3 clusters Score -203771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -108311.007812 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -108311 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 790 members 
Entering Unmasked Estep 
Score: -106542.171875 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -106542.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -107146.210938 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -107146.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -107361.523438 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -107361.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107481.835938 Penalty: 2409.931885
	Iteration 3F: 3 clusters Score -107481.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107547.101562 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -107547.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107588.812500 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -107588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107622.531250 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -107622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107637.867188 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -107637.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107653.000000 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -107653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107665.015625 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -107665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107670.140625 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -107670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107673.914062 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -107673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107677.953125 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -107678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107679.984375 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -107680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107681.125000 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -107681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107682.648438 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -107682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -107684.359375 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -107684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107688.273438 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -107688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107693.312500 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -107693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107694.812500 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -107694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107697.710938 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -107697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107701.703125 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -107701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107708.335938 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -107708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107714.664062 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -107714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107717.062500 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -107717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107720.343750 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -107720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107722.210938 Penalty: 2409.931885
	Iteration 26Q: 3 clusters Score -107722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107723.554688 Penalty: 2409.931885
	Iteration 27Q: 3 clusters Score -107723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107724.429688 Penalty: 2409.931885
	Iteration 28Q: 3 clusters Score -107724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107724.429688 Penalty: 2409.931885
	Iteration 29F: 3 clusters Score -107724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Entering Unmasked Estep 
Score: -1101286.375000 Penalty: 1529.140015
	Iteration 0F: 2 clusters Score -1101286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1092637.500000 Penalty: 3058.280029
	Iteration 0F: 3 clusters Score -1092638 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1095626.625000 Penalty: 3058.280029
	Iteration 1F: 3 clusters Score -1095627 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1095972.625000 Penalty: 3058.280029
	Iteration 2F: 3 clusters Score -1095973 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1096317.125000 Penalty: 3058.280029
	Iteration 3F: 3 clusters Score -1096317 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1096683.000000 Penalty: 3058.280029
	Iteration 4F: 3 clusters Score -1096683 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1097081.875000 Penalty: 3058.280029
	Iteration 5F: 3 clusters Score -1097082 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1097547.250000 Penalty: 3058.280029
	Iteration 6F: 3 clusters Score -1097547 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1098054.625000 Penalty: 3058.280029
	Iteration 7F: 3 clusters Score -1098055 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1098597.750000 Penalty: 3058.280029
	Iteration 8F: 3 clusters Score -1098598 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1099014.250000 Penalty: 3058.280029
	Iteration 9Q: 3 clusters Score -1099014 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1099297.875000 Penalty: 3058.280029
	Iteration 10Q: 3 clusters Score -1099298 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1099470.000000 Penalty: 3058.280029
	Iteration 11Q: 3 clusters Score -1099470 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1099563.000000 Penalty: 3058.280029
	Iteration 12Q: 3 clusters Score -1099563 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1099620.125000 Penalty: 3058.280029
	Iteration 13Q: 3 clusters Score -1099620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1099647.875000 Penalty: 3058.280029
	Iteration 14Q: 3 clusters Score -1099648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1099686.250000 Penalty: 3058.280029
	Iteration 15Q: 3 clusters Score -1099686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1099711.750000 Penalty: 3058.280029
	Iteration 16Q: 3 clusters Score -1099712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1099740.125000 Penalty: 3058.280029
	Iteration 17Q: 3 clusters Score -1099740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1099762.875000 Penalty: 3058.280029
	Iteration 18Q: 3 clusters Score -1099763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1099779.625000 Penalty: 3058.280029
	Iteration 19Q: 3 clusters Score -1099780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1099797.500000 Penalty: 3058.280029
	Iteration 20F: 3 clusters Score -1099798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1099812.125000 Penalty: 3058.280029
	Iteration 21Q: 3 clusters Score -1099812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1099831.000000 Penalty: 3058.280029
	Iteration 22Q: 3 clusters Score -1099831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1099847.375000 Penalty: 3058.280029
	Iteration 23Q: 3 clusters Score -1099847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1099863.125000 Penalty: 3058.280029
	Iteration 24Q: 3 clusters Score -1099863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1099876.375000 Penalty: 3058.280029
	Iteration 25Q: 3 clusters Score -1099876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1099890.000000 Penalty: 3058.280029
	Iteration 26Q: 3 clusters Score -1099890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1099895.625000 Penalty: 3058.280029
	Iteration 27Q: 3 clusters Score -1099896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1099901.500000 Penalty: 3058.280029
	Iteration 28Q: 3 clusters Score -1099902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1099909.000000 Penalty: 3058.280029
	Iteration 29Q: 3 clusters Score -1099909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1099914.375000 Penalty: 3058.280029
	Iteration 30Q: 3 clusters Score -1099914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1099921.375000 Penalty: 3058.280029
	Iteration 31Q: 3 clusters Score -1099921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1099923.875000 Penalty: 3058.280029
	Iteration 32Q: 3 clusters Score -1099924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1099927.250000 Penalty: 3058.280029
	Iteration 33Q: 3 clusters Score -1099927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1099930.125000 Penalty: 3058.280029
	Iteration 34Q: 3 clusters Score -1099930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1099937.125000 Penalty: 3058.280029
	Iteration 35Q: 3 clusters Score -1099937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1099940.375000 Penalty: 3058.280029
	Iteration 36Q: 3 clusters Score -1099940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1099943.875000 Penalty: 3058.280029
	Iteration 37Q: 3 clusters Score -1099944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1099945.750000 Penalty: 3058.280029
	Iteration 38Q: 3 clusters Score -1099946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1099949.500000 Penalty: 3058.280029
	Iteration 39Q: 3 clusters Score -1099950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1099953.375000 Penalty: 3058.280029
	Iteration 40F: 3 clusters Score -1099953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1099954.250000 Penalty: 3058.280029
	Iteration 41Q: 3 clusters Score -1099954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1099956.125000 Penalty: 3058.280029
	Iteration 42Q: 3 clusters Score -1099956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1099957.000000 Penalty: 3058.280029
	Iteration 43Q: 3 clusters Score -1099957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1099956.625000 Penalty: 3058.280029
	Iteration 44Q: 3 clusters Score -1099957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1099958.625000 Penalty: 3058.280029
	Iteration 45Q: 3 clusters Score -1099959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1099959.500000 Penalty: 3058.280029
	Iteration 46Q: 3 clusters Score -1099960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1099963.875000 Penalty: 3058.280029
	Iteration 47Q: 3 clusters Score -1099964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1099965.375000 Penalty: 3058.280029
	Iteration 48Q: 3 clusters Score -1099965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1099966.625000 Penalty: 3058.280029
	Iteration 49Q: 3 clusters Score -1099967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1099970.375000 Penalty: 3058.280029
	Iteration 50Q: 3 clusters Score -1099970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1099978.000000 Penalty: 3058.280029
	Iteration 51Q: 3 clusters Score -1099978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1099981.750000 Penalty: 3058.280029
	Iteration 52Q: 3 clusters Score -1099982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1099983.500000 Penalty: 3058.280029
	Iteration 53Q: 3 clusters Score -1099984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1099983.875000 Penalty: 3058.280029
	Iteration 54Q: 3 clusters Score -1099984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1099987.125000 Penalty: 3058.280029
	Iteration 55Q: 3 clusters Score -1099987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1099987.625000 Penalty: 3058.280029
	Iteration 56Q: 3 clusters Score -1099988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1099988.750000 Penalty: 3058.280029
	Iteration 57Q: 3 clusters Score -1099989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1099992.125000 Penalty: 3058.280029
	Iteration 58Q: 3 clusters Score -1099992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1099992.125000 Penalty: 3058.280029
	Iteration 59Q: 3 clusters Score -1099992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1099992.125000 Penalty: 3058.280029
	Iteration 60F: 3 clusters Score -1099992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -561870.250000 Penalty: 1431.554199
	Iteration 0F: 2 clusters Score -561870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -556805.500000 Penalty: 2863.108398
	Iteration 0F: 3 clusters Score -556805.5 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -558300.250000 Penalty: 2863.108398
	Iteration 1F: 3 clusters Score -558300.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -558593.875000 Penalty: 2863.108398
	Iteration 2F: 3 clusters Score -558593.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -558881.250000 Penalty: 2863.108398
	Iteration 3F: 3 clusters Score -558881.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -559181.125000 Penalty: 2863.108398
	Iteration 4F: 3 clusters Score -559181.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -559495.812500 Penalty: 2863.108398
	Iteration 5F: 3 clusters Score -559495.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -559772.562500 Penalty: 2863.108398
	Iteration 6F: 3 clusters Score -559772.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -559996.062500 Penalty: 2863.108398
	Iteration 7Q: 3 clusters Score -559996.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -560174.000000 Penalty: 2863.108398
	Iteration 8Q: 3 clusters Score -560174 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -560294.000000 Penalty: 2863.108398
	Iteration 9Q: 3 clusters Score -560294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -560383.250000 Penalty: 2863.108398
	Iteration 10Q: 3 clusters Score -560383.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -560447.187500 Penalty: 2863.108398
	Iteration 11Q: 3 clusters Score -560447.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -560502.437500 Penalty: 2863.108398
	Iteration 12Q: 3 clusters Score -560502.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -560553.187500 Penalty: 2863.108398
	Iteration 13Q: 3 clusters Score -560553.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -560595.625000 Penalty: 2863.108398
	Iteration 14Q: 3 clusters Score -560595.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -560633.875000 Penalty: 2863.108398
	Iteration 15Q: 3 clusters Score -560633.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -560665.812500 Penalty: 2863.108398
	Iteration 16Q: 3 clusters Score -560665.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -560694.937500 Penalty: 2863.108398
	Iteration 17Q: 3 clusters Score -560694.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -560720.562500 Penalty: 2863.108398
	Iteration 18Q: 3 clusters Score -560720.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -560742.125000 Penalty: 2863.108398
	Iteration 19Q: 3 clusters Score -560742.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -560758.125000 Penalty: 2863.108398
	Iteration 20F: 3 clusters Score -560758.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -560771.562500 Penalty: 2863.108398
	Iteration 21Q: 3 clusters Score -560771.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -560782.875000 Penalty: 2863.108398
	Iteration 22Q: 3 clusters Score -560782.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -560796.562500 Penalty: 2863.108398
	Iteration 23Q: 3 clusters Score -560796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -560804.375000 Penalty: 2863.108398
	Iteration 24Q: 3 clusters Score -560804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -560812.437500 Penalty: 2863.108398
	Iteration 25Q: 3 clusters Score -560812.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -560817.312500 Penalty: 2863.108398
	Iteration 26Q: 3 clusters Score -560817.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -560823.812500 Penalty: 2863.108398
	Iteration 27Q: 3 clusters Score -560823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -560827.437500 Penalty: 2863.108398
	Iteration 28Q: 3 clusters Score -560827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -560830.875000 Penalty: 2863.108398
	Iteration 29Q: 3 clusters Score -560830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -560832.625000 Penalty: 2863.108398
	Iteration 30Q: 3 clusters Score -560832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -560833.875000 Penalty: 2863.108398
	Iteration 31Q: 3 clusters Score -560833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -560836.375000 Penalty: 2863.108398
	Iteration 32Q: 3 clusters Score -560836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -560837.000000 Penalty: 2863.108398
	Iteration 33Q: 3 clusters Score -560837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -560838.687500 Penalty: 2863.108398
	Iteration 34Q: 3 clusters Score -560838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -560839.437500 Penalty: 2863.108398
	Iteration 35Q: 3 clusters Score -560839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -560842.562500 Penalty: 2863.108398
	Iteration 36Q: 3 clusters Score -560842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -560845.687500 Penalty: 2863.108398
	Iteration 37Q: 3 clusters Score -560845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -560847.500000 Penalty: 2863.108398
	Iteration 38Q: 3 clusters Score -560847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -560848.500000 Penalty: 2863.108398
	Iteration 39Q: 3 clusters Score -560848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -560850.625000 Penalty: 2863.108398
	Iteration 40F: 3 clusters Score -560850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -560852.312500 Penalty: 2863.108398
	Iteration 41Q: 3 clusters Score -560852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -560853.437500 Penalty: 2863.108398
	Iteration 42Q: 3 clusters Score -560853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -560855.375000 Penalty: 2863.108398
	Iteration 43Q: 3 clusters Score -560855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -560856.375000 Penalty: 2863.108398
	Iteration 44Q: 3 clusters Score -560856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -560857.000000 Penalty: 2863.108398
	Iteration 45Q: 3 clusters Score -560857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -560858.500000 Penalty: 2863.108398
	Iteration 46Q: 3 clusters Score -560858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -560859.125000 Penalty: 2863.108398
	Iteration 47Q: 3 clusters Score -560859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -560860.437500 Penalty: 2863.108398
	Iteration 48Q: 3 clusters Score -560860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -560860.875000 Penalty: 2863.108398
	Iteration 49Q: 3 clusters Score -560860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -560860.875000 Penalty: 2863.108398
	Iteration 50F: 3 clusters Score -560860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -94089.500000 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -94089.5 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 589 members 
Entering Unmasked Estep 
Score: -92511.007812 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -92511.01 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92808.757812 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -92808.76 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92913.617188 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -92913.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93009.156250 Penalty: 2306.703369
	Iteration 3F: 3 clusters Score -93009.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -93067.343750 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -93067.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93109.242188 Penalty: 2306.703369
	Iteration 5Q: 3 clusters Score -93109.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -93132.890625 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -93132.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93156.039062 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -93156.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -93170.414062 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -93170.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93185.046875 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -93185.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93202.937500 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -93202.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93213.609375 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -93213.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -93227.039062 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -93227.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93245.890625 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -93245.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93261.406250 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -93261.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93284.765625 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -93284.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93325.265625 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -93325.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93385.515625 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -93385.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93452.406250 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -93452.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93524.937500 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -93524.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93601.375000 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -93601.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -93656.492188 Penalty: 2306.703369
	Iteration 21Q: 3 clusters Score -93656.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93714.023438 Penalty: 2306.703369
	Iteration 22Q: 3 clusters Score -93714.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93777.289062 Penalty: 2306.703369
	Iteration 23Q: 3 clusters Score -93777.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93840.000000 Penalty: 2306.703369
	Iteration 24Q: 3 clusters Score -93840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93862.539062 Penalty: 2306.703369
	Iteration 25Q: 3 clusters Score -93862.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93874.906250 Penalty: 2306.703369
	Iteration 26Q: 3 clusters Score -93874.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93885.695312 Penalty: 2306.703369
	Iteration 27Q: 3 clusters Score -93885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93890.656250 Penalty: 2306.703369
	Iteration 28Q: 3 clusters Score -93890.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93890.656250 Penalty: 2306.703369
	Iteration 29F: 3 clusters Score -93890.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Entering Unmasked Estep 
Score: -8786984.000000 Penalty: 1867.472900
	Iteration 0F: 2 clusters Score -8786984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -8721644.000000 Penalty: 3734.945801
	Iteration 0F: 3 clusters Score -8721644 nChanged 46722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -8748299.000000 Penalty: 3734.945801
	Iteration 1F: 3 clusters Score -8748299 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -8748827.000000 Penalty: 3734.945801
	Iteration 2Q: 3 clusters Score -8748827 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -8749612.000000 Penalty: 3734.945801
	Iteration 3Q: 3 clusters Score -8749612 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -8750802.000000 Penalty: 3734.945801
	Iteration 4Q: 3 clusters Score -8750802 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8752308.000000 Penalty: 3734.945801
	Iteration 5Q: 3 clusters Score -8752308 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8754309.000000 Penalty: 3734.945801
	Iteration 6Q: 3 clusters Score -8754309 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8756720.000000 Penalty: 3734.945801
	Iteration 7F: 3 clusters Score -8756720 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8759020.000000 Penalty: 3734.945801
	Iteration 8F: 3 clusters Score -8759020 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8761327.000000 Penalty: 3734.945801
	Iteration 9F: 3 clusters Score -8761327 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8763687.000000 Penalty: 3734.945801
	Iteration 10Q: 3 clusters Score -8763687 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -8766211.000000 Penalty: 3734.945801
	Iteration 11Q: 3 clusters Score -8766211 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8769230.000000 Penalty: 3734.945801
	Iteration 12Q: 3 clusters Score -8769230 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -8772131.000000 Penalty: 3734.945801
	Iteration 13Q: 3 clusters Score -8772131 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8774171.000000 Penalty: 3734.945801
	Iteration 14Q: 3 clusters Score -8774171 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -8775180.000000 Penalty: 3734.945801
	Iteration 15Q: 3 clusters Score -8775180 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -8775572.000000 Penalty: 3734.945801
	Iteration 16Q: 3 clusters Score -8775572 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -8775843.000000 Penalty: 3734.945801
	Iteration 17Q: 3 clusters Score -8775843 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -8776029.000000 Penalty: 3734.945801
	Iteration 18Q: 3 clusters Score -8776029 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -8776259.000000 Penalty: 3734.945801
	Iteration 19Q: 3 clusters Score -8776259 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8776433.000000 Penalty: 3734.945801
	Iteration 20F: 3 clusters Score -8776433 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8776642.000000 Penalty: 3734.945801
	Iteration 21Q: 3 clusters Score -8776642 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -8776853.000000 Penalty: 3734.945801
	Iteration 22Q: 3 clusters Score -8776853 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8777129.000000 Penalty: 3734.945801
	Iteration 23Q: 3 clusters Score -8777129 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8777376.000000 Penalty: 3734.945801
	Iteration 24Q: 3 clusters Score -8777376 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8777711.000000 Penalty: 3734.945801
	Iteration 25Q: 3 clusters Score -8777711 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8777958.000000 Penalty: 3734.945801
	Iteration 26Q: 3 clusters Score -8777958 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8778202.000000 Penalty: 3734.945801
	Iteration 27Q: 3 clusters Score -8778202 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -8778422.000000 Penalty: 3734.945801
	Iteration 28Q: 3 clusters Score -8778422 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -8778664.000000 Penalty: 3734.945801
	Iteration 29Q: 3 clusters Score -8778664 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -8778976.000000 Penalty: 3734.945801
	Iteration 30Q: 3 clusters Score -8778976 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8779302.000000 Penalty: 3734.945801
	Iteration 31Q: 3 clusters Score -8779302 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -8779593.000000 Penalty: 3734.945801
	Iteration 32Q: 3 clusters Score -8779593 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -8780026.000000 Penalty: 3734.945801
	Iteration 33Q: 3 clusters Score -8780026 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -8780362.000000 Penalty: 3734.945801
	Iteration 34Q: 3 clusters Score -8780362 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -8780661.000000 Penalty: 3734.945801
	Iteration 35Q: 3 clusters Score -8780661 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -8781116.000000 Penalty: 3734.945801
	Iteration 36Q: 3 clusters Score -8781116 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8781528.000000 Penalty: 3734.945801
	Iteration 37Q: 3 clusters Score -8781528 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8781927.000000 Penalty: 3734.945801
	Iteration 38Q: 3 clusters Score -8781927 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -8782284.000000 Penalty: 3734.945801
	Iteration 39Q: 3 clusters Score -8782284 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -8782700.000000 Penalty: 3734.945801
	Iteration 40F: 3 clusters Score -8782700 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -8783031.000000 Penalty: 3734.945801
	Iteration 41Q: 3 clusters Score -8783031 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8783415.000000 Penalty: 3734.945801
	Iteration 42Q: 3 clusters Score -8783415 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8783780.000000 Penalty: 3734.945801
	Iteration 43Q: 3 clusters Score -8783780 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8784112.000000 Penalty: 3734.945801
	Iteration 44Q: 3 clusters Score -8784112 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8784321.000000 Penalty: 3734.945801
	Iteration 45Q: 3 clusters Score -8784321 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8784522.000000 Penalty: 3734.945801
	Iteration 46Q: 3 clusters Score -8784522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8784685.000000 Penalty: 3734.945801
	Iteration 47Q: 3 clusters Score -8784685 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8784797.000000 Penalty: 3734.945801
	Iteration 48Q: 3 clusters Score -8784797 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8784914.000000 Penalty: 3734.945801
	Iteration 49Q: 3 clusters Score -8784914 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8784982.000000 Penalty: 3734.945801
	Iteration 50Q: 3 clusters Score -8784982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8785007.000000 Penalty: 3734.945801
	Iteration 51Q: 3 clusters Score -8785007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8785047.000000 Penalty: 3734.945801
	Iteration 52Q: 3 clusters Score -8785047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8785079.000000 Penalty: 3734.945801
	Iteration 53Q: 3 clusters Score -8785079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8785108.000000 Penalty: 3734.945801
	Iteration 54Q: 3 clusters Score -8785108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8785156.000000 Penalty: 3734.945801
	Iteration 55Q: 3 clusters Score -8785156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96987 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8785166.000000 Penalty: 3734.945801
	Iteration 56Q: 3 clusters Score -8785166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8785169.000000 Penalty: 3734.945801
	Iteration 57Q: 3 clusters Score -8785169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8785190.000000 Penalty: 3734.945801
	Iteration 58Q: 3 clusters Score -8785190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8785215.000000 Penalty: 3734.945801
	Iteration 59Q: 3 clusters Score -8785215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8785244.000000 Penalty: 3734.945801
	Iteration 60F: 3 clusters Score -8785244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8785265.000000 Penalty: 3734.945801
	Iteration 61Q: 3 clusters Score -8785265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8785279.000000 Penalty: 3734.945801
	Iteration 62Q: 3 clusters Score -8785279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8785296.000000 Penalty: 3734.945801
	Iteration 63Q: 3 clusters Score -8785296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8785316.000000 Penalty: 3734.945801
	Iteration 64Q: 3 clusters Score -8785316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8785332.000000 Penalty: 3734.945801
	Iteration 65Q: 3 clusters Score -8785332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8785342.000000 Penalty: 3734.945801
	Iteration 66Q: 3 clusters Score -8785342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8785344.000000 Penalty: 3734.945801
	Iteration 67Q: 3 clusters Score -8785344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8785347.000000 Penalty: 3734.945801
	Iteration 68Q: 3 clusters Score -8785347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8785345.000000 Penalty: 3734.945801
	Iteration 69Q: 3 clusters Score -8785345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8785345.000000 Penalty: 3734.945801
	Iteration 70Q: 3 clusters Score -8785345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8785346.000000 Penalty: 3734.945801
	Iteration 71Q: 3 clusters Score -8785346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8785357.000000 Penalty: 3734.945801
	Iteration 72Q: 3 clusters Score -8785357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8785364.000000 Penalty: 3734.945801
	Iteration 73Q: 3 clusters Score -8785364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8785359.000000 Penalty: 3734.945801
	Iteration 74Q: 3 clusters Score -8785359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8785360.000000 Penalty: 3734.945801
	Iteration 75Q: 3 clusters Score -8785360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8785370.000000 Penalty: 3734.945801
	Iteration 76Q: 3 clusters Score -8785370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8785381.000000 Penalty: 3734.945801
	Iteration 77Q: 3 clusters Score -8785381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8785398.000000 Penalty: 3734.945801
	Iteration 78Q: 3 clusters Score -8785398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8785401.000000 Penalty: 3734.945801
	Iteration 79Q: 3 clusters Score -8785401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8785400.000000 Penalty: 3734.945801
	Iteration 80F: 3 clusters Score -8785400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8785400.000000 Penalty: 3734.945801
	Iteration 81Q: 3 clusters Score -8785400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8785399.000000 Penalty: 3734.945801
	Iteration 82Q: 3 clusters Score -8785399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8785399.000000 Penalty: 3734.945801
	Iteration 83F: 3 clusters Score -8785399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Entering Unmasked Estep 
Score: -7219088.000000 Penalty: 1839.072998
	Iteration 0F: 2 clusters Score -7219088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7163830.000000 Penalty: 3678.145996
	Iteration 0F: 3 clusters Score -7163830 nChanged 39194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7186298.000000 Penalty: 3678.145996
	Iteration 1F: 3 clusters Score -7186298 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -7186809.500000 Penalty: 3678.145996
	Iteration 2Q: 3 clusters Score -7186810 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7187390.500000 Penalty: 3678.145996
	Iteration 3Q: 3 clusters Score -7187390 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -7187989.000000 Penalty: 3678.145996
	Iteration 4Q: 3 clusters Score -7187989 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7188790.500000 Penalty: 3678.145996
	Iteration 5Q: 3 clusters Score -7188790 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7189843.500000 Penalty: 3678.145996
	Iteration 6Q: 3 clusters Score -7189844 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -7191018.000000 Penalty: 3678.145996
	Iteration 7Q: 3 clusters Score -7191018 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7192276.500000 Penalty: 3678.145996
	Iteration 8Q: 3 clusters Score -7192276 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7193572.500000 Penalty: 3678.145996
	Iteration 9Q: 3 clusters Score -7193572 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7194923.500000 Penalty: 3678.145996
	Iteration 10Q: 3 clusters Score -7194924 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7196010.000000 Penalty: 3678.145996
	Iteration 11Q: 3 clusters Score -7196010 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7196825.500000 Penalty: 3678.145996
	Iteration 12Q: 3 clusters Score -7196826 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7197445.500000 Penalty: 3678.145996
	Iteration 13Q: 3 clusters Score -7197446 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -7197868.500000 Penalty: 3678.145996
	Iteration 14Q: 3 clusters Score -7197868 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -7198153.500000 Penalty: 3678.145996
	Iteration 15Q: 3 clusters Score -7198154 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -7198354.000000 Penalty: 3678.145996
	Iteration 16Q: 3 clusters Score -7198354 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7198487.500000 Penalty: 3678.145996
	Iteration 17Q: 3 clusters Score -7198488 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -7198679.500000 Penalty: 3678.145996
	Iteration 18Q: 3 clusters Score -7198680 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7198849.500000 Penalty: 3678.145996
	Iteration 19Q: 3 clusters Score -7198850 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7199120.000000 Penalty: 3678.145996
	Iteration 20F: 3 clusters Score -7199120 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -7199476.500000 Penalty: 3678.145996
	Iteration 21Q: 3 clusters Score -7199476 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -7199916.500000 Penalty: 3678.145996
	Iteration 22Q: 3 clusters Score -7199916 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -7200561.000000 Penalty: 3678.145996
	Iteration 23Q: 3 clusters Score -7200561 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7201507.500000 Penalty: 3678.145996
	Iteration 24Q: 3 clusters Score -7201508 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -7202849.500000 Penalty: 3678.145996
	Iteration 25Q: 3 clusters Score -7202850 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -7204648.500000 Penalty: 3678.145996
	Iteration 26Q: 3 clusters Score -7204648 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -7206933.500000 Penalty: 3678.145996
	Iteration 27Q: 3 clusters Score -7206934 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7209402 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7211750 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7213461 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -7214613.500000 Penalty: 3678.145996
	Iteration 31Q: 3 clusters Score -7214614 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -7215396.000000 Penalty: 3678.145996
	Iteration 32Q: 3 clusters Score -7215396 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -7216001.000000 Penalty: 3678.145996
	Iteration 33Q: 3 clusters Score -7216001 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -7216453.000000 Penalty: 3678.145996
	Iteration 34Q: 3 clusters Score -7216453 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -7216772.000000 Penalty: 3678.145996
	Iteration 35Q: 3 clusters Score -7216772 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -7216984.500000 Penalty: 3678.145996
	Iteration 36Q: 3 clusters Score -7216984 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -7217153.500000 Penalty: 3678.145996
	Iteration 37Q: 3 clusters Score -7217154 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -7217288.500000 Penalty: 3678.145996
	Iteration 38Q: 3 clusters Score -7217288 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -7217376.500000 Penalty: 3678.145996
	Iteration 39Q: 3 clusters Score -7217376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -7217431.000000 Penalty: 3678.145996
	Iteration 40F: 3 clusters Score -7217431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -7217482.500000 Penalty: 3678.145996
	Iteration 41Q: 3 clusters Score -7217482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -7217503.500000 Penalty: 3678.145996
	Iteration 42Q: 3 clusters Score -7217504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -7217532.500000 Penalty: 3678.145996
	Iteration 43Q: 3 clusters Score -7217532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -7217560.000000 Penalty: 3678.145996
	Iteration 44Q: 3 clusters Score -7217560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -7217569.500000 Penalty: 3678.145996
	Iteration 45Q: 3 clusters Score -7217570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -7217582.500000 Penalty: 3678.145996
	Iteration 46Q: 3 clusters Score -7217582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -7217589.500000 Penalty: 3678.145996
	Iteration 47Q: 3 clusters Score -7217590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -7217595.500000 Penalty: 3678.145996
	Iteration 48Q: 3 clusters Score -7217596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -7217604.000000 Penalty: 3678.145996
	Iteration 49Q: 3 clusters Score -7217604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -7217604.000000 Penalty: 3678.145996
	Iteration 50Q: 3 clusters Score -7217604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -7217609.500000 Penalty: 3678.145996
	Iteration 51Q: 3 clusters Score -7217610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -7217614.000000 Penalty: 3678.145996
	Iteration 52Q: 3 clusters Score -7217614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -7217629.500000 Penalty: 3678.145996
	Iteration 53Q: 3 clusters Score -7217630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -7217637.000000 Penalty: 3678.145996
	Iteration 54Q: 3 clusters Score -7217637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -7217640.000000 Penalty: 3678.145996
	Iteration 55Q: 3 clusters Score -7217640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -7217637.000000 Penalty: 3678.145996
	Iteration 56Q: 3 clusters Score -7217637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -7217639.000000 Penalty: 3678.145996
	Iteration 57Q: 3 clusters Score -7217639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -7217634.500000 Penalty: 3678.145996
	Iteration 58Q: 3 clusters Score -7217634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -7217640.000000 Penalty: 3678.145996
	Iteration 59Q: 3 clusters Score -7217640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -7217638.500000 Penalty: 3678.145996
	Iteration 60F: 3 clusters Score -7217638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -7217638.000000 Penalty: 3678.145996
	Iteration 61Q: 3 clusters Score -7217638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -7217638.000000 Penalty: 3678.145996
	Iteration 62Q: 3 clusters Score -7217638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -7217636.000000 Penalty: 3678.145996
	Iteration 63Q: 3 clusters Score -7217636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -7217636.000000 Penalty: 3678.145996
	Iteration 64Q: 3 clusters Score -7217636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -7217641.000000 Penalty: 3678.145996
	Iteration 65Q: 3 clusters Score -7217641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -7217641.000000 Penalty: 3678.145996
	Iteration 66Q: 3 clusters Score -7217641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -7217639.000000 Penalty: 3678.145996
	Iteration 67Q: 3 clusters Score -7217639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -7217639.500000 Penalty: 3678.145996
	Iteration 68Q: 3 clusters Score -7217640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -7217639.500000 Penalty: 3678.145996
	Iteration 69Q: 3 clusters Score -7217640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -7217648.500000 Penalty: 3678.145996
	Iteration 70Q: 3 clusters Score -7217648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -7217644.000000 Penalty: 3678.145996
	Iteration 71Q: 3 clusters Score -7217644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -7217643.000000 Penalty: 3678.145996
	Iteration 72Q: 3 clusters Score -7217643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -7217642.500000 Penalty: 3678.145996
	Iteration 73Q: 3 clusters Score -7217642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7217642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -7217639.000000 Penalty: 3678.145996
	Iteration 75Q: 3 clusters Score -7217639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7217644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -7217646.000000 Penalty: 3678.145996
	Iteration 77Q: 3 clusters Score -7217646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -7217649.500000 Penalty: 3678.145996
	Iteration 78Q: 3 clusters Score -7217650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -7217651.500000 Penalty: 3678.145996
	Iteration 79Q: 3 clusters Score -7217652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -7217649.500000 Penalty: 3678.145996
	Iteration 80F: 3 clusters Score -7217650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7217652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
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	Iteration 82F: 3 clusters Score -7217652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36608 members 
Entering Unmasked Estep 
Score: -3172767.000000 Penalty: 1707.553589
	Iteration 0F: 2 clusters Score -3172767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3148246.250000 Penalty: 3415.107178
	Iteration 0F: 3 clusters Score -3148246 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3157570 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3158051.250000 Penalty: 3415.107178
	Iteration 2Q: 3 clusters Score -3158051 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3158552.250000 Penalty: 3415.107178
	Iteration 3Q: 3 clusters Score -3158552 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3159232.250000 Penalty: 3415.107178
	Iteration 4Q: 3 clusters Score -3159232 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3160196.250000 Penalty: 3415.107178
	Iteration 5Q: 3 clusters Score -3160196 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3161569.500000 Penalty: 3415.107178
	Iteration 6F: 3 clusters Score -3161570 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3163247.500000 Penalty: 3415.107178
	Iteration 7F: 3 clusters Score -3163248 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3165094.250000 Penalty: 3415.107178
	Iteration 8F: 3 clusters Score -3165094 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3166515.000000 Penalty: 3415.107178
	Iteration 9F: 3 clusters Score -3166515 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3167440.000000 Penalty: 3415.107178
	Iteration 10Q: 3 clusters Score -3167440 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3167999.750000 Penalty: 3415.107178
	Iteration 11Q: 3 clusters Score -3168000 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3168388.500000 Penalty: 3415.107178
	Iteration 12Q: 3 clusters Score -3168388 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3168682.000000 Penalty: 3415.107178
	Iteration 13Q: 3 clusters Score -3168682 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3168967.250000 Penalty: 3415.107178
	Iteration 14Q: 3 clusters Score -3168967 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3169238.000000 Penalty: 3415.107178
	Iteration 15Q: 3 clusters Score -3169238 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3169522.000000 Penalty: 3415.107178
	Iteration 16Q: 3 clusters Score -3169522 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3169776.250000 Penalty: 3415.107178
	Iteration 17Q: 3 clusters Score -3169776 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3170014.500000 Penalty: 3415.107178
	Iteration 18Q: 3 clusters Score -3170014 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3170212.250000 Penalty: 3415.107178
	Iteration 19Q: 3 clusters Score -3170212 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3170387.000000 Penalty: 3415.107178
	Iteration 20F: 3 clusters Score -3170387 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3170539.000000 Penalty: 3415.107178
	Iteration 21Q: 3 clusters Score -3170539 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3170686.000000 Penalty: 3415.107178
	Iteration 22Q: 3 clusters Score -3170686 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -3170811.000000 Penalty: 3415.107178
	Iteration 23Q: 3 clusters Score -3170811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3170905.500000 Penalty: 3415.107178
	Iteration 24Q: 3 clusters Score -3170906 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3170988.750000 Penalty: 3415.107178
	Iteration 25Q: 3 clusters Score -3170989 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3171054.250000 Penalty: 3415.107178
	Iteration 26Q: 3 clusters Score -3171054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -3171101.750000 Penalty: 3415.107178
	Iteration 27Q: 3 clusters Score -3171102 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3171148.750000 Penalty: 3415.107178
	Iteration 28Q: 3 clusters Score -3171149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3171186.250000 Penalty: 3415.107178
	Iteration 29Q: 3 clusters Score -3171186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3171220.250000 Penalty: 3415.107178
	Iteration 30Q: 3 clusters Score -3171220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -3171248.750000 Penalty: 3415.107178
	Iteration 31Q: 3 clusters Score -3171249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -3171280.750000 Penalty: 3415.107178
	Iteration 32Q: 3 clusters Score -3171281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3171297.000000 Penalty: 3415.107178
	Iteration 33Q: 3 clusters Score -3171297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3171311.500000 Penalty: 3415.107178
	Iteration 34Q: 3 clusters Score -3171312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3171326.750000 Penalty: 3415.107178
	Iteration 35Q: 3 clusters Score -3171327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3171330.250000 Penalty: 3415.107178
	Iteration 36Q: 3 clusters Score -3171330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -3171336.250000 Penalty: 3415.107178
	Iteration 37Q: 3 clusters Score -3171336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -3171346.750000 Penalty: 3415.107178
	Iteration 38Q: 3 clusters Score -3171347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -3171355.500000 Penalty: 3415.107178
	Iteration 39Q: 3 clusters Score -3171356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3171361.750000 Penalty: 3415.107178
	Iteration 40F: 3 clusters Score -3171362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3171379.250000 Penalty: 3415.107178
	Iteration 41Q: 3 clusters Score -3171379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3171382.750000 Penalty: 3415.107178
	Iteration 42Q: 3 clusters Score -3171383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3171384.750000 Penalty: 3415.107178
	Iteration 43Q: 3 clusters Score -3171385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3171392.250000 Penalty: 3415.107178
	Iteration 44Q: 3 clusters Score -3171392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3171391.000000 Penalty: 3415.107178
	Iteration 45Q: 3 clusters Score -3171391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3171388.000000 Penalty: 3415.107178
	Iteration 46Q: 3 clusters Score -3171388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3171395.250000 Penalty: 3415.107178
	Iteration 47Q: 3 clusters Score -3171395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -3171394.000000 Penalty: 3415.107178
	Iteration 48Q: 3 clusters Score -3171394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -3171395.000000 Penalty: 3415.107178
	Iteration 49Q: 3 clusters Score -3171395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3171399.250000 Penalty: 3415.107178
	Iteration 50Q: 3 clusters Score -3171399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3171397.500000 Penalty: 3415.107178
	Iteration 51Q: 3 clusters Score -3171398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3171402.250000 Penalty: 3415.107178
	Iteration 52Q: 3 clusters Score -3171402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -3171398.250000 Penalty: 3415.107178
	Iteration 53Q: 3 clusters Score -3171398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -3171401.750000 Penalty: 3415.107178
	Iteration 54Q: 3 clusters Score -3171402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -3171404.000000 Penalty: 3415.107178
	Iteration 55Q: 3 clusters Score -3171404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -3171403.000000 Penalty: 3415.107178
	Iteration 56Q: 3 clusters Score -3171403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -3171408.000000 Penalty: 3415.107178
	Iteration 57Q: 3 clusters Score -3171408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3171411.000000 Penalty: 3415.107178
	Iteration 58Q: 3 clusters Score -3171411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3171411.500000 Penalty: 3415.107178
	Iteration 59Q: 3 clusters Score -3171412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3171412.250000 Penalty: 3415.107178
	Iteration 60F: 3 clusters Score -3171412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3171415.000000 Penalty: 3415.107178
	Iteration 61Q: 3 clusters Score -3171415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3171416.750000 Penalty: 3415.107178
	Iteration 62Q: 3 clusters Score -3171417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3171414.250000 Penalty: 3415.107178
	Iteration 63Q: 3 clusters Score -3171414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3171414.250000 Penalty: 3415.107178
	Iteration 64F: 3 clusters Score -3171414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Entering Unmasked Estep 
Score: -4139027.500000 Penalty: 1749.392334
	Iteration 0F: 2 clusters Score -4139028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4107402.500000 Penalty: 3498.784668
	Iteration 0F: 3 clusters Score -4107402 nChanged 22275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4120343.750000 Penalty: 3498.784668
	Iteration 1F: 3 clusters Score -4120344 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4121541.250000 Penalty: 3498.784668
	Iteration 2F: 3 clusters Score -4121541 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4123370.250000 Penalty: 3498.784668
	Iteration 3F: 3 clusters Score -4123370 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4125859.250000 Penalty: 3498.784668
	Iteration 4F: 3 clusters Score -4125859 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4128620.500000 Penalty: 3498.784668
	Iteration 5F: 3 clusters Score -4128620 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4131179.250000 Penalty: 3498.784668
	Iteration 6F: 3 clusters Score -4131179 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4133363.500000 Penalty: 3498.784668
	Iteration 7F: 3 clusters Score -4133364 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -4134964.750000 Penalty: 3498.784668
	Iteration 8Q: 3 clusters Score -4134965 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -4136091.250000 Penalty: 3498.784668
	Iteration 9Q: 3 clusters Score -4136091 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4136862.000000 Penalty: 3498.784668
	Iteration 10Q: 3 clusters Score -4136862 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -4137273.750000 Penalty: 3498.784668
	Iteration 11Q: 3 clusters Score -4137274 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -4137487.250000 Penalty: 3498.784668
	Iteration 12Q: 3 clusters Score -4137487 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -4137625.750000 Penalty: 3498.784668
	Iteration 13Q: 3 clusters Score -4137626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -4137749.250000 Penalty: 3498.784668
	Iteration 14Q: 3 clusters Score -4137749 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -4137818.000000 Penalty: 3498.784668
	Iteration 15Q: 3 clusters Score -4137818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -4137860.250000 Penalty: 3498.784668
	Iteration 16Q: 3 clusters Score -4137860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -4137917.250000 Penalty: 3498.784668
	Iteration 17Q: 3 clusters Score -4137917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4137966.750000 Penalty: 3498.784668
	Iteration 18Q: 3 clusters Score -4137967 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -4138033.250000 Penalty: 3498.784668
	Iteration 19Q: 3 clusters Score -4138033 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -4138126.000000 Penalty: 3498.784668
	Iteration 20F: 3 clusters Score -4138126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -4138194.000000 Penalty: 3498.784668
	Iteration 21Q: 3 clusters Score -4138194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -4138259.000000 Penalty: 3498.784668
	Iteration 22Q: 3 clusters Score -4138259 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -4138323.250000 Penalty: 3498.784668
	Iteration 23Q: 3 clusters Score -4138323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -4138358.750000 Penalty: 3498.784668
	Iteration 24Q: 3 clusters Score -4138359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -4138389.000000 Penalty: 3498.784668
	Iteration 25Q: 3 clusters Score -4138389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -4138401.000000 Penalty: 3498.784668
	Iteration 26Q: 3 clusters Score -4138401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -4138414.500000 Penalty: 3498.784668
	Iteration 27Q: 3 clusters Score -4138414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -4138418.250000 Penalty: 3498.784668
	Iteration 28Q: 3 clusters Score -4138418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -4138420.000000 Penalty: 3498.784668
	Iteration 29Q: 3 clusters Score -4138420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138420.000000 Penalty: 3498.784668
	Iteration 30Q: 3 clusters Score -4138420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138420.750000 Penalty: 3498.784668
	Iteration 31Q: 3 clusters Score -4138421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138422.250000 Penalty: 3498.784668
	Iteration 32Q: 3 clusters Score -4138422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138421.250000 Penalty: 3498.784668
	Iteration 33Q: 3 clusters Score -4138421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -4138424.250000 Penalty: 3498.784668
	Iteration 34Q: 3 clusters Score -4138424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138421.750000 Penalty: 3498.784668
	Iteration 35Q: 3 clusters Score -4138422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138421.750000 Penalty: 3498.784668
	Iteration 36Q: 3 clusters Score -4138422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138420.750000 Penalty: 3498.784668
	Iteration 37Q: 3 clusters Score -4138421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4138423.000000 Penalty: 3498.784668
	Iteration 38Q: 3 clusters Score -4138423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -4138421.750000 Penalty: 3498.784668
	Iteration 39Q: 3 clusters Score -4138422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -4138424.750000 Penalty: 3498.784668
	Iteration 40F: 3 clusters Score -4138425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -4138421.250000 Penalty: 3498.784668
	Iteration 41Q: 3 clusters Score -4138421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -4138424.500000 Penalty: 3498.784668
	Iteration 42Q: 3 clusters Score -4138424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -4138425.250000 Penalty: 3498.784668
	Iteration 43Q: 3 clusters Score -4138425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -4138428.250000 Penalty: 3498.784668
	Iteration 44Q: 3 clusters Score -4138428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -4138429.750000 Penalty: 3498.784668
	Iteration 45Q: 3 clusters Score -4138430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -4138429.500000 Penalty: 3498.784668
	Iteration 46Q: 3 clusters Score -4138430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -4138429.500000 Penalty: 3498.784668
	Iteration 47F: 3 clusters Score -4138430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -544317.375000 Penalty: 1419.418335
	Iteration 0F: 2 clusters Score -544317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -539601.500000 Penalty: 2838.836670
	Iteration 0F: 3 clusters Score -539601.5 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -540969.375000 Penalty: 2838.836670
	Iteration 1F: 3 clusters Score -540969.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541213.000000 Penalty: 2838.836670
	Iteration 2F: 3 clusters Score -541213 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -541441.250000 Penalty: 2838.836670
	Iteration 3F: 3 clusters Score -541441.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -541639.187500 Penalty: 2838.836670
	Iteration 4F: 3 clusters Score -541639.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -541801.000000 Penalty: 2838.836670
	Iteration 5Q: 3 clusters Score -541801 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -541954.000000 Penalty: 2838.836670
	Iteration 6Q: 3 clusters Score -541954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -542091.437500 Penalty: 2838.836670
	Iteration 7Q: 3 clusters Score -542091.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -542198.812500 Penalty: 2838.836670
	Iteration 8Q: 3 clusters Score -542198.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -542295.875000 Penalty: 2838.836670
	Iteration 9Q: 3 clusters Score -542295.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -542382.750000 Penalty: 2838.836670
	Iteration 10Q: 3 clusters Score -542382.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -542459.187500 Penalty: 2838.836670
	Iteration 11Q: 3 clusters Score -542459.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -542512.375000 Penalty: 2838.836670
	Iteration 12Q: 3 clusters Score -542512.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -542553.312500 Penalty: 2838.836670
	Iteration 13Q: 3 clusters Score -542553.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -542600.375000 Penalty: 2838.836670
	Iteration 14Q: 3 clusters Score -542600.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -542643.937500 Penalty: 2838.836670
	Iteration 15Q: 3 clusters Score -542643.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -542682.500000 Penalty: 2838.836670
	Iteration 16Q: 3 clusters Score -542682.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -542719.250000 Penalty: 2838.836670
	Iteration 17Q: 3 clusters Score -542719.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -542753.875000 Penalty: 2838.836670
	Iteration 18Q: 3 clusters Score -542753.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -542780.812500 Penalty: 2838.836670
	Iteration 19Q: 3 clusters Score -542780.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -542812.750000 Penalty: 2838.836670
	Iteration 20F: 3 clusters Score -542812.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -542860.875000 Penalty: 2838.836670
	Iteration 21Q: 3 clusters Score -542860.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -542914.125000 Penalty: 2838.836670
	Iteration 22Q: 3 clusters Score -542914.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -542961.125000 Penalty: 2838.836670
	Iteration 23Q: 3 clusters Score -542961.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -543005.500000 Penalty: 2838.836670
	Iteration 24Q: 3 clusters Score -543005.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -543052.062500 Penalty: 2838.836670
	Iteration 25Q: 3 clusters Score -543052.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -543106.625000 Penalty: 2838.836670
	Iteration 26Q: 3 clusters Score -543106.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -543149.937500 Penalty: 2838.836670
	Iteration 27Q: 3 clusters Score -543149.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -543187.375000 Penalty: 2838.836670
	Iteration 28Q: 3 clusters Score -543187.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -543230.000000 Penalty: 2838.836670
	Iteration 29Q: 3 clusters Score -543230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -543269.437500 Penalty: 2838.836670
	Iteration 30Q: 3 clusters Score -543269.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -543323.875000 Penalty: 2838.836670
	Iteration 31Q: 3 clusters Score -543323.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -543376.562500 Penalty: 2838.836670
	Iteration 32Q: 3 clusters Score -543376.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -543423.500000 Penalty: 2838.836670
	Iteration 33Q: 3 clusters Score -543423.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -543471.312500 Penalty: 2838.836670
	Iteration 34Q: 3 clusters Score -543471.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -543514.062500 Penalty: 2838.836670
	Iteration 35Q: 3 clusters Score -543514.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -543565.750000 Penalty: 2838.836670
	Iteration 36Q: 3 clusters Score -543565.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -543607.875000 Penalty: 2838.836670
	Iteration 37Q: 3 clusters Score -543607.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -543633.437500 Penalty: 2838.836670
	Iteration 38Q: 3 clusters Score -543633.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -543651.187500 Penalty: 2838.836670
	Iteration 39Q: 3 clusters Score -543651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -543660.000000 Penalty: 2838.836670
	Iteration 40F: 3 clusters Score -543660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -543665.875000 Penalty: 2838.836670
	Iteration 41Q: 3 clusters Score -543665.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -543675.625000 Penalty: 2838.836670
	Iteration 42Q: 3 clusters Score -543675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -543685.687500 Penalty: 2838.836670
	Iteration 43Q: 3 clusters Score -543685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -543691.750000 Penalty: 2838.836670
	Iteration 44Q: 3 clusters Score -543691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -543695.312500 Penalty: 2838.836670
	Iteration 45Q: 3 clusters Score -543695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -543697.062500 Penalty: 2838.836670
	Iteration 46Q: 3 clusters Score -543697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -543697.062500 Penalty: 2838.836670
	Iteration 47Q: 3 clusters Score -543697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -543697.312500 Penalty: 2838.836670
	Iteration 48Q: 3 clusters Score -543697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -543697.312500 Penalty: 2838.836670
	Iteration 49F: 3 clusters Score -543697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Entering Unmasked Estep 
Score: -1029305.687500 Penalty: 1525.370483
	Iteration 0F: 2 clusters Score -1029306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1021008.250000 Penalty: 3050.740967
	Iteration 0F: 3 clusters Score -1021008 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1023808.937500 Penalty: 3050.740967
	Iteration 1F: 3 clusters Score -1023809 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1024172.687500 Penalty: 3050.740967
	Iteration 2F: 3 clusters Score -1024173 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1024548.875000 Penalty: 3050.740967
	Iteration 3F: 3 clusters Score -1024549 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1024908.687500 Penalty: 3050.740967
	Iteration 4F: 3 clusters Score -1024909 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1025255.062500 Penalty: 3050.740967
	Iteration 5F: 3 clusters Score -1025255 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1025543.625000 Penalty: 3050.740967
	Iteration 6Q: 3 clusters Score -1025544 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1025772.000000 Penalty: 3050.740967
	Iteration 7Q: 3 clusters Score -1025772 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1025952.125000 Penalty: 3050.740967
	Iteration 8Q: 3 clusters Score -1025952 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1026105.062500 Penalty: 3050.740967
	Iteration 9Q: 3 clusters Score -1026105 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1026265.937500 Penalty: 3050.740967
	Iteration 10Q: 3 clusters Score -1026266 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1026432.875000 Penalty: 3050.740967
	Iteration 11Q: 3 clusters Score -1026433 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1026607.875000 Penalty: 3050.740967
	Iteration 12Q: 3 clusters Score -1026608 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1026787.250000 Penalty: 3050.740967
	Iteration 13Q: 3 clusters Score -1026787 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1026943.937500 Penalty: 3050.740967
	Iteration 14Q: 3 clusters Score -1026944 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1027069.000000 Penalty: 3050.740967
	Iteration 15Q: 3 clusters Score -1027069 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1027177.500000 Penalty: 3050.740967
	Iteration 16Q: 3 clusters Score -1027178 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1027282.812500 Penalty: 3050.740967
	Iteration 17Q: 3 clusters Score -1027283 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1027395.000000 Penalty: 3050.740967
	Iteration 18Q: 3 clusters Score -1027395 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1027503.500000 Penalty: 3050.740967
	Iteration 19Q: 3 clusters Score -1027504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1027606.750000 Penalty: 3050.740967
	Iteration 20F: 3 clusters Score -1027607 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1027698.625000 Penalty: 3050.740967
	Iteration 21Q: 3 clusters Score -1027699 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1027775.500000 Penalty: 3050.740967
	Iteration 22Q: 3 clusters Score -1027776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1027834.375000 Penalty: 3050.740967
	Iteration 23Q: 3 clusters Score -1027834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1027883.562500 Penalty: 3050.740967
	Iteration 24Q: 3 clusters Score -1027884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1027935.000000 Penalty: 3050.740967
	Iteration 25Q: 3 clusters Score -1027935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1027961.000000 Penalty: 3050.740967
	Iteration 26Q: 3 clusters Score -1027961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1027984.687500 Penalty: 3050.740967
	Iteration 27Q: 3 clusters Score -1027985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1028003.500000 Penalty: 3050.740967
	Iteration 28Q: 3 clusters Score -1028004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1028015.625000 Penalty: 3050.740967
	Iteration 29Q: 3 clusters Score -1028016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1028020.812500 Penalty: 3050.740967
	Iteration 30Q: 3 clusters Score -1028021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1028028.875000 Penalty: 3050.740967
	Iteration 31Q: 3 clusters Score -1028029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1028037.750000 Penalty: 3050.740967
	Iteration 32Q: 3 clusters Score -1028038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1028047.625000 Penalty: 3050.740967
	Iteration 33Q: 3 clusters Score -1028048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1028050.500000 Penalty: 3050.740967
	Iteration 34Q: 3 clusters Score -1028050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1028057.750000 Penalty: 3050.740967
	Iteration 35Q: 3 clusters Score -1028058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1028062.437500 Penalty: 3050.740967
	Iteration 36Q: 3 clusters Score -1028062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1028065.812500 Penalty: 3050.740967
	Iteration 37Q: 3 clusters Score -1028066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1028071.062500 Penalty: 3050.740967
	Iteration 38Q: 3 clusters Score -1028071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1028072.937500 Penalty: 3050.740967
	Iteration 39Q: 3 clusters Score -1028073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1028071.937500 Penalty: 3050.740967
	Iteration 40F: 3 clusters Score -1028072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1028074.250000 Penalty: 3050.740967
	Iteration 41Q: 3 clusters Score -1028074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1028075.812500 Penalty: 3050.740967
	Iteration 42Q: 3 clusters Score -1028076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1028079.437500 Penalty: 3050.740967
	Iteration 43Q: 3 clusters Score -1028079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1028082.437500 Penalty: 3050.740967
	Iteration 44Q: 3 clusters Score -1028082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1028085.625000 Penalty: 3050.740967
	Iteration 45Q: 3 clusters Score -1028086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1028092.500000 Penalty: 3050.740967
	Iteration 46Q: 3 clusters Score -1028092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1028094.937500 Penalty: 3050.740967
	Iteration 47Q: 3 clusters Score -1028095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1028095.562500 Penalty: 3050.740967
	Iteration 48Q: 3 clusters Score -1028096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1028096.062500 Penalty: 3050.740967
	Iteration 49Q: 3 clusters Score -1028096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1028095.562500 Penalty: 3050.740967
	Iteration 50Q: 3 clusters Score -1028096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1028096.312500 Penalty: 3050.740967
	Iteration 51Q: 3 clusters Score -1028096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1028095.937500 Penalty: 3050.740967
	Iteration 52Q: 3 clusters Score -1028096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1028098.562500 Penalty: 3050.740967
	Iteration 53Q: 3 clusters Score -1028099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1028098.562500 Penalty: 3050.740967
	Iteration 54F: 3 clusters Score -1028099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Entering Unmasked Estep 
Score: -11847028.000000 Penalty: 1918.321899
	Iteration 0F: 2 clusters Score -1.184703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -11757598.000000 Penalty: 3836.643799
	Iteration 0F: 3 clusters Score -1.17576e+07 nChanged 64252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -11795784.000000 Penalty: 3836.643799
	Iteration 1F: 3 clusters Score -1.179578e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -11798001.000000 Penalty: 3836.643799
	Iteration 2Q: 3 clusters Score -1.1798e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -11802203.000000 Penalty: 3836.643799
	Iteration 3F: 3 clusters Score -1.18022e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -11809662.000000 Penalty: 3836.643799
	Iteration 4F: 3 clusters Score -1.180966e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -11821211.000000 Penalty: 3836.643799
	Iteration 5F: 3 clusters Score -1.182121e+07 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -11833457.000000 Penalty: 3836.643799
	Iteration 6F: 3 clusters Score -1.183346e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 130056 members 
Entering Unmasked Estep 
Score: -11841435.000000 Penalty: 3836.643799
	Iteration 7F: 3 clusters Score -1.184144e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 133026 members 
Entering Unmasked Estep 
Score: -11844343.000000 Penalty: 3836.643799
	Iteration 8Q: 3 clusters Score -1.184434e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133716 members 
Entering Unmasked Estep 
Score: -11845030.000000 Penalty: 3836.643799
	Iteration 9Q: 3 clusters Score -1.184503e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -11845207.000000 Penalty: 3836.643799
	Iteration 10Q: 3 clusters Score -1.184521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133830 members 
Entering Unmasked Estep 
Score: -11845262.000000 Penalty: 3836.643799
	Iteration 11Q: 3 clusters Score -1.184526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133835 members 
Entering Unmasked Estep 
Score: -11845279.000000 Penalty: 3836.643799
	Iteration 12Q: 3 clusters Score -1.184528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -11845280.000000 Penalty: 3836.643799
	Iteration 13Q: 3 clusters Score -1.184528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -11845293.000000 Penalty: 3836.643799
	Iteration 14Q: 3 clusters Score -1.184529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -11845304.000000 Penalty: 3836.643799
	Iteration 15Q: 3 clusters Score -1.18453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133841 members 
Entering Unmasked Estep 
Score: -11845305.000000 Penalty: 3836.643799
	Iteration 16Q: 3 clusters Score -1.18453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133841 members 
Entering Unmasked Estep 
Score: -11845305.000000 Penalty: 3836.643799
	Iteration 17F: 3 clusters Score -1.18453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Entering Unmasked Estep 
Score: -1855632.250000 Penalty: 1636.625366
	Iteration 0F: 2 clusters Score -1855632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1839711.250000 Penalty: 3273.250732
	Iteration 0F: 3 clusters Score -1839711 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1845533.750000 Penalty: 3273.250732
	Iteration 1F: 3 clusters Score -1845534 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1846000.375000 Penalty: 3273.250732
	Iteration 2Q: 3 clusters Score -1846000 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1846549.875000 Penalty: 3273.250732
	Iteration 3F: 3 clusters Score -1846550 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1847262.375000 Penalty: 3273.250732
	Iteration 4F: 3 clusters Score -1847262 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1848208.000000 Penalty: 3273.250732
	Iteration 5F: 3 clusters Score -1848208 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1849281.750000 Penalty: 3273.250732
	Iteration 6F: 3 clusters Score -1849282 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1850297.375000 Penalty: 3273.250732
	Iteration 7F: 3 clusters Score -1850297 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1851226.625000 Penalty: 3273.250732
	Iteration 8F: 3 clusters Score -1851227 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1851953.125000 Penalty: 3273.250732
	Iteration 9Q: 3 clusters Score -1851953 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1852530.750000 Penalty: 3273.250732
	Iteration 10Q: 3 clusters Score -1852531 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1852963.750000 Penalty: 3273.250732
	Iteration 11Q: 3 clusters Score -1852964 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1853299.875000 Penalty: 3273.250732
	Iteration 12Q: 3 clusters Score -1853300 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1853556.625000 Penalty: 3273.250732
	Iteration 13Q: 3 clusters Score -1853557 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1853744.500000 Penalty: 3273.250732
	Iteration 14Q: 3 clusters Score -1853744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1853856.875000 Penalty: 3273.250732
	Iteration 15Q: 3 clusters Score -1853857 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1853942.875000 Penalty: 3273.250732
	Iteration 16Q: 3 clusters Score -1853943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1854027.750000 Penalty: 3273.250732
	Iteration 17Q: 3 clusters Score -1854028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -1854084.750000 Penalty: 3273.250732
	Iteration 18Q: 3 clusters Score -1854085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1854122.125000 Penalty: 3273.250732
	Iteration 19Q: 3 clusters Score -1854122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1854156.250000 Penalty: 3273.250732
	Iteration 20F: 3 clusters Score -1854156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1854186.750000 Penalty: 3273.250732
	Iteration 21Q: 3 clusters Score -1854187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -1854209.625000 Penalty: 3273.250732
	Iteration 22Q: 3 clusters Score -1854210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1854224.500000 Penalty: 3273.250732
	Iteration 23Q: 3 clusters Score -1854224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1854235.500000 Penalty: 3273.250732
	Iteration 24Q: 3 clusters Score -1854236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1854246.875000 Penalty: 3273.250732
	Iteration 25Q: 3 clusters Score -1854247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1854258.000000 Penalty: 3273.250732
	Iteration 26Q: 3 clusters Score -1854258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1854265.875000 Penalty: 3273.250732
	Iteration 27Q: 3 clusters Score -1854266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1854270.375000 Penalty: 3273.250732
	Iteration 28Q: 3 clusters Score -1854270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -1854277.875000 Penalty: 3273.250732
	Iteration 29Q: 3 clusters Score -1854278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -1854280.125000 Penalty: 3273.250732
	Iteration 30Q: 3 clusters Score -1854280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -1854290.375000 Penalty: 3273.250732
	Iteration 31Q: 3 clusters Score -1854290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1854294.875000 Penalty: 3273.250732
	Iteration 32Q: 3 clusters Score -1854295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1854296.250000 Penalty: 3273.250732
	Iteration 33Q: 3 clusters Score -1854296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1854300.000000 Penalty: 3273.250732
	Iteration 34Q: 3 clusters Score -1854300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1854302.375000 Penalty: 3273.250732
	Iteration 35Q: 3 clusters Score -1854302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1854304.625000 Penalty: 3273.250732
	Iteration 36Q: 3 clusters Score -1854305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -1854307.250000 Penalty: 3273.250732
	Iteration 37Q: 3 clusters Score -1854307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -1854314.750000 Penalty: 3273.250732
	Iteration 38Q: 3 clusters Score -1854315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1854325.250000 Penalty: 3273.250732
	Iteration 39Q: 3 clusters Score -1854325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1854336.625000 Penalty: 3273.250732
	Iteration 40F: 3 clusters Score -1854337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1854341.875000 Penalty: 3273.250732
	Iteration 41Q: 3 clusters Score -1854342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -1854349.750000 Penalty: 3273.250732
	Iteration 42Q: 3 clusters Score -1854350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1854354.125000 Penalty: 3273.250732
	Iteration 43Q: 3 clusters Score -1854354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1854364.875000 Penalty: 3273.250732
	Iteration 44Q: 3 clusters Score -1854365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1854367.375000 Penalty: 3273.250732
	Iteration 45Q: 3 clusters Score -1854367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1854370.000000 Penalty: 3273.250732
	Iteration 46Q: 3 clusters Score -1854370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -1854375.375000 Penalty: 3273.250732
	Iteration 47Q: 3 clusters Score -1854375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -1854375.375000 Penalty: 3273.250732
	Iteration 48F: 3 clusters Score -1854375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Entering Unmasked Estep 
Score: -1722131.250000 Penalty: 1604.910645
	Iteration 0F: 2 clusters Score -1722131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1708845.875000 Penalty: 3209.821289
	Iteration 0F: 3 clusters Score -1708846 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1713722.000000 Penalty: 3209.821289
	Iteration 1F: 3 clusters Score -1713722 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1714027.000000 Penalty: 3209.821289
	Iteration 2Q: 3 clusters Score -1714027 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1714287.500000 Penalty: 3209.821289
	Iteration 3Q: 3 clusters Score -1714288 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9424 members 
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Mstep: Class 1 contains 10161 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10727 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10977 members 
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Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8070 members 
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1719237 nChanged 99
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Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1719245 nChanged 79
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Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1719264 nChanged 80
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Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6644 members 
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	Iteration 32Q: 3 clusters Score -1719265 nChanged 71
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Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6591 members 
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	Iteration 33Q: 3 clusters Score -1719277 nChanged 69
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Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6540 members 
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	Iteration 34Q: 3 clusters Score -1719282 nChanged 59
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Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 6489 members 
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	Iteration 35Q: 3 clusters Score -1719286 nChanged 64
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Mstep: Class 1 contains 13030 members 
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	Iteration 36Q: 3 clusters Score -1719299 nChanged 54
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Mstep: Class 1 contains 13078 members 
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	Iteration 37Q: 3 clusters Score -1719305 nChanged 58
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Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6333 members 
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	Iteration 38Q: 3 clusters Score -1719313 nChanged 63
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Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6276 members 
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	Iteration 39Q: 3 clusters Score -1719325 nChanged 69
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Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 6211 members 
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	Iteration 40F: 3 clusters Score -1719333 nChanged 70
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Mstep: Class 1 contains 13312 members 
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	Iteration 41Q: 3 clusters Score -1719343 nChanged 67
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Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 6094 members 
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	Iteration 42Q: 3 clusters Score -1719354 nChanged 60
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Mstep: Class 1 contains 13427 members 
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	Iteration 43Q: 3 clusters Score -1719360 nChanged 61
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Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 5985 members 
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	Iteration 44Q: 3 clusters Score -1719376 nChanged 65
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Mstep: Class 1 contains 13537 members 
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	Iteration 45Q: 3 clusters Score -1719388 nChanged 82
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Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5860 members 
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	Iteration 46Q: 3 clusters Score -1719402 nChanged 82
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5790 members 
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	Iteration 47Q: 3 clusters Score -1719412 nChanged 82
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Mstep: Class 1 contains 13747 members 
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	Iteration 48Q: 3 clusters Score -1719430 nChanged 69
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Mstep: Class 1 contains 13812 members 
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	Iteration 49Q: 3 clusters Score -1719437 nChanged 81
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Mstep: Class 1 contains 13887 members 
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	Iteration 50Q: 3 clusters Score -1719450 nChanged 76
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Mstep: Class 1 contains 13957 members 
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	Iteration 51Q: 3 clusters Score -1719463 nChanged 61
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Mstep: Class 1 contains 14016 members 
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	Iteration 52Q: 3 clusters Score -1719471 nChanged 56
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Mstep: Class 1 contains 14068 members 
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	Iteration 53Q: 3 clusters Score -1719475 nChanged 48
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Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5349 members 
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	Iteration 54Q: 3 clusters Score -1719478 nChanged 64
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Mstep: Class 1 contains 14180 members 
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	Iteration 55Q: 3 clusters Score -1719492 nChanged 59
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Mstep: Class 1 contains 14237 members 
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	Iteration 56Q: 3 clusters Score -1719496 nChanged 49
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	Iteration 57Q: 3 clusters Score -1719505 nChanged 48
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Mstep: Class 1 contains 14332 members 
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	Iteration 58Q: 3 clusters Score -1719514 nChanged 56
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Mstep: Class 2 contains 5077 members 
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	Iteration 59Q: 3 clusters Score -1719517 nChanged 61
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Mstep: Class 1 contains 14449 members 
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Entering Unmasked Estep 
Score: -1719531.625000 Penalty: 3209.821289
	Iteration 60F: 3 clusters Score -1719532 nChanged 65
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Mstep: Class 1 contains 14512 members 
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	Iteration 61Q: 3 clusters Score -1719542 nChanged 76
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	Iteration 62Q: 3 clusters Score -1719550 nChanged 68
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Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4809 members 
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	Iteration 63Q: 3 clusters Score -1719563 nChanged 87
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Mstep: Class 1 contains 14743 members 
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	Iteration 64Q: 3 clusters Score -1719580 nChanged 80
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Mstep: Class 1 contains 14823 members 
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	Iteration 65Q: 3 clusters Score -1719595 nChanged 99
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Mstep: Class 1 contains 14918 members 
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	Iteration 66Q: 3 clusters Score -1719626 nChanged 94
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Mstep: Class 1 contains 15008 members 
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	Iteration 67Q: 3 clusters Score -1719638 nChanged 81
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Mstep: Class 1 contains 15087 members 
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	Iteration 68Q: 3 clusters Score -1719662 nChanged 98
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Mstep: Class 1 contains 15179 members 
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	Iteration 69Q: 3 clusters Score -1719678 nChanged 88
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Mstep: Class 1 contains 15265 members 
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	Iteration 70Q: 3 clusters Score -1719695 nChanged 102
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Mstep: Class 1 contains 15365 members 
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	Iteration 71Q: 3 clusters Score -1719731 nChanged 114
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Mstep: Class 1 contains 15469 members 
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	Iteration 72Q: 3 clusters Score -1719768 nChanged 116
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Mstep: Class 1 contains 15575 members 
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	Iteration 73Q: 3 clusters Score -1719811 nChanged 119
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Mstep: Class 1 contains 15690 members 
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	Iteration 74Q: 3 clusters Score -1719847 nChanged 131
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Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3654 members 
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	Iteration 75Q: 3 clusters Score -1719914 nChanged 146
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Mstep: Class 1 contains 15945 members 
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	Iteration 76Q: 3 clusters Score -1719994 nChanged 140
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Mstep: Class 1 contains 16051 members 
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	Iteration 77Q: 3 clusters Score -1720050 nChanged 149
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Mstep: Class 1 contains 16162 members 
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	Iteration 78Q: 3 clusters Score -1720123 nChanged 141
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Mstep: Class 1 contains 16273 members 
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	Iteration 79Q: 3 clusters Score -1720204 nChanged 151
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Mstep: Class 1 contains 16380 members 
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	Iteration 80F: 3 clusters Score -1720286 nChanged 149
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Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2994 members 
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	Iteration 81Q: 3 clusters Score -1720357 nChanged 128
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Mstep: Class 1 contains 16563 members 
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	Iteration 82Q: 3 clusters Score -1720413 nChanged 115
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Mstep: Class 1 contains 16638 members 
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	Iteration 83Q: 3 clusters Score -1720448 nChanged 112
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Mstep: Class 1 contains 16710 members 
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	Iteration 84Q: 3 clusters Score -1720478 nChanged 88
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Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2697 members 
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	Iteration 85Q: 3 clusters Score -1720499 nChanged 85
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Mstep: Class 1 contains 16823 members 
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	Iteration 86Q: 3 clusters Score -1720527 nChanged 87
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Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1720551 nChanged 68
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Mstep: Class 1 contains 16936 members 
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Entering Unmasked Estep 
Score: -1720574.250000 Penalty: 3209.821289
	Iteration 88Q: 3 clusters Score -1720574 nChanged 62
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Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1720592 nChanged 50
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Mstep: Class 1 contains 17036 members 
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	Iteration 90Q: 3 clusters Score -1720608 nChanged 61
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Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2382 members 
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	Iteration 91Q: 3 clusters Score -1720620 nChanged 46
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1720628 nChanged 48
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Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1720641.000000 Penalty: 3209.821289
	Iteration 93Q: 3 clusters Score -1720641 nChanged 44
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Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1720649 nChanged 33
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Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1720659 nChanged 23
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Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1720657.750000 Penalty: 3209.821289
	Iteration 96Q: 3 clusters Score -1720658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1720666.375000 Penalty: 3209.821289
	Iteration 97Q: 3 clusters Score -1720666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1720674.625000 Penalty: 3209.821289
	Iteration 98Q: 3 clusters Score -1720675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1720675.125000 Penalty: 3209.821289
	Iteration 99Q: 3 clusters Score -1720675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1720681.875000 Penalty: 3209.821289
	Iteration 100F: 3 clusters Score -1720682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1720681.500000 Penalty: 3209.821289
	Iteration 101Q: 3 clusters Score -1720682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1720683.125000 Penalty: 3209.821289
	Iteration 102Q: 3 clusters Score -1720683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1720682.625000 Penalty: 3209.821289
	Iteration 103Q: 3 clusters Score -1720683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1720683.875000 Penalty: 3209.821289
	Iteration 104Q: 3 clusters Score -1720684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1720683.875000 Penalty: 3209.821289
	Iteration 105Q: 3 clusters Score -1720684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1720686.625000 Penalty: 3209.821289
	Iteration 106Q: 3 clusters Score -1720687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1720689.250000 Penalty: 3209.821289
	Iteration 107Q: 3 clusters Score -1720689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1720690.375000 Penalty: 3209.821289
	Iteration 108Q: 3 clusters Score -1720690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1720691.000000 Penalty: 3209.821289
	Iteration 109Q: 3 clusters Score -1720691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1720691.125000 Penalty: 3209.821289
	Iteration 110Q: 3 clusters Score -1720691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1720691.625000 Penalty: 3209.821289
	Iteration 111Q: 3 clusters Score -1720692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1720692.250000 Penalty: 3209.821289
	Iteration 112Q: 3 clusters Score -1720692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1720692.250000 Penalty: 3209.821289
	Iteration 113F: 3 clusters Score -1720692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Entering Unmasked Estep 
Score: -2687127.750000 Penalty: 1678.783325
	Iteration 0F: 2 clusters Score -2687128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2666518.250000 Penalty: 3357.566650
	Iteration 0F: 3 clusters Score -2666518 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2674270.250000 Penalty: 3357.566650
	Iteration 1F: 3 clusters Score -2674270 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2674563.250000 Penalty: 3357.566650
	Iteration 2Q: 3 clusters Score -2674563 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2674897.500000 Penalty: 3357.566650
	Iteration 3Q: 3 clusters Score -2674898 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2675383.000000 Penalty: 3357.566650
	Iteration 4Q: 3 clusters Score -2675383 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2676109.750000 Penalty: 3357.566650
	Iteration 5Q: 3 clusters Score -2676110 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2677235.000000 Penalty: 3357.566650
	Iteration 6F: 3 clusters Score -2677235 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2678931.500000 Penalty: 3357.566650
	Iteration 7F: 3 clusters Score -2678932 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2680918.500000 Penalty: 3357.566650
	Iteration 8F: 3 clusters Score -2680918 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2682843.500000 Penalty: 3357.566650
	Iteration 9F: 3 clusters Score -2682844 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2684262.750000 Penalty: 3357.566650
	Iteration 10Q: 3 clusters Score -2684263 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2684977.500000 Penalty: 3357.566650
	Iteration 11Q: 3 clusters Score -2684978 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2685297.500000 Penalty: 3357.566650
	Iteration 12Q: 3 clusters Score -2685298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2685457.500000 Penalty: 3357.566650
	Iteration 13Q: 3 clusters Score -2685458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2685551.500000 Penalty: 3357.566650
	Iteration 14Q: 3 clusters Score -2685552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2685587.000000 Penalty: 3357.566650
	Iteration 15Q: 3 clusters Score -2685587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2685601.750000 Penalty: 3357.566650
	Iteration 16Q: 3 clusters Score -2685602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2685614.250000 Penalty: 3357.566650
	Iteration 17Q: 3 clusters Score -2685614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2685630.500000 Penalty: 3357.566650
	Iteration 18Q: 3 clusters Score -2685630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2685639.000000 Penalty: 3357.566650
	Iteration 19Q: 3 clusters Score -2685639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2685646.000000 Penalty: 3357.566650
	Iteration 20F: 3 clusters Score -2685646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2685652.500000 Penalty: 3357.566650
	Iteration 21Q: 3 clusters Score -2685652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2685660.250000 Penalty: 3357.566650
	Iteration 22Q: 3 clusters Score -2685660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2685673.250000 Penalty: 3357.566650
	Iteration 23Q: 3 clusters Score -2685673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2685672.000000 Penalty: 3357.566650
	Iteration 24Q: 3 clusters Score -2685672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2685672.250000 Penalty: 3357.566650
	Iteration 25Q: 3 clusters Score -2685672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2685673.750000 Penalty: 3357.566650
	Iteration 26Q: 3 clusters Score -2685674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2685678.000000 Penalty: 3357.566650
	Iteration 27Q: 3 clusters Score -2685678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2685678.750000 Penalty: 3357.566650
	Iteration 28Q: 3 clusters Score -2685679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2685682.250000 Penalty: 3357.566650
	Iteration 29Q: 3 clusters Score -2685682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2685684.250000 Penalty: 3357.566650
	Iteration 30Q: 3 clusters Score -2685684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2685688.500000 Penalty: 3357.566650
	Iteration 31Q: 3 clusters Score -2685688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2685692.000000 Penalty: 3357.566650
	Iteration 32Q: 3 clusters Score -2685692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2685693.250000 Penalty: 3357.566650
	Iteration 33Q: 3 clusters Score -2685693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2685698.250000 Penalty: 3357.566650
	Iteration 34Q: 3 clusters Score -2685698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2685698.250000 Penalty: 3357.566650
	Iteration 35F: 3 clusters Score -2685698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Entering Unmasked Estep 
Score: -1342970.875000 Penalty: 1588.488403
	Iteration 0F: 2 clusters Score -1342971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1330989.625000 Penalty: 3176.976807
	Iteration 0F: 3 clusters Score -1330990 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1335832.375000 Penalty: 3176.976807
	Iteration 1F: 3 clusters Score -1335832 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1336909.750000 Penalty: 3176.976807
	Iteration 2F: 3 clusters Score -1336910 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1338223.125000 Penalty: 3176.976807
	Iteration 3F: 3 clusters Score -1338223 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1339638.125000 Penalty: 3176.976807
	Iteration 4F: 3 clusters Score -1339638 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1340907.625000 Penalty: 3176.976807
	Iteration 5F: 3 clusters Score -1340908 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1341728.000000 Penalty: 3176.976807
	Iteration 6F: 3 clusters Score -1341728 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1342161.625000 Penalty: 3176.976807
	Iteration 7Q: 3 clusters Score -1342162 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1342407.875000 Penalty: 3176.976807
	Iteration 8Q: 3 clusters Score -1342408 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1342552.750000 Penalty: 3176.976807
	Iteration 9Q: 3 clusters Score -1342553 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1342633.500000 Penalty: 3176.976807
	Iteration 10Q: 3 clusters Score -1342634 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1342687.375000 Penalty: 3176.976807
	Iteration 11Q: 3 clusters Score -1342687 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1342729.500000 Penalty: 3176.976807
	Iteration 12Q: 3 clusters Score -1342730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1342751.500000 Penalty: 3176.976807
	Iteration 13Q: 3 clusters Score -1342752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1342779.750000 Penalty: 3176.976807
	Iteration 14Q: 3 clusters Score -1342780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1342796.375000 Penalty: 3176.976807
	Iteration 15Q: 3 clusters Score -1342796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1342808.125000 Penalty: 3176.976807
	Iteration 16Q: 3 clusters Score -1342808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1342819.000000 Penalty: 3176.976807
	Iteration 17Q: 3 clusters Score -1342819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1342822.125000 Penalty: 3176.976807
	Iteration 18Q: 3 clusters Score -1342822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1342825.750000 Penalty: 3176.976807
	Iteration 19Q: 3 clusters Score -1342826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1342827.250000 Penalty: 3176.976807
	Iteration 20F: 3 clusters Score -1342827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1342830.000000 Penalty: 3176.976807
	Iteration 21Q: 3 clusters Score -1342830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1342833.500000 Penalty: 3176.976807
	Iteration 22Q: 3 clusters Score -1342834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1342836.500000 Penalty: 3176.976807
	Iteration 23Q: 3 clusters Score -1342836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1342837.625000 Penalty: 3176.976807
	Iteration 24Q: 3 clusters Score -1342838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1342833.875000 Penalty: 3176.976807
	Iteration 25Q: 3 clusters Score -1342834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1342837.750000 Penalty: 3176.976807
	Iteration 26Q: 3 clusters Score -1342838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1342842.250000 Penalty: 3176.976807
	Iteration 27Q: 3 clusters Score -1342842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1342839.625000 Penalty: 3176.976807
	Iteration 28Q: 3 clusters Score -1342840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1342841.375000 Penalty: 3176.976807
	Iteration 29Q: 3 clusters Score -1342841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1342841.125000 Penalty: 3176.976807
	Iteration 30Q: 3 clusters Score -1342841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1342845.375000 Penalty: 3176.976807
	Iteration 31Q: 3 clusters Score -1342845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1342845.000000 Penalty: 3176.976807
	Iteration 32Q: 3 clusters Score -1342845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1342845.750000 Penalty: 3176.976807
	Iteration 33Q: 3 clusters Score -1342846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1342846.875000 Penalty: 3176.976807
	Iteration 34Q: 3 clusters Score -1342847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1342846.875000 Penalty: 3176.976807
	Iteration 35F: 3 clusters Score -1342847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -341597.875000 Penalty: 1350.602295
	Iteration 0F: 2 clusters Score -341597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -338205.000000 Penalty: 2701.204590
	Iteration 0F: 3 clusters Score -338205 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -339150.000000 Penalty: 2701.204590
	Iteration 1F: 3 clusters Score -339150 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -339375.656250 Penalty: 2701.204590
	Iteration 2F: 3 clusters Score -339375.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -339557.937500 Penalty: 2701.204590
	Iteration 3F: 3 clusters Score -339557.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -339709.375000 Penalty: 2701.204590
	Iteration 4F: 3 clusters Score -339709.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -339841.531250 Penalty: 2701.204590
	Iteration 5Q: 3 clusters Score -339841.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -339983.500000 Penalty: 2701.204590
	Iteration 6Q: 3 clusters Score -339983.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -340120.281250 Penalty: 2701.204590
	Iteration 7Q: 3 clusters Score -340120.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -340243.281250 Penalty: 2701.204590
	Iteration 8Q: 3 clusters Score -340243.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340338.468750 Penalty: 2701.204590
	Iteration 9Q: 3 clusters Score -340338.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -340425.250000 Penalty: 2701.204590
	Iteration 10Q: 3 clusters Score -340425.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -340505.937500 Penalty: 2701.204590
	Iteration 11Q: 3 clusters Score -340505.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -340601.531250 Penalty: 2701.204590
	Iteration 12Q: 3 clusters Score -340601.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -340726.531250 Penalty: 2701.204590
	Iteration 13Q: 3 clusters Score -340726.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340829.812500 Penalty: 2701.204590
	Iteration 14Q: 3 clusters Score -340829.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340888.750000 Penalty: 2701.204590
	Iteration 15Q: 3 clusters Score -340888.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -340907.937500 Penalty: 2701.204590
	Iteration 16Q: 3 clusters Score -340907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -340915.906250 Penalty: 2701.204590
	Iteration 17Q: 3 clusters Score -340915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -340920.250000 Penalty: 2701.204590
	Iteration 18Q: 3 clusters Score -340920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -340924.343750 Penalty: 2701.204590
	Iteration 19Q: 3 clusters Score -340924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340927.906250 Penalty: 2701.204590
	Iteration 20F: 3 clusters Score -340927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340931.812500 Penalty: 2701.204590
	Iteration 21Q: 3 clusters Score -340931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -340939.343750 Penalty: 2701.204590
	Iteration 22Q: 3 clusters Score -340939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340945.062500 Penalty: 2701.204590
	Iteration 23Q: 3 clusters Score -340945.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -340955.812500 Penalty: 2701.204590
	Iteration 24Q: 3 clusters Score -340955.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -340971.000000 Penalty: 2701.204590
	Iteration 25Q: 3 clusters Score -340971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340991.968750 Penalty: 2701.204590
	Iteration 26Q: 3 clusters Score -340992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -341034.156250 Penalty: 2701.204590
	Iteration 27Q: 3 clusters Score -341034.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -341101.343750 Penalty: 2701.204590
	Iteration 28Q: 3 clusters Score -341101.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -341203.625000 Penalty: 2701.204590
	Iteration 29Q: 3 clusters Score -341203.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -341260.031250 Penalty: 2701.204590
	Iteration 30Q: 3 clusters Score -341260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341283.250000 Penalty: 2701.204590
	Iteration 31Q: 3 clusters Score -341283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -341292.031250 Penalty: 2701.204590
	Iteration 32Q: 3 clusters Score -341292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341292.937500 Penalty: 2701.204590
	Iteration 33Q: 3 clusters Score -341292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -341295.625000 Penalty: 2701.204590
	Iteration 34Q: 3 clusters Score -341295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -341298.093750 Penalty: 2701.204590
	Iteration 35Q: 3 clusters Score -341298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -341299.812500 Penalty: 2701.204590
	Iteration 36Q: 3 clusters Score -341299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -341300.687500 Penalty: 2701.204590
	Iteration 37Q: 3 clusters Score -341300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -341301.531250 Penalty: 2701.204590
	Iteration 38Q: 3 clusters Score -341301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -341302.343750 Penalty: 2701.204590
	Iteration 39F: 3 clusters Score -341302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -341301.343750 Penalty: 2701.204590
	Iteration 40F: 3 clusters Score -341301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -341302.250000 Penalty: 2701.204590
	Iteration 41Q: 3 clusters Score -341302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -341302.031250 Penalty: 2701.204590
	Iteration 42Q: 3 clusters Score -341302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -341302.031250 Penalty: 2701.204590
	Iteration 43F: 3 clusters Score -341302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Entering Unmasked Estep 
Score: -15786693.000000 Penalty: 1960.318848
	Iteration 0F: 2 clusters Score -1.578669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -15670354.000000 Penalty: 3920.637695
	Iteration 0F: 3 clusters Score -1.567035e+07 nChanged 83495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -15719808.000000 Penalty: 3920.637695
	Iteration 1F: 3 clusters Score -1.571981e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -15721400.000000 Penalty: 3920.637695
	Iteration 2Q: 3 clusters Score -1.57214e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -15724703.000000 Penalty: 3920.637695
	Iteration 3Q: 3 clusters Score -1.57247e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -15731420.000000 Penalty: 3920.637695
	Iteration 4F: 3 clusters Score -1.573142e+07 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 129218 members 
Entering Unmasked Estep 
Score: -15743321.000000 Penalty: 3920.637695
	Iteration 5F: 3 clusters Score -1.574332e+07 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -15759192.000000 Penalty: 3920.637695
	Iteration 6F: 3 clusters Score -1.575919e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 159032 members 
Entering Unmasked Estep 
Score: -15772371.000000 Penalty: 3920.637695
	Iteration 7F: 3 clusters Score -1.577237e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -15779605.000000 Penalty: 3920.637695
	Iteration 8Q: 3 clusters Score -1.57796e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -15782799.000000 Penalty: 3920.637695
	Iteration 9Q: 3 clusters Score -1.57828e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -15784036.000000 Penalty: 3920.637695
	Iteration 10Q: 3 clusters Score -1.578404e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -15784574.000000 Penalty: 3920.637695
	Iteration 11Q: 3 clusters Score -1.578457e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -15784775.000000 Penalty: 3920.637695
	Iteration 12Q: 3 clusters Score -1.578478e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -15784870.000000 Penalty: 3920.637695
	Iteration 13Q: 3 clusters Score -1.578487e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -15784935.000000 Penalty: 3920.637695
	Iteration 14Q: 3 clusters Score -1.578494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -15784954.000000 Penalty: 3920.637695
	Iteration 15Q: 3 clusters Score -1.578495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 173048 members 
Entering Unmasked Estep 
Score: -15784976.000000 Penalty: 3920.637695
	Iteration 16Q: 3 clusters Score -1.578498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 173065 members 
Entering Unmasked Estep 
Score: -15784992.000000 Penalty: 3920.637695
	Iteration 17Q: 3 clusters Score -1.578499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -15785027.000000 Penalty: 3920.637695
	Iteration 18Q: 3 clusters Score -1.578503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 173084 members 
Entering Unmasked Estep 
Score: -15785033.000000 Penalty: 3920.637695
	Iteration 19Q: 3 clusters Score -1.578503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -15785030.000000 Penalty: 3920.637695
	Iteration 20F: 3 clusters Score -1.578503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -15785029.000000 Penalty: 3920.637695
	Iteration 21Q: 3 clusters Score -1.578503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -15785042.000000 Penalty: 3920.637695
	Iteration 22Q: 3 clusters Score -1.578504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173097 members 
Entering Unmasked Estep 
Score: -15785044.000000 Penalty: 3920.637695
	Iteration 23Q: 3 clusters Score -1.578504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -15785060.000000 Penalty: 3920.637695
	Iteration 24Q: 3 clusters Score -1.578506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173110 members 
Entering Unmasked Estep 
Score: -15785065.000000 Penalty: 3920.637695
	Iteration 25Q: 3 clusters Score -1.578506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173110 members 
Entering Unmasked Estep 
Score: -15785078.000000 Penalty: 3920.637695
	Iteration 26Q: 3 clusters Score -1.578508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173110 members 
Entering Unmasked Estep 
Score: -15785078.000000 Penalty: 3920.637695
	Iteration 27Q: 3 clusters Score -1.578508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -15785070.000000 Penalty: 3920.637695
	Iteration 28Q: 3 clusters Score -1.578507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -15785076.000000 Penalty: 3920.637695
	Iteration 29Q: 3 clusters Score -1.578508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -15785075.000000 Penalty: 3920.637695
	Iteration 30Q: 3 clusters Score -1.578508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -15785083.000000 Penalty: 3920.637695
	Iteration 31Q: 3 clusters Score -1.578508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -15785090.000000 Penalty: 3920.637695
	Iteration 32Q: 3 clusters Score -1.578509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -15785094.000000 Penalty: 3920.637695
	Iteration 33Q: 3 clusters Score -1.578509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -15785098.000000 Penalty: 3920.637695
	Iteration 34Q: 3 clusters Score -1.57851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -15785098.000000 Penalty: 3920.637695
	Iteration 35F: 3 clusters Score -1.57851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Entering Unmasked Estep 
Score: -1575124.250000 Penalty: 1594.089478
	Iteration 0F: 2 clusters Score -1575124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1562679.750000 Penalty: 3188.178955
	Iteration 0F: 3 clusters Score -1562680 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1567035.000000 Penalty: 3188.178955
	Iteration 1F: 3 clusters Score -1567035 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1567395.000000 Penalty: 3188.178955
	Iteration 2F: 3 clusters Score -1567395 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1567781.875000 Penalty: 3188.178955
	Iteration 3Q: 3 clusters Score -1567782 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1568248.250000 Penalty: 3188.178955
	Iteration 4F: 3 clusters Score -1568248 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1568798.250000 Penalty: 3188.178955
	Iteration 5F: 3 clusters Score -1568798 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1569439.375000 Penalty: 3188.178955
	Iteration 6F: 3 clusters Score -1569439 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1570155.250000 Penalty: 3188.178955
	Iteration 7F: 3 clusters Score -1570155 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1570950.750000 Penalty: 3188.178955
	Iteration 8F: 3 clusters Score -1570951 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1571717.250000 Penalty: 3188.178955
	Iteration 9F: 3 clusters Score -1571717 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1572312.375000 Penalty: 3188.178955
	Iteration 10Q: 3 clusters Score -1572312 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1572763.750000 Penalty: 3188.178955
	Iteration 11Q: 3 clusters Score -1572764 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1573069.125000 Penalty: 3188.178955
	Iteration 12Q: 3 clusters Score -1573069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1573305.125000 Penalty: 3188.178955
	Iteration 13Q: 3 clusters Score -1573305 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1573477.625000 Penalty: 3188.178955
	Iteration 14Q: 3 clusters Score -1573478 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1573628.625000 Penalty: 3188.178955
	Iteration 15Q: 3 clusters Score -1573629 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1573747.875000 Penalty: 3188.178955
	Iteration 16Q: 3 clusters Score -1573748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1573858.000000 Penalty: 3188.178955
	Iteration 17Q: 3 clusters Score -1573858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1573946.000000 Penalty: 3188.178955
	Iteration 18Q: 3 clusters Score -1573946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1573998.000000 Penalty: 3188.178955
	Iteration 19Q: 3 clusters Score -1573998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1574039.000000 Penalty: 3188.178955
	Iteration 20F: 3 clusters Score -1574039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1574057.875000 Penalty: 3188.178955
	Iteration 21Q: 3 clusters Score -1574058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1574079.375000 Penalty: 3188.178955
	Iteration 22Q: 3 clusters Score -1574079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1574089.000000 Penalty: 3188.178955
	Iteration 23Q: 3 clusters Score -1574089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1574096.500000 Penalty: 3188.178955
	Iteration 24Q: 3 clusters Score -1574096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1574105.375000 Penalty: 3188.178955
	Iteration 25Q: 3 clusters Score -1574105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1574101.750000 Penalty: 3188.178955
	Iteration 26Q: 3 clusters Score -1574102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1574101.625000 Penalty: 3188.178955
	Iteration 27Q: 3 clusters Score -1574102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1574103.125000 Penalty: 3188.178955
	Iteration 28Q: 3 clusters Score -1574103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1574104.625000 Penalty: 3188.178955
	Iteration 29Q: 3 clusters Score -1574105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1574104.625000 Penalty: 3188.178955
	Iteration 30F: 3 clusters Score -1574105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Entering Unmasked Estep 
Score: -2405409.750000 Penalty: 1664.671021
	Iteration 0F: 2 clusters Score -2405410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2386543.250000 Penalty: 3329.342041
	Iteration 0F: 3 clusters Score -2386543 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2393640.000000 Penalty: 3329.342041
	Iteration 1F: 3 clusters Score -2393640 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2394006.500000 Penalty: 3329.342041
	Iteration 2Q: 3 clusters Score -2394006 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2394371.500000 Penalty: 3329.342041
	Iteration 3Q: 3 clusters Score -2394372 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2394829.500000 Penalty: 3329.342041
	Iteration 4Q: 3 clusters Score -2394830 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2395312.500000 Penalty: 3329.342041
	Iteration 5Q: 3 clusters Score -2395312 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2395915.500000 Penalty: 3329.342041
	Iteration 6Q: 3 clusters Score -2395916 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2396634.000000 Penalty: 3329.342041
	Iteration 7Q: 3 clusters Score -2396634 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2397491.750000 Penalty: 3329.342041
	Iteration 8Q: 3 clusters Score -2397492 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2398537.250000 Penalty: 3329.342041
	Iteration 9F: 3 clusters Score -2398537 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2399607.750000 Penalty: 3329.342041
	Iteration 10F: 3 clusters Score -2399608 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2400622.500000 Penalty: 3329.342041
	Iteration 11F: 3 clusters Score -2400622 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2401487.750000 Penalty: 3329.342041
	Iteration 12Q: 3 clusters Score -2401488 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2402164.500000 Penalty: 3329.342041
	Iteration 13Q: 3 clusters Score -2402164 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2402662.500000 Penalty: 3329.342041
	Iteration 14Q: 3 clusters Score -2402662 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2403035.750000 Penalty: 3329.342041
	Iteration 15Q: 3 clusters Score -2403036 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2403294.250000 Penalty: 3329.342041
	Iteration 16Q: 3 clusters Score -2403294 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2403481.500000 Penalty: 3329.342041
	Iteration 17Q: 3 clusters Score -2403482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -2403605.250000 Penalty: 3329.342041
	Iteration 18Q: 3 clusters Score -2403605 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -2403708.250000 Penalty: 3329.342041
	Iteration 19Q: 3 clusters Score -2403708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2403780.000000 Penalty: 3329.342041
	Iteration 20F: 3 clusters Score -2403780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2403813.500000 Penalty: 3329.342041
	Iteration 21Q: 3 clusters Score -2403814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2403856.000000 Penalty: 3329.342041
	Iteration 22Q: 3 clusters Score -2403856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2403889.750000 Penalty: 3329.342041
	Iteration 23Q: 3 clusters Score -2403890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2403913.750000 Penalty: 3329.342041
	Iteration 24Q: 3 clusters Score -2403914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -2403932.500000 Penalty: 3329.342041
	Iteration 25Q: 3 clusters Score -2403932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -2403941.000000 Penalty: 3329.342041
	Iteration 26Q: 3 clusters Score -2403941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2403956.000000 Penalty: 3329.342041
	Iteration 27Q: 3 clusters Score -2403956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2403967.000000 Penalty: 3329.342041
	Iteration 28Q: 3 clusters Score -2403967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2403979.000000 Penalty: 3329.342041
	Iteration 29Q: 3 clusters Score -2403979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2403985.500000 Penalty: 3329.342041
	Iteration 30Q: 3 clusters Score -2403986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2403988.750000 Penalty: 3329.342041
	Iteration 31Q: 3 clusters Score -2403989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -2403994.500000 Penalty: 3329.342041
	Iteration 32Q: 3 clusters Score -2403994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2403992.500000 Penalty: 3329.342041
	Iteration 33Q: 3 clusters Score -2403992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2403996.750000 Penalty: 3329.342041
	Iteration 34Q: 3 clusters Score -2403997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -2403999.750000 Penalty: 3329.342041
	Iteration 35Q: 3 clusters Score -2404000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2404003.000000 Penalty: 3329.342041
	Iteration 36Q: 3 clusters Score -2404003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2404003.250000 Penalty: 3329.342041
	Iteration 37Q: 3 clusters Score -2404003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2404004.750000 Penalty: 3329.342041
	Iteration 38Q: 3 clusters Score -2404005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2404009.000000 Penalty: 3329.342041
	Iteration 39Q: 3 clusters Score -2404009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2404010.750000 Penalty: 3329.342041
	Iteration 40F: 3 clusters Score -2404011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -2404014.500000 Penalty: 3329.342041
	Iteration 41Q: 3 clusters Score -2404014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2404016.750000 Penalty: 3329.342041
	Iteration 42Q: 3 clusters Score -2404017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -2404023.000000 Penalty: 3329.342041
	Iteration 43Q: 3 clusters Score -2404023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -2404023.000000 Penalty: 3329.342041
	Iteration 44Q: 3 clusters Score -2404023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2404026.000000 Penalty: 3329.342041
	Iteration 45Q: 3 clusters Score -2404026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2404028.750000 Penalty: 3329.342041
	Iteration 46Q: 3 clusters Score -2404029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2404031.250000 Penalty: 3329.342041
	Iteration 47Q: 3 clusters Score -2404031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2404035.250000 Penalty: 3329.342041
	Iteration 48Q: 3 clusters Score -2404035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -2404037.250000 Penalty: 3329.342041
	Iteration 49Q: 3 clusters Score -2404037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2404043.250000 Penalty: 3329.342041
	Iteration 50Q: 3 clusters Score -2404043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -2404046.750000 Penalty: 3329.342041
	Iteration 51Q: 3 clusters Score -2404047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2404047.500000 Penalty: 3329.342041
	Iteration 52Q: 3 clusters Score -2404048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2404045.500000 Penalty: 3329.342041
	Iteration 53Q: 3 clusters Score -2404046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2404045.500000 Penalty: 3329.342041
	Iteration 54F: 3 clusters Score -2404046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -410483.875000 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -410483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -406634.593750 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -406634.6 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -407646.781250 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -407646.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -407818.343750 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -407818.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -407957.312500 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -407957.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -408066.125000 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -408066.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -408151.187500 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -408151.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -408233.500000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -408233.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -408307.125000 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -408307.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -408393.875000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -408393.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -408459.156250 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -408459.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -408520.656250 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -408520.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -408579.062500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -408579.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -408640.000000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -408640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -408697.218750 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -408697.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -408738.500000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -408738.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -408773.750000 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -408773.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -408802.906250 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -408802.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -408828.250000 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -408828.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -408853.625000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -408853.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -408872.875000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -408872.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -408885.687500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -408885.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -408896.250000 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -408896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -408902.937500 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -408902.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -408909.843750 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -408909.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -408916.625000 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -408916.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -408922.500000 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -408922.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -408930.062500 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -408930.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -408935.687500 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -408935.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -408939.812500 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -408939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -408942.062500 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -408942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -408942.750000 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -408942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -408944.843750 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -408944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -408946.656250 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -408946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -408948.031250 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -408948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -408949.843750 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -408949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -408951.125000 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -408951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -408952.375000 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -408952.4 nChanged 6
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: -408953.875000 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -408953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -408956.437500 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -408956.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -408958.000000 Penalty: 2755.294189
	Iteration 39Q: 3 clusters Score -408958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -408958.812500 Penalty: 2755.294189
	Iteration 40F: 3 clusters Score -408958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -408959.531250 Penalty: 2755.294189
	Iteration 41Q: 3 clusters Score -408959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -408959.250000 Penalty: 2755.294189
	Iteration 42Q: 3 clusters Score -408959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -408959.375000 Penalty: 2755.294189
	Iteration 43Q: 3 clusters Score -408959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -408959.718750 Penalty: 2755.294189
	Iteration 44Q: 3 clusters Score -408959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -408959.718750 Penalty: 2755.294189
	Iteration 45F: 3 clusters Score -408959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -85802.906250 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -85802.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -84323.023438 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -84323.02 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84638.625000 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -84638.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84747.726562 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -84747.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -84831.703125 Penalty: 2278.644531
	Iteration 3F: 3 clusters Score -84831.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -84887.382812 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -84887.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -84921.117188 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -84921.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -84953.625000 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -84953.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -84983.695312 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -84983.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -85010.250000 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -85010.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -85038.953125 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -85038.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -85059.460938 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -85059.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -85071.031250 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -85071.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -85077.109375 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -85077.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85090.062500 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -85090.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85099.437500 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -85099.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -85102.843750 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -85102.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -85113.421875 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -85113.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -85119.898438 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -85119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -85121.367188 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -85121.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85122.062500 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -85122.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85122.062500 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -85122.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -86838.335938 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -86838.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85361.578125 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -85361.58 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85634.242188 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -85634.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85721.226562 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -85721.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85755.718750 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -85755.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85777.695312 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -85777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85790.031250 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -85790.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85791.843750 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -85791.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85795.921875 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -85795.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85801.148438 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -85801.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85805.640625 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -85805.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85808.156250 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -85808.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85810.140625 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -85810.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85811.062500 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -85811.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85812.656250 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -85812.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85812.656250 Penalty: 2268.826904
	Iteration 14F: 3 clusters Score -85812.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -316942.625000 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -316942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -313782.375000 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -313782.4 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -314660.375000 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -314660.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -314944.531250 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -314944.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -315257.500000 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -315257.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -315491.687500 Penalty: 2680.176025
	Iteration 4F: 3 clusters Score -315491.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -315673.406250 Penalty: 2680.176025
	Iteration 5F: 3 clusters Score -315673.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -315821.500000 Penalty: 2680.176025
	Iteration 6F: 3 clusters Score -315821.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -315945.312500 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -315945.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -316034.656250 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -316034.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -316118.750000 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -316118.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -316192.937500 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -316192.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -316270.812500 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -316270.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -316342.562500 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -316342.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -316416.187500 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -316416.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -316467.093750 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -316467.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -316501.937500 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -316501.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -316523.812500 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -316523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -316536.562500 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -316536.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -316548.500000 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -316548.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -316560.843750 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -316560.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -316572.906250 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -316572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -316581.218750 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -316581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -316591.343750 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -316591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -316598.218750 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -316598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -316602.625000 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -316602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -316603.718750 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -316603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -316605.187500 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -316605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -316605.187500 Penalty: 2680.176025
	Iteration 27F: 3 clusters Score -316605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -170671.062500 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -170671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -168543.562500 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -168543.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -169059.265625 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -169059.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -169207.250000 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -169207.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -169299.296875 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -169299.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -169366.640625 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -169366.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169429.812500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -169429.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -169482.328125 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -169482.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -169523.875000 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -169523.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -169575.828125 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -169575.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -169656.375000 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -169656.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -169722.765625 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -169722.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -169787.015625 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -169787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -169857.187500 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -169857.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -169902.921875 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -169902.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -169942.328125 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -169942.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -169969.734375 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -169969.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -169982.562500 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -169982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -169992.375000 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -169992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -170004.953125 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -170005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -170020.656250 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -170020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -170036.828125 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -170036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -170048.015625 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -170048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -170052.703125 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -170052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -170061.187500 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -170061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -170065.718750 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -170065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -170065.718750 Penalty: 2478.001221
	Iteration 25F: 3 clusters Score -170065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -52131.894531 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -52131.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50854.480469 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -50854.48 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51231.187500 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -51231.19 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51452.722656 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -51452.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -51713.800781 Penalty: 2163.853516
	Iteration 3F: 3 clusters Score -51713.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -51942.277344 Penalty: 2163.853516
	Iteration 4F: 3 clusters Score -51942.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52054.906250 Penalty: 2163.853516
	Iteration 5F: 3 clusters Score -52054.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52142.476562 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -52142.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52209.625000 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -52209.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52239.191406 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -52239.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52286.195312 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -52286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52301.683594 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -52301.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52316.070312 Penalty: 2163.853516
	Iteration 11Q: 3 clusters Score -52316.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52323.226562 Penalty: 2163.853516
	Iteration 12Q: 3 clusters Score -52323.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52349.046875 Penalty: 2163.853516
	Iteration 13Q: 3 clusters Score -52349.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52367.312500 Penalty: 2163.853516
	Iteration 14Q: 3 clusters Score -52367.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52379.093750 Penalty: 2163.853516
	Iteration 15Q: 3 clusters Score -52379.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52396.398438 Penalty: 2163.853516
	Iteration 16Q: 3 clusters Score -52396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52405.550781 Penalty: 2163.853516
	Iteration 17Q: 3 clusters Score -52405.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52415.734375 Penalty: 2163.853516
	Iteration 18Q: 3 clusters Score -52415.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -52422.230469 Penalty: 2163.853516
	Iteration 19Q: 3 clusters Score -52422.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52423.332031 Penalty: 2163.853516
	Iteration 20F: 3 clusters Score -52423.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 76542 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97943 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 36608 members 
Mstep: Class 13 contains 47358 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133928 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 28559 members 
Mstep: Class 33 contains 2609 members 
Mstep: Class 34 contains 479 members 
Entering Unmasked Estep 
Score: -76323224.000000 Penalty: 75720.648438
Splitting cluster 30 changes total score from -76324112.000000 to -76323224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -540850.125000 Penalty: 1423.599121
	Iteration 0F: 2 clusters Score -540850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -536033.437500 Penalty: 2847.198242
	Iteration 0F: 3 clusters Score -536033.4 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -537499.000000 Penalty: 2847.198242
	Iteration 1F: 3 clusters Score -537499 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -537755.250000 Penalty: 2847.198242
	Iteration 2F: 3 clusters Score -537755.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -537970.937500 Penalty: 2847.198242
	Iteration 3F: 3 clusters Score -537970.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -538146.687500 Penalty: 2847.198242
	Iteration 4F: 3 clusters Score -538146.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -538282.500000 Penalty: 2847.198242
	Iteration 5Q: 3 clusters Score -538282.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -538425.000000 Penalty: 2847.198242
	Iteration 6Q: 3 clusters Score -538425 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -538559.562500 Penalty: 2847.198242
	Iteration 7Q: 3 clusters Score -538559.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -538693.437500 Penalty: 2847.198242
	Iteration 8Q: 3 clusters Score -538693.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -538837.687500 Penalty: 2847.198242
	Iteration 9Q: 3 clusters Score -538837.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -538959.125000 Penalty: 2847.198242
	Iteration 10Q: 3 clusters Score -538959.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -539058.312500 Penalty: 2847.198242
	Iteration 11Q: 3 clusters Score -539058.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -539137.437500 Penalty: 2847.198242
	Iteration 12Q: 3 clusters Score -539137.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -539209.437500 Penalty: 2847.198242
	Iteration 13Q: 3 clusters Score -539209.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -539283.750000 Penalty: 2847.198242
	Iteration 14Q: 3 clusters Score -539283.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -539354.375000 Penalty: 2847.198242
	Iteration 15Q: 3 clusters Score -539354.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -539422.375000 Penalty: 2847.198242
	Iteration 16Q: 3 clusters Score -539422.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -539481.625000 Penalty: 2847.198242
	Iteration 17Q: 3 clusters Score -539481.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -539531.437500 Penalty: 2847.198242
	Iteration 18Q: 3 clusters Score -539531.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -539560.812500 Penalty: 2847.198242
	Iteration 19Q: 3 clusters Score -539560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -539588.250000 Penalty: 2847.198242
	Iteration 20F: 3 clusters Score -539588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -539612.750000 Penalty: 2847.198242
	Iteration 21Q: 3 clusters Score -539612.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -539629.187500 Penalty: 2847.198242
	Iteration 22Q: 3 clusters Score -539629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -539642.062500 Penalty: 2847.198242
	Iteration 23Q: 3 clusters Score -539642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -539649.750000 Penalty: 2847.198242
	Iteration 24Q: 3 clusters Score -539649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -539655.500000 Penalty: 2847.198242
	Iteration 25Q: 3 clusters Score -539655.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -539660.875000 Penalty: 2847.198242
	Iteration 26Q: 3 clusters Score -539660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -539666.187500 Penalty: 2847.198242
	Iteration 27Q: 3 clusters Score -539666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -539672.875000 Penalty: 2847.198242
	Iteration 28Q: 3 clusters Score -539672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -539675.375000 Penalty: 2847.198242
	Iteration 29Q: 3 clusters Score -539675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -539679.562500 Penalty: 2847.198242
	Iteration 30Q: 3 clusters Score -539679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -539681.062500 Penalty: 2847.198242
	Iteration 31Q: 3 clusters Score -539681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -539681.187500 Penalty: 2847.198242
	Iteration 32Q: 3 clusters Score -539681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -539682.250000 Penalty: 2847.198242
	Iteration 33Q: 3 clusters Score -539682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -539682.500000 Penalty: 2847.198242
	Iteration 34Q: 3 clusters Score -539682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -539682.375000 Penalty: 2847.198242
	Iteration 35Q: 3 clusters Score -539682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -539682.375000 Penalty: 2847.198242
	Iteration 36F: 3 clusters Score -539682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Entering Unmasked Estep 
Score: -2497907.250000 Penalty: 1667.205688
	Iteration 0F: 2 clusters Score -2497907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2478581.500000 Penalty: 3334.411377
	Iteration 0F: 3 clusters Score -2478582 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2485871.250000 Penalty: 3334.411377
	Iteration 1F: 3 clusters Score -2485871 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2486233.750000 Penalty: 3334.411377
	Iteration 2Q: 3 clusters Score -2486234 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2486570.750000 Penalty: 3334.411377
	Iteration 3Q: 3 clusters Score -2486571 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2486888.500000 Penalty: 3334.411377
	Iteration 4Q: 3 clusters Score -2486888 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2487216.750000 Penalty: 3334.411377
	Iteration 5Q: 3 clusters Score -2487217 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2487582.250000 Penalty: 3334.411377
	Iteration 6Q: 3 clusters Score -2487582 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2488025.750000 Penalty: 3334.411377
	Iteration 7Q: 3 clusters Score -2488026 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2488626.250000 Penalty: 3334.411377
	Iteration 8Q: 3 clusters Score -2488626 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2489441.500000 Penalty: 3334.411377
	Iteration 9Q: 3 clusters Score -2489442 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2490425.750000 Penalty: 3334.411377
	Iteration 10F: 3 clusters Score -2490426 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2491282.000000 Penalty: 3334.411377
	Iteration 11Q: 3 clusters Score -2491282 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2491825.250000 Penalty: 3334.411377
	Iteration 12Q: 3 clusters Score -2491825 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2492067.750000 Penalty: 3334.411377
	Iteration 13Q: 3 clusters Score -2492068 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2492218.000000 Penalty: 3334.411377
	Iteration 14Q: 3 clusters Score -2492218 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2492352.500000 Penalty: 3334.411377
	Iteration 15Q: 3 clusters Score -2492352 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2492442.500000 Penalty: 3334.411377
	Iteration 16Q: 3 clusters Score -2492442 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2492555.000000 Penalty: 3334.411377
	Iteration 17Q: 3 clusters Score -2492555 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2492673.000000 Penalty: 3334.411377
	Iteration 18Q: 3 clusters Score -2492673 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2492800.500000 Penalty: 3334.411377
	Iteration 19Q: 3 clusters Score -2492800 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2492920.500000 Penalty: 3334.411377
	Iteration 20F: 3 clusters Score -2492920 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2493030.250000 Penalty: 3334.411377
	Iteration 21Q: 3 clusters Score -2493030 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2493146.000000 Penalty: 3334.411377
	Iteration 22Q: 3 clusters Score -2493146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2493254.750000 Penalty: 3334.411377
	Iteration 23Q: 3 clusters Score -2493255 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2493356.750000 Penalty: 3334.411377
	Iteration 24Q: 3 clusters Score -2493357 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2493494.500000 Penalty: 3334.411377
	Iteration 25Q: 3 clusters Score -2493494 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2493626.500000 Penalty: 3334.411377
	Iteration 26Q: 3 clusters Score -2493626 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2493761.500000 Penalty: 3334.411377
	Iteration 27Q: 3 clusters Score -2493762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2493916.250000 Penalty: 3334.411377
	Iteration 28Q: 3 clusters Score -2493916 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2494077.250000 Penalty: 3334.411377
	Iteration 29Q: 3 clusters Score -2494077 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2494234.500000 Penalty: 3334.411377
	Iteration 30Q: 3 clusters Score -2494234 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2494410.500000 Penalty: 3334.411377
	Iteration 31Q: 3 clusters Score -2494410 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2494590.750000 Penalty: 3334.411377
	Iteration 32Q: 3 clusters Score -2494591 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2494789.500000 Penalty: 3334.411377
	Iteration 33Q: 3 clusters Score -2494790 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2494988.000000 Penalty: 3334.411377
	Iteration 34Q: 3 clusters Score -2494988 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2495180.750000 Penalty: 3334.411377
	Iteration 35Q: 3 clusters Score -2495181 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2495337.000000 Penalty: 3334.411377
	Iteration 36Q: 3 clusters Score -2495337 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2495511.000000 Penalty: 3334.411377
	Iteration 37Q: 3 clusters Score -2495511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2495667.250000 Penalty: 3334.411377
	Iteration 38Q: 3 clusters Score -2495667 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2495805.500000 Penalty: 3334.411377
	Iteration 39Q: 3 clusters Score -2495806 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2495925.250000 Penalty: 3334.411377
	Iteration 40F: 3 clusters Score -2495925 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2496011.000000 Penalty: 3334.411377
	Iteration 41Q: 3 clusters Score -2496011 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2496093.000000 Penalty: 3334.411377
	Iteration 42Q: 3 clusters Score -2496093 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2496145.250000 Penalty: 3334.411377
	Iteration 43Q: 3 clusters Score -2496145 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2496195.750000 Penalty: 3334.411377
	Iteration 44Q: 3 clusters Score -2496196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2496232.750000 Penalty: 3334.411377
	Iteration 45Q: 3 clusters Score -2496233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2496260.250000 Penalty: 3334.411377
	Iteration 46Q: 3 clusters Score -2496260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2496291.250000 Penalty: 3334.411377
	Iteration 47Q: 3 clusters Score -2496291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2496318.750000 Penalty: 3334.411377
	Iteration 48Q: 3 clusters Score -2496319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2496336.000000 Penalty: 3334.411377
	Iteration 49Q: 3 clusters Score -2496336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2496350.000000 Penalty: 3334.411377
	Iteration 50Q: 3 clusters Score -2496350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2496369.000000 Penalty: 3334.411377
	Iteration 51Q: 3 clusters Score -2496369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2496376.500000 Penalty: 3334.411377
	Iteration 52Q: 3 clusters Score -2496376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2496393.750000 Penalty: 3334.411377
	Iteration 53Q: 3 clusters Score -2496394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2496418.750000 Penalty: 3334.411377
	Iteration 54Q: 3 clusters Score -2496419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2496444.500000 Penalty: 3334.411377
	Iteration 55Q: 3 clusters Score -2496444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2496456.750000 Penalty: 3334.411377
	Iteration 56Q: 3 clusters Score -2496457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2496460.250000 Penalty: 3334.411377
	Iteration 57Q: 3 clusters Score -2496460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2496463.500000 Penalty: 3334.411377
	Iteration 58Q: 3 clusters Score -2496464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2496471.000000 Penalty: 3334.411377
	Iteration 59Q: 3 clusters Score -2496471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2496471.750000 Penalty: 3334.411377
	Iteration 60F: 3 clusters Score -2496472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2496471.750000 Penalty: 3334.411377
	Iteration 61Q: 3 clusters Score -2496472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2496490.750000 Penalty: 3334.411377
	Iteration 62Q: 3 clusters Score -2496491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2496490.000000 Penalty: 3334.411377
	Iteration 63Q: 3 clusters Score -2496490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2496496.500000 Penalty: 3334.411377
	Iteration 64Q: 3 clusters Score -2496496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2496497.250000 Penalty: 3334.411377
	Iteration 65Q: 3 clusters Score -2496497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2496507.250000 Penalty: 3334.411377
	Iteration 66Q: 3 clusters Score -2496507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2496512.500000 Penalty: 3334.411377
	Iteration 67Q: 3 clusters Score -2496512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2496515.500000 Penalty: 3334.411377
	Iteration 68Q: 3 clusters Score -2496516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2496526.000000 Penalty: 3334.411377
	Iteration 69Q: 3 clusters Score -2496526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2496523.750000 Penalty: 3334.411377
	Iteration 70Q: 3 clusters Score -2496524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2496526.000000 Penalty: 3334.411377
	Iteration 71Q: 3 clusters Score -2496526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2496527.250000 Penalty: 3334.411377
	Iteration 72Q: 3 clusters Score -2496527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2496530.000000 Penalty: 3334.411377
	Iteration 73Q: 3 clusters Score -2496530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2496531.250000 Penalty: 3334.411377
	Iteration 74Q: 3 clusters Score -2496531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2496531.250000 Penalty: 3334.411377
	Iteration 75Q: 3 clusters Score -2496531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2496530.000000 Penalty: 3334.411377
	Iteration 76Q: 3 clusters Score -2496530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2496532.750000 Penalty: 3334.411377
	Iteration 77Q: 3 clusters Score -2496533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2496532.750000 Penalty: 3334.411377
	Iteration 78F: 3 clusters Score -2496533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -198394.640625 Penalty: 1278.342285
	Iteration 0F: 2 clusters Score -198394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -195922.875000 Penalty: 2556.684570
	Iteration 0F: 3 clusters Score -195922.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -196489.734375 Penalty: 2556.684570
	Iteration 1F: 3 clusters Score -196489.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -196646.531250 Penalty: 2556.684570
	Iteration 2F: 3 clusters Score -196646.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -196748.718750 Penalty: 2556.684570
	Iteration 3F: 3 clusters Score -196748.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -196839.937500 Penalty: 2556.684570
	Iteration 4Q: 3 clusters Score -196839.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -196900.656250 Penalty: 2556.684570
	Iteration 5Q: 3 clusters Score -196900.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -196947.468750 Penalty: 2556.684570
	Iteration 6Q: 3 clusters Score -196947.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -196993.250000 Penalty: 2556.684570
	Iteration 7Q: 3 clusters Score -196993.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197030.046875 Penalty: 2556.684570
	Iteration 8Q: 3 clusters Score -197030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -197051.656250 Penalty: 2556.684570
	Iteration 9Q: 3 clusters Score -197051.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197069.875000 Penalty: 2556.684570
	Iteration 10Q: 3 clusters Score -197069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197086.453125 Penalty: 2556.684570
	Iteration 11Q: 3 clusters Score -197086.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197097.671875 Penalty: 2556.684570
	Iteration 12Q: 3 clusters Score -197097.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197109.203125 Penalty: 2556.684570
	Iteration 13Q: 3 clusters Score -197109.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197119.000000 Penalty: 2556.684570
	Iteration 14Q: 3 clusters Score -197119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197124.015625 Penalty: 2556.684570
	Iteration 15Q: 3 clusters Score -197124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -197126.781250 Penalty: 2556.684570
	Iteration 16Q: 3 clusters Score -197126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197129.218750 Penalty: 2556.684570
	Iteration 17Q: 3 clusters Score -197129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197132.296875 Penalty: 2556.684570
	Iteration 18Q: 3 clusters Score -197132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197136.140625 Penalty: 2556.684570
	Iteration 19Q: 3 clusters Score -197136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197137.593750 Penalty: 2556.684570
	Iteration 20F: 3 clusters Score -197137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -197139.265625 Penalty: 2556.684570
	Iteration 21Q: 3 clusters Score -197139.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197141.515625 Penalty: 2556.684570
	Iteration 22Q: 3 clusters Score -197141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -197141.890625 Penalty: 2556.684570
	Iteration 23Q: 3 clusters Score -197141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -197142.781250 Penalty: 2556.684570
	Iteration 24Q: 3 clusters Score -197142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -197143.625000 Penalty: 2556.684570
	Iteration 25Q: 3 clusters Score -197143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -197143.734375 Penalty: 2556.684570
	Iteration 26Q: 3 clusters Score -197143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -197144.078125 Penalty: 2556.684570
	Iteration 27Q: 3 clusters Score -197144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197144.453125 Penalty: 2556.684570
	Iteration 28Q: 3 clusters Score -197144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197144.437500 Penalty: 2556.684570
	Iteration 29Q: 3 clusters Score -197144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197144.437500 Penalty: 2556.684570
	Iteration 30F: 3 clusters Score -197144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 76542 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97943 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 36608 members 
Mstep: Class 13 contains 47358 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133928 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 28559 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323976.000000 Penalty: 73493.570312
Iteration 239Q: 34 clusters Score -7.632398e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 76519 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12209 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97952 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 36606 members 
Mstep: Class 13 contains 47365 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133907 members 
Mstep: Class 17 contains 23657 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30669 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18211 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 28604 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323944.000000 Penalty: 73493.570312
Iteration 240F: 34 clusters Score -7.632394e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 76503 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97965 members 
Mstep: Class 11 contains 82226 members 
Mstep: Class 12 contains 36603 members 
Mstep: Class 13 contains 47371 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133887 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 173424 members 
Mstep: Class 23 contains 18210 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 28644 members 
Mstep: Class 33 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323992.000000 Penalty: 73493.570312
Iteration 241Q: 34 clusters Score -7.632399e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9743 members 
Mstep: Class 4 contains 76494 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97969 members 
Mstep: Class 11 contains 82231 members 
Mstep: Class 12 contains 36598 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133874 members 
Mstep: Class 17 contains 23639 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18210 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6382 members 
Mstep: Class 32 contains 28670 members 
Mstep: Class 33 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323944.000000 Penalty: 73493.570312
Iteration 242Q: 34 clusters Score -7.632394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 76486 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97978 members 
Mstep: Class 11 contains 82236 members 
Mstep: Class 12 contains 36597 members 
Mstep: Class 13 contains 47373 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133853 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18210 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 28696 members 
Mstep: Class 33 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323936.000000 Penalty: 73493.570312
Iteration 243Q: 34 clusters Score -7.632394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 76478 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 97990 members 
Mstep: Class 11 contains 82234 members 
Mstep: Class 12 contains 36596 members 
Mstep: Class 13 contains 47378 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133829 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 173424 members 
Mstep: Class 23 contains 18209 members 
Mstep: Class 24 contains 28117 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28723 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323920.000000 Penalty: 73493.570312
Iteration 244Q: 34 clusters Score -7.632392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 76469 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98006 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 36592 members 
Mstep: Class 13 contains 47382 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133805 members 
Mstep: Class 17 contains 23627 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 4072 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18209 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 28745 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323920.000000 Penalty: 73493.570312
Iteration 245Q: 34 clusters Score -7.632392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 76462 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98018 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 36591 members 
Mstep: Class 13 contains 47389 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 133779 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 19461 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18208 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28762 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323904.000000 Penalty: 73493.570312
Iteration 246Q: 34 clusters Score -7.63239e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 76458 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98027 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 36590 members 
Mstep: Class 13 contains 47392 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11930 members 
Mstep: Class 16 contains 133761 members 
Mstep: Class 17 contains 23626 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173424 members 
Mstep: Class 23 contains 18208 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 28778 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323904.000000 Penalty: 73493.570312
Iteration 247Q: 34 clusters Score -7.63239e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 76451 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98033 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 36588 members 
Mstep: Class 13 contains 47397 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133747 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173425 members 
Mstep: Class 23 contains 18209 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 28799 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323928.000000 Penalty: 73493.570312
Iteration 248Q: 34 clusters Score -7.632393e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9736 members 
Mstep: Class 4 contains 76447 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98044 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 36587 members 
Mstep: Class 13 contains 47402 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133728 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18208 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 28814 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323984.000000 Penalty: 73493.570312
Iteration 249Q: 34 clusters Score -7.632398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9734 members 
Mstep: Class 4 contains 76442 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12203 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98051 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 36585 members 
Mstep: Class 13 contains 47412 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133712 members 
Mstep: Class 17 contains 23623 members 
Mstep: Class 18 contains 19455 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18206 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 28828 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323992.000000 Penalty: 73493.570312
Iteration 250Q: 34 clusters Score -7.632399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 76438 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98058 members 
Mstep: Class 11 contains 82227 members 
Mstep: Class 12 contains 36585 members 
Mstep: Class 13 contains 47416 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133705 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6379 members 
Mstep: Class 32 contains 28841 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323968.000000 Penalty: 73493.570312
Iteration 251Q: 34 clusters Score -7.632397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 76438 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98061 members 
Mstep: Class 11 contains 82227 members 
Mstep: Class 12 contains 36584 members 
Mstep: Class 13 contains 47418 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133698 members 
Mstep: Class 17 contains 23621 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173423 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 28850 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324000.000000 Penalty: 73493.570312
Iteration 252Q: 34 clusters Score -7.6324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76439 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98066 members 
Mstep: Class 11 contains 82228 members 
Mstep: Class 12 contains 36584 members 
Mstep: Class 13 contains 47421 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 133689 members 
Mstep: Class 17 contains 23620 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173421 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28855 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324008.000000 Penalty: 73493.570312
Iteration 253Q: 34 clusters Score -7.632401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76435 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 98070 members 
Mstep: Class 11 contains 82227 members 
Mstep: Class 12 contains 36583 members 
Mstep: Class 13 contains 47426 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133678 members 
Mstep: Class 17 contains 23618 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173419 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28869 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324024.000000 Penalty: 73493.570312
Iteration 254Q: 34 clusters Score -7.632402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76432 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98076 members 
Mstep: Class 11 contains 82226 members 
Mstep: Class 12 contains 36581 members 
Mstep: Class 13 contains 47423 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133672 members 
Mstep: Class 17 contains 23615 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173418 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28882 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324056.000000 Penalty: 73493.570312
Iteration 255Q: 34 clusters Score -7.632406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76425 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98078 members 
Mstep: Class 11 contains 82225 members 
Mstep: Class 12 contains 36581 members 
Mstep: Class 13 contains 47426 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133669 members 
Mstep: Class 17 contains 23614 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173417 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28890 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324000.000000 Penalty: 73493.570312
Iteration 256Q: 34 clusters Score -7.6324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76416 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98079 members 
Mstep: Class 11 contains 82225 members 
Mstep: Class 12 contains 36581 members 
Mstep: Class 13 contains 47433 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133662 members 
Mstep: Class 17 contains 23612 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173418 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28898 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324024.000000 Penalty: 73493.570312
Iteration 257Q: 34 clusters Score -7.632402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 76412 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98088 members 
Mstep: Class 11 contains 82221 members 
Mstep: Class 12 contains 36580 members 
Mstep: Class 13 contains 47436 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133655 members 
Mstep: Class 17 contains 23611 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173418 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28904 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323960.000000 Penalty: 73493.570312
Iteration 258Q: 34 clusters Score -7.632396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9727 members 
Mstep: Class 4 contains 76410 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98098 members 
Mstep: Class 11 contains 82219 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 47437 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133649 members 
Mstep: Class 17 contains 23610 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173416 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28911 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323928.000000 Penalty: 73493.570312
Iteration 259Q: 34 clusters Score -7.632393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 76408 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12200 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98104 members 
Mstep: Class 11 contains 82217 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 47438 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133643 members 
Mstep: Class 17 contains 23610 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173415 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28916 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323960.000000 Penalty: 73493.570312
Iteration 260F: 34 clusters Score -7.632396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 76405 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98113 members 
Mstep: Class 11 contains 82217 members 
Mstep: Class 12 contains 36578 members 
Mstep: Class 13 contains 47438 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133636 members 
Mstep: Class 17 contains 23610 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173414 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28917 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323960.000000 Penalty: 73493.570312
Iteration 261Q: 34 clusters Score -7.632396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 76404 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98119 members 
Mstep: Class 11 contains 82216 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47439 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133630 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173414 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323936.000000 Penalty: 73493.570312
Iteration 262Q: 34 clusters Score -7.632394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 76403 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98126 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47440 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133625 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173414 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28917 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323944.000000 Penalty: 73493.570312
Iteration 263Q: 34 clusters Score -7.632394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98130 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47441 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133621 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173414 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323920.000000 Penalty: 73493.570312
Iteration 264Q: 34 clusters Score -7.632392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9725 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98132 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47442 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133620 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173413 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323936.000000 Penalty: 73493.570312
Iteration 265Q: 34 clusters Score -7.632394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76401 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98134 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47445 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133617 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173413 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323912.000000 Penalty: 73493.570312
Iteration 266Q: 34 clusters Score -7.632391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47446 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133612 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323928.000000 Penalty: 73493.570312
Iteration 267Q: 34 clusters Score -7.632393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47448 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133611 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323912.000000 Penalty: 73493.570312
Iteration 268Q: 34 clusters Score -7.632391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47449 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133610 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323904.000000 Penalty: 73493.570312
Iteration 269Q: 34 clusters Score -7.63239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47453 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133606 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323928.000000 Penalty: 73493.570312
Iteration 270Q: 34 clusters Score -7.632393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76403 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82215 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47455 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133602 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323920.000000 Penalty: 73493.570312
Iteration 271Q: 34 clusters Score -7.632392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76403 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98137 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47456 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 133600 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323912.000000 Penalty: 73493.570312
Iteration 272Q: 34 clusters Score -7.632391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47456 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133599 members 
Mstep: Class 17 contains 23607 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323896.000000 Penalty: 73493.570312
Iteration 273Q: 34 clusters Score -7.63239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47457 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133598 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323912.000000 Penalty: 73493.570312
Iteration 274Q: 34 clusters Score -7.632391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76402 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133596 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323896.000000 Penalty: 73493.570312
Iteration 275Q: 34 clusters Score -7.63239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76401 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133597 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323888.000000 Penalty: 73493.570312
Iteration 276Q: 34 clusters Score -7.632389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76401 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133597 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323888.000000 Penalty: 73493.570312
Iteration 277F: 34 clusters Score -7.632389e+07 nChanged 0
Entering ConstructFrom: 
Score: -76323888.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87912.414062 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -87912.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86425.679688 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -86425.68 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86892.226562 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -86892.23 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87236.273438 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -87236.27 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -87403.500000 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -87403.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -87515.070312 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -87515.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -87556.820312 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -87556.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -87582.390625 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -87582.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -87599.664062 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -87599.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87610.015625 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -87610.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -87614.359375 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -87614.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -87621.531250 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -87621.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -87626.156250 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -87626.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -87626.945312 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -87626.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -87626.945312 Penalty: 2283.300049
	Iteration 13F: 3 clusters Score -87626.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -93251.343750 Penalty: 1143.088013
	Iteration 0F: 2 clusters Score -93251.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91691.523438 Penalty: 2286.176025
	Iteration 0F: 3 clusters Score -91691.52 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91964.015625 Penalty: 2286.176025
	Iteration 1F: 3 clusters Score -91964.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92058.328125 Penalty: 2286.176025
	Iteration 2F: 3 clusters Score -92058.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92144.601562 Penalty: 2286.176025
	Iteration 3F: 3 clusters Score -92144.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92197.054688 Penalty: 2286.176025
	Iteration 4Q: 3 clusters Score -92197.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92261.359375 Penalty: 2286.176025
	Iteration 5Q: 3 clusters Score -92261.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92345.320312 Penalty: 2286.176025
	Iteration 6Q: 3 clusters Score -92345.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92465.335938 Penalty: 2286.176025
	Iteration 7Q: 3 clusters Score -92465.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92570.273438 Penalty: 2286.176025
	Iteration 8Q: 3 clusters Score -92570.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92635.875000 Penalty: 2286.176025
	Iteration 9Q: 3 clusters Score -92635.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92686.984375 Penalty: 2286.176025
	Iteration 10Q: 3 clusters Score -92686.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92712.976562 Penalty: 2286.176025
	Iteration 11Q: 3 clusters Score -92712.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92725.929688 Penalty: 2286.176025
	Iteration 12Q: 3 clusters Score -92725.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92733.484375 Penalty: 2286.176025
	Iteration 13Q: 3 clusters Score -92733.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92742.367188 Penalty: 2286.176025
	Iteration 14Q: 3 clusters Score -92742.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92753.335938 Penalty: 2286.176025
	Iteration 15Q: 3 clusters Score -92753.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92756.960938 Penalty: 2286.176025
	Iteration 16Q: 3 clusters Score -92756.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92757.468750 Penalty: 2286.176025
	Iteration 17Q: 3 clusters Score -92757.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92759.078125 Penalty: 2286.176025
	Iteration 18Q: 3 clusters Score -92759.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92760.156250 Penalty: 2286.176025
	Iteration 19Q: 3 clusters Score -92760.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92760.156250 Penalty: 2286.176025
	Iteration 20F: 3 clusters Score -92760.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Entering Unmasked Estep 
Score: -837775.375000 Penalty: 1492.132202
	Iteration 0F: 2 clusters Score -837775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -830841.875000 Penalty: 2984.264404
	Iteration 0F: 3 clusters Score -830841.9 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -833115.937500 Penalty: 2984.264404
	Iteration 1F: 3 clusters Score -833115.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -833417.187500 Penalty: 2984.264404
	Iteration 2F: 3 clusters Score -833417.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -833836.750000 Penalty: 2984.264404
	Iteration 3F: 3 clusters Score -833836.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -834659.000000 Penalty: 2984.264404
	Iteration 4F: 3 clusters Score -834659 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -835750.000000 Penalty: 2984.264404
	Iteration 5F: 3 clusters Score -835750 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -836734.062500 Penalty: 2984.264404
	Iteration 6F: 3 clusters Score -836734.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -837332.187500 Penalty: 2984.264404
	Iteration 7F: 3 clusters Score -837332.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -837635.312500 Penalty: 2984.264404
	Iteration 8Q: 3 clusters Score -837635.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -837809.312500 Penalty: 2984.264404
	Iteration 9Q: 3 clusters Score -837809.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -837890.687500 Penalty: 2984.264404
	Iteration 10Q: 3 clusters Score -837890.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -837940.250000 Penalty: 2984.264404
	Iteration 11Q: 3 clusters Score -837940.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -837977.250000 Penalty: 2984.264404
	Iteration 12Q: 3 clusters Score -837977.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -838003.000000 Penalty: 2984.264404
	Iteration 13Q: 3 clusters Score -838003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -838019.812500 Penalty: 2984.264404
	Iteration 14Q: 3 clusters Score -838019.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -838033.500000 Penalty: 2984.264404
	Iteration 15Q: 3 clusters Score -838033.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -838045.750000 Penalty: 2984.264404
	Iteration 16Q: 3 clusters Score -838045.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -838054.375000 Penalty: 2984.264404
	Iteration 17Q: 3 clusters Score -838054.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -838062.187500 Penalty: 2984.264404
	Iteration 18Q: 3 clusters Score -838062.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -838070.625000 Penalty: 2984.264404
	Iteration 19Q: 3 clusters Score -838070.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -838073.687500 Penalty: 2984.264404
	Iteration 20F: 3 clusters Score -838073.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -838074.937500 Penalty: 2984.264404
	Iteration 21Q: 3 clusters Score -838074.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -838079.187500 Penalty: 2984.264404
	Iteration 22Q: 3 clusters Score -838079.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -838086.125000 Penalty: 2984.264404
	Iteration 23Q: 3 clusters Score -838086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -838087.812500 Penalty: 2984.264404
	Iteration 24Q: 3 clusters Score -838087.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -838091.937500 Penalty: 2984.264404
	Iteration 25Q: 3 clusters Score -838091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -838095.937500 Penalty: 2984.264404
	Iteration 26Q: 3 clusters Score -838095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -838096.562500 Penalty: 2984.264404
	Iteration 27Q: 3 clusters Score -838096.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -838100.750000 Penalty: 2984.264404
	Iteration 28Q: 3 clusters Score -838100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -838101.687500 Penalty: 2984.264404
	Iteration 29Q: 3 clusters Score -838101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -838099.875000 Penalty: 2984.264404
	Iteration 30Q: 3 clusters Score -838099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -838102.000000 Penalty: 2984.264404
	Iteration 31Q: 3 clusters Score -838102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -838103.062500 Penalty: 2984.264404
	Iteration 32Q: 3 clusters Score -838103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -838105.562500 Penalty: 2984.264404
	Iteration 33Q: 3 clusters Score -838105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -838103.625000 Penalty: 2984.264404
	Iteration 34Q: 3 clusters Score -838103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -838104.375000 Penalty: 2984.264404
	Iteration 35Q: 3 clusters Score -838104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -838104.125000 Penalty: 2984.264404
	Iteration 36Q: 3 clusters Score -838104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -838105.312500 Penalty: 2984.264404
	Iteration 37Q: 3 clusters Score -838105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -838104.875000 Penalty: 2984.264404
	Iteration 38Q: 3 clusters Score -838104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -838105.562500 Penalty: 2984.264404
	Iteration 39Q: 3 clusters Score -838105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -838105.312500 Penalty: 2984.264404
	Iteration 40F: 3 clusters Score -838105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 8362 members 
Mstep: Class 4 contains 76401 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133597 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Mstep: Class 34 contains 1362 members 
Entering Unmasked Estep 
Score: -76323280.000000 Penalty: 75720.648438
Splitting cluster 3 changes total score from -76323888.000000 to -76323280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (76401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Entering Unmasked Estep 
Score: -6829109.000000 Penalty: 1827.109619
	Iteration 0F: 2 clusters Score -6829109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6778159.500000 Penalty: 3654.219238
	Iteration 0F: 3 clusters Score -6778160 nChanged 36298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -6798989.500000 Penalty: 3654.219238
	Iteration 1F: 3 clusters Score -6798990 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -6799879.500000 Penalty: 3654.219238
	Iteration 2Q: 3 clusters Score -6799880 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6801289.500000 Penalty: 3654.219238
	Iteration 3Q: 3 clusters Score -6801290 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6804068.500000 Penalty: 3654.219238
	Iteration 4F: 3 clusters Score -6804068 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -6808907.000000 Penalty: 3654.219238
	Iteration 5F: 3 clusters Score -6808907 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -6815558.500000 Penalty: 3654.219238
	Iteration 6F: 3 clusters Score -6815558 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -6821658.000000 Penalty: 3654.219238
	Iteration 7F: 3 clusters Score -6821658 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6825264.500000 Penalty: 3654.219238
	Iteration 8Q: 3 clusters Score -6825264 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6826681.000000 Penalty: 3654.219238
	Iteration 9Q: 3 clusters Score -6826681 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6827291.500000 Penalty: 3654.219238
	Iteration 10Q: 3 clusters Score -6827292 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6827627.000000 Penalty: 3654.219238
	Iteration 11Q: 3 clusters Score -6827627 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6827782.500000 Penalty: 3654.219238
	Iteration 12Q: 3 clusters Score -6827782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6827846.500000 Penalty: 3654.219238
	Iteration 13Q: 3 clusters Score -6827846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6827882.500000 Penalty: 3654.219238
	Iteration 14Q: 3 clusters Score -6827882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6827903.000000 Penalty: 3654.219238
	Iteration 15Q: 3 clusters Score -6827903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6827921.000000 Penalty: 3654.219238
	Iteration 16Q: 3 clusters Score -6827921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6827932.000000 Penalty: 3654.219238
	Iteration 17Q: 3 clusters Score -6827932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6827940.500000 Penalty: 3654.219238
	Iteration 18Q: 3 clusters Score -6827940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6827945.500000 Penalty: 3654.219238
	Iteration 19Q: 3 clusters Score -6827946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6827954.000000 Penalty: 3654.219238
	Iteration 20F: 3 clusters Score -6827954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6827960.000000 Penalty: 3654.219238
	Iteration 21Q: 3 clusters Score -6827960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6827959.500000 Penalty: 3654.219238
	Iteration 22Q: 3 clusters Score -6827960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6827964.500000 Penalty: 3654.219238
	Iteration 23Q: 3 clusters Score -6827964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6827962.000000 Penalty: 3654.219238
	Iteration 24Q: 3 clusters Score -6827962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6827960.500000 Penalty: 3654.219238
	Iteration 25Q: 3 clusters Score -6827960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6827972.000000 Penalty: 3654.219238
	Iteration 26Q: 3 clusters Score -6827972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6827971.000000 Penalty: 3654.219238
	Iteration 27Q: 3 clusters Score -6827971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6827976.000000 Penalty: 3654.219238
	Iteration 28Q: 3 clusters Score -6827976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6827979.000000 Penalty: 3654.219238
	Iteration 29Q: 3 clusters Score -6827979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6827977.500000 Penalty: 3654.219238
	Iteration 30Q: 3 clusters Score -6827978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6827981.000000 Penalty: 3654.219238
	Iteration 31Q: 3 clusters Score -6827981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6827980.000000 Penalty: 3654.219238
	Iteration 32Q: 3 clusters Score -6827980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6827977.500000 Penalty: 3654.219238
	Iteration 33Q: 3 clusters Score -6827978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6827977.500000 Penalty: 3654.219238
	Iteration 34F: 3 clusters Score -6827978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -204525.296875 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -204525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -202156.671875 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -202156.7 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -202803.843750 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -202803.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203013.625000 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -203013.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -203156.500000 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -203156.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -203308.312500 Penalty: 2543.723633
	Iteration 4F: 3 clusters Score -203308.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -203466.343750 Penalty: 2543.723633
	Iteration 5F: 3 clusters Score -203466.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203593.625000 Penalty: 2543.723633
	Iteration 6F: 3 clusters Score -203593.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -203672.718750 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -203672.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -203727.515625 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -203727.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -203759.109375 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -203759.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -203784.843750 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -203784.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -203813.390625 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -203813.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -203837.453125 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -203837.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -203853.296875 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -203853.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -203865.156250 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -203865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -203871.468750 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -203871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -203875.609375 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -203875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -203877.656250 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -203877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -203880.031250 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -203880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -203881.781250 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -203881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -203882.953125 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -203883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -203884.890625 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -203884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -203886.515625 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -203886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -203889.234375 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -203889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -203890.265625 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -203890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -203890.265625 Penalty: 2543.723633
	Iteration 25F: 3 clusters Score -203890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -108311.007812 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -108311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -106468.101562 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -106468.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -107033.164062 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -107033.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107247.234375 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -107247.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -107373.578125 Penalty: 2409.931885
	Iteration 3F: 3 clusters Score -107373.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -107480.531250 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -107480.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -107581.179688 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -107581.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -107648.015625 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -107648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -107707.921875 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -107707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -107748.343750 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -107748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -107787.687500 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -107787.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107823.617188 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -107823.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -107848.710938 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -107848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -107862.125000 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -107862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107871.164062 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -107871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -107875.226562 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -107875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107879.031250 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -107879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107882.578125 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -107882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -107885.773438 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -107885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107888.320312 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -107888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107891.742188 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -107891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -107895.117188 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -107895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107897.187500 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -107897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107904.484375 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -107904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107913.523438 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -107913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107918.289062 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -107918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107919.953125 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -107920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107919.953125 Penalty: 2409.931885
	Iteration 26F: 3 clusters Score -107920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -1100395.500000 Penalty: 1529.006836
	Iteration 0F: 2 clusters Score -1100396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1091895.375000 Penalty: 3058.013672
	Iteration 0F: 3 clusters Score -1091895 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1094612.500000 Penalty: 3058.013672
	Iteration 1F: 3 clusters Score -1094612 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1094916.375000 Penalty: 3058.013672
	Iteration 2F: 3 clusters Score -1094916 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1095132.875000 Penalty: 3058.013672
	Iteration 3Q: 3 clusters Score -1095133 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1095304.625000 Penalty: 3058.013672
	Iteration 4Q: 3 clusters Score -1095305 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1095449.875000 Penalty: 3058.013672
	Iteration 5Q: 3 clusters Score -1095450 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1095598.750000 Penalty: 3058.013672
	Iteration 6Q: 3 clusters Score -1095599 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1095755.750000 Penalty: 3058.013672
	Iteration 7Q: 3 clusters Score -1095756 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1095937.375000 Penalty: 3058.013672
	Iteration 8Q: 3 clusters Score -1095937 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1096157.750000 Penalty: 3058.013672
	Iteration 9Q: 3 clusters Score -1096158 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1096444.125000 Penalty: 3058.013672
	Iteration 10Q: 3 clusters Score -1096444 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1096726.125000 Penalty: 3058.013672
	Iteration 11Q: 3 clusters Score -1096726 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1097036.625000 Penalty: 3058.013672
	Iteration 12Q: 3 clusters Score -1097037 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1097343.125000 Penalty: 3058.013672
	Iteration 13Q: 3 clusters Score -1097343 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1097649.000000 Penalty: 3058.013672
	Iteration 14Q: 3 clusters Score -1097649 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1097914.875000 Penalty: 3058.013672
	Iteration 15Q: 3 clusters Score -1097915 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1098105.375000 Penalty: 3058.013672
	Iteration 16Q: 3 clusters Score -1098105 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1098247.375000 Penalty: 3058.013672
	Iteration 17Q: 3 clusters Score -1098247 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1098358.625000 Penalty: 3058.013672
	Iteration 18Q: 3 clusters Score -1098359 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1098453.125000 Penalty: 3058.013672
	Iteration 19Q: 3 clusters Score -1098453 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1098548.875000 Penalty: 3058.013672
	Iteration 20F: 3 clusters Score -1098549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1098616.500000 Penalty: 3058.013672
	Iteration 21Q: 3 clusters Score -1098616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1098671.625000 Penalty: 3058.013672
	Iteration 22Q: 3 clusters Score -1098672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1098727.500000 Penalty: 3058.013672
	Iteration 23Q: 3 clusters Score -1098728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1098772.250000 Penalty: 3058.013672
	Iteration 24Q: 3 clusters Score -1098772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1098812.125000 Penalty: 3058.013672
	Iteration 25Q: 3 clusters Score -1098812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1098850.125000 Penalty: 3058.013672
	Iteration 26Q: 3 clusters Score -1098850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1098876.250000 Penalty: 3058.013672
	Iteration 27Q: 3 clusters Score -1098876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1098898.125000 Penalty: 3058.013672
	Iteration 28Q: 3 clusters Score -1098898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1098919.375000 Penalty: 3058.013672
	Iteration 29Q: 3 clusters Score -1098919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1098938.000000 Penalty: 3058.013672
	Iteration 30Q: 3 clusters Score -1098938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1098955.250000 Penalty: 3058.013672
	Iteration 31Q: 3 clusters Score -1098955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1098973.125000 Penalty: 3058.013672
	Iteration 32Q: 3 clusters Score -1098973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1098999.000000 Penalty: 3058.013672
	Iteration 33Q: 3 clusters Score -1098999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1099017.875000 Penalty: 3058.013672
	Iteration 34Q: 3 clusters Score -1099018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1099035.375000 Penalty: 3058.013672
	Iteration 35Q: 3 clusters Score -1099035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1099047.875000 Penalty: 3058.013672
	Iteration 36Q: 3 clusters Score -1099048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1099066.125000 Penalty: 3058.013672
	Iteration 37Q: 3 clusters Score -1099066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1099080.500000 Penalty: 3058.013672
	Iteration 38Q: 3 clusters Score -1099080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1099082.750000 Penalty: 3058.013672
	Iteration 39Q: 3 clusters Score -1099083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1099086.875000 Penalty: 3058.013672
	Iteration 40F: 3 clusters Score -1099087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1099090.250000 Penalty: 3058.013672
	Iteration 41Q: 3 clusters Score -1099090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1099097.500000 Penalty: 3058.013672
	Iteration 42Q: 3 clusters Score -1099098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1099103.250000 Penalty: 3058.013672
	Iteration 43Q: 3 clusters Score -1099103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1099106.750000 Penalty: 3058.013672
	Iteration 44Q: 3 clusters Score -1099107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1099110.500000 Penalty: 3058.013672
	Iteration 45Q: 3 clusters Score -1099110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1099114.625000 Penalty: 3058.013672
	Iteration 46Q: 3 clusters Score -1099115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1099119.875000 Penalty: 3058.013672
	Iteration 47Q: 3 clusters Score -1099120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1099123.250000 Penalty: 3058.013672
	Iteration 48Q: 3 clusters Score -1099123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1099126.250000 Penalty: 3058.013672
	Iteration 49Q: 3 clusters Score -1099126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1099128.375000 Penalty: 3058.013672
	Iteration 50Q: 3 clusters Score -1099128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1099128.875000 Penalty: 3058.013672
	Iteration 51Q: 3 clusters Score -1099129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1099129.875000 Penalty: 3058.013672
	Iteration 52Q: 3 clusters Score -1099130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1099131.375000 Penalty: 3058.013672
	Iteration 53Q: 3 clusters Score -1099131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1099131.375000 Penalty: 3058.013672
	Iteration 54F: 3 clusters Score -1099131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -561850.937500 Penalty: 1431.554199
	Iteration 0F: 2 clusters Score -561850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -556788.187500 Penalty: 2863.108398
	Iteration 0F: 3 clusters Score -556788.2 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -558314.812500 Penalty: 2863.108398
	Iteration 1F: 3 clusters Score -558314.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -558536.562500 Penalty: 2863.108398
	Iteration 2F: 3 clusters Score -558536.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -558712.812500 Penalty: 2863.108398
	Iteration 3F: 3 clusters Score -558712.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -558885.437500 Penalty: 2863.108398
	Iteration 4Q: 3 clusters Score -558885.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -559038.187500 Penalty: 2863.108398
	Iteration 5Q: 3 clusters Score -559038.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -559220.937500 Penalty: 2863.108398
	Iteration 6Q: 3 clusters Score -559220.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -559410.812500 Penalty: 2863.108398
	Iteration 7Q: 3 clusters Score -559410.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -559612.437500 Penalty: 2863.108398
	Iteration 8Q: 3 clusters Score -559612.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -559811.937500 Penalty: 2863.108398
	Iteration 9Q: 3 clusters Score -559811.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -559988.187500 Penalty: 2863.108398
	Iteration 10Q: 3 clusters Score -559988.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -560127.750000 Penalty: 2863.108398
	Iteration 11Q: 3 clusters Score -560127.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -560252.187500 Penalty: 2863.108398
	Iteration 12Q: 3 clusters Score -560252.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -560354.437500 Penalty: 2863.108398
	Iteration 13Q: 3 clusters Score -560354.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -560443.312500 Penalty: 2863.108398
	Iteration 14Q: 3 clusters Score -560443.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -560524.625000 Penalty: 2863.108398
	Iteration 15Q: 3 clusters Score -560524.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -560586.750000 Penalty: 2863.108398
	Iteration 16Q: 3 clusters Score -560586.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -560634.625000 Penalty: 2863.108398
	Iteration 17Q: 3 clusters Score -560634.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -560675.000000 Penalty: 2863.108398
	Iteration 18Q: 3 clusters Score -560675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -560699.562500 Penalty: 2863.108398
	Iteration 19Q: 3 clusters Score -560699.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -560717.875000 Penalty: 2863.108398
	Iteration 20F: 3 clusters Score -560717.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -560728.562500 Penalty: 2863.108398
	Iteration 21Q: 3 clusters Score -560728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -560737.187500 Penalty: 2863.108398
	Iteration 22Q: 3 clusters Score -560737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -560747.125000 Penalty: 2863.108398
	Iteration 23Q: 3 clusters Score -560747.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -560755.375000 Penalty: 2863.108398
	Iteration 24Q: 3 clusters Score -560755.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -560760.250000 Penalty: 2863.108398
	Iteration 25Q: 3 clusters Score -560760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -560764.812500 Penalty: 2863.108398
	Iteration 26Q: 3 clusters Score -560764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -560768.125000 Penalty: 2863.108398
	Iteration 27Q: 3 clusters Score -560768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -560773.125000 Penalty: 2863.108398
	Iteration 28Q: 3 clusters Score -560773.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -560777.687500 Penalty: 2863.108398
	Iteration 29Q: 3 clusters Score -560777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -560780.875000 Penalty: 2863.108398
	Iteration 30Q: 3 clusters Score -560780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -560782.250000 Penalty: 2863.108398
	Iteration 31Q: 3 clusters Score -560782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -560783.625000 Penalty: 2863.108398
	Iteration 32Q: 3 clusters Score -560783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -560784.750000 Penalty: 2863.108398
	Iteration 33Q: 3 clusters Score -560784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -560785.187500 Penalty: 2863.108398
	Iteration 34Q: 3 clusters Score -560785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -560786.062500 Penalty: 2863.108398
	Iteration 35Q: 3 clusters Score -560786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -560788.375000 Penalty: 2863.108398
	Iteration 36Q: 3 clusters Score -560788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -560788.500000 Penalty: 2863.108398
	Iteration 37Q: 3 clusters Score -560788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -560789.375000 Penalty: 2863.108398
	Iteration 38Q: 3 clusters Score -560789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -560790.062500 Penalty: 2863.108398
	Iteration 39Q: 3 clusters Score -560790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -560790.375000 Penalty: 2863.108398
	Iteration 40F: 3 clusters Score -560790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -94010.273438 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -94010.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92446.851562 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -92446.85 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -92783.015625 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -92783.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92863.429688 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -92863.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -92918.265625 Penalty: 2306.434326
	Iteration 3Q: 3 clusters Score -92918.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92951.718750 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -92951.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92975.085938 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -92975.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92997.421875 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -92997.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93020.507812 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -93020.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93049.203125 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -93049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93075.335938 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -93075.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93100.210938 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -93100.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93110.742188 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -93110.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93124.656250 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -93124.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93137.890625 Penalty: 2306.434326
	Iteration 13Q: 3 clusters Score -93137.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93144.640625 Penalty: 2306.434326
	Iteration 14Q: 3 clusters Score -93144.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93152.945312 Penalty: 2306.434326
	Iteration 15Q: 3 clusters Score -93152.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93158.734375 Penalty: 2306.434326
	Iteration 16Q: 3 clusters Score -93158.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -93167.687500 Penalty: 2306.434326
	Iteration 17Q: 3 clusters Score -93167.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93171.265625 Penalty: 2306.434326
	Iteration 18Q: 3 clusters Score -93171.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -93172.437500 Penalty: 2306.434326
	Iteration 19Q: 3 clusters Score -93172.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -93177.531250 Penalty: 2306.434326
	Iteration 20F: 3 clusters Score -93177.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -93186.140625 Penalty: 2306.434326
	Iteration 21Q: 3 clusters Score -93186.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -93192.710938 Penalty: 2306.434326
	Iteration 22Q: 3 clusters Score -93192.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93197.203125 Penalty: 2306.434326
	Iteration 23Q: 3 clusters Score -93197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93201.765625 Penalty: 2306.434326
	Iteration 24Q: 3 clusters Score -93201.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -93207.148438 Penalty: 2306.434326
	Iteration 25Q: 3 clusters Score -93207.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -93218.750000 Penalty: 2306.434326
	Iteration 26Q: 3 clusters Score -93218.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -93225.648438 Penalty: 2306.434326
	Iteration 27Q: 3 clusters Score -93225.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -93226.515625 Penalty: 2306.434326
	Iteration 28Q: 3 clusters Score -93226.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -93228.546875 Penalty: 2306.434326
	Iteration 29Q: 3 clusters Score -93228.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -93229.984375 Penalty: 2306.434326
	Iteration 30Q: 3 clusters Score -93229.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93230.843750 Penalty: 2306.434326
	Iteration 31Q: 3 clusters Score -93230.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93232.179688 Penalty: 2306.434326
	Iteration 32Q: 3 clusters Score -93232.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -93234.101562 Penalty: 2306.434326
	Iteration 33Q: 3 clusters Score -93234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -93237.320312 Penalty: 2306.434326
	Iteration 34Q: 3 clusters Score -93237.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93239.335938 Penalty: 2306.434326
	Iteration 35Q: 3 clusters Score -93239.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93239.335938 Penalty: 2306.434326
	Iteration 36F: 3 clusters Score -93239.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Entering Unmasked Estep 
Score: -8804105.000000 Penalty: 1867.796143
	Iteration 0F: 2 clusters Score -8804105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -8738448.000000 Penalty: 3735.592285
	Iteration 0F: 3 clusters Score -8738448 nChanged 46918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8765382.000000 Penalty: 3735.592285
	Iteration 1F: 3 clusters Score -8765382 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8766288.000000 Penalty: 3735.592285
	Iteration 2Q: 3 clusters Score -8766288 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -8767720.000000 Penalty: 3735.592285
	Iteration 3Q: 3 clusters Score -8767720 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8770584.000000 Penalty: 3735.592285
	Iteration 4F: 3 clusters Score -8770584 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -8775579.000000 Penalty: 3735.592285
	Iteration 5F: 3 clusters Score -8775579 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8783524.000000 Penalty: 3735.592285
	Iteration 6F: 3 clusters Score -8783524 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -8792320.000000 Penalty: 3735.592285
	Iteration 7F: 3 clusters Score -8792320 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8798527.000000 Penalty: 3735.592285
	Iteration 8F: 3 clusters Score -8798527 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8801308.000000 Penalty: 3735.592285
	Iteration 9Q: 3 clusters Score -8801308 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8802117.000000 Penalty: 3735.592285
	Iteration 10Q: 3 clusters Score -8802117 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8802392.000000 Penalty: 3735.592285
	Iteration 11Q: 3 clusters Score -8802392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8802503.000000 Penalty: 3735.592285
	Iteration 12Q: 3 clusters Score -8802503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8802550.000000 Penalty: 3735.592285
	Iteration 13Q: 3 clusters Score -8802550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8802589.000000 Penalty: 3735.592285
	Iteration 14Q: 3 clusters Score -8802589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8802618.000000 Penalty: 3735.592285
	Iteration 15Q: 3 clusters Score -8802618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8802614.000000 Penalty: 3735.592285
	Iteration 16Q: 3 clusters Score -8802614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8802629.000000 Penalty: 3735.592285
	Iteration 17Q: 3 clusters Score -8802629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8802629.000000 Penalty: 3735.592285
	Iteration 18F: 3 clusters Score -8802629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Entering Unmasked Estep 
Score: -7217047.000000 Penalty: 1839.025635
	Iteration 0F: 2 clusters Score -7217047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -7162091.000000 Penalty: 3678.051270
	Iteration 0F: 3 clusters Score -7162091 nChanged 39069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -7184580.000000 Penalty: 3678.051270
	Iteration 1F: 3 clusters Score -7184580 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -7185345.500000 Penalty: 3678.051270
	Iteration 2Q: 3 clusters Score -7185346 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -7186438.000000 Penalty: 3678.051270
	Iteration 3Q: 3 clusters Score -7186438 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -7188060.500000 Penalty: 3678.051270
	Iteration 4Q: 3 clusters Score -7188060 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -7191078.000000 Penalty: 3678.051270
	Iteration 5F: 3 clusters Score -7191078 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -7196055.000000 Penalty: 3678.051270
	Iteration 6F: 3 clusters Score -7196055 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -7202867.500000 Penalty: 3678.051270
	Iteration 7F: 3 clusters Score -7202868 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -7209226.500000 Penalty: 3678.051270
	Iteration 8F: 3 clusters Score -7209226 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -7213048.000000 Penalty: 3678.051270
	Iteration 9Q: 3 clusters Score -7213048 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -7214659.500000 Penalty: 3678.051270
	Iteration 10Q: 3 clusters Score -7214660 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -7215107.000000 Penalty: 3678.051270
	Iteration 11Q: 3 clusters Score -7215107 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -7215273.500000 Penalty: 3678.051270
	Iteration 12Q: 3 clusters Score -7215274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -7215322.500000 Penalty: 3678.051270
	Iteration 13Q: 3 clusters Score -7215322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -7215344.500000 Penalty: 3678.051270
	Iteration 14Q: 3 clusters Score -7215344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -7215348.500000 Penalty: 3678.051270
	Iteration 15Q: 3 clusters Score -7215348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -7215356.500000 Penalty: 3678.051270
	Iteration 16Q: 3 clusters Score -7215356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -7215365.500000 Penalty: 3678.051270
	Iteration 17Q: 3 clusters Score -7215366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -7215374.500000 Penalty: 3678.051270
	Iteration 18Q: 3 clusters Score -7215374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -7215383.000000 Penalty: 3678.051270
	Iteration 19Q: 3 clusters Score -7215383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -7215380.000000 Penalty: 3678.051270
	Iteration 20F: 3 clusters Score -7215380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -7215384.000000 Penalty: 3678.051270
	Iteration 21Q: 3 clusters Score -7215384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -7215381.500000 Penalty: 3678.051270
	Iteration 22Q: 3 clusters Score -7215382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -7215381.500000 Penalty: 3678.051270
	Iteration 23F: 3 clusters Score -7215382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Entering Unmasked Estep 
Score: -3170354.750000 Penalty: 1707.424805
	Iteration 0F: 2 clusters Score -3170355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3145972.750000 Penalty: 3414.849609
	Iteration 0F: 3 clusters Score -3145973 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3155635.750000 Penalty: 3414.849609
	Iteration 1F: 3 clusters Score -3155636 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3156133.000000 Penalty: 3414.849609
	Iteration 2Q: 3 clusters Score -3156133 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3156720.000000 Penalty: 3414.849609
	Iteration 3Q: 3 clusters Score -3156720 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3157442.000000 Penalty: 3414.849609
	Iteration 4Q: 3 clusters Score -3157442 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3158448.750000 Penalty: 3414.849609
	Iteration 5F: 3 clusters Score -3158449 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3159774.000000 Penalty: 3414.849609
	Iteration 6F: 3 clusters Score -3159774 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3161282.000000 Penalty: 3414.849609
	Iteration 7F: 3 clusters Score -3161282 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3162653.000000 Penalty: 3414.849609
	Iteration 8F: 3 clusters Score -3162653 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3163598.250000 Penalty: 3414.849609
	Iteration 9F: 3 clusters Score -3163598 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3164152.000000 Penalty: 3414.849609
	Iteration 10Q: 3 clusters Score -3164152 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3164414.500000 Penalty: 3414.849609
	Iteration 11Q: 3 clusters Score -3164414 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3164517.250000 Penalty: 3414.849609
	Iteration 12Q: 3 clusters Score -3164517 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3164549.750000 Penalty: 3414.849609
	Iteration 13Q: 3 clusters Score -3164550 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3164590.500000 Penalty: 3414.849609
	Iteration 14Q: 3 clusters Score -3164590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3164615.500000 Penalty: 3414.849609
	Iteration 15Q: 3 clusters Score -3164616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3164613.250000 Penalty: 3414.849609
	Iteration 16Q: 3 clusters Score -3164613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3164620.250000 Penalty: 3414.849609
	Iteration 17Q: 3 clusters Score -3164620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3164627.750000 Penalty: 3414.849609
	Iteration 18Q: 3 clusters Score -3164628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3164634.000000 Penalty: 3414.849609
	Iteration 19Q: 3 clusters Score -3164634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3164620.000000 Penalty: 3414.849609
	Iteration 20F: 3 clusters Score -3164620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3164630.000000 Penalty: 3414.849609
	Iteration 21Q: 3 clusters Score -3164630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3164628.000000 Penalty: 3414.849609
	Iteration 22Q: 3 clusters Score -3164628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3164637.000000 Penalty: 3414.849609
	Iteration 23Q: 3 clusters Score -3164637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3164644.000000 Penalty: 3414.849609
	Iteration 24Q: 3 clusters Score -3164644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3164640.500000 Penalty: 3414.849609
	Iteration 25Q: 3 clusters Score -3164640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3164649.000000 Penalty: 3414.849609
	Iteration 26Q: 3 clusters Score -3164649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3164651.000000 Penalty: 3414.849609
	Iteration 27Q: 3 clusters Score -3164651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3164655.000000 Penalty: 3414.849609
	Iteration 28Q: 3 clusters Score -3164655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3164652.500000 Penalty: 3414.849609
	Iteration 29Q: 3 clusters Score -3164652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3164654.250000 Penalty: 3414.849609
	Iteration 30Q: 3 clusters Score -3164654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3164652.000000 Penalty: 3414.849609
	Iteration 31Q: 3 clusters Score -3164652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3164650.250000 Penalty: 3414.849609
	Iteration 32Q: 3 clusters Score -3164650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3164657.500000 Penalty: 3414.849609
	Iteration 33Q: 3 clusters Score -3164658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3164655.750000 Penalty: 3414.849609
	Iteration 34Q: 3 clusters Score -3164656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3164654.000000 Penalty: 3414.849609
	Iteration 35Q: 3 clusters Score -3164654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3164660.000000 Penalty: 3414.849609
	Iteration 36Q: 3 clusters Score -3164660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3164661.250000 Penalty: 3414.849609
	Iteration 37Q: 3 clusters Score -3164661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3164659.750000 Penalty: 3414.849609
	Iteration 38Q: 3 clusters Score -3164660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3164659.750000 Penalty: 3414.849609
	Iteration 39F: 3 clusters Score -3164660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Entering Unmasked Estep 
Score: -4147892.250000 Penalty: 1749.738403
	Iteration 0F: 2 clusters Score -4147892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4115953.750000 Penalty: 3499.476807
	Iteration 0F: 3 clusters Score -4115954 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4128721.000000 Penalty: 3499.476807
	Iteration 1F: 3 clusters Score -4128721 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4129206.250000 Penalty: 3499.476807
	Iteration 2Q: 3 clusters Score -4129206 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4129678.750000 Penalty: 3499.476807
	Iteration 3Q: 3 clusters Score -4129679 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4130197.500000 Penalty: 3499.476807
	Iteration 4Q: 3 clusters Score -4130198 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4130922.000000 Penalty: 3499.476807
	Iteration 5Q: 3 clusters Score -4130922 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4131835.500000 Penalty: 3499.476807
	Iteration 6Q: 3 clusters Score -4131836 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4132925.250000 Penalty: 3499.476807
	Iteration 7Q: 3 clusters Score -4132925 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4134026.000000 Penalty: 3499.476807
	Iteration 8Q: 3 clusters Score -4134026 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4135080.000000 Penalty: 3499.476807
	Iteration 9Q: 3 clusters Score -4135080 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4136034.000000 Penalty: 3499.476807
	Iteration 10Q: 3 clusters Score -4136034 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4136850.250000 Penalty: 3499.476807
	Iteration 11Q: 3 clusters Score -4136850 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4137489.500000 Penalty: 3499.476807
	Iteration 12Q: 3 clusters Score -4137490 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4137972.500000 Penalty: 3499.476807
	Iteration 13Q: 3 clusters Score -4137972 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4138389.250000 Penalty: 3499.476807
	Iteration 14Q: 3 clusters Score -4138389 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4138793.750000 Penalty: 3499.476807
	Iteration 15Q: 3 clusters Score -4138794 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4139174.750000 Penalty: 3499.476807
	Iteration 16Q: 3 clusters Score -4139175 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4139558.500000 Penalty: 3499.476807
	Iteration 17Q: 3 clusters Score -4139558 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4139970.750000 Penalty: 3499.476807
	Iteration 18Q: 3 clusters Score -4139971 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4140419.000000 Penalty: 3499.476807
	Iteration 19Q: 3 clusters Score -4140419 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4140929.000000 Penalty: 3499.476807
	Iteration 20F: 3 clusters Score -4140929 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4141480.500000 Penalty: 3499.476807
	Iteration 21Q: 3 clusters Score -4141480 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4142137.000000 Penalty: 3499.476807
	Iteration 22Q: 3 clusters Score -4142137 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4142936.250000 Penalty: 3499.476807
	Iteration 23Q: 3 clusters Score -4142936 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -4143719.000000 Penalty: 3499.476807
	Iteration 24Q: 3 clusters Score -4143719 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -4144430.750000 Penalty: 3499.476807
	Iteration 25Q: 3 clusters Score -4144431 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -4145041.250000 Penalty: 3499.476807
	Iteration 26Q: 3 clusters Score -4145041 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4145471.750000 Penalty: 3499.476807
	Iteration 27Q: 3 clusters Score -4145472 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -4145820.750000 Penalty: 3499.476807
	Iteration 28Q: 3 clusters Score -4145821 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -4146080.000000 Penalty: 3499.476807
	Iteration 29Q: 3 clusters Score -4146080 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -4146236.000000 Penalty: 3499.476807
	Iteration 30Q: 3 clusters Score -4146236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -4146318.750000 Penalty: 3499.476807
	Iteration 31Q: 3 clusters Score -4146319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -4146395.250000 Penalty: 3499.476807
	Iteration 32Q: 3 clusters Score -4146395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -4146443.000000 Penalty: 3499.476807
	Iteration 33Q: 3 clusters Score -4146443 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -4146479.250000 Penalty: 3499.476807
	Iteration 34Q: 3 clusters Score -4146479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4146515.000000 Penalty: 3499.476807
	Iteration 35Q: 3 clusters Score -4146515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -4146527.750000 Penalty: 3499.476807
	Iteration 36Q: 3 clusters Score -4146528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -4146537.250000 Penalty: 3499.476807
	Iteration 37Q: 3 clusters Score -4146537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -4146542.500000 Penalty: 3499.476807
	Iteration 38Q: 3 clusters Score -4146542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4146555.500000 Penalty: 3499.476807
	Iteration 39Q: 3 clusters Score -4146556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -4146558.750000 Penalty: 3499.476807
	Iteration 40F: 3 clusters Score -4146559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -4146561.000000 Penalty: 3499.476807
	Iteration 41Q: 3 clusters Score -4146561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -4146563.250000 Penalty: 3499.476807
	Iteration 42Q: 3 clusters Score -4146563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -4146560.750000 Penalty: 3499.476807
	Iteration 43Q: 3 clusters Score -4146561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -4146566.500000 Penalty: 3499.476807
	Iteration 44Q: 3 clusters Score -4146566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -4146565.000000 Penalty: 3499.476807
	Iteration 45Q: 3 clusters Score -4146565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -4146568.750000 Penalty: 3499.476807
	Iteration 46Q: 3 clusters Score -4146569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -4146576.750000 Penalty: 3499.476807
	Iteration 47Q: 3 clusters Score -4146577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4146583.750000 Penalty: 3499.476807
	Iteration 48Q: 3 clusters Score -4146584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -4146595.500000 Penalty: 3499.476807
	Iteration 49Q: 3 clusters Score -4146596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -4146595.750000 Penalty: 3499.476807
	Iteration 50Q: 3 clusters Score -4146596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -4146607.250000 Penalty: 3499.476807
	Iteration 51Q: 3 clusters Score -4146607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -4146615.500000 Penalty: 3499.476807
	Iteration 52Q: 3 clusters Score -4146616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -4146624.000000 Penalty: 3499.476807
	Iteration 53Q: 3 clusters Score -4146624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -4146626.250000 Penalty: 3499.476807
	Iteration 54Q: 3 clusters Score -4146626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -4146640.500000 Penalty: 3499.476807
	Iteration 55Q: 3 clusters Score -4146640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -4146645.000000 Penalty: 3499.476807
	Iteration 56Q: 3 clusters Score -4146645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -4146646.250000 Penalty: 3499.476807
	Iteration 57Q: 3 clusters Score -4146646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -4146648.000000 Penalty: 3499.476807
	Iteration 58Q: 3 clusters Score -4146648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -4146653.250000 Penalty: 3499.476807
	Iteration 59Q: 3 clusters Score -4146653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -4146653.250000 Penalty: 3499.476807
	Iteration 60F: 3 clusters Score -4146653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -4146653.000000 Penalty: 3499.476807
	Iteration 61Q: 3 clusters Score -4146653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4146651.750000 Penalty: 3499.476807
	Iteration 62Q: 3 clusters Score -4146652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -4146652.250000 Penalty: 3499.476807
	Iteration 63Q: 3 clusters Score -4146652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -4146652.750000 Penalty: 3499.476807
	Iteration 64Q: 3 clusters Score -4146653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -4146652.750000 Penalty: 3499.476807
	Iteration 65Q: 3 clusters Score -4146653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -4146653.250000 Penalty: 3499.476807
	Iteration 66Q: 3 clusters Score -4146653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -4146653.250000 Penalty: 3499.476807
	Iteration 67F: 3 clusters Score -4146653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -544683.937500 Penalty: 1419.522827
	Iteration 0F: 2 clusters Score -544683.9 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 3095 members 
Entering Unmasked Estep 
Score: -539902.625000 Penalty: 2839.045654
	Iteration 0F: 3 clusters Score -539902.6 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -541432.625000 Penalty: 2839.045654
	Iteration 1F: 3 clusters Score -541432.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -541798.625000 Penalty: 2839.045654
	Iteration 2F: 3 clusters Score -541798.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -542066.125000 Penalty: 2839.045654
	Iteration 3F: 3 clusters Score -542066.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -542306.125000 Penalty: 2839.045654
	Iteration 4F: 3 clusters Score -542306.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -542517.687500 Penalty: 2839.045654
	Iteration 5F: 3 clusters Score -542517.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -542748.062500 Penalty: 2839.045654
	Iteration 6F: 3 clusters Score -542748.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -542982.500000 Penalty: 2839.045654
	Iteration 7Q: 3 clusters Score -542982.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -543193.062500 Penalty: 2839.045654
	Iteration 8Q: 3 clusters Score -543193.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -543337.875000 Penalty: 2839.045654
	Iteration 9Q: 3 clusters Score -543337.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -543442.625000 Penalty: 2839.045654
	Iteration 10Q: 3 clusters Score -543442.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -543532.625000 Penalty: 2839.045654
	Iteration 11Q: 3 clusters Score -543532.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -543581.687500 Penalty: 2839.045654
	Iteration 12Q: 3 clusters Score -543581.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -543616.625000 Penalty: 2839.045654
	Iteration 13Q: 3 clusters Score -543616.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -543646.437500 Penalty: 2839.045654
	Iteration 14Q: 3 clusters Score -543646.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -543665.562500 Penalty: 2839.045654
	Iteration 15Q: 3 clusters Score -543665.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -543676.062500 Penalty: 2839.045654
	Iteration 16Q: 3 clusters Score -543676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -543682.500000 Penalty: 2839.045654
	Iteration 17Q: 3 clusters Score -543682.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -543687.250000 Penalty: 2839.045654
	Iteration 18Q: 3 clusters Score -543687.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -543688.687500 Penalty: 2839.045654
	Iteration 19Q: 3 clusters Score -543688.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -543691.062500 Penalty: 2839.045654
	Iteration 20F: 3 clusters Score -543691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -543693.875000 Penalty: 2839.045654
	Iteration 21Q: 3 clusters Score -543693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -543695.812500 Penalty: 2839.045654
	Iteration 22Q: 3 clusters Score -543695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -543699.312500 Penalty: 2839.045654
	Iteration 23Q: 3 clusters Score -543699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -543701.625000 Penalty: 2839.045654
	Iteration 24Q: 3 clusters Score -543701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -543706.375000 Penalty: 2839.045654
	Iteration 25Q: 3 clusters Score -543706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -543711.812500 Penalty: 2839.045654
	Iteration 26Q: 3 clusters Score -543711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -543716.750000 Penalty: 2839.045654
	Iteration 27Q: 3 clusters Score -543716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -543720.875000 Penalty: 2839.045654
	Iteration 28Q: 3 clusters Score -543720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -543723.687500 Penalty: 2839.045654
	Iteration 29Q: 3 clusters Score -543723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -543725.125000 Penalty: 2839.045654
	Iteration 30Q: 3 clusters Score -543725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -543726.062500 Penalty: 2839.045654
	Iteration 31Q: 3 clusters Score -543726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -543727.812500 Penalty: 2839.045654
	Iteration 32Q: 3 clusters Score -543727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -543729.875000 Penalty: 2839.045654
	Iteration 33Q: 3 clusters Score -543729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -543731.250000 Penalty: 2839.045654
	Iteration 34Q: 3 clusters Score -543731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543732.062500 Penalty: 2839.045654
	Iteration 35Q: 3 clusters Score -543732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543731.812500 Penalty: 2839.045654
	Iteration 36Q: 3 clusters Score -543731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543731.812500 Penalty: 2839.045654
	Iteration 37F: 3 clusters Score -543731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Entering Unmasked Estep 
Score: -1029041.062500 Penalty: 1525.329590
	Iteration 0F: 2 clusters Score -1029041 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 5915 members 
Entering Unmasked Estep 
Score: -1020655.375000 Penalty: 3050.659180
	Iteration 0F: 3 clusters Score -1020655 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1023492.000000 Penalty: 3050.659180
	Iteration 1F: 3 clusters Score -1023492 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1023736.375000 Penalty: 3050.659180
	Iteration 2F: 3 clusters Score -1023736 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1023932.562500 Penalty: 3050.659180
	Iteration 3Q: 3 clusters Score -1023933 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1024088.000000 Penalty: 3050.659180
	Iteration 4Q: 3 clusters Score -1024088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1024238.687500 Penalty: 3050.659180
	Iteration 5Q: 3 clusters Score -1024239 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1024388.562500 Penalty: 3050.659180
	Iteration 6Q: 3 clusters Score -1024389 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1024538.562500 Penalty: 3050.659180
	Iteration 7Q: 3 clusters Score -1024539 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1024693.812500 Penalty: 3050.659180
	Iteration 8Q: 3 clusters Score -1024694 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1024889.875000 Penalty: 3050.659180
	Iteration 9Q: 3 clusters Score -1024890 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1025137.562500 Penalty: 3050.659180
	Iteration 10Q: 3 clusters Score -1025138 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1025456.812500 Penalty: 3050.659180
	Iteration 11Q: 3 clusters Score -1025457 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1025843.062500 Penalty: 3050.659180
	Iteration 12Q: 3 clusters Score -1025843 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1026219.437500 Penalty: 3050.659180
	Iteration 13Q: 3 clusters Score -1026219 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1026559.375000 Penalty: 3050.659180
	Iteration 14Q: 3 clusters Score -1026559 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1026868.562500 Penalty: 3050.659180
	Iteration 15Q: 3 clusters Score -1026869 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1027132.250000 Penalty: 3050.659180
	Iteration 16Q: 3 clusters Score -1027132 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1027311.562500 Penalty: 3050.659180
	Iteration 17Q: 3 clusters Score -1027312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1027421.125000 Penalty: 3050.659180
	Iteration 18Q: 3 clusters Score -1027421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1027498.312500 Penalty: 3050.659180
	Iteration 19Q: 3 clusters Score -1027498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1027565.500000 Penalty: 3050.659180
	Iteration 20F: 3 clusters Score -1027566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1027609.812500 Penalty: 3050.659180
	Iteration 21Q: 3 clusters Score -1027610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1027634.937500 Penalty: 3050.659180
	Iteration 22Q: 3 clusters Score -1027635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1027651.625000 Penalty: 3050.659180
	Iteration 23Q: 3 clusters Score -1027652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1027667.562500 Penalty: 3050.659180
	Iteration 24Q: 3 clusters Score -1027668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1027684.062500 Penalty: 3050.659180
	Iteration 25Q: 3 clusters Score -1027684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1027696.625000 Penalty: 3050.659180
	Iteration 26Q: 3 clusters Score -1027697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1027698.687500 Penalty: 3050.659180
	Iteration 27Q: 3 clusters Score -1027699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1027698.875000 Penalty: 3050.659180
	Iteration 28Q: 3 clusters Score -1027699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1027701.812500 Penalty: 3050.659180
	Iteration 29Q: 3 clusters Score -1027702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1027706.437500 Penalty: 3050.659180
	Iteration 30Q: 3 clusters Score -1027706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1027707.687500 Penalty: 3050.659180
	Iteration 31Q: 3 clusters Score -1027708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1027713.750000 Penalty: 3050.659180
	Iteration 32Q: 3 clusters Score -1027714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1027716.187500 Penalty: 3050.659180
	Iteration 33Q: 3 clusters Score -1027716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1027721.125000 Penalty: 3050.659180
	Iteration 34Q: 3 clusters Score -1027721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1027728.250000 Penalty: 3050.659180
	Iteration 35Q: 3 clusters Score -1027728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1027735.125000 Penalty: 3050.659180
	Iteration 36Q: 3 clusters Score -1027735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1027738.812500 Penalty: 3050.659180
	Iteration 37Q: 3 clusters Score -1027739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1027749.750000 Penalty: 3050.659180
	Iteration 38Q: 3 clusters Score -1027750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1027761.437500 Penalty: 3050.659180
	Iteration 39Q: 3 clusters Score -1027761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1027765.625000 Penalty: 3050.659180
	Iteration 40F: 3 clusters Score -1027766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1027766.125000 Penalty: 3050.659180
	Iteration 41Q: 3 clusters Score -1027766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1027766.125000 Penalty: 3050.659180
	Iteration 42F: 3 clusters Score -1027766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133597 members 
Entering Unmasked Estep 
Score: -11818345.000000 Penalty: 1917.919678
	Iteration 0F: 2 clusters Score -1.181834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -11728791.000000 Penalty: 3835.839355
	Iteration 0F: 3 clusters Score -1.172879e+07 nChanged 64322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -11766690.000000 Penalty: 3835.839355
	Iteration 1F: 3 clusters Score -1.176669e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -11768136.000000 Penalty: 3835.839355
	Iteration 2Q: 3 clusters Score -1.176814e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -11770430.000000 Penalty: 3835.839355
	Iteration 3Q: 3 clusters Score -1.177043e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -11774293.000000 Penalty: 3835.839355
	Iteration 4F: 3 clusters Score -1.177429e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -11780299.000000 Penalty: 3835.839355
	Iteration 5F: 3 clusters Score -1.17803e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -11788765.000000 Penalty: 3835.839355
	Iteration 6F: 3 clusters Score -1.178876e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -11798704.000000 Penalty: 3835.839355
	Iteration 7F: 3 clusters Score -1.17987e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -11807238.000000 Penalty: 3835.839355
	Iteration 8F: 3 clusters Score -1.180724e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -11812411.000000 Penalty: 3835.839355
	Iteration 9Q: 3 clusters Score -1.181241e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 120119 members 
Entering Unmasked Estep 
Score: -11814734.000000 Penalty: 3835.839355
	Iteration 10Q: 3 clusters Score -1.181473e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 121784 members 
Entering Unmasked Estep 
Score: -11815904.000000 Penalty: 3835.839355
	Iteration 11Q: 3 clusters Score -1.18159e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -11816492.000000 Penalty: 3835.839355
	Iteration 12Q: 3 clusters Score -1.181649e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -11816845.000000 Penalty: 3835.839355
	Iteration 13Q: 3 clusters Score -1.181684e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -11817056.000000 Penalty: 3835.839355
	Iteration 14Q: 3 clusters Score -1.181706e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -11817215.000000 Penalty: 3835.839355
	Iteration 15Q: 3 clusters Score -1.181722e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 125712 members 
Entering Unmasked Estep 
Score: -11817310.000000 Penalty: 3835.839355
	Iteration 16Q: 3 clusters Score -1.181731e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -11817401.000000 Penalty: 3835.839355
	Iteration 17Q: 3 clusters Score -1.18174e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -11817498.000000 Penalty: 3835.839355
	Iteration 18Q: 3 clusters Score -1.18175e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -11817574.000000 Penalty: 3835.839355
	Iteration 19Q: 3 clusters Score -1.181757e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -11817608.000000 Penalty: 3835.839355
	Iteration 20F: 3 clusters Score -1.181761e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -11817627.000000 Penalty: 3835.839355
	Iteration 21Q: 3 clusters Score -1.181763e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 127542 members 
Entering Unmasked Estep 
Score: -11817670.000000 Penalty: 3835.839355
	Iteration 22Q: 3 clusters Score -1.181767e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -11817715.000000 Penalty: 3835.839355
	Iteration 23Q: 3 clusters Score -1.181772e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -11817760.000000 Penalty: 3835.839355
	Iteration 24Q: 3 clusters Score -1.181776e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -11817774.000000 Penalty: 3835.839355
	Iteration 25Q: 3 clusters Score -1.181777e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -11817784.000000 Penalty: 3835.839355
	Iteration 26Q: 3 clusters Score -1.181778e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -11817786.000000 Penalty: 3835.839355
	Iteration 27Q: 3 clusters Score -1.181779e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -11817798.000000 Penalty: 3835.839355
	Iteration 28Q: 3 clusters Score -1.18178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -11817809.000000 Penalty: 3835.839355
	Iteration 29Q: 3 clusters Score -1.181781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -11817818.000000 Penalty: 3835.839355
	Iteration 30Q: 3 clusters Score -1.181782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -11817824.000000 Penalty: 3835.839355
	Iteration 31Q: 3 clusters Score -1.181782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 128586 members 
Entering Unmasked Estep 
Score: -11817828.000000 Penalty: 3835.839355
	Iteration 32Q: 3 clusters Score -1.181783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -11817810.000000 Penalty: 3835.839355
	Iteration 33Q: 3 clusters Score -1.181781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -11817827.000000 Penalty: 3835.839355
	Iteration 34Q: 3 clusters Score -1.181783e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -11817818.000000 Penalty: 3835.839355
	Iteration 35Q: 3 clusters Score -1.181782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 128715 members 
Entering Unmasked Estep 
Score: -11817814.000000 Penalty: 3835.839355
	Iteration 36Q: 3 clusters Score -1.181781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -11817797.000000 Penalty: 3835.839355
	Iteration 37Q: 3 clusters Score -1.18178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 128770 members 
Entering Unmasked Estep 
Score: -11817808.000000 Penalty: 3835.839355
	Iteration 38Q: 3 clusters Score -1.181781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 128785 members 
Entering Unmasked Estep 
Score: -11817799.000000 Penalty: 3835.839355
	Iteration 39Q: 3 clusters Score -1.18178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 128796 members 
Entering Unmasked Estep 
Score: -11817822.000000 Penalty: 3835.839355
	Iteration 40F: 3 clusters Score -1.181782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -11817819.000000 Penalty: 3835.839355
	Iteration 41Q: 3 clusters Score -1.181782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -11817828.000000 Penalty: 3835.839355
	Iteration 42Q: 3 clusters Score -1.181783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -11817824.000000 Penalty: 3835.839355
	Iteration 43Q: 3 clusters Score -1.181782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -11817816.000000 Penalty: 3835.839355
	Iteration 44Q: 3 clusters Score -1.181782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 128864 members 
Entering Unmasked Estep 
Score: -11817827.000000 Penalty: 3835.839355
	Iteration 45Q: 3 clusters Score -1.181783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -11817825.000000 Penalty: 3835.839355
	Iteration 46Q: 3 clusters Score -1.181782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -11817817.000000 Penalty: 3835.839355
	Iteration 47Q: 3 clusters Score -1.181782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -11817810.000000 Penalty: 3835.839355
	Iteration 48Q: 3 clusters Score -1.181781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -11817810.000000 Penalty: 3835.839355
	Iteration 49Q: 3 clusters Score -1.181781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -11817832.000000 Penalty: 3835.839355
	Iteration 50Q: 3 clusters Score -1.181783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 128967 members 
Entering Unmasked Estep 
Score: -11817827.000000 Penalty: 3835.839355
	Iteration 51Q: 3 clusters Score -1.181783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 128980 members 
Entering Unmasked Estep 
Score: -11817833.000000 Penalty: 3835.839355
	Iteration 52Q: 3 clusters Score -1.181783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 128996 members 
Entering Unmasked Estep 
Score: -11817814.000000 Penalty: 3835.839355
	Iteration 53Q: 3 clusters Score -1.181781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 129008 members 
Entering Unmasked Estep 
Score: -11817829.000000 Penalty: 3835.839355
	Iteration 54Q: 3 clusters Score -1.181783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -11817822.000000 Penalty: 3835.839355
	Iteration 55Q: 3 clusters Score -1.181782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -11817823.000000 Penalty: 3835.839355
	Iteration 56Q: 3 clusters Score -1.181782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -11817828.000000 Penalty: 3835.839355
	Iteration 57Q: 3 clusters Score -1.181783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -11817823.000000 Penalty: 3835.839355
	Iteration 58Q: 3 clusters Score -1.181782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -11817825.000000 Penalty: 3835.839355
	Iteration 59Q: 3 clusters Score -1.181782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -11817831.000000 Penalty: 3835.839355
	Iteration 60F: 3 clusters Score -1.181783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -11817836.000000 Penalty: 3835.839355
	Iteration 61Q: 3 clusters Score -1.181784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 129090 members 
Entering Unmasked Estep 
Score: -11817835.000000 Penalty: 3835.839355
	Iteration 62Q: 3 clusters Score -1.181784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 129096 members 
Entering Unmasked Estep 
Score: -11817848.000000 Penalty: 3835.839355
	Iteration 63Q: 3 clusters Score -1.181785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -11817845.000000 Penalty: 3835.839355
	Iteration 64Q: 3 clusters Score -1.181784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -11817845.000000 Penalty: 3835.839355
	Iteration 65Q: 3 clusters Score -1.181784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -11817851.000000 Penalty: 3835.839355
	Iteration 66Q: 3 clusters Score -1.181785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 129110 members 
Entering Unmasked Estep 
Score: -11817847.000000 Penalty: 3835.839355
	Iteration 67Q: 3 clusters Score -1.181785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -11817846.000000 Penalty: 3835.839355
	Iteration 68Q: 3 clusters Score -1.181785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -11817846.000000 Penalty: 3835.839355
	Iteration 69Q: 3 clusters Score -1.181785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 129116 members 
Entering Unmasked Estep 
Score: -11817852.000000 Penalty: 3835.839355
	Iteration 70Q: 3 clusters Score -1.181785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 129118 members 
Entering Unmasked Estep 
Score: -11817849.000000 Penalty: 3835.839355
	Iteration 71Q: 3 clusters Score -1.181785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -11817854.000000 Penalty: 3835.839355
	Iteration 72Q: 3 clusters Score -1.181785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -11817845.000000 Penalty: 3835.839355
	Iteration 73Q: 3 clusters Score -1.181784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -11817845.000000 Penalty: 3835.839355
	Iteration 74F: 3 clusters Score -1.181784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Entering Unmasked Estep 
Score: -1851287.500000 Penalty: 1636.254028
	Iteration 0F: 2 clusters Score -1851288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1835260.375000 Penalty: 3272.508057
	Iteration 0F: 3 clusters Score -1835260 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1841499.125000 Penalty: 3272.508057
	Iteration 1F: 3 clusters Score -1841499 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1842157.375000 Penalty: 3272.508057
	Iteration 2F: 3 clusters Score -1842157 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1842888.500000 Penalty: 3272.508057
	Iteration 3F: 3 clusters Score -1842888 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1843657.125000 Penalty: 3272.508057
	Iteration 4F: 3 clusters Score -1843657 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1844411.875000 Penalty: 3272.508057
	Iteration 5F: 3 clusters Score -1844412 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1845179.375000 Penalty: 3272.508057
	Iteration 6F: 3 clusters Score -1845179 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1845878.250000 Penalty: 3272.508057
	Iteration 7F: 3 clusters Score -1845878 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1846504.375000 Penalty: 3272.508057
	Iteration 8Q: 3 clusters Score -1846504 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1846887.125000 Penalty: 3272.508057
	Iteration 9Q: 3 clusters Score -1846887 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1847120.000000 Penalty: 3272.508057
	Iteration 10Q: 3 clusters Score -1847120 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1847267.250000 Penalty: 3272.508057
	Iteration 11Q: 3 clusters Score -1847267 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1847354.125000 Penalty: 3272.508057
	Iteration 12Q: 3 clusters Score -1847354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1847428.750000 Penalty: 3272.508057
	Iteration 13Q: 3 clusters Score -1847429 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1847474.875000 Penalty: 3272.508057
	Iteration 14Q: 3 clusters Score -1847475 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1847509.250000 Penalty: 3272.508057
	Iteration 15Q: 3 clusters Score -1847509 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1847532.500000 Penalty: 3272.508057
	Iteration 16Q: 3 clusters Score -1847532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1847542.500000 Penalty: 3272.508057
	Iteration 17Q: 3 clusters Score -1847542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1847561.750000 Penalty: 3272.508057
	Iteration 18Q: 3 clusters Score -1847562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1847595.500000 Penalty: 3272.508057
	Iteration 19Q: 3 clusters Score -1847596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1847616.625000 Penalty: 3272.508057
	Iteration 20F: 3 clusters Score -1847617 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1847641.375000 Penalty: 3272.508057
	Iteration 21Q: 3 clusters Score -1847641 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1847675.625000 Penalty: 3272.508057
	Iteration 22Q: 3 clusters Score -1847676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1847703.500000 Penalty: 3272.508057
	Iteration 23Q: 3 clusters Score -1847704 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1847729.750000 Penalty: 3272.508057
	Iteration 24Q: 3 clusters Score -1847730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1847750.500000 Penalty: 3272.508057
	Iteration 25Q: 3 clusters Score -1847750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1847779.000000 Penalty: 3272.508057
	Iteration 26Q: 3 clusters Score -1847779 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1847795.250000 Penalty: 3272.508057
	Iteration 27Q: 3 clusters Score -1847795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1847810.875000 Penalty: 3272.508057
	Iteration 28Q: 3 clusters Score -1847811 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1847828.000000 Penalty: 3272.508057
	Iteration 29Q: 3 clusters Score -1847828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1847848.750000 Penalty: 3272.508057
	Iteration 30Q: 3 clusters Score -1847849 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1847857.125000 Penalty: 3272.508057
	Iteration 31Q: 3 clusters Score -1847857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1847857.500000 Penalty: 3272.508057
	Iteration 32Q: 3 clusters Score -1847858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1847864.875000 Penalty: 3272.508057
	Iteration 33Q: 3 clusters Score -1847865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1847870.625000 Penalty: 3272.508057
	Iteration 34Q: 3 clusters Score -1847871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1847886.125000 Penalty: 3272.508057
	Iteration 35Q: 3 clusters Score -1847886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1847890.375000 Penalty: 3272.508057
	Iteration 36Q: 3 clusters Score -1847890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1847893.125000 Penalty: 3272.508057
	Iteration 37Q: 3 clusters Score -1847893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1847893.875000 Penalty: 3272.508057
	Iteration 38Q: 3 clusters Score -1847894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1847896.125000 Penalty: 3272.508057
	Iteration 39Q: 3 clusters Score -1847896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1847898.875000 Penalty: 3272.508057
	Iteration 40F: 3 clusters Score -1847899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1847911.750000 Penalty: 3272.508057
	Iteration 41Q: 3 clusters Score -1847912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1847914.125000 Penalty: 3272.508057
	Iteration 42Q: 3 clusters Score -1847914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1847917.375000 Penalty: 3272.508057
	Iteration 43Q: 3 clusters Score -1847917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1847922.625000 Penalty: 3272.508057
	Iteration 44Q: 3 clusters Score -1847923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1847923.875000 Penalty: 3272.508057
	Iteration 45Q: 3 clusters Score -1847924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1847927.750000 Penalty: 3272.508057
	Iteration 46Q: 3 clusters Score -1847928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1847930.375000 Penalty: 3272.508057
	Iteration 47Q: 3 clusters Score -1847930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1847928.375000 Penalty: 3272.508057
	Iteration 48Q: 3 clusters Score -1847928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1847934.250000 Penalty: 3272.508057
	Iteration 49Q: 3 clusters Score -1847934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1847934.250000 Penalty: 3272.508057
	Iteration 50Q: 3 clusters Score -1847934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1847936.500000 Penalty: 3272.508057
	Iteration 51Q: 3 clusters Score -1847936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1847944.000000 Penalty: 3272.508057
	Iteration 52Q: 3 clusters Score -1847944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1847944.125000 Penalty: 3272.508057
	Iteration 53Q: 3 clusters Score -1847944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1847950.125000 Penalty: 3272.508057
	Iteration 54Q: 3 clusters Score -1847950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1847955.250000 Penalty: 3272.508057
	Iteration 55Q: 3 clusters Score -1847955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1847952.000000 Penalty: 3272.508057
	Iteration 56Q: 3 clusters Score -1847952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1847952.375000 Penalty: 3272.508057
	Iteration 57Q: 3 clusters Score -1847952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1847957.000000 Penalty: 3272.508057
	Iteration 58Q: 3 clusters Score -1847957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1847955.250000 Penalty: 3272.508057
	Iteration 59Q: 3 clusters Score -1847955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1847958.000000 Penalty: 3272.508057
	Iteration 60F: 3 clusters Score -1847958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1847960.500000 Penalty: 3272.508057
	Iteration 61Q: 3 clusters Score -1847960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1847961.250000 Penalty: 3272.508057
	Iteration 62Q: 3 clusters Score -1847961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1847962.500000 Penalty: 3272.508057
	Iteration 63Q: 3 clusters Score -1847962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1847969.375000 Penalty: 3272.508057
	Iteration 64Q: 3 clusters Score -1847969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1847971.250000 Penalty: 3272.508057
	Iteration 65Q: 3 clusters Score -1847971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15403 members 
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15515 members 
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 15613 members 
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	Iteration 72Q: 3 clusters Score -1848012 nChanged 65
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Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 15658 members 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 15700 members 
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 15740 members 
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Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 15776 members 
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Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15827 members 
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	Iteration 77Q: 3 clusters Score -1848041 nChanged 61
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Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15874 members 
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 15922 members 
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 15978 members 
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	Iteration 80F: 3 clusters Score -1848062 nChanged 60
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Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 16034 members 
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Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 16087 members 
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Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 16138 members 
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Mstep: Class 1 contains 7415 members 
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 16259 members 
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Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 16357 members 
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 16456 members 
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Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 16553 members 
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Mstep: Class 1 contains 6932 members 
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Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 16808 members 
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Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 16936 members 
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 17104 members 
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17295 members 
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Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17508 members 
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 17732 members 
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Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 17948 members 
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Mstep: Class 1 contains 5419 members 
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Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 18407 members 
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 18637 members 
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 18860 members 
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19091 members 
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 19351 members 
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Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 19581 members 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 19821 members 
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Mstep: Class 1 contains 3556 members 
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20257 members 
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Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 20465 members 
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Mstep: Class 1 contains 2937 members 
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Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20871 members 
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Mstep: Class 1 contains 2571 members 
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Mstep: Class 1 contains 2388 members 
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Mstep: Class 1 contains 2234 members 
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Mstep: Class 1 contains 2092 members 
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21638 members 
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	Iteration 114Q: 3 clusters Score -1849869 nChanged 140
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Mstep: Class 1 contains 1838 members 
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	Iteration 115Q: 3 clusters Score -1849931 nChanged 114
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Mstep: Class 1 contains 1740 members 
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	Iteration 116Q: 3 clusters Score -1849974 nChanged 107
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Mstep: Class 1 contains 1649 members 
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 22031 members 
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	Iteration 118Q: 3 clusters Score -1850054 nChanged 64
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Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22139 members 
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	Iteration 120F: 3 clusters Score -1850110 nChanged 59
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Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22186 members 
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	Iteration 121Q: 3 clusters Score -1850129 nChanged 46
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Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22232 members 
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	Iteration 122Q: 3 clusters Score -1850143 nChanged 31
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Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22261 members 
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	Iteration 123Q: 3 clusters Score -1850151 nChanged 32
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Mstep: Class 1 contains 1315 members 
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	Iteration 124Q: 3 clusters Score -1850159 nChanged 30
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22321 members 
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	Iteration 125Q: 3 clusters Score -1850167 nChanged 28
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Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22347 members 
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	Iteration 126Q: 3 clusters Score -1850175 nChanged 20
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Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22365 members 
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	Iteration 127Q: 3 clusters Score -1850179 nChanged 13
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	Iteration 128Q: 3 clusters Score -1850180 nChanged 13
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	Iteration 129Q: 3 clusters Score -1850186 nChanged 5
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Mstep: Class 1 contains 1216 members 
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	Iteration 130Q: 3 clusters Score -1850188 nChanged 6
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	Iteration 131Q: 3 clusters Score -1850187 nChanged 5
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	Iteration 132Q: 3 clusters Score -1850192 nChanged 6
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	Iteration 133Q: 3 clusters Score -1850191 nChanged 6
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Mstep: Class 1 contains 1195 members 
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	Iteration 134Q: 3 clusters Score -1850192 nChanged 4
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	Iteration 135Q: 3 clusters Score -1850193 nChanged 4
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	Iteration 136Q: 3 clusters Score -1850193 nChanged 5
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Mstep: Class 1 contains 1182 members 
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	Iteration 137Q: 3 clusters Score -1850194 nChanged 4
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Mstep: Class 1 contains 1178 members 
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	Iteration 138Q: 3 clusters Score -1850193 nChanged 6
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Mstep: Class 1 contains 1174 members 
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	Iteration 139Q: 3 clusters Score -1850194 nChanged 4
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Mstep: Class 1 contains 1172 members 
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	Iteration 140F: 3 clusters Score -1850194 nChanged 3
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Mstep: Class 1 contains 1171 members 
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	Iteration 141Q: 3 clusters Score -1850196 nChanged 3
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	Iteration 142Q: 3 clusters Score -1850192 nChanged 6
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	Iteration 143Q: 3 clusters Score -1850195 nChanged 9
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	Iteration 144Q: 3 clusters Score -1850200 nChanged 7
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Mstep: Class 1 contains 1146 members 
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	Iteration 145Q: 3 clusters Score -1850204 nChanged 7
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Mstep: Class 1 contains 1139 members 
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	Iteration 146Q: 3 clusters Score -1850204 nChanged 11
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	Iteration 147Q: 3 clusters Score -1850212 nChanged 7
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	Iteration 148Q: 3 clusters Score -1850210 nChanged 6
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Mstep: Class 1 contains 1117 members 
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	Iteration 149Q: 3 clusters Score -1850213 nChanged 7
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	Iteration 151Q: 3 clusters Score -1850214 nChanged 4
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	Iteration 152Q: 3 clusters Score -1850215 nChanged 10
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	Iteration 153Q: 3 clusters Score -1850219 nChanged 10
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	Iteration 154Q: 3 clusters Score -1850220 nChanged 8
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Mstep: Class 1 contains 1079 members 
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	Iteration 155Q: 3 clusters Score -1850222 nChanged 6
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	Iteration 156Q: 3 clusters Score -1850222 nChanged 5
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	Iteration 157Q: 3 clusters Score -1850224 nChanged 7
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	Iteration 158Q: 3 clusters Score -1850226 nChanged 4
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Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1850224.125000 Penalty: 3272.508057
	Iteration 159Q: 3 clusters Score -1850224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1850227.125000 Penalty: 3272.508057
	Iteration 160F: 3 clusters Score -1850227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1850226.375000 Penalty: 3272.508057
	Iteration 161Q: 3 clusters Score -1850226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1850226.375000 Penalty: 3272.508057
	Iteration 162F: 3 clusters Score -1850226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Entering Unmasked Estep 
Score: -1720872.250000 Penalty: 1604.793823
	Iteration 0F: 2 clusters Score -1720872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1707659.250000 Penalty: 3209.587646
	Iteration 0F: 3 clusters Score -1707659 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1712606.125000 Penalty: 3209.587646
	Iteration 1F: 3 clusters Score -1712606 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1713206.250000 Penalty: 3209.587646
	Iteration 2F: 3 clusters Score -1713206 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1713915.625000 Penalty: 3209.587646
	Iteration 3F: 3 clusters Score -1713916 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1714816.250000 Penalty: 3209.587646
	Iteration 4F: 3 clusters Score -1714816 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1715834.625000 Penalty: 3209.587646
	Iteration 5F: 3 clusters Score -1715835 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1716773.250000 Penalty: 3209.587646
	Iteration 6F: 3 clusters Score -1716773 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1717596.500000 Penalty: 3209.587646
	Iteration 7F: 3 clusters Score -1717596 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1718284.625000 Penalty: 3209.587646
	Iteration 8Q: 3 clusters Score -1718285 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1718832.750000 Penalty: 3209.587646
	Iteration 9Q: 3 clusters Score -1718833 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1719167.000000 Penalty: 3209.587646
	Iteration 10Q: 3 clusters Score -1719167 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1719351.125000 Penalty: 3209.587646
	Iteration 11Q: 3 clusters Score -1719351 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1719495.875000 Penalty: 3209.587646
	Iteration 12Q: 3 clusters Score -1719496 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1719606.875000 Penalty: 3209.587646
	Iteration 13Q: 3 clusters Score -1719607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1719687.375000 Penalty: 3209.587646
	Iteration 14Q: 3 clusters Score -1719687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1719768.750000 Penalty: 3209.587646
	Iteration 15Q: 3 clusters Score -1719769 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1719871.250000 Penalty: 3209.587646
	Iteration 16Q: 3 clusters Score -1719871 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1719953.250000 Penalty: 3209.587646
	Iteration 17Q: 3 clusters Score -1719953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1720000.000000 Penalty: 3209.587646
	Iteration 18Q: 3 clusters Score -1720000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1720045.250000 Penalty: 3209.587646
	Iteration 19Q: 3 clusters Score -1720045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1720067.875000 Penalty: 3209.587646
	Iteration 20F: 3 clusters Score -1720068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1720097.125000 Penalty: 3209.587646
	Iteration 21Q: 3 clusters Score -1720097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1720120.000000 Penalty: 3209.587646
	Iteration 22Q: 3 clusters Score -1720120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1720149.375000 Penalty: 3209.587646
	Iteration 23Q: 3 clusters Score -1720149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1720175.625000 Penalty: 3209.587646
	Iteration 24Q: 3 clusters Score -1720176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1720192.375000 Penalty: 3209.587646
	Iteration 25Q: 3 clusters Score -1720192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1720206.125000 Penalty: 3209.587646
	Iteration 26Q: 3 clusters Score -1720206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1720221.500000 Penalty: 3209.587646
	Iteration 27Q: 3 clusters Score -1720222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1720231.000000 Penalty: 3209.587646
	Iteration 28Q: 3 clusters Score -1720231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1720234.875000 Penalty: 3209.587646
	Iteration 29Q: 3 clusters Score -1720235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1720238.625000 Penalty: 3209.587646
	Iteration 30Q: 3 clusters Score -1720239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1720240.250000 Penalty: 3209.587646
	Iteration 31Q: 3 clusters Score -1720240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1720240.500000 Penalty: 3209.587646
	Iteration 32Q: 3 clusters Score -1720240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1720243.125000 Penalty: 3209.587646
	Iteration 33Q: 3 clusters Score -1720243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1720244.375000 Penalty: 3209.587646
	Iteration 34Q: 3 clusters Score -1720244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1720244.500000 Penalty: 3209.587646
	Iteration 35Q: 3 clusters Score -1720244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1720244.625000 Penalty: 3209.587646
	Iteration 36Q: 3 clusters Score -1720245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1720247.500000 Penalty: 3209.587646
	Iteration 37Q: 3 clusters Score -1720248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1720248.250000 Penalty: 3209.587646
	Iteration 38Q: 3 clusters Score -1720248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1720247.375000 Penalty: 3209.587646
	Iteration 39Q: 3 clusters Score -1720247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1720247.000000 Penalty: 3209.587646
	Iteration 40F: 3 clusters Score -1720247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1720245.375000 Penalty: 3209.587646
	Iteration 41Q: 3 clusters Score -1720245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1720245.375000 Penalty: 3209.587646
	Iteration 42F: 3 clusters Score -1720245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Entering Unmasked Estep 
Score: -2687378.750000 Penalty: 1678.799316
	Iteration 0F: 2 clusters Score -2687379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2666729.250000 Penalty: 3357.598633
	Iteration 0F: 3 clusters Score -2666729 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2674442.500000 Penalty: 3357.598633
	Iteration 1F: 3 clusters Score -2674442 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2674820.500000 Penalty: 3357.598633
	Iteration 2Q: 3 clusters Score -2674820 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2675266.250000 Penalty: 3357.598633
	Iteration 3Q: 3 clusters Score -2675266 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2675882.750000 Penalty: 3357.598633
	Iteration 4Q: 3 clusters Score -2675883 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2676925.750000 Penalty: 3357.598633
	Iteration 5F: 3 clusters Score -2676926 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2678588.250000 Penalty: 3357.598633
	Iteration 6F: 3 clusters Score -2678588 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2680982.500000 Penalty: 3357.598633
	Iteration 7F: 3 clusters Score -2680982 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2683361.500000 Penalty: 3357.598633
	Iteration 8F: 3 clusters Score -2683362 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2684847.000000 Penalty: 3357.598633
	Iteration 9Q: 3 clusters Score -2684847 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -2685492.000000 Penalty: 3357.598633
	Iteration 10Q: 3 clusters Score -2685492 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -2685711.500000 Penalty: 3357.598633
	Iteration 11Q: 3 clusters Score -2685712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -2685792.250000 Penalty: 3357.598633
	Iteration 12Q: 3 clusters Score -2685792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -2685834.500000 Penalty: 3357.598633
	Iteration 13Q: 3 clusters Score -2685834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2685857.500000 Penalty: 3357.598633
	Iteration 14Q: 3 clusters Score -2685858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -2685866.250000 Penalty: 3357.598633
	Iteration 15Q: 3 clusters Score -2685866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -2685867.500000 Penalty: 3357.598633
	Iteration 16Q: 3 clusters Score -2685868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -2685871.250000 Penalty: 3357.598633
	Iteration 17Q: 3 clusters Score -2685871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -2685875.750000 Penalty: 3357.598633
	Iteration 18Q: 3 clusters Score -2685876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2685874.250000 Penalty: 3357.598633
	Iteration 19Q: 3 clusters Score -2685874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -2685876.250000 Penalty: 3357.598633
	Iteration 20F: 3 clusters Score -2685876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -2685879.500000 Penalty: 3357.598633
	Iteration 21Q: 3 clusters Score -2685880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2685879.250000 Penalty: 3357.598633
	Iteration 22Q: 3 clusters Score -2685879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -2685881.000000 Penalty: 3357.598633
	Iteration 23Q: 3 clusters Score -2685881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2685881.000000 Penalty: 3357.598633
	Iteration 24Q: 3 clusters Score -2685881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2685883.500000 Penalty: 3357.598633
	Iteration 25Q: 3 clusters Score -2685884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2685887.750000 Penalty: 3357.598633
	Iteration 26Q: 3 clusters Score -2685888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2685889.250000 Penalty: 3357.598633
	Iteration 27Q: 3 clusters Score -2685889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2685890.500000 Penalty: 3357.598633
	Iteration 28Q: 3 clusters Score -2685890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -2685894.750000 Penalty: 3357.598633
	Iteration 29Q: 3 clusters Score -2685895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -2685894.750000 Penalty: 3357.598633
	Iteration 30F: 3 clusters Score -2685895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Entering Unmasked Estep 
Score: -1342829.000000 Penalty: 1588.469971
	Iteration 0F: 2 clusters Score -1342829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1330704.000000 Penalty: 3176.939941
	Iteration 0F: 3 clusters Score -1330704 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1335291.875000 Penalty: 3176.939941
	Iteration 1F: 3 clusters Score -1335292 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1336161.875000 Penalty: 3176.939941
	Iteration 2F: 3 clusters Score -1336162 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1337160.625000 Penalty: 3176.939941
	Iteration 3F: 3 clusters Score -1337161 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1338066.750000 Penalty: 3176.939941
	Iteration 4F: 3 clusters Score -1338067 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1338707.875000 Penalty: 3176.939941
	Iteration 5F: 3 clusters Score -1338708 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1339160.500000 Penalty: 3176.939941
	Iteration 6F: 3 clusters Score -1339160 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1339426.000000 Penalty: 3176.939941
	Iteration 7Q: 3 clusters Score -1339426 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1339582.375000 Penalty: 3176.939941
	Iteration 8Q: 3 clusters Score -1339582 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1339696.500000 Penalty: 3176.939941
	Iteration 9Q: 3 clusters Score -1339696 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1339798.000000 Penalty: 3176.939941
	Iteration 10Q: 3 clusters Score -1339798 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1339884.500000 Penalty: 3176.939941
	Iteration 11Q: 3 clusters Score -1339884 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1339960.750000 Penalty: 3176.939941
	Iteration 12Q: 3 clusters Score -1339961 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1340046.500000 Penalty: 3176.939941
	Iteration 13Q: 3 clusters Score -1340046 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1340147.250000 Penalty: 3176.939941
	Iteration 14Q: 3 clusters Score -1340147 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1340265.750000 Penalty: 3176.939941
	Iteration 15Q: 3 clusters Score -1340266 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1340385.250000 Penalty: 3176.939941
	Iteration 16Q: 3 clusters Score -1340385 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1340517.125000 Penalty: 3176.939941
	Iteration 17Q: 3 clusters Score -1340517 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1340671.750000 Penalty: 3176.939941
	Iteration 18Q: 3 clusters Score -1340672 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1340829.125000 Penalty: 3176.939941
	Iteration 19Q: 3 clusters Score -1340829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1340996.000000 Penalty: 3176.939941
	Iteration 20F: 3 clusters Score -1340996 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1341147.500000 Penalty: 3176.939941
	Iteration 21Q: 3 clusters Score -1341148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1341309.500000 Penalty: 3176.939941
	Iteration 22Q: 3 clusters Score -1341310 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1341474.750000 Penalty: 3176.939941
	Iteration 23Q: 3 clusters Score -1341475 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1341601.250000 Penalty: 3176.939941
	Iteration 24Q: 3 clusters Score -1341601 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1341705.750000 Penalty: 3176.939941
	Iteration 25Q: 3 clusters Score -1341706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1341788.250000 Penalty: 3176.939941
	Iteration 26Q: 3 clusters Score -1341788 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1341859.625000 Penalty: 3176.939941
	Iteration 27Q: 3 clusters Score -1341860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1341908.250000 Penalty: 3176.939941
	Iteration 28Q: 3 clusters Score -1341908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1341966.000000 Penalty: 3176.939941
	Iteration 29Q: 3 clusters Score -1341966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1342022.500000 Penalty: 3176.939941
	Iteration 30Q: 3 clusters Score -1342022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1342062.375000 Penalty: 3176.939941
	Iteration 31Q: 3 clusters Score -1342062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1342096.875000 Penalty: 3176.939941
	Iteration 32Q: 3 clusters Score -1342097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1342119.875000 Penalty: 3176.939941
	Iteration 33Q: 3 clusters Score -1342120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1342147.875000 Penalty: 3176.939941
	Iteration 34Q: 3 clusters Score -1342148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1342166.625000 Penalty: 3176.939941
	Iteration 35Q: 3 clusters Score -1342167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1342179.875000 Penalty: 3176.939941
	Iteration 36Q: 3 clusters Score -1342180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1342187.875000 Penalty: 3176.939941
	Iteration 37Q: 3 clusters Score -1342188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1342207.625000 Penalty: 3176.939941
	Iteration 38Q: 3 clusters Score -1342208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1342215.750000 Penalty: 3176.939941
	Iteration 39Q: 3 clusters Score -1342216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1342218.000000 Penalty: 3176.939941
	Iteration 40F: 3 clusters Score -1342218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1342231.125000 Penalty: 3176.939941
	Iteration 41Q: 3 clusters Score -1342231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1342237.875000 Penalty: 3176.939941
	Iteration 42Q: 3 clusters Score -1342238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1342241.500000 Penalty: 3176.939941
	Iteration 43Q: 3 clusters Score -1342242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1342248.375000 Penalty: 3176.939941
	Iteration 44Q: 3 clusters Score -1342248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1342248.500000 Penalty: 3176.939941
	Iteration 45Q: 3 clusters Score -1342248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1342258.000000 Penalty: 3176.939941
	Iteration 46Q: 3 clusters Score -1342258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1342262.375000 Penalty: 3176.939941
	Iteration 47Q: 3 clusters Score -1342262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1342270.000000 Penalty: 3176.939941
	Iteration 48Q: 3 clusters Score -1342270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1342278.875000 Penalty: 3176.939941
	Iteration 49Q: 3 clusters Score -1342279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1342280.375000 Penalty: 3176.939941
	Iteration 50Q: 3 clusters Score -1342280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1342283.500000 Penalty: 3176.939941
	Iteration 51Q: 3 clusters Score -1342284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1342289.000000 Penalty: 3176.939941
	Iteration 52Q: 3 clusters Score -1342289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1342290.625000 Penalty: 3176.939941
	Iteration 53Q: 3 clusters Score -1342291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1342290.625000 Penalty: 3176.939941
	Iteration 54Q: 3 clusters Score -1342291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1342289.375000 Penalty: 3176.939941
	Iteration 55Q: 3 clusters Score -1342289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1342290.375000 Penalty: 3176.939941
	Iteration 56Q: 3 clusters Score -1342290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1342288.125000 Penalty: 3176.939941
	Iteration 57Q: 3 clusters Score -1342288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1342290.875000 Penalty: 3176.939941
	Iteration 58Q: 3 clusters Score -1342291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1342290.250000 Penalty: 3176.939941
	Iteration 59Q: 3 clusters Score -1342290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1342296.375000 Penalty: 3176.939941
	Iteration 60F: 3 clusters Score -1342296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1342296.750000 Penalty: 3176.939941
	Iteration 61Q: 3 clusters Score -1342297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1342296.250000 Penalty: 3176.939941
	Iteration 62Q: 3 clusters Score -1342296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1342300.500000 Penalty: 3176.939941
	Iteration 63Q: 3 clusters Score -1342300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1342299.375000 Penalty: 3176.939941
	Iteration 64Q: 3 clusters Score -1342299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1342299.375000 Penalty: 3176.939941
	Iteration 65Q: 3 clusters Score -1342299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1342301.375000 Penalty: 3176.939941
	Iteration 66Q: 3 clusters Score -1342301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1342301.250000 Penalty: 3176.939941
	Iteration 67Q: 3 clusters Score -1342301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1342301.250000 Penalty: 3176.939941
	Iteration 68F: 3 clusters Score -1342301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -341675.875000 Penalty: 1350.642090
	Iteration 0F: 2 clusters Score -341675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -338292.906250 Penalty: 2701.284180
	Iteration 0F: 3 clusters Score -338292.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -339293.031250 Penalty: 2701.284180
	Iteration 1F: 3 clusters Score -339293 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -339543.750000 Penalty: 2701.284180
	Iteration 2F: 3 clusters Score -339543.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -339696.375000 Penalty: 2701.284180
	Iteration 3F: 3 clusters Score -339696.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -339833.031250 Penalty: 2701.284180
	Iteration 4Q: 3 clusters Score -339833 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -339935.625000 Penalty: 2701.284180
	Iteration 5Q: 3 clusters Score -339935.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -340007.125000 Penalty: 2701.284180
	Iteration 6Q: 3 clusters Score -340007.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -340064.437500 Penalty: 2701.284180
	Iteration 7Q: 3 clusters Score -340064.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -340105.531250 Penalty: 2701.284180
	Iteration 8Q: 3 clusters Score -340105.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -340146.531250 Penalty: 2701.284180
	Iteration 9Q: 3 clusters Score -340146.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -340183.218750 Penalty: 2701.284180
	Iteration 10Q: 3 clusters Score -340183.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340209.187500 Penalty: 2701.284180
	Iteration 11Q: 3 clusters Score -340209.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -340236.531250 Penalty: 2701.284180
	Iteration 12Q: 3 clusters Score -340236.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -340268.375000 Penalty: 2701.284180
	Iteration 13Q: 3 clusters Score -340268.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -340304.406250 Penalty: 2701.284180
	Iteration 14Q: 3 clusters Score -340304.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -340341.593750 Penalty: 2701.284180
	Iteration 15Q: 3 clusters Score -340341.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -340383.125000 Penalty: 2701.284180
	Iteration 16Q: 3 clusters Score -340383.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -340423.281250 Penalty: 2701.284180
	Iteration 17Q: 3 clusters Score -340423.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -340457.656250 Penalty: 2701.284180
	Iteration 18Q: 3 clusters Score -340457.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -340495.718750 Penalty: 2701.284180
	Iteration 19Q: 3 clusters Score -340495.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -340548.593750 Penalty: 2701.284180
	Iteration 20F: 3 clusters Score -340548.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -340601.062500 Penalty: 2701.284180
	Iteration 21Q: 3 clusters Score -340601.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340647.375000 Penalty: 2701.284180
	Iteration 22Q: 3 clusters Score -340647.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340686.718750 Penalty: 2701.284180
	Iteration 23Q: 3 clusters Score -340686.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -340714.937500 Penalty: 2701.284180
	Iteration 24Q: 3 clusters Score -340714.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -340734.031250 Penalty: 2701.284180
	Iteration 25Q: 3 clusters Score -340734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -340753.593750 Penalty: 2701.284180
	Iteration 26Q: 3 clusters Score -340753.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -340768.562500 Penalty: 2701.284180
	Iteration 27Q: 3 clusters Score -340768.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -340776.468750 Penalty: 2701.284180
	Iteration 28Q: 3 clusters Score -340776.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -340779.875000 Penalty: 2701.284180
	Iteration 29Q: 3 clusters Score -340779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -340785.093750 Penalty: 2701.284180
	Iteration 30Q: 3 clusters Score -340785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -340786.781250 Penalty: 2701.284180
	Iteration 31Q: 3 clusters Score -340786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -340788.531250 Penalty: 2701.284180
	Iteration 32Q: 3 clusters Score -340788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -340790.531250 Penalty: 2701.284180
	Iteration 33Q: 3 clusters Score -340790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -340790.937500 Penalty: 2701.284180
	Iteration 34Q: 3 clusters Score -340790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -340791.812500 Penalty: 2701.284180
	Iteration 35Q: 3 clusters Score -340791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -340792.000000 Penalty: 2701.284180
	Iteration 36Q: 3 clusters Score -340792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -340792.000000 Penalty: 2701.284180
	Iteration 37F: 3 clusters Score -340792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173412 members 
Entering Unmasked Estep 
Score: -15785593.000000 Penalty: 1960.306519
	Iteration 0F: 2 clusters Score -1.578559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -15668844.000000 Penalty: 3920.613037
	Iteration 0F: 3 clusters Score -1.566884e+07 nChanged 83992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -15718845.000000 Penalty: 3920.613037
	Iteration 1F: 3 clusters Score -1.571884e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -15719897.000000 Penalty: 3920.613037
	Iteration 2Q: 3 clusters Score -1.57199e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -15721109.000000 Penalty: 3920.613037
	Iteration 3Q: 3 clusters Score -1.572111e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -15723134.000000 Penalty: 3920.613037
	Iteration 4Q: 3 clusters Score -1.572313e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -15725973.000000 Penalty: 3920.613037
	Iteration 5Q: 3 clusters Score -1.572597e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -15729507.000000 Penalty: 3920.613037
	Iteration 6F: 3 clusters Score -1.572951e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -15733686.000000 Penalty: 3920.613037
	Iteration 7F: 3 clusters Score -1.573369e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -15737898.000000 Penalty: 3920.613037
	Iteration 8F: 3 clusters Score -1.57379e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -15741882.000000 Penalty: 3920.613037
	Iteration 9F: 3 clusters Score -1.574188e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -15745411.000000 Penalty: 3920.613037
	Iteration 10Q: 3 clusters Score -1.574541e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 121852 members 
Entering Unmasked Estep 
Score: -15749046.000000 Penalty: 3920.613037
	Iteration 11Q: 3 clusters Score -1.574905e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -15752839.000000 Penalty: 3920.613037
	Iteration 12Q: 3 clusters Score -1.575284e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -15757303.000000 Penalty: 3920.613037
	Iteration 13Q: 3 clusters Score -1.57573e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 145162 members 
Entering Unmasked Estep 
Score: -15762375.000000 Penalty: 3920.613037
	Iteration 14Q: 3 clusters Score -1.576238e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -15767707.000000 Penalty: 3920.613037
	Iteration 15Q: 3 clusters Score -1.576771e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -15772686.000000 Penalty: 3920.613037
	Iteration 16Q: 3 clusters Score -1.577269e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -15776792.000000 Penalty: 3920.613037
	Iteration 17Q: 3 clusters Score -1.577679e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -15779932.000000 Penalty: 3920.613037
	Iteration 18Q: 3 clusters Score -1.577993e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 171057 members 
Entering Unmasked Estep 
Score: -15781942.000000 Penalty: 3920.613037
	Iteration 19Q: 3 clusters Score -1.578194e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 172179 members 
Entering Unmasked Estep 
Score: -15782929.000000 Penalty: 3920.613037
	Iteration 20F: 3 clusters Score -1.578293e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 172677 members 
Entering Unmasked Estep 
Score: -15783376.000000 Penalty: 3920.613037
	Iteration 21Q: 3 clusters Score -1.578338e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -15783601.000000 Penalty: 3920.613037
	Iteration 22Q: 3 clusters Score -1.57836e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -15783712.000000 Penalty: 3920.613037
	Iteration 23Q: 3 clusters Score -1.578371e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -15783786.000000 Penalty: 3920.613037
	Iteration 24Q: 3 clusters Score -1.578379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
Score: -15783827.000000 Penalty: 3920.613037
	Iteration 25Q: 3 clusters Score -1.578383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -15783853.000000 Penalty: 3920.613037
	Iteration 26Q: 3 clusters Score -1.578385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 173058 members 
Entering Unmasked Estep 
Score: -15783865.000000 Penalty: 3920.613037
	Iteration 27Q: 3 clusters Score -1.578386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173068 members 
Entering Unmasked Estep 
Score: -15783877.000000 Penalty: 3920.613037
	Iteration 28Q: 3 clusters Score -1.578388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -15783884.000000 Penalty: 3920.613037
	Iteration 29Q: 3 clusters Score -1.578388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -15783895.000000 Penalty: 3920.613037
	Iteration 30Q: 3 clusters Score -1.57839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -15783899.000000 Penalty: 3920.613037
	Iteration 31Q: 3 clusters Score -1.57839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -15783900.000000 Penalty: 3920.613037
	Iteration 32Q: 3 clusters Score -1.57839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -15783908.000000 Penalty: 3920.613037
	Iteration 33Q: 3 clusters Score -1.578391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -15783916.000000 Penalty: 3920.613037
	Iteration 34Q: 3 clusters Score -1.578392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -15783923.000000 Penalty: 3920.613037
	Iteration 35Q: 3 clusters Score -1.578392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -15783939.000000 Penalty: 3920.613037
	Iteration 36Q: 3 clusters Score -1.578394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173089 members 
Entering Unmasked Estep 
Score: -15783931.000000 Penalty: 3920.613037
	Iteration 37Q: 3 clusters Score -1.578393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173089 members 
Entering Unmasked Estep 
Score: -15783931.000000 Penalty: 3920.613037
	Iteration 38Q: 3 clusters Score -1.578393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -15783925.000000 Penalty: 3920.613037
	Iteration 39Q: 3 clusters Score -1.578392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173093 members 
Entering Unmasked Estep 
Score: -15783939.000000 Penalty: 3920.613037
	Iteration 40F: 3 clusters Score -1.578394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -15783935.000000 Penalty: 3920.613037
	Iteration 41Q: 3 clusters Score -1.578394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -15783935.000000 Penalty: 3920.613037
	Iteration 42F: 3 clusters Score -1.578394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Entering Unmasked Estep 
Score: -1574542.250000 Penalty: 1594.026978
	Iteration 0F: 2 clusters Score -1574542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1562196.000000 Penalty: 3188.053955
	Iteration 0F: 3 clusters Score -1562196 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1566591.500000 Penalty: 3188.053955
	Iteration 1F: 3 clusters Score -1566592 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1567033.500000 Penalty: 3188.053955
	Iteration 2F: 3 clusters Score -1567034 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1567454.625000 Penalty: 3188.053955
	Iteration 3F: 3 clusters Score -1567455 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1567877.000000 Penalty: 3188.053955
	Iteration 4Q: 3 clusters Score -1567877 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1568350.750000 Penalty: 3188.053955
	Iteration 5F: 3 clusters Score -1568351 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1568949.750000 Penalty: 3188.053955
	Iteration 6F: 3 clusters Score -1568950 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1569601.375000 Penalty: 3188.053955
	Iteration 7F: 3 clusters Score -1569601 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1570237.125000 Penalty: 3188.053955
	Iteration 8F: 3 clusters Score -1570237 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1570796.750000 Penalty: 3188.053955
	Iteration 9F: 3 clusters Score -1570797 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1571295.375000 Penalty: 3188.053955
	Iteration 10Q: 3 clusters Score -1571295 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1571686.625000 Penalty: 3188.053955
	Iteration 11Q: 3 clusters Score -1571687 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1571984.000000 Penalty: 3188.053955
	Iteration 12Q: 3 clusters Score -1571984 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1572233.875000 Penalty: 3188.053955
	Iteration 13Q: 3 clusters Score -1572234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1572450.750000 Penalty: 3188.053955
	Iteration 14Q: 3 clusters Score -1572451 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1572629.500000 Penalty: 3188.053955
	Iteration 15Q: 3 clusters Score -1572630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1572761.500000 Penalty: 3188.053955
	Iteration 16Q: 3 clusters Score -1572762 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1572857.750000 Penalty: 3188.053955
	Iteration 17Q: 3 clusters Score -1572858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1572939.125000 Penalty: 3188.053955
	Iteration 18Q: 3 clusters Score -1572939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1573002.625000 Penalty: 3188.053955
	Iteration 19Q: 3 clusters Score -1573003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1573045.625000 Penalty: 3188.053955
	Iteration 20F: 3 clusters Score -1573046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1573081.625000 Penalty: 3188.053955
	Iteration 21Q: 3 clusters Score -1573082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1573115.250000 Penalty: 3188.053955
	Iteration 22Q: 3 clusters Score -1573115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1573131.500000 Penalty: 3188.053955
	Iteration 23Q: 3 clusters Score -1573132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1573139.125000 Penalty: 3188.053955
	Iteration 24Q: 3 clusters Score -1573139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1573149.500000 Penalty: 3188.053955
	Iteration 25Q: 3 clusters Score -1573150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1573160.375000 Penalty: 3188.053955
	Iteration 26Q: 3 clusters Score -1573160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1573162.625000 Penalty: 3188.053955
	Iteration 27Q: 3 clusters Score -1573163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1573163.750000 Penalty: 3188.053955
	Iteration 28Q: 3 clusters Score -1573164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1573166.250000 Penalty: 3188.053955
	Iteration 29Q: 3 clusters Score -1573166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1573167.625000 Penalty: 3188.053955
	Iteration 30Q: 3 clusters Score -1573168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1573168.625000 Penalty: 3188.053955
	Iteration 31Q: 3 clusters Score -1573169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1573169.750000 Penalty: 3188.053955
	Iteration 32Q: 3 clusters Score -1573170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1573171.250000 Penalty: 3188.053955
	Iteration 33Q: 3 clusters Score -1573171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1573171.625000 Penalty: 3188.053955
	Iteration 34Q: 3 clusters Score -1573172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1573170.875000 Penalty: 3188.053955
	Iteration 35Q: 3 clusters Score -1573171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1573173.625000 Penalty: 3188.053955
	Iteration 36Q: 3 clusters Score -1573174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1573173.375000 Penalty: 3188.053955
	Iteration 37Q: 3 clusters Score -1573173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1573172.125000 Penalty: 3188.053955
	Iteration 38Q: 3 clusters Score -1573172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1573173.250000 Penalty: 3188.053955
	Iteration 39Q: 3 clusters Score -1573173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1573176.375000 Penalty: 3188.053955
	Iteration 40F: 3 clusters Score -1573176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1573176.125000 Penalty: 3188.053955
	Iteration 41Q: 3 clusters Score -1573176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1573176.750000 Penalty: 3188.053955
	Iteration 42Q: 3 clusters Score -1573177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1573178.750000 Penalty: 3188.053955
	Iteration 43Q: 3 clusters Score -1573179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1573181.625000 Penalty: 3188.053955
	Iteration 44Q: 3 clusters Score -1573182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1573181.500000 Penalty: 3188.053955
	Iteration 45Q: 3 clusters Score -1573182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1573184.250000 Penalty: 3188.053955
	Iteration 46Q: 3 clusters Score -1573184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1573184.875000 Penalty: 3188.053955
	Iteration 47Q: 3 clusters Score -1573185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1573183.875000 Penalty: 3188.053955
	Iteration 48Q: 3 clusters Score -1573184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1573186.625000 Penalty: 3188.053955
	Iteration 49Q: 3 clusters Score -1573187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1573185.250000 Penalty: 3188.053955
	Iteration 50Q: 3 clusters Score -1573185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1573186.125000 Penalty: 3188.053955
	Iteration 51Q: 3 clusters Score -1573186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1573186.250000 Penalty: 3188.053955
	Iteration 52Q: 3 clusters Score -1573186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1573185.500000 Penalty: 3188.053955
	Iteration 53Q: 3 clusters Score -1573186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1573185.375000 Penalty: 3188.053955
	Iteration 54Q: 3 clusters Score -1573185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1573186.875000 Penalty: 3188.053955
	Iteration 55Q: 3 clusters Score -1573187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1573186.875000 Penalty: 3188.053955
	Iteration 56F: 3 clusters Score -1573187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Entering Unmasked Estep 
Score: -2405330.500000 Penalty: 1664.665283
	Iteration 0F: 2 clusters Score -2405330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2386425.500000 Penalty: 3329.330566
	Iteration 0F: 3 clusters Score -2386426 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2393499.000000 Penalty: 3329.330566
	Iteration 1F: 3 clusters Score -2393499 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2393865.750000 Penalty: 3329.330566
	Iteration 2Q: 3 clusters Score -2393866 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2394190.000000 Penalty: 3329.330566
	Iteration 3Q: 3 clusters Score -2394190 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2394456.500000 Penalty: 3329.330566
	Iteration 4Q: 3 clusters Score -2394456 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2394731.250000 Penalty: 3329.330566
	Iteration 5Q: 3 clusters Score -2394731 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2395034.250000 Penalty: 3329.330566
	Iteration 6Q: 3 clusters Score -2395034 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2395367.000000 Penalty: 3329.330566
	Iteration 7Q: 3 clusters Score -2395367 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2395732.500000 Penalty: 3329.330566
	Iteration 8Q: 3 clusters Score -2395732 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2396121.750000 Penalty: 3329.330566
	Iteration 9Q: 3 clusters Score -2396122 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2396507.750000 Penalty: 3329.330566
	Iteration 10Q: 3 clusters Score -2396508 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2396877.500000 Penalty: 3329.330566
	Iteration 11Q: 3 clusters Score -2396878 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2397277.500000 Penalty: 3329.330566
	Iteration 12Q: 3 clusters Score -2397278 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2397744.250000 Penalty: 3329.330566
	Iteration 13Q: 3 clusters Score -2397744 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2398261.000000 Penalty: 3329.330566
	Iteration 14Q: 3 clusters Score -2398261 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2398652.000000 Penalty: 3329.330566
	Iteration 15Q: 3 clusters Score -2398652 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2398939.250000 Penalty: 3329.330566
	Iteration 16Q: 3 clusters Score -2398939 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2399099.250000 Penalty: 3329.330566
	Iteration 17Q: 3 clusters Score -2399099 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2399204.250000 Penalty: 3329.330566
	Iteration 18Q: 3 clusters Score -2399204 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2399272.750000 Penalty: 3329.330566
	Iteration 19Q: 3 clusters Score -2399273 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2399345.000000 Penalty: 3329.330566
	Iteration 20F: 3 clusters Score -2399345 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2399422.500000 Penalty: 3329.330566
	Iteration 21Q: 3 clusters Score -2399422 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2399508.750000 Penalty: 3329.330566
	Iteration 22Q: 3 clusters Score -2399509 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2399617.750000 Penalty: 3329.330566
	Iteration 23Q: 3 clusters Score -2399618 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2399734.750000 Penalty: 3329.330566
	Iteration 24Q: 3 clusters Score -2399735 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2399851.000000 Penalty: 3329.330566
	Iteration 25Q: 3 clusters Score -2399851 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2399958.750000 Penalty: 3329.330566
	Iteration 26Q: 3 clusters Score -2399959 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2400081.250000 Penalty: 3329.330566
	Iteration 27Q: 3 clusters Score -2400081 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2400211.750000 Penalty: 3329.330566
	Iteration 28Q: 3 clusters Score -2400212 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2400340.250000 Penalty: 3329.330566
	Iteration 29Q: 3 clusters Score -2400340 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2400488.250000 Penalty: 3329.330566
	Iteration 30Q: 3 clusters Score -2400488 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2400674.750000 Penalty: 3329.330566
	Iteration 31Q: 3 clusters Score -2400675 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2400873.250000 Penalty: 3329.330566
	Iteration 32Q: 3 clusters Score -2400873 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2401048.000000 Penalty: 3329.330566
	Iteration 33Q: 3 clusters Score -2401048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2401249.000000 Penalty: 3329.330566
	Iteration 34Q: 3 clusters Score -2401249 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2401482.750000 Penalty: 3329.330566
	Iteration 35Q: 3 clusters Score -2401483 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2401730.500000 Penalty: 3329.330566
	Iteration 36Q: 3 clusters Score -2401730 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2401986.250000 Penalty: 3329.330566
	Iteration 37Q: 3 clusters Score -2401986 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2402269.750000 Penalty: 3329.330566
	Iteration 38Q: 3 clusters Score -2402270 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2402526.750000 Penalty: 3329.330566
	Iteration 39Q: 3 clusters Score -2402527 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2402765.250000 Penalty: 3329.330566
	Iteration 40F: 3 clusters Score -2402765 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2403011.250000 Penalty: 3329.330566
	Iteration 41Q: 3 clusters Score -2403011 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2403203.500000 Penalty: 3329.330566
	Iteration 42Q: 3 clusters Score -2403204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -2403355.000000 Penalty: 3329.330566
	Iteration 43Q: 3 clusters Score -2403355 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2403495.250000 Penalty: 3329.330566
	Iteration 44Q: 3 clusters Score -2403495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2403597.500000 Penalty: 3329.330566
	Iteration 45Q: 3 clusters Score -2403598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2403661.000000 Penalty: 3329.330566
	Iteration 46Q: 3 clusters Score -2403661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2403710.500000 Penalty: 3329.330566
	Iteration 47Q: 3 clusters Score -2403710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2403752.750000 Penalty: 3329.330566
	Iteration 48Q: 3 clusters Score -2403753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -2403774.750000 Penalty: 3329.330566
	Iteration 49Q: 3 clusters Score -2403775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -2403795.750000 Penalty: 3329.330566
	Iteration 50Q: 3 clusters Score -2403796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2403808.500000 Penalty: 3329.330566
	Iteration 51Q: 3 clusters Score -2403808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -2403819.750000 Penalty: 3329.330566
	Iteration 52Q: 3 clusters Score -2403820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2403824.500000 Penalty: 3329.330566
	Iteration 53Q: 3 clusters Score -2403824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2403830.250000 Penalty: 3329.330566
	Iteration 54Q: 3 clusters Score -2403830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -2403834.250000 Penalty: 3329.330566
	Iteration 55Q: 3 clusters Score -2403834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2403843.250000 Penalty: 3329.330566
	Iteration 56Q: 3 clusters Score -2403843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2403849.250000 Penalty: 3329.330566
	Iteration 57Q: 3 clusters Score -2403849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -2403855.000000 Penalty: 3329.330566
	Iteration 58Q: 3 clusters Score -2403855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -2403858.750000 Penalty: 3329.330566
	Iteration 59Q: 3 clusters Score -2403859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -2403860.000000 Penalty: 3329.330566
	Iteration 60F: 3 clusters Score -2403860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2403858.750000 Penalty: 3329.330566
	Iteration 61Q: 3 clusters Score -2403859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2403860.500000 Penalty: 3329.330566
	Iteration 62Q: 3 clusters Score -2403860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2403863.250000 Penalty: 3329.330566
	Iteration 63Q: 3 clusters Score -2403863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2403863.250000 Penalty: 3329.330566
	Iteration 64F: 3 clusters Score -2403863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -410142.750000 Penalty: 1377.511963
	Iteration 0F: 2 clusters Score -410142.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -406266.187500 Penalty: 2755.023926
	Iteration 0F: 3 clusters Score -406266.2 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -407341.093750 Penalty: 2755.023926
	Iteration 1F: 3 clusters Score -407341.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -407575.500000 Penalty: 2755.023926
	Iteration 2F: 3 clusters Score -407575.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -407755.750000 Penalty: 2755.023926
	Iteration 3F: 3 clusters Score -407755.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -407913.593750 Penalty: 2755.023926
	Iteration 4F: 3 clusters Score -407913.6 nChanged 224
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: -408046.968750 Penalty: 2755.023926
	Iteration 5Q: 3 clusters Score -408047 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -408159.875000 Penalty: 2755.023926
	Iteration 6Q: 3 clusters Score -408159.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -408276.281250 Penalty: 2755.023926
	Iteration 7Q: 3 clusters Score -408276.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -408391.468750 Penalty: 2755.023926
	Iteration 8Q: 3 clusters Score -408391.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -408487.250000 Penalty: 2755.023926
	Iteration 9Q: 3 clusters Score -408487.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -408551.093750 Penalty: 2755.023926
	Iteration 10Q: 3 clusters Score -408551.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -408619.718750 Penalty: 2755.023926
	Iteration 11Q: 3 clusters Score -408619.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -408687.562500 Penalty: 2755.023926
	Iteration 12Q: 3 clusters Score -408687.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -408751.218750 Penalty: 2755.023926
	Iteration 13Q: 3 clusters Score -408751.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -408824.625000 Penalty: 2755.023926
	Iteration 14Q: 3 clusters Score -408824.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -408902.593750 Penalty: 2755.023926
	Iteration 15Q: 3 clusters Score -408902.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -408954.812500 Penalty: 2755.023926
	Iteration 16Q: 3 clusters Score -408954.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -408988.750000 Penalty: 2755.023926
	Iteration 17Q: 3 clusters Score -408988.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -409009.968750 Penalty: 2755.023926
	Iteration 18Q: 3 clusters Score -409010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -409023.750000 Penalty: 2755.023926
	Iteration 19Q: 3 clusters Score -409023.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -409036.375000 Penalty: 2755.023926
	Iteration 20F: 3 clusters Score -409036.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -409051.843750 Penalty: 2755.023926
	Iteration 21Q: 3 clusters Score -409051.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -409065.906250 Penalty: 2755.023926
	Iteration 22Q: 3 clusters Score -409065.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -409073.218750 Penalty: 2755.023926
	Iteration 23Q: 3 clusters Score -409073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -409079.593750 Penalty: 2755.023926
	Iteration 24Q: 3 clusters Score -409079.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -409081.968750 Penalty: 2755.023926
	Iteration 25Q: 3 clusters Score -409082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -409084.750000 Penalty: 2755.023926
	Iteration 26Q: 3 clusters Score -409084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -409087.062500 Penalty: 2755.023926
	Iteration 27Q: 3 clusters Score -409087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -409089.625000 Penalty: 2755.023926
	Iteration 28Q: 3 clusters Score -409089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -409090.906250 Penalty: 2755.023926
	Iteration 29Q: 3 clusters Score -409090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -409091.593750 Penalty: 2755.023926
	Iteration 30Q: 3 clusters Score -409091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -409092.000000 Penalty: 2755.023926
	Iteration 31Q: 3 clusters Score -409092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -409092.000000 Penalty: 2755.023926
	Iteration 32F: 3 clusters Score -409092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -85970.203125 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -85970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84462.609375 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -84462.61 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84785.398438 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -84785.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84897.437500 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -84897.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84966.140625 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -84966.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85002.664062 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -85002.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85040.515625 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -85040.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85070.015625 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -85070.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85087.718750 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -85087.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85100.960938 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -85100.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85120.570312 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -85120.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85136.773438 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -85136.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85149.367188 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -85149.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85158.679688 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -85158.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85162.656250 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -85162.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85170.203125 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -85170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85177.593750 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -85177.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85189.460938 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -85189.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85202.218750 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -85202.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85211.523438 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -85211.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85217.617188 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -85217.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85226.914062 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -85226.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85233.523438 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -85233.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85234.898438 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -85234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85235.406250 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -85235.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85237.757812 Penalty: 2279.230225
	Iteration 24Q: 3 clusters Score -85237.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85237.757812 Penalty: 2279.230225
	Iteration 25F: 3 clusters Score -85237.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -86838.335938 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -86838.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85375.929688 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -85375.93 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85651.117188 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -85651.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85719.945312 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -85719.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85787.835938 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -85787.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85863.375000 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -85863.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85917.171875 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -85917.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85968.476562 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -85968.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86017.226562 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -86017.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86059.500000 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -86059.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86103.539062 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -86103.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86121.468750 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -86121.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86150.687500 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -86150.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86172.750000 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -86172.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86189.414062 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -86189.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86196.367188 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -86196.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86199.546875 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -86199.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86203.078125 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -86203.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86204.265625 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -86204.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86204.265625 Penalty: 2268.826904
	Iteration 18F: 3 clusters Score -86204.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -316776.875000 Penalty: 1340.002930
	Iteration 0F: 2 clusters Score -316776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -313617.156250 Penalty: 2680.005859
	Iteration 0F: 3 clusters Score -313617.2 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -314668.343750 Penalty: 2680.005859
	Iteration 1F: 3 clusters Score -314668.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -315085.093750 Penalty: 2680.005859
	Iteration 2F: 3 clusters Score -315085.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315414.062500 Penalty: 2680.005859
	Iteration 3F: 3 clusters Score -315414.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315612.875000 Penalty: 2680.005859
	Iteration 4F: 3 clusters Score -315612.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -315761.968750 Penalty: 2680.005859
	Iteration 5F: 3 clusters Score -315762 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -315860.187500 Penalty: 2680.005859
	Iteration 6Q: 3 clusters Score -315860.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -315926.718750 Penalty: 2680.005859
	Iteration 7Q: 3 clusters Score -315926.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -315972.812500 Penalty: 2680.005859
	Iteration 8Q: 3 clusters Score -315972.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -316007.781250 Penalty: 2680.005859
	Iteration 9Q: 3 clusters Score -316007.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -316041.937500 Penalty: 2680.005859
	Iteration 10Q: 3 clusters Score -316041.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -316083.593750 Penalty: 2680.005859
	Iteration 11Q: 3 clusters Score -316083.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -316119.281250 Penalty: 2680.005859
	Iteration 12Q: 3 clusters Score -316119.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -316142.250000 Penalty: 2680.005859
	Iteration 13Q: 3 clusters Score -316142.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -316167.093750 Penalty: 2680.005859
	Iteration 14Q: 3 clusters Score -316167.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -316195.093750 Penalty: 2680.005859
	Iteration 15Q: 3 clusters Score -316195.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -316218.781250 Penalty: 2680.005859
	Iteration 16Q: 3 clusters Score -316218.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -316235.781250 Penalty: 2680.005859
	Iteration 17Q: 3 clusters Score -316235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -316248.968750 Penalty: 2680.005859
	Iteration 18Q: 3 clusters Score -316249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -316260.968750 Penalty: 2680.005859
	Iteration 19Q: 3 clusters Score -316261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -316269.843750 Penalty: 2680.005859
	Iteration 20F: 3 clusters Score -316269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -316276.093750 Penalty: 2680.005859
	Iteration 21Q: 3 clusters Score -316276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -316281.812500 Penalty: 2680.005859
	Iteration 22Q: 3 clusters Score -316281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -316284.375000 Penalty: 2680.005859
	Iteration 23Q: 3 clusters Score -316284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -316286.781250 Penalty: 2680.005859
	Iteration 24Q: 3 clusters Score -316286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -316287.812500 Penalty: 2680.005859
	Iteration 25Q: 3 clusters Score -316287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -316288.718750 Penalty: 2680.005859
	Iteration 26Q: 3 clusters Score -316288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -316294.281250 Penalty: 2680.005859
	Iteration 27Q: 3 clusters Score -316294.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -316298.875000 Penalty: 2680.005859
	Iteration 28Q: 3 clusters Score -316298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -316302.093750 Penalty: 2680.005859
	Iteration 29Q: 3 clusters Score -316302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -316306.437500 Penalty: 2680.005859
	Iteration 30Q: 3 clusters Score -316306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -316309.781250 Penalty: 2680.005859
	Iteration 31Q: 3 clusters Score -316309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -316314.375000 Penalty: 2680.005859
	Iteration 32Q: 3 clusters Score -316314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -316320.781250 Penalty: 2680.005859
	Iteration 33Q: 3 clusters Score -316320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -316325.750000 Penalty: 2680.005859
	Iteration 34Q: 3 clusters Score -316325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -316335.562500 Penalty: 2680.005859
	Iteration 35Q: 3 clusters Score -316335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -316340.656250 Penalty: 2680.005859
	Iteration 36Q: 3 clusters Score -316340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -316343.718750 Penalty: 2680.005859
	Iteration 37Q: 3 clusters Score -316343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -316345.468750 Penalty: 2680.005859
	Iteration 38Q: 3 clusters Score -316345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -316353.593750 Penalty: 2680.005859
	Iteration 39Q: 3 clusters Score -316353.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -316364.031250 Penalty: 2680.005859
	Iteration 40F: 3 clusters Score -316364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -316370.062500 Penalty: 2680.005859
	Iteration 41Q: 3 clusters Score -316370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -316376.375000 Penalty: 2680.005859
	Iteration 42Q: 3 clusters Score -316376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -316381.218750 Penalty: 2680.005859
	Iteration 43Q: 3 clusters Score -316381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -316382.500000 Penalty: 2680.005859
	Iteration 44Q: 3 clusters Score -316382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -316384.093750 Penalty: 2680.005859
	Iteration 45Q: 3 clusters Score -316384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -316384.218750 Penalty: 2680.005859
	Iteration 46Q: 3 clusters Score -316384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -316384.562500 Penalty: 2680.005859
	Iteration 47Q: 3 clusters Score -316384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -316385.062500 Penalty: 2680.005859
	Iteration 48Q: 3 clusters Score -316385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -316385.062500 Penalty: 2680.005859
	Iteration 49F: 3 clusters Score -316385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -170671.062500 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -170671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168552.062500 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -168552.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -169000.312500 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -169000.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -169113.984375 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -169114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -169202.000000 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -169202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -169269.890625 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -169269.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -169322.562500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -169322.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -169370.265625 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -169370.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -169409.546875 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -169409.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -169438.390625 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -169438.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169462.046875 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -169462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169488.328125 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -169488.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -169506.343750 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -169506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -169525.312500 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -169525.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169542.203125 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -169542.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169563.484375 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -169563.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169588.343750 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -169588.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -169614.921875 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -169614.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169640.015625 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -169640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169662.093750 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -169662.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -169683.578125 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -169683.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -169699.765625 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -169699.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -169712.546875 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -169712.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169723.375000 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -169723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169731.984375 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -169732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169741.859375 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -169741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -169753.984375 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -169754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169763.718750 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -169763.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169769.046875 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -169769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -169772.546875 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -169772.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -169774.656250 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -169774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -169775.171875 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -169775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169775.687500 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -169775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -169776.500000 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -169776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169781.468750 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -169781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -169785.515625 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -169785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169791.046875 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -169791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169796.781250 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -169796.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169803.640625 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -169803.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -169811.328125 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -169811.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169817.437500 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -169817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169821.171875 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -169821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169826.312500 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -169826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169830.734375 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -169830.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -169838.531250 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -169838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -169845.625000 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -169845.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169857.484375 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -169857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -169870.406250 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -169870.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -169880.234375 Penalty: 2478.001221
	Iteration 47Q: 3 clusters Score -169880.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169894.078125 Penalty: 2478.001221
	Iteration 48Q: 3 clusters Score -169894.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -169917.140625 Penalty: 2478.001221
	Iteration 49Q: 3 clusters Score -169917.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -169935.937500 Penalty: 2478.001221
	Iteration 50Q: 3 clusters Score -169935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -169950.359375 Penalty: 2478.001221
	Iteration 51Q: 3 clusters Score -169950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -169963.687500 Penalty: 2478.001221
	Iteration 52Q: 3 clusters Score -169963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169973.640625 Penalty: 2478.001221
	Iteration 53Q: 3 clusters Score -169973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169979.625000 Penalty: 2478.001221
	Iteration 54Q: 3 clusters Score -169979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -169984.578125 Penalty: 2478.001221
	Iteration 55Q: 3 clusters Score -169984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -169986.375000 Penalty: 2478.001221
	Iteration 56Q: 3 clusters Score -169986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -169987.906250 Penalty: 2478.001221
	Iteration 57Q: 3 clusters Score -169987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -169989.140625 Penalty: 2478.001221
	Iteration 58Q: 3 clusters Score -169989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -169990.046875 Penalty: 2478.001221
	Iteration 59Q: 3 clusters Score -169990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -169990.515625 Penalty: 2478.001221
	Iteration 60F: 3 clusters Score -169990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -169991.250000 Penalty: 2478.001221
	Iteration 61Q: 3 clusters Score -169991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -169992.562500 Penalty: 2478.001221
	Iteration 62Q: 3 clusters Score -169992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -169993.593750 Penalty: 2478.001221
	Iteration 63Q: 3 clusters Score -169993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -169995.640625 Penalty: 2478.001221
	Iteration 64Q: 3 clusters Score -169995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -169999.140625 Penalty: 2478.001221
	Iteration 65Q: 3 clusters Score -169999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170001.937500 Penalty: 2478.001221
	Iteration 66Q: 3 clusters Score -170001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -170004.093750 Penalty: 2478.001221
	Iteration 67Q: 3 clusters Score -170004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170005.890625 Penalty: 2478.001221
	Iteration 68Q: 3 clusters Score -170005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -170007.578125 Penalty: 2478.001221
	Iteration 69Q: 3 clusters Score -170007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -170007.890625 Penalty: 2478.001221
	Iteration 70Q: 3 clusters Score -170007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -170010.625000 Penalty: 2478.001221
	Iteration 71Q: 3 clusters Score -170010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -170011.906250 Penalty: 2478.001221
	Iteration 72Q: 3 clusters Score -170011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -170014.093750 Penalty: 2478.001221
	Iteration 73Q: 3 clusters Score -170014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170014.890625 Penalty: 2478.001221
	Iteration 74Q: 3 clusters Score -170014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170014.890625 Penalty: 2478.001221
	Iteration 75F: 3 clusters Score -170014.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -52058.601562 Penalty: 1081.718018
	Iteration 0F: 2 clusters Score -52058.6 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 379 members 
Entering Unmasked Estep 
Score: -50846.132812 Penalty: 2163.436035
	Iteration 0F: 3 clusters Score -50846.13 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51192.304688 Penalty: 2163.436035
	Iteration 1F: 3 clusters Score -51192.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -51365.226562 Penalty: 2163.436035
	Iteration 2F: 3 clusters Score -51365.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51528.363281 Penalty: 2163.436035
	Iteration 3F: 3 clusters Score -51528.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51663.121094 Penalty: 2163.436035
	Iteration 4F: 3 clusters Score -51663.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51801.871094 Penalty: 2163.436035
	Iteration 5F: 3 clusters Score -51801.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -51920.953125 Penalty: 2163.436035
	Iteration 6F: 3 clusters Score -51920.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -52062.347656 Penalty: 2163.436035
	Iteration 7Q: 3 clusters Score -52062.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52201.996094 Penalty: 2163.436035
	Iteration 8Q: 3 clusters Score -52202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52262.613281 Penalty: 2163.436035
	Iteration 9Q: 3 clusters Score -52262.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52272.410156 Penalty: 2163.436035
	Iteration 10Q: 3 clusters Score -52272.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52280.996094 Penalty: 2163.436035
	Iteration 11Q: 3 clusters Score -52281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52287.078125 Penalty: 2163.436035
	Iteration 12Q: 3 clusters Score -52287.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -52293.968750 Penalty: 2163.436035
	Iteration 13Q: 3 clusters Score -52293.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -52295.117188 Penalty: 2163.436035
	Iteration 14Q: 3 clusters Score -52295.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -52295.117188 Penalty: 2163.436035
	Iteration 15F: 3 clusters Score -52295.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 76401 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 98138 members 
Mstep: Class 11 contains 82214 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 47459 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 133597 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 20 contains 17592 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 173412 members 
Mstep: Class 23 contains 18204 members 
Mstep: Class 24 contains 28116 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 2048 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 28918 members 
Mstep: Class 33 contains 2611 members 
Mstep: Class 34 contains 464 members 
Entering Unmasked Estep 
Score: -76323040.000000 Penalty: 75720.648438
Splitting cluster 30 changes total score from -76323888.000000 to -76323040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -540735.812500 Penalty: 1423.573608
	Iteration 0F: 2 clusters Score -540735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -535895.375000 Penalty: 2847.147217
	Iteration 0F: 3 clusters Score -535895.4 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -537413.312500 Penalty: 2847.147217
	Iteration 1F: 3 clusters Score -537413.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -537643.562500 Penalty: 2847.147217
	Iteration 2F: 3 clusters Score -537643.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -537808.750000 Penalty: 2847.147217
	Iteration 3F: 3 clusters Score -537808.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -537913.000000 Penalty: 2847.147217
	Iteration 4Q: 3 clusters Score -537913 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -538020.375000 Penalty: 2847.147217
	Iteration 5Q: 3 clusters Score -538020.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -538111.562500 Penalty: 2847.147217
	Iteration 6Q: 3 clusters Score -538111.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -538226.000000 Penalty: 2847.147217
	Iteration 7Q: 3 clusters Score -538226 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -538371.062500 Penalty: 2847.147217
	Iteration 8Q: 3 clusters Score -538371.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -538521.125000 Penalty: 2847.147217
	Iteration 9Q: 3 clusters Score -538521.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -538649.562500 Penalty: 2847.147217
	Iteration 10Q: 3 clusters Score -538649.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -538776.625000 Penalty: 2847.147217
	Iteration 11Q: 3 clusters Score -538776.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -538907.500000 Penalty: 2847.147217
	Iteration 12Q: 3 clusters Score -538907.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -539054.812500 Penalty: 2847.147217
	Iteration 13Q: 3 clusters Score -539054.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -539169.375000 Penalty: 2847.147217
	Iteration 14Q: 3 clusters Score -539169.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -539259.375000 Penalty: 2847.147217
	Iteration 15Q: 3 clusters Score -539259.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -539346.437500 Penalty: 2847.147217
	Iteration 16Q: 3 clusters Score -539346.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -539435.875000 Penalty: 2847.147217
	Iteration 17Q: 3 clusters Score -539435.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -539510.312500 Penalty: 2847.147217
	Iteration 18Q: 3 clusters Score -539510.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -539549.750000 Penalty: 2847.147217
	Iteration 19Q: 3 clusters Score -539549.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -539580.375000 Penalty: 2847.147217
	Iteration 20F: 3 clusters Score -539580.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -539603.250000 Penalty: 2847.147217
	Iteration 21Q: 3 clusters Score -539603.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -539628.125000 Penalty: 2847.147217
	Iteration 22Q: 3 clusters Score -539628.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -539652.000000 Penalty: 2847.147217
	Iteration 23Q: 3 clusters Score -539652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -539665.312500 Penalty: 2847.147217
	Iteration 24Q: 3 clusters Score -539665.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -539680.312500 Penalty: 2847.147217
	Iteration 25Q: 3 clusters Score -539680.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -539692.250000 Penalty: 2847.147217
	Iteration 26Q: 3 clusters Score -539692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -539698.625000 Penalty: 2847.147217
	Iteration 27Q: 3 clusters Score -539698.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -539706.625000 Penalty: 2847.147217
	Iteration 28Q: 3 clusters Score -539706.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -539713.312500 Penalty: 2847.147217
	Iteration 29Q: 3 clusters Score -539713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -539717.687500 Penalty: 2847.147217
	Iteration 30Q: 3 clusters Score -539717.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -539723.375000 Penalty: 2847.147217
	Iteration 31Q: 3 clusters Score -539723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -539730.250000 Penalty: 2847.147217
	Iteration 32Q: 3 clusters Score -539730.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -539739.687500 Penalty: 2847.147217
	Iteration 33Q: 3 clusters Score -539739.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -539752.812500 Penalty: 2847.147217
	Iteration 34Q: 3 clusters Score -539752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -539760.625000 Penalty: 2847.147217
	Iteration 35Q: 3 clusters Score -539760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -539768.437500 Penalty: 2847.147217
	Iteration 36Q: 3 clusters Score -539768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -539772.187500 Penalty: 2847.147217
	Iteration 37Q: 3 clusters Score -539772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -539775.812500 Penalty: 2847.147217
	Iteration 38Q: 3 clusters Score -539775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -539776.000000 Penalty: 2847.147217
	Iteration 39Q: 3 clusters Score -539776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -539776.750000 Penalty: 2847.147217
	Iteration 40F: 3 clusters Score -539776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -539776.625000 Penalty: 2847.147217
	Iteration 41Q: 3 clusters Score -539776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -539777.437500 Penalty: 2847.147217
	Iteration 42Q: 3 clusters Score -539777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -539777.062500 Penalty: 2847.147217
	Iteration 43Q: 3 clusters Score -539777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -539777.562500 Penalty: 2847.147217
	Iteration 44Q: 3 clusters Score -539777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -539778.562500 Penalty: 2847.147217
	Iteration 45Q: 3 clusters Score -539778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -539778.937500 Penalty: 2847.147217
	Iteration 46Q: 3 clusters Score -539778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -539779.187500 Penalty: 2847.147217
	Iteration 47Q: 3 clusters Score -539779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -539778.625000 Penalty: 2847.147217
	Iteration 48Q: 3 clusters Score -539778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -539778.875000 Penalty: 2847.147217
	Iteration 49Q: 3 clusters Score -539778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -539778.875000 Penalty: 2847.147217
	Iteration 50F: 3 clusters Score -539778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Entering Unmasked Estep 
Score: -2528545.000000 Penalty: 1669.235718
	Iteration 0F: 2 clusters Score -2528545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2509126.500000 Penalty: 3338.471436
	Iteration 0F: 3 clusters Score -2509126 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2516384.000000 Penalty: 3338.471436
	Iteration 1F: 3 clusters Score -2516384 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2516787.500000 Penalty: 3338.471436
	Iteration 2Q: 3 clusters Score -2516788 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2517182.500000 Penalty: 3338.471436
	Iteration 3Q: 3 clusters Score -2517182 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2517663.000000 Penalty: 3338.471436
	Iteration 4Q: 3 clusters Score -2517663 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2518452.500000 Penalty: 3338.471436
	Iteration 5F: 3 clusters Score -2518452 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2519745.250000 Penalty: 3338.471436
	Iteration 6F: 3 clusters Score -2519745 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2521639.000000 Penalty: 3338.471436
	Iteration 7F: 3 clusters Score -2521639 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2523812.750000 Penalty: 3338.471436
	Iteration 8F: 3 clusters Score -2523813 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2525523.000000 Penalty: 3338.471436
	Iteration 9F: 3 clusters Score -2525523 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2526428.500000 Penalty: 3338.471436
	Iteration 10Q: 3 clusters Score -2526428 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2526811.750000 Penalty: 3338.471436
	Iteration 11Q: 3 clusters Score -2526812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2526934.250000 Penalty: 3338.471436
	Iteration 12Q: 3 clusters Score -2526934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2526995.000000 Penalty: 3338.471436
	Iteration 13Q: 3 clusters Score -2526995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2527029.500000 Penalty: 3338.471436
	Iteration 14Q: 3 clusters Score -2527030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2527048.750000 Penalty: 3338.471436
	Iteration 15Q: 3 clusters Score -2527049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2527063.750000 Penalty: 3338.471436
	Iteration 16Q: 3 clusters Score -2527064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2527072.250000 Penalty: 3338.471436
	Iteration 17Q: 3 clusters Score -2527072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2527078.500000 Penalty: 3338.471436
	Iteration 18Q: 3 clusters Score -2527078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2527084.500000 Penalty: 3338.471436
	Iteration 19Q: 3 clusters Score -2527084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2527088.500000 Penalty: 3338.471436
	Iteration 20F: 3 clusters Score -2527088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2527093.000000 Penalty: 3338.471436
	Iteration 21Q: 3 clusters Score -2527093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2527098.000000 Penalty: 3338.471436
	Iteration 22Q: 3 clusters Score -2527098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2527097.250000 Penalty: 3338.471436
	Iteration 23Q: 3 clusters Score -2527097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2527100.250000 Penalty: 3338.471436
	Iteration 24Q: 3 clusters Score -2527100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2527100.250000 Penalty: 3338.471436
	Iteration 25F: 3 clusters Score -2527100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -198549.546875 Penalty: 1278.466919
	Iteration 0F: 2 clusters Score -198549.5 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 1253 members 
Entering Unmasked Estep 
Score: -196047.078125 Penalty: 2556.933838
	Iteration 0F: 3 clusters Score -196047.1 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -196645.468750 Penalty: 2556.933838
	Iteration 1F: 3 clusters Score -196645.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -196793.390625 Penalty: 2556.933838
	Iteration 2F: 3 clusters Score -196793.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -196878.968750 Penalty: 2556.933838
	Iteration 3Q: 3 clusters Score -196879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -196955.609375 Penalty: 2556.933838
	Iteration 4Q: 3 clusters Score -196955.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -197011.640625 Penalty: 2556.933838
	Iteration 5Q: 3 clusters Score -197011.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -197057.640625 Penalty: 2556.933838
	Iteration 6Q: 3 clusters Score -197057.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -197100.843750 Penalty: 2556.933838
	Iteration 7Q: 3 clusters Score -197100.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197141.406250 Penalty: 2556.933838
	Iteration 8Q: 3 clusters Score -197141.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -197185.234375 Penalty: 2556.933838
	Iteration 9Q: 3 clusters Score -197185.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -197214.078125 Penalty: 2556.933838
	Iteration 10Q: 3 clusters Score -197214.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197238.125000 Penalty: 2556.933838
	Iteration 11Q: 3 clusters Score -197238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -197259.265625 Penalty: 2556.933838
	Iteration 12Q: 3 clusters Score -197259.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -197277.515625 Penalty: 2556.933838
	Iteration 13Q: 3 clusters Score -197277.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -197295.343750 Penalty: 2556.933838
	Iteration 14Q: 3 clusters Score -197295.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -197305.640625 Penalty: 2556.933838
	Iteration 15Q: 3 clusters Score -197305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197311.296875 Penalty: 2556.933838
	Iteration 16Q: 3 clusters Score -197311.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -197319.468750 Penalty: 2556.933838
	Iteration 17Q: 3 clusters Score -197319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -197328.203125 Penalty: 2556.933838
	Iteration 18Q: 3 clusters Score -197328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197336.015625 Penalty: 2556.933838
	Iteration 19Q: 3 clusters Score -197336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -197343.625000 Penalty: 2556.933838
	Iteration 20F: 3 clusters Score -197343.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -197350.906250 Penalty: 2556.933838
	Iteration 21Q: 3 clusters Score -197350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -197355.406250 Penalty: 2556.933838
	Iteration 22Q: 3 clusters Score -197355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197362.015625 Penalty: 2556.933838
	Iteration 23Q: 3 clusters Score -197362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -197366.937500 Penalty: 2556.933838
	Iteration 24Q: 3 clusters Score -197366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197369.312500 Penalty: 2556.933838
	Iteration 25Q: 3 clusters Score -197369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -197371.125000 Penalty: 2556.933838
	Iteration 26Q: 3 clusters Score -197371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -197373.046875 Penalty: 2556.933838
	Iteration 27Q: 3 clusters Score -197373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -197375.875000 Penalty: 2556.933838
	Iteration 28Q: 3 clusters Score -197375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -197378.265625 Penalty: 2556.933838
	Iteration 29Q: 3 clusters Score -197378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197381.046875 Penalty: 2556.933838
	Iteration 30Q: 3 clusters Score -197381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -197383.656250 Penalty: 2556.933838
	Iteration 31Q: 3 clusters Score -197383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197383.750000 Penalty: 2556.933838
	Iteration 32Q: 3 clusters Score -197383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197384.750000 Penalty: 2556.933838
	Iteration 33Q: 3 clusters Score -197384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -197388.750000 Penalty: 2556.933838
	Iteration 34Q: 3 clusters Score -197388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -197394.765625 Penalty: 2556.933838
	Iteration 35Q: 3 clusters Score -197394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -197402.687500 Penalty: 2556.933838
	Iteration 36Q: 3 clusters Score -197402.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197410.281250 Penalty: 2556.933838
	Iteration 37Q: 3 clusters Score -197410.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -197420.640625 Penalty: 2556.933838
	Iteration 38Q: 3 clusters Score -197420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -197431.218750 Penalty: 2556.933838
	Iteration 39Q: 3 clusters Score -197431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -197445.078125 Penalty: 2556.933838
	Iteration 40F: 3 clusters Score -197445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -197459.156250 Penalty: 2556.933838
	Iteration 41Q: 3 clusters Score -197459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -197470.953125 Penalty: 2556.933838
	Iteration 42Q: 3 clusters Score -197471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -197474.531250 Penalty: 2556.933838
	Iteration 43Q: 3 clusters Score -197474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -197479.921875 Penalty: 2556.933838
	Iteration 44Q: 3 clusters Score -197479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -197486.656250 Penalty: 2556.933838
	Iteration 45Q: 3 clusters Score -197486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -197491.375000 Penalty: 2556.933838
	Iteration 46Q: 3 clusters Score -197491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -197499.640625 Penalty: 2556.933838
	Iteration 47Q: 3 clusters Score -197499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -197505.859375 Penalty: 2556.933838
	Iteration 48Q: 3 clusters Score -197505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -197510.203125 Penalty: 2556.933838
	Iteration 49Q: 3 clusters Score -197510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -197514.250000 Penalty: 2556.933838
	Iteration 50Q: 3 clusters Score -197514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -197514.828125 Penalty: 2556.933838
	Iteration 51Q: 3 clusters Score -197514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -197516.250000 Penalty: 2556.933838
	Iteration 52Q: 3 clusters Score -197516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -197518.578125 Penalty: 2556.933838
	Iteration 53Q: 3 clusters Score -197518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -197520.500000 Penalty: 2556.933838
	Iteration 54Q: 3 clusters Score -197520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -197522.281250 Penalty: 2556.933838
	Iteration 55Q: 3 clusters Score -197522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -197524.421875 Penalty: 2556.933838
	Iteration 56Q: 3 clusters Score -197524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -197525.625000 Penalty: 2556.933838
	Iteration 57Q: 3 clusters Score -197525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -197529.250000 Penalty: 2556.933838
	Iteration 58Q: 3 clusters Score -197529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -197534.468750 Penalty: 2556.933838
	Iteration 59Q: 3 clusters Score -197534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -197536.906250 Penalty: 2556.933838
	Iteration 60F: 3 clusters Score -197536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -197542.890625 Penalty: 2556.933838
	Iteration 61Q: 3 clusters Score -197542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -197551.343750 Penalty: 2556.933838
	Iteration 62Q: 3 clusters Score -197551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -197557.078125 Penalty: 2556.933838
	Iteration 63Q: 3 clusters Score -197557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -197564.156250 Penalty: 2556.933838
	Iteration 64Q: 3 clusters Score -197564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -197570.859375 Penalty: 2556.933838
	Iteration 65Q: 3 clusters Score -197570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -197575.984375 Penalty: 2556.933838
	Iteration 66Q: 3 clusters Score -197576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -197585.734375 Penalty: 2556.933838
	Iteration 67Q: 3 clusters Score -197585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -197594.203125 Penalty: 2556.933838
	Iteration 68Q: 3 clusters Score -197594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -197597.375000 Penalty: 2556.933838
	Iteration 69Q: 3 clusters Score -197597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -197599.500000 Penalty: 2556.933838
	Iteration 70Q: 3 clusters Score -197599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -197602.640625 Penalty: 2556.933838
	Iteration 71Q: 3 clusters Score -197602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -197608.234375 Penalty: 2556.933838
	Iteration 72Q: 3 clusters Score -197608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -197609.031250 Penalty: 2556.933838
	Iteration 73Q: 3 clusters Score -197609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -197609.031250 Penalty: 2556.933838
	Iteration 74F: 3 clusters Score -197609 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -227915984.000000 Penalty: 79384.882812
20->34 Clusters: Score -227915984.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 44927 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 44461 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 44790 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 44750 members 
Mstep: Class 9 contains 44920 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 44969 members 
Mstep: Class 12 contains 44964 members 
Mstep: Class 13 contains 44757 members 
Mstep: Class 14 contains 44985 members 
Mstep: Class 15 contains 44686 members 
Mstep: Class 16 contains 44541 members 
Mstep: Class 17 contains 45106 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 44921 members 
Mstep: Class 20 contains 44995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 462.811768 but Gain 2227.074219
Score: -71329632.000000 Penalty: 42314.480469
Iteration 0F: 20 clusters Score -7.132963e+07 nChanged 846455
Entering Unmasked Mstep 
Mstep: Class 0 contains 987 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 29556 members 
Mstep: Class 3 contains 101661 members 
Mstep: Class 5 contains 36886 members 
Mstep: Class 6 contains 26635 members 
Mstep: Class 7 contains 21103 members 
Mstep: Class 8 contains 50390 members 
Mstep: Class 9 contains 27250 members 
Mstep: Class 10 contains 18019 members 
Mstep: Class 11 contains 119132 members 
Mstep: Class 12 contains 40425 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 42250 members 
Mstep: Class 16 contains 102263 members 
Mstep: Class 17 contains 35975 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 26369 members 
Mstep: Class 20 contains 40234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74116592.000000 Penalty: 42314.480469
Iteration 1F: 20 clusters Score -7.411659e+07 nChanged 361971
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 22270 members 
Mstep: Class 3 contains 74590 members 
Mstep: Class 5 contains 28286 members 
Mstep: Class 6 contains 16515 members 
Mstep: Class 7 contains 14441 members 
Mstep: Class 8 contains 63138 members 
Mstep: Class 9 contains 24204 members 
Mstep: Class 10 contains 13841 members 
Mstep: Class 11 contains 183469 members 
Mstep: Class 12 contains 42446 members 
Mstep: Class 13 contains 20311 members 
Mstep: Class 14 contains 125180 members 
Mstep: Class 15 contains 26653 members 
Mstep: Class 16 contains 75990 members 
Mstep: Class 17 contains 31821 members 
Mstep: Class 18 contains 17249 members 
Mstep: Class 19 contains 17972 members 
Mstep: Class 20 contains 39176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74872456.000000 Penalty: 42314.480469
Iteration 2F: 20 clusters Score -7.487246e+07 nChanged 235664
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 23193 members 
Mstep: Class 3 contains 57538 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 10435 members 
Mstep: Class 7 contains 17222 members 
Mstep: Class 8 contains 61694 members 
Mstep: Class 9 contains 21500 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 218185 members 
Mstep: Class 12 contains 40845 members 
Mstep: Class 13 contains 20691 members 
Mstep: Class 14 contains 151561 members 
Mstep: Class 15 contains 15973 members 
Mstep: Class 16 contains 61687 members 
Mstep: Class 17 contains 25669 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 12586 members 
Mstep: Class 20 contains 44076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75222416.000000 Penalty: 42314.480469
Iteration 3F: 20 clusters Score -7.522242e+07 nChanged 179809
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 26129 members 
Mstep: Class 3 contains 52290 members 
Mstep: Class 5 contains 37022 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 21053 members 
Mstep: Class 8 contains 55167 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 242879 members 
Mstep: Class 12 contains 39522 members 
Mstep: Class 13 contains 21729 members 
Mstep: Class 14 contains 165996 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 48990 members 
Mstep: Class 17 contains 18395 members 
Mstep: Class 18 contains 25058 members 
Mstep: Class 19 contains 9820 members 
Mstep: Class 20 contains 44345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75450888.000000 Penalty: 42314.480469
Iteration 4F: 20 clusters Score -7.545089e+07 nChanged 145537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 28510 members 
Mstep: Class 3 contains 52448 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 24235 members 
Mstep: Class 8 contains 48448 members 
Mstep: Class 9 contains 24086 members 
Mstep: Class 10 contains 15680 members 
Mstep: Class 11 contains 261186 members 
Mstep: Class 12 contains 42636 members 
Mstep: Class 13 contains 23699 members 
Mstep: Class 14 contains 170568 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 17 contains 14272 members 
Mstep: Class 18 contains 35516 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 38679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75607912.000000 Penalty: 42314.480469
Iteration 5F: 20 clusters Score -7.560791e+07 nChanged 120931
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 29814 members 
Mstep: Class 3 contains 53129 members 
Mstep: Class 5 contains 32943 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 28020 members 
Mstep: Class 8 contains 42800 members 
Mstep: Class 9 contains 28693 members 
Mstep: Class 10 contains 16452 members 
Mstep: Class 11 contains 274597 members 
Mstep: Class 12 contains 49585 members 
Mstep: Class 13 contains 25644 members 
Mstep: Class 14 contains 166409 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 27885 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 47075 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 31307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75726048.000000 Penalty: 42314.480469
Iteration 6F: 20 clusters Score -7.572605e+07 nChanged 102579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 30071 members 
Mstep: Class 3 contains 53711 members 
Mstep: Class 5 contains 26680 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 31403 members 
Mstep: Class 8 contains 37413 members 
Mstep: Class 9 contains 36910 members 
Mstep: Class 10 contains 16730 members 
Mstep: Class 11 contains 282855 members 
Mstep: Class 12 contains 56977 members 
Mstep: Class 13 contains 26974 members 
Mstep: Class 14 contains 158601 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 20784 members 
Mstep: Class 17 contains 9893 members 
Mstep: Class 18 contains 58172 members 
Mstep: Class 19 contains 9046 members 
Mstep: Class 20 contains 24956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1820.488770 but Gain 2227.078125
Score: -75827008.000000 Penalty: 40087.402344
Iteration 7F: 19 clusters Score -7.582701e+07 nChanged 86115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 29572 members 
Mstep: Class 3 contains 54002 members 
Mstep: Class 5 contains 20935 members 
Mstep: Class 7 contains 33209 members 
Mstep: Class 8 contains 32102 members 
Mstep: Class 9 contains 47543 members 
Mstep: Class 10 contains 16455 members 
Mstep: Class 11 contains 286545 members 
Mstep: Class 12 contains 64056 members 
Mstep: Class 13 contains 27831 members 
Mstep: Class 14 contains 150559 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 16218 members 
Mstep: Class 17 contains 8233 members 
Mstep: Class 18 contains 68270 members 
Mstep: Class 19 contains 10191 members 
Mstep: Class 20 contains 20775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1671.444702 but Gain 2227.078125
Score: -75912992.000000 Penalty: 37860.324219
Iteration 8F: 18 clusters Score -7.591299e+07 nChanged 67066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 28720 members 
Mstep: Class 3 contains 53547 members 
Mstep: Class 5 contains 15946 members 
Mstep: Class 7 contains 33924 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 56763 members 
Mstep: Class 10 contains 15704 members 
Mstep: Class 11 contains 289367 members 
Mstep: Class 12 contains 71140 members 
Mstep: Class 13 contains 28744 members 
Mstep: Class 14 contains 142993 members 
Mstep: Class 15 contains 6046 members 
Mstep: Class 16 contains 13383 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 74895 members 
Mstep: Class 19 contains 11181 members 
Mstep: Class 20 contains 18615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75970672.000000 Penalty: 37860.324219
Iteration 9F: 18 clusters Score -7.597067e+07 nChanged 48689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 52495 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 7 contains 33957 members 
Mstep: Class 8 contains 23178 members 
Mstep: Class 9 contains 62984 members 
Mstep: Class 10 contains 14676 members 
Mstep: Class 11 contains 291064 members 
Mstep: Class 12 contains 77469 members 
Mstep: Class 13 contains 29288 members 
Mstep: Class 14 contains 137065 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 79468 members 
Mstep: Class 19 contains 11772 members 
Mstep: Class 20 contains 18017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76007016.000000 Penalty: 37860.324219
Iteration 10F: 18 clusters Score -7.600702e+07 nChanged 36566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 26491 members 
Mstep: Class 3 contains 51558 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 7 contains 33768 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 67092 members 
Mstep: Class 10 contains 13547 members 
Mstep: Class 11 contains 292010 members 
Mstep: Class 12 contains 83375 members 
Mstep: Class 13 contains 29546 members 
Mstep: Class 14 contains 132816 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 82886 members 
Mstep: Class 19 contains 12128 members 
Mstep: Class 20 contains 18071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76029704.000000 Penalty: 37860.324219
Iteration 11Q: 18 clusters Score -7.60297e+07 nChanged 27961
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 50454 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 7 contains 33535 members 
Mstep: Class 8 contains 16556 members 
Mstep: Class 9 contains 70021 members 
Mstep: Class 10 contains 12427 members 
Mstep: Class 11 contains 292605 members 
Mstep: Class 12 contains 88657 members 
Mstep: Class 13 contains 29626 members 
Mstep: Class 14 contains 129534 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 85614 members 
Mstep: Class 19 contains 12359 members 
Mstep: Class 20 contains 18428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76044496.000000 Penalty: 37860.324219
Iteration 12Q: 18 clusters Score -7.60445e+07 nChanged 21995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 24605 members 
Mstep: Class 3 contains 49133 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 7 contains 33302 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 72312 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 292923 members 
Mstep: Class 12 contains 93189 members 
Mstep: Class 13 contains 29587 members 
Mstep: Class 14 contains 126768 members 
Mstep: Class 15 contains 6929 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 88002 members 
Mstep: Class 19 contains 12470 members 
Mstep: Class 20 contains 18938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76055728.000000 Penalty: 37860.324219
Iteration 13Q: 18 clusters Score -7.605573e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 23763 members 
Mstep: Class 3 contains 47760 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 7 contains 33110 members 
Mstep: Class 8 contains 12118 members 
Mstep: Class 9 contains 74213 members 
Mstep: Class 10 contains 10633 members 
Mstep: Class 11 contains 293046 members 
Mstep: Class 12 contains 97043 members 
Mstep: Class 13 contains 29478 members 
Mstep: Class 14 contains 124370 members 
Mstep: Class 15 contains 7098 members 
Mstep: Class 16 contains 10679 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 90027 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76064864.000000 Penalty: 37860.324219
Iteration 14Q: 18 clusters Score -7.606486e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 46304 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 7 contains 32944 members 
Mstep: Class 8 contains 10678 members 
Mstep: Class 9 contains 75855 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 292813 members 
Mstep: Class 12 contains 100266 members 
Mstep: Class 13 contains 29397 members 
Mstep: Class 14 contains 122274 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 11148 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 18 contains 91924 members 
Mstep: Class 19 contains 12458 members 
Mstep: Class 20 contains 19871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76073000.000000 Penalty: 37860.324219
Iteration 15Q: 18 clusters Score -7.6073e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 22461 members 
Mstep: Class 3 contains 44737 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 7 contains 32789 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 77308 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 292365 members 
Mstep: Class 12 contains 102836 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 120553 members 
Mstep: Class 15 contains 7575 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 93706 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 20263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76079096.000000 Penalty: 37860.324219
Iteration 16Q: 18 clusters Score -7.60791e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 21978 members 
Mstep: Class 3 contains 43055 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 7 contains 32607 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 78702 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 291783 members 
Mstep: Class 12 contains 104660 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 119376 members 
Mstep: Class 15 contains 7848 members 
Mstep: Class 16 contains 11601 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 95387 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 20556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76083984.000000 Penalty: 37860.324219
Iteration 17Q: 18 clusters Score -7.608398e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 21581 members 
Mstep: Class 3 contains 41479 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 7 contains 32369 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 80025 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 291056 members 
Mstep: Class 12 contains 105979 members 
Mstep: Class 13 contains 29107 members 
Mstep: Class 14 contains 118506 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 11786 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 18 contains 96995 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76088024.000000 Penalty: 37860.324219
Iteration 18Q: 18 clusters Score -7.608802e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 21248 members 
Mstep: Class 3 contains 39912 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 7 contains 32084 members 
Mstep: Class 8 contains 8868 members 
Mstep: Class 9 contains 81319 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 290330 members 
Mstep: Class 12 contains 106898 members 
Mstep: Class 13 contains 29054 members 
Mstep: Class 14 contains 117851 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 11955 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 98523 members 
Mstep: Class 19 contains 11723 members 
Mstep: Class 20 contains 20825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76092136.000000 Penalty: 37860.324219
Iteration 19Q: 18 clusters Score -7.609214e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 38430 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 7 contains 31742 members 
Mstep: Class 8 contains 8917 members 
Mstep: Class 9 contains 82551 members 
Mstep: Class 10 contains 8131 members 
Mstep: Class 11 contains 289642 members 
Mstep: Class 12 contains 107488 members 
Mstep: Class 13 contains 29020 members 
Mstep: Class 14 contains 117314 members 
Mstep: Class 15 contains 8495 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 100125 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 20762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76099984.000000 Penalty: 37860.324219
Iteration 20F: 18 clusters Score -7.609998e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 20771 members 
Mstep: Class 3 contains 37074 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 7 contains 31385 members 
Mstep: Class 8 contains 9262 members 
Mstep: Class 9 contains 83681 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 288842 members 
Mstep: Class 12 contains 107867 members 
Mstep: Class 13 contains 28991 members 
Mstep: Class 14 contains 116588 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 12830 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 101673 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 20655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76108064.000000 Penalty: 37860.324219
Iteration 21Q: 18 clusters Score -7.610806e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 20607 members 
Mstep: Class 3 contains 35745 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 7 contains 31012 members 
Mstep: Class 8 contains 9979 members 
Mstep: Class 9 contains 84772 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 288026 members 
Mstep: Class 12 contains 108063 members 
Mstep: Class 13 contains 28972 members 
Mstep: Class 14 contains 115952 members 
Mstep: Class 15 contains 8868 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 103182 members 
Mstep: Class 19 contains 11058 members 
Mstep: Class 20 contains 20413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76114512.000000 Penalty: 37860.324219
Iteration 22Q: 18 clusters Score -7.611451e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 20466 members 
Mstep: Class 3 contains 34423 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 7 contains 30643 members 
Mstep: Class 8 contains 11128 members 
Mstep: Class 9 contains 85867 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 287192 members 
Mstep: Class 12 contains 108013 members 
Mstep: Class 13 contains 28944 members 
Mstep: Class 14 contains 115515 members 
Mstep: Class 15 contains 9008 members 
Mstep: Class 16 contains 12357 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 104585 members 
Mstep: Class 19 contains 11002 members 
Mstep: Class 20 contains 20120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76121432.000000 Penalty: 37860.324219
Iteration 23Q: 18 clusters Score -7.612143e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 20362 members 
Mstep: Class 3 contains 33149 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 7 contains 30384 members 
Mstep: Class 8 contains 12377 members 
Mstep: Class 9 contains 86902 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 286383 members 
Mstep: Class 12 contains 107821 members 
Mstep: Class 13 contains 28930 members 
Mstep: Class 14 contains 115121 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 105891 members 
Mstep: Class 19 contains 10968 members 
Mstep: Class 20 contains 19837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76127336.000000 Penalty: 37860.324219
Iteration 24Q: 18 clusters Score -7.612734e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 20275 members 
Mstep: Class 3 contains 31867 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 7 contains 30207 members 
Mstep: Class 8 contains 13355 members 
Mstep: Class 9 contains 87877 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 285521 members 
Mstep: Class 12 contains 107634 members 
Mstep: Class 13 contains 28911 members 
Mstep: Class 14 contains 114740 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 3687 members 
Mstep: Class 18 contains 107162 members 
Mstep: Class 19 contains 10947 members 
Mstep: Class 20 contains 19570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76131352.000000 Penalty: 37860.324219
Iteration 25Q: 18 clusters Score -7.613135e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 20197 members 
Mstep: Class 3 contains 30581 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 7 contains 30106 members 
Mstep: Class 8 contains 14081 members 
Mstep: Class 9 contains 88830 members 
Mstep: Class 10 contains 7457 members 
Mstep: Class 11 contains 284692 members 
Mstep: Class 12 contains 107472 members 
Mstep: Class 13 contains 28886 members 
Mstep: Class 14 contains 114487 members 
Mstep: Class 15 contains 9091 members 
Mstep: Class 16 contains 11791 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 108282 members 
Mstep: Class 19 contains 10937 members 
Mstep: Class 20 contains 19345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76133168.000000 Penalty: 37860.324219
Iteration 26Q: 18 clusters Score -7.613317e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 20115 members 
Mstep: Class 3 contains 29338 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 7 contains 30071 members 
Mstep: Class 8 contains 14586 members 
Mstep: Class 9 contains 89764 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 283820 members 
Mstep: Class 12 contains 107427 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 114304 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 18 contains 109399 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 19127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76134688.000000 Penalty: 37860.324219
Iteration 27Q: 18 clusters Score -7.613469e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 20039 members 
Mstep: Class 3 contains 28219 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 7 contains 30080 members 
Mstep: Class 8 contains 14887 members 
Mstep: Class 9 contains 90666 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 282966 members 
Mstep: Class 12 contains 107448 members 
Mstep: Class 13 contains 28851 members 
Mstep: Class 14 contains 114166 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 18 contains 110360 members 
Mstep: Class 19 contains 10953 members 
Mstep: Class 20 contains 18929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76135856.000000 Penalty: 37860.324219
Iteration 28Q: 18 clusters Score -7.613586e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 19965 members 
Mstep: Class 3 contains 27223 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 7 contains 30107 members 
Mstep: Class 8 contains 15110 members 
Mstep: Class 9 contains 91493 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 282167 members 
Mstep: Class 12 contains 107468 members 
Mstep: Class 13 contains 28828 members 
Mstep: Class 14 contains 114105 members 
Mstep: Class 15 contains 9095 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 111190 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 18729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76136872.000000 Penalty: 37860.324219
Iteration 29Q: 18 clusters Score -7.613687e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19882 members 
Mstep: Class 3 contains 26342 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 8 contains 15249 members 
Mstep: Class 9 contains 92293 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 281460 members 
Mstep: Class 12 contains 107490 members 
Mstep: Class 13 contains 28810 members 
Mstep: Class 14 contains 114094 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 111833 members 
Mstep: Class 19 contains 11033 members 
Mstep: Class 20 contains 18544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76137656.000000 Penalty: 37860.324219
Iteration 30Q: 18 clusters Score -7.613766e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19781 members 
Mstep: Class 3 contains 25594 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 7 contains 30243 members 
Mstep: Class 8 contains 15311 members 
Mstep: Class 9 contains 93100 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 280746 members 
Mstep: Class 12 contains 107515 members 
Mstep: Class 13 contains 28789 members 
Mstep: Class 14 contains 114118 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 112381 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 18394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76138696.000000 Penalty: 37860.324219
Iteration 31Q: 18 clusters Score -7.61387e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19667 members 
Mstep: Class 3 contains 24933 members 
Mstep: Class 5 contains 5740 members 
Mstep: Class 7 contains 30321 members 
Mstep: Class 8 contains 15350 members 
Mstep: Class 9 contains 93854 members 
Mstep: Class 10 contains 8125 members 
Mstep: Class 11 contains 280124 members 
Mstep: Class 12 contains 107537 members 
Mstep: Class 13 contains 28777 members 
Mstep: Class 14 contains 114127 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 12044 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 112844 members 
Mstep: Class 19 contains 11152 members 
Mstep: Class 20 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76138872.000000 Penalty: 37860.324219
Iteration 32Q: 18 clusters Score -7.613887e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19540 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 7 contains 30398 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 94605 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 279511 members 
Mstep: Class 12 contains 107575 members 
Mstep: Class 13 contains 28765 members 
Mstep: Class 14 contains 114166 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 3538 members 
Mstep: Class 18 contains 113197 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 18151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76139208.000000 Penalty: 37860.324219
Iteration 33Q: 18 clusters Score -7.613921e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19433 members 
Mstep: Class 3 contains 23802 members 
Mstep: Class 5 contains 5776 members 
Mstep: Class 7 contains 30452 members 
Mstep: Class 8 contains 15414 members 
Mstep: Class 9 contains 95293 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 278975 members 
Mstep: Class 12 contains 107595 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 114211 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 12115 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 113437 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 18074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76139640.000000 Penalty: 37860.324219
Iteration 34Q: 18 clusters Score -7.613964e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19329 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 7 contains 30502 members 
Mstep: Class 8 contains 15464 members 
Mstep: Class 9 contains 95967 members 
Mstep: Class 10 contains 8339 members 
Mstep: Class 11 contains 278428 members 
Mstep: Class 12 contains 107593 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 114251 members 
Mstep: Class 15 contains 9010 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 113606 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 18015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76139648.000000 Penalty: 37860.324219
Iteration 35Q: 18 clusters Score -7.613965e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19228 members 
Mstep: Class 3 contains 23079 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 7 contains 30539 members 
Mstep: Class 8 contains 15530 members 
Mstep: Class 9 contains 96570 members 
Mstep: Class 10 contains 8400 members 
Mstep: Class 11 contains 277956 members 
Mstep: Class 12 contains 107584 members 
Mstep: Class 13 contains 28742 members 
Mstep: Class 14 contains 114299 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 113666 members 
Mstep: Class 19 contains 11407 members 
Mstep: Class 20 contains 17976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76139784.000000 Penalty: 37860.324219
Iteration 36Q: 18 clusters Score -7.613978e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 22812 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 7 contains 30562 members 
Mstep: Class 8 contains 15575 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 8461 members 
Mstep: Class 11 contains 277485 members 
Mstep: Class 12 contains 107597 members 
Mstep: Class 13 contains 28744 members 
Mstep: Class 14 contains 114365 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 113681 members 
Mstep: Class 19 contains 11462 members 
Mstep: Class 20 contains 17938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76139744.000000 Penalty: 37860.324219
Iteration 37Q: 18 clusters Score -7.613974e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 19055 members 
Mstep: Class 3 contains 22572 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 7 contains 30583 members 
Mstep: Class 8 contains 15620 members 
Mstep: Class 9 contains 97687 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 277068 members 
Mstep: Class 12 contains 107623 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 114435 members 
Mstep: Class 15 contains 8949 members 
Mstep: Class 16 contains 12211 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 113638 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76140184.000000 Penalty: 37860.324219
Iteration 38Q: 18 clusters Score -7.614018e+07 nChanged 1428
Entering ConstructFrom: 
Score: -76140184.000000 Penalty: 37860.324219
Entering ConstructFrom: 
Trying to split cluster 2 (18987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Entering Unmasked Estep 
Score: -1639255.375000 Penalty: 1600.870361
	Iteration 0F: 2 clusters Score -1639255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1626338.875000 Penalty: 3201.740723
	Iteration 0F: 3 clusters Score -1626339 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1631045.875000 Penalty: 3201.740723
	Iteration 1F: 3 clusters Score -1631046 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1631405.375000 Penalty: 3201.740723
	Iteration 2F: 3 clusters Score -1631405 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1631747.625000 Penalty: 3201.740723
	Iteration 3Q: 3 clusters Score -1631748 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1632173.250000 Penalty: 3201.740723
	Iteration 4Q: 3 clusters Score -1632173 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1632740.875000 Penalty: 3201.740723
	Iteration 5F: 3 clusters Score -1632741 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1633531.750000 Penalty: 3201.740723
	Iteration 6F: 3 clusters Score -1633532 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1634420.375000 Penalty: 3201.740723
	Iteration 7F: 3 clusters Score -1634420 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1635231.250000 Penalty: 3201.740723
	Iteration 8F: 3 clusters Score -1635231 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1635840.000000 Penalty: 3201.740723
	Iteration 9Q: 3 clusters Score -1635840 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1636281.750000 Penalty: 3201.740723
	Iteration 10Q: 3 clusters Score -1636282 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1636614.000000 Penalty: 3201.740723
	Iteration 11Q: 3 clusters Score -1636614 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1636873.000000 Penalty: 3201.740723
	Iteration 12Q: 3 clusters Score -1636873 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1637067.125000 Penalty: 3201.740723
	Iteration 13Q: 3 clusters Score -1637067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1637245.250000 Penalty: 3201.740723
	Iteration 14Q: 3 clusters Score -1637245 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1637413.125000 Penalty: 3201.740723
	Iteration 15Q: 3 clusters Score -1637413 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1637543.625000 Penalty: 3201.740723
	Iteration 16Q: 3 clusters Score -1637544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1637624.125000 Penalty: 3201.740723
	Iteration 17Q: 3 clusters Score -1637624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1637694.375000 Penalty: 3201.740723
	Iteration 18Q: 3 clusters Score -1637694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1637750.125000 Penalty: 3201.740723
	Iteration 19Q: 3 clusters Score -1637750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1637809.875000 Penalty: 3201.740723
	Iteration 20F: 3 clusters Score -1637810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1637851.250000 Penalty: 3201.740723
	Iteration 21Q: 3 clusters Score -1637851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1637876.875000 Penalty: 3201.740723
	Iteration 22Q: 3 clusters Score -1637877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1637895.750000 Penalty: 3201.740723
	Iteration 23Q: 3 clusters Score -1637896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1637916.625000 Penalty: 3201.740723
	Iteration 24Q: 3 clusters Score -1637917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1637946.125000 Penalty: 3201.740723
	Iteration 25Q: 3 clusters Score -1637946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1637962.875000 Penalty: 3201.740723
	Iteration 26Q: 3 clusters Score -1637963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1637985.375000 Penalty: 3201.740723
	Iteration 27Q: 3 clusters Score -1637985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1638007.000000 Penalty: 3201.740723
	Iteration 28Q: 3 clusters Score -1638007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1638035.125000 Penalty: 3201.740723
	Iteration 29Q: 3 clusters Score -1638035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1638065.375000 Penalty: 3201.740723
	Iteration 30Q: 3 clusters Score -1638065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1638092.125000 Penalty: 3201.740723
	Iteration 31Q: 3 clusters Score -1638092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1638117.000000 Penalty: 3201.740723
	Iteration 32Q: 3 clusters Score -1638117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1638129.000000 Penalty: 3201.740723
	Iteration 33Q: 3 clusters Score -1638129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1638140.375000 Penalty: 3201.740723
	Iteration 34Q: 3 clusters Score -1638140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1638148.750000 Penalty: 3201.740723
	Iteration 35Q: 3 clusters Score -1638149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1638158.750000 Penalty: 3201.740723
	Iteration 36Q: 3 clusters Score -1638159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1638161.750000 Penalty: 3201.740723
	Iteration 37Q: 3 clusters Score -1638162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1638162.375000 Penalty: 3201.740723
	Iteration 38Q: 3 clusters Score -1638162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1638167.000000 Penalty: 3201.740723
	Iteration 39Q: 3 clusters Score -1638167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1638178.250000 Penalty: 3201.740723
	Iteration 40F: 3 clusters Score -1638178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1638184.125000 Penalty: 3201.740723
	Iteration 41Q: 3 clusters Score -1638184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1638194.250000 Penalty: 3201.740723
	Iteration 42Q: 3 clusters Score -1638194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1638202.375000 Penalty: 3201.740723
	Iteration 43Q: 3 clusters Score -1638202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1638211.625000 Penalty: 3201.740723
	Iteration 44Q: 3 clusters Score -1638212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1638213.375000 Penalty: 3201.740723
	Iteration 45Q: 3 clusters Score -1638213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1638215.500000 Penalty: 3201.740723
	Iteration 46Q: 3 clusters Score -1638216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1638217.250000 Penalty: 3201.740723
	Iteration 47Q: 3 clusters Score -1638217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1638217.750000 Penalty: 3201.740723
	Iteration 48Q: 3 clusters Score -1638218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1638220.250000 Penalty: 3201.740723
	Iteration 49Q: 3 clusters Score -1638220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1638219.125000 Penalty: 3201.740723
	Iteration 50Q: 3 clusters Score -1638219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1638219.125000 Penalty: 3201.740723
	Iteration 51F: 3 clusters Score -1638219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -1749914.000000 Penalty: 1627.434937
	Iteration 0F: 2 clusters Score -1749914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1734743.000000 Penalty: 3254.869873
	Iteration 0F: 3 clusters Score -1734743 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1740794.750000 Penalty: 3254.869873
	Iteration 1F: 3 clusters Score -1740795 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1741420.000000 Penalty: 3254.869873
	Iteration 2F: 3 clusters Score -1741420 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1742111.375000 Penalty: 3254.869873
	Iteration 3F: 3 clusters Score -1742111 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1742892.250000 Penalty: 3254.869873
	Iteration 4F: 3 clusters Score -1742892 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1743703.375000 Penalty: 3254.869873
	Iteration 5F: 3 clusters Score -1743703 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1744591.875000 Penalty: 3254.869873
	Iteration 6F: 3 clusters Score -1744592 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1745315.375000 Penalty: 3254.869873
	Iteration 7F: 3 clusters Score -1745315 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1745866.625000 Penalty: 3254.869873
	Iteration 8Q: 3 clusters Score -1745867 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1746250.250000 Penalty: 3254.869873
	Iteration 9Q: 3 clusters Score -1746250 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1746490.125000 Penalty: 3254.869873
	Iteration 10Q: 3 clusters Score -1746490 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1746651.625000 Penalty: 3254.869873
	Iteration 11Q: 3 clusters Score -1746652 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1746754.375000 Penalty: 3254.869873
	Iteration 12Q: 3 clusters Score -1746754 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1746816.750000 Penalty: 3254.869873
	Iteration 13Q: 3 clusters Score -1746817 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1746869.625000 Penalty: 3254.869873
	Iteration 14Q: 3 clusters Score -1746870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1746922.500000 Penalty: 3254.869873
	Iteration 15Q: 3 clusters Score -1746922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1746949.625000 Penalty: 3254.869873
	Iteration 16Q: 3 clusters Score -1746950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1746984.750000 Penalty: 3254.869873
	Iteration 17Q: 3 clusters Score -1746985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1747016.000000 Penalty: 3254.869873
	Iteration 18Q: 3 clusters Score -1747016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1747050.625000 Penalty: 3254.869873
	Iteration 19Q: 3 clusters Score -1747051 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1747088.125000 Penalty: 3254.869873
	Iteration 20F: 3 clusters Score -1747088 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1747111.000000 Penalty: 3254.869873
	Iteration 21Q: 3 clusters Score -1747111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1747137.000000 Penalty: 3254.869873
	Iteration 22Q: 3 clusters Score -1747137 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1747177.375000 Penalty: 3254.869873
	Iteration 23Q: 3 clusters Score -1747177 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1747214.375000 Penalty: 3254.869873
	Iteration 24Q: 3 clusters Score -1747214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1747249.000000 Penalty: 3254.869873
	Iteration 25Q: 3 clusters Score -1747249 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1747278.000000 Penalty: 3254.869873
	Iteration 26Q: 3 clusters Score -1747278 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1747313.500000 Penalty: 3254.869873
	Iteration 27Q: 3 clusters Score -1747314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1747338.625000 Penalty: 3254.869873
	Iteration 28Q: 3 clusters Score -1747339 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1747359.500000 Penalty: 3254.869873
	Iteration 29Q: 3 clusters Score -1747360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1747392.500000 Penalty: 3254.869873
	Iteration 30Q: 3 clusters Score -1747392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1747426.750000 Penalty: 3254.869873
	Iteration 31Q: 3 clusters Score -1747427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1747459.125000 Penalty: 3254.869873
	Iteration 32Q: 3 clusters Score -1747459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1747506.625000 Penalty: 3254.869873
	Iteration 33Q: 3 clusters Score -1747507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1747554.750000 Penalty: 3254.869873
	Iteration 34Q: 3 clusters Score -1747555 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1747608.125000 Penalty: 3254.869873
	Iteration 35Q: 3 clusters Score -1747608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1747646.750000 Penalty: 3254.869873
	Iteration 36Q: 3 clusters Score -1747647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1747691.375000 Penalty: 3254.869873
	Iteration 37Q: 3 clusters Score -1747691 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1747729.500000 Penalty: 3254.869873
	Iteration 38Q: 3 clusters Score -1747730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1747768.750000 Penalty: 3254.869873
	Iteration 39Q: 3 clusters Score -1747769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1747786.625000 Penalty: 3254.869873
	Iteration 40F: 3 clusters Score -1747787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1747820.125000 Penalty: 3254.869873
	Iteration 41Q: 3 clusters Score -1747820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1747856.375000 Penalty: 3254.869873
	Iteration 42Q: 3 clusters Score -1747856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1747898.875000 Penalty: 3254.869873
	Iteration 43Q: 3 clusters Score -1747899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1747924.375000 Penalty: 3254.869873
	Iteration 44Q: 3 clusters Score -1747924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1747945.875000 Penalty: 3254.869873
	Iteration 45Q: 3 clusters Score -1747946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1747976.250000 Penalty: 3254.869873
	Iteration 46Q: 3 clusters Score -1747976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1748020.125000 Penalty: 3254.869873
	Iteration 47Q: 3 clusters Score -1748020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1748068.750000 Penalty: 3254.869873
	Iteration 48Q: 3 clusters Score -1748069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1748133.500000 Penalty: 3254.869873
	Iteration 49Q: 3 clusters Score -1748134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1748197.250000 Penalty: 3254.869873
	Iteration 50Q: 3 clusters Score -1748197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1748285.875000 Penalty: 3254.869873
	Iteration 51Q: 3 clusters Score -1748286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1748394.750000 Penalty: 3254.869873
	Iteration 52Q: 3 clusters Score -1748395 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1748463.375000 Penalty: 3254.869873
	Iteration 53Q: 3 clusters Score -1748463 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1748520.750000 Penalty: 3254.869873
	Iteration 54Q: 3 clusters Score -1748521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1748566.875000 Penalty: 3254.869873
	Iteration 55Q: 3 clusters Score -1748567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1748601.875000 Penalty: 3254.869873
	Iteration 56Q: 3 clusters Score -1748602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1748625.500000 Penalty: 3254.869873
	Iteration 57Q: 3 clusters Score -1748626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1748638.625000 Penalty: 3254.869873
	Iteration 58Q: 3 clusters Score -1748639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1748654.750000 Penalty: 3254.869873
	Iteration 59Q: 3 clusters Score -1748655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1748669.125000 Penalty: 3254.869873
	Iteration 60F: 3 clusters Score -1748669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1748681.625000 Penalty: 3254.869873
	Iteration 61Q: 3 clusters Score -1748682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1748697.625000 Penalty: 3254.869873
	Iteration 62Q: 3 clusters Score -1748698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1748708.625000 Penalty: 3254.869873
	Iteration 63Q: 3 clusters Score -1748709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1748733.875000 Penalty: 3254.869873
	Iteration 64Q: 3 clusters Score -1748734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1748742.250000 Penalty: 3254.869873
	Iteration 65Q: 3 clusters Score -1748742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1748759.125000 Penalty: 3254.869873
	Iteration 66Q: 3 clusters Score -1748759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1748768.250000 Penalty: 3254.869873
	Iteration 67Q: 3 clusters Score -1748768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1748777.375000 Penalty: 3254.869873
	Iteration 68Q: 3 clusters Score -1748777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1748782.500000 Penalty: 3254.869873
	Iteration 69Q: 3 clusters Score -1748782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1748790.000000 Penalty: 3254.869873
	Iteration 70Q: 3 clusters Score -1748790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1748796.625000 Penalty: 3254.869873
	Iteration 71Q: 3 clusters Score -1748797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1748802.375000 Penalty: 3254.869873
	Iteration 72Q: 3 clusters Score -1748802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1748803.125000 Penalty: 3254.869873
	Iteration 73Q: 3 clusters Score -1748803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1748807.875000 Penalty: 3254.869873
	Iteration 74Q: 3 clusters Score -1748808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1748808.250000 Penalty: 3254.869873
	Iteration 75Q: 3 clusters Score -1748808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1748808.375000 Penalty: 3254.869873
	Iteration 76Q: 3 clusters Score -1748808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1748810.500000 Penalty: 3254.869873
	Iteration 77Q: 3 clusters Score -1748810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1748811.750000 Penalty: 3254.869873
	Iteration 78Q: 3 clusters Score -1748812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1748811.125000 Penalty: 3254.869873
	Iteration 79Q: 3 clusters Score -1748811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1748811.125000 Penalty: 3254.869873
	Iteration 80F: 3 clusters Score -1748811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -485819.500000 Penalty: 1408.693481
	Iteration 0F: 2 clusters Score -485819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -481358.500000 Penalty: 2817.386963
	Iteration 0F: 3 clusters Score -481358.5 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -482999.250000 Penalty: 2817.386963
	Iteration 1F: 3 clusters Score -482999.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -483443.218750 Penalty: 2817.386963
	Iteration 2F: 3 clusters Score -483443.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -483779.593750 Penalty: 2817.386963
	Iteration 3F: 3 clusters Score -483779.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -484056.218750 Penalty: 2817.386963
	Iteration 4F: 3 clusters Score -484056.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -484270.906250 Penalty: 2817.386963
	Iteration 5Q: 3 clusters Score -484270.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -484439.437500 Penalty: 2817.386963
	Iteration 6Q: 3 clusters Score -484439.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -484565.906250 Penalty: 2817.386963
	Iteration 7Q: 3 clusters Score -484565.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -484679.468750 Penalty: 2817.386963
	Iteration 8Q: 3 clusters Score -484679.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -484804.750000 Penalty: 2817.386963
	Iteration 9Q: 3 clusters Score -484804.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -484886.250000 Penalty: 2817.386963
	Iteration 10Q: 3 clusters Score -484886.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -484927.187500 Penalty: 2817.386963
	Iteration 11Q: 3 clusters Score -484927.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -484952.031250 Penalty: 2817.386963
	Iteration 12Q: 3 clusters Score -484952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -484973.468750 Penalty: 2817.386963
	Iteration 13Q: 3 clusters Score -484973.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -484992.218750 Penalty: 2817.386963
	Iteration 14Q: 3 clusters Score -484992.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -485006.468750 Penalty: 2817.386963
	Iteration 15Q: 3 clusters Score -485006.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -485019.375000 Penalty: 2817.386963
	Iteration 16Q: 3 clusters Score -485019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -485025.968750 Penalty: 2817.386963
	Iteration 17Q: 3 clusters Score -485026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -485035.937500 Penalty: 2817.386963
	Iteration 18Q: 3 clusters Score -485035.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -485043.093750 Penalty: 2817.386963
	Iteration 19Q: 3 clusters Score -485043.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -485050.968750 Penalty: 2817.386963
	Iteration 20F: 3 clusters Score -485051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -485059.406250 Penalty: 2817.386963
	Iteration 21Q: 3 clusters Score -485059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -485069.187500 Penalty: 2817.386963
	Iteration 22Q: 3 clusters Score -485069.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -485081.031250 Penalty: 2817.386963
	Iteration 23Q: 3 clusters Score -485081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -485089.968750 Penalty: 2817.386963
	Iteration 24Q: 3 clusters Score -485090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -485099.375000 Penalty: 2817.386963
	Iteration 25Q: 3 clusters Score -485099.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -485107.218750 Penalty: 2817.386963
	Iteration 26Q: 3 clusters Score -485107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -485112.187500 Penalty: 2817.386963
	Iteration 27Q: 3 clusters Score -485112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -485122.156250 Penalty: 2817.386963
	Iteration 28Q: 3 clusters Score -485122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -485128.343750 Penalty: 2817.386963
	Iteration 29Q: 3 clusters Score -485128.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -485136.562500 Penalty: 2817.386963
	Iteration 30Q: 3 clusters Score -485136.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -485139.968750 Penalty: 2817.386963
	Iteration 31Q: 3 clusters Score -485140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -485144.500000 Penalty: 2817.386963
	Iteration 32Q: 3 clusters Score -485144.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -485147.000000 Penalty: 2817.386963
	Iteration 33Q: 3 clusters Score -485147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -485146.468750 Penalty: 2817.386963
	Iteration 34Q: 3 clusters Score -485146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -485150.656250 Penalty: 2817.386963
	Iteration 35Q: 3 clusters Score -485150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -485155.625000 Penalty: 2817.386963
	Iteration 36Q: 3 clusters Score -485155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -485160.843750 Penalty: 2817.386963
	Iteration 37Q: 3 clusters Score -485160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -485164.750000 Penalty: 2817.386963
	Iteration 38Q: 3 clusters Score -485164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -485170.812500 Penalty: 2817.386963
	Iteration 39Q: 3 clusters Score -485170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -485176.906250 Penalty: 2817.386963
	Iteration 40F: 3 clusters Score -485176.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -485186.375000 Penalty: 2817.386963
	Iteration 41Q: 3 clusters Score -485186.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -485199.093750 Penalty: 2817.386963
	Iteration 42Q: 3 clusters Score -485199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -485220.406250 Penalty: 2817.386963
	Iteration 43Q: 3 clusters Score -485220.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -485240.687500 Penalty: 2817.386963
	Iteration 44Q: 3 clusters Score -485240.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -485254.531250 Penalty: 2817.386963
	Iteration 45Q: 3 clusters Score -485254.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -485264.468750 Penalty: 2817.386963
	Iteration 46Q: 3 clusters Score -485264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -485275.593750 Penalty: 2817.386963
	Iteration 47Q: 3 clusters Score -485275.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -485283.437500 Penalty: 2817.386963
	Iteration 48Q: 3 clusters Score -485283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -485288.375000 Penalty: 2817.386963
	Iteration 49Q: 3 clusters Score -485288.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -485298.343750 Penalty: 2817.386963
	Iteration 50Q: 3 clusters Score -485298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -485305.343750 Penalty: 2817.386963
	Iteration 51Q: 3 clusters Score -485305.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -485310.875000 Penalty: 2817.386963
	Iteration 52Q: 3 clusters Score -485310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -485315.750000 Penalty: 2817.386963
	Iteration 53Q: 3 clusters Score -485315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -485322.437500 Penalty: 2817.386963
	Iteration 54Q: 3 clusters Score -485322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -485331.156250 Penalty: 2817.386963
	Iteration 55Q: 3 clusters Score -485331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -485336.343750 Penalty: 2817.386963
	Iteration 56Q: 3 clusters Score -485336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -485341.250000 Penalty: 2817.386963
	Iteration 57Q: 3 clusters Score -485341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -485344.312500 Penalty: 2817.386963
	Iteration 58Q: 3 clusters Score -485344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -485343.875000 Penalty: 2817.386963
	Iteration 59Q: 3 clusters Score -485343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -485345.875000 Penalty: 2817.386963
	Iteration 60F: 3 clusters Score -485345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -485347.062500 Penalty: 2817.386963
	Iteration 61Q: 3 clusters Score -485347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -485348.218750 Penalty: 2817.386963
	Iteration 62Q: 3 clusters Score -485348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -485349.906250 Penalty: 2817.386963
	Iteration 63Q: 3 clusters Score -485349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -485349.750000 Penalty: 2817.386963
	Iteration 64Q: 3 clusters Score -485349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -485350.125000 Penalty: 2817.386963
	Iteration 65Q: 3 clusters Score -485350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -485350.593750 Penalty: 2817.386963
	Iteration 66Q: 3 clusters Score -485350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -485350.593750 Penalty: 2817.386963
	Iteration 67F: 3 clusters Score -485350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Entering Unmasked Estep 
Score: -2681450.750000 Penalty: 1678.401489
	Iteration 0F: 2 clusters Score -2681451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2660903.000000 Penalty: 3356.802979
	Iteration 0F: 3 clusters Score -2660903 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2668571.000000 Penalty: 3356.802979
	Iteration 1F: 3 clusters Score -2668571 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2668862.750000 Penalty: 3356.802979
	Iteration 2Q: 3 clusters Score -2668863 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2669095.750000 Penalty: 3356.802979
	Iteration 3Q: 3 clusters Score -2669096 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2669323.500000 Penalty: 3356.802979
	Iteration 4Q: 3 clusters Score -2669324 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2669521.750000 Penalty: 3356.802979
	Iteration 5Q: 3 clusters Score -2669522 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2669720.500000 Penalty: 3356.802979
	Iteration 6Q: 3 clusters Score -2669720 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2669949.750000 Penalty: 3356.802979
	Iteration 7Q: 3 clusters Score -2669950 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2670234.500000 Penalty: 3356.802979
	Iteration 8Q: 3 clusters Score -2670234 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2670610.500000 Penalty: 3356.802979
	Iteration 9Q: 3 clusters Score -2670610 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2671091.500000 Penalty: 3356.802979
	Iteration 10Q: 3 clusters Score -2671092 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2671766.000000 Penalty: 3356.802979
	Iteration 11Q: 3 clusters Score -2671766 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2672704.250000 Penalty: 3356.802979
	Iteration 12Q: 3 clusters Score -2672704 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2673767.500000 Penalty: 3356.802979
	Iteration 13Q: 3 clusters Score -2673768 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2674804.000000 Penalty: 3356.802979
	Iteration 14Q: 3 clusters Score -2674804 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2675605.250000 Penalty: 3356.802979
	Iteration 15Q: 3 clusters Score -2675605 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2676166.250000 Penalty: 3356.802979
	Iteration 16Q: 3 clusters Score -2676166 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2676572.000000 Penalty: 3356.802979
	Iteration 17Q: 3 clusters Score -2676572 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2676950.250000 Penalty: 3356.802979
	Iteration 18Q: 3 clusters Score -2676950 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2677295.500000 Penalty: 3356.802979
	Iteration 19Q: 3 clusters Score -2677296 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2677651.000000 Penalty: 3356.802979
	Iteration 20F: 3 clusters Score -2677651 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2678044.000000 Penalty: 3356.802979
	Iteration 21Q: 3 clusters Score -2678044 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2678437.250000 Penalty: 3356.802979
	Iteration 22Q: 3 clusters Score -2678437 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -2678765.000000 Penalty: 3356.802979
	Iteration 23Q: 3 clusters Score -2678765 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -2679064.250000 Penalty: 3356.802979
	Iteration 24Q: 3 clusters Score -2679064 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2679316.000000 Penalty: 3356.802979
	Iteration 25Q: 3 clusters Score -2679316 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -2679561.500000 Penalty: 3356.802979
	Iteration 26Q: 3 clusters Score -2679562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2679704.750000 Penalty: 3356.802979
	Iteration 27Q: 3 clusters Score -2679705 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -2679806.250000 Penalty: 3356.802979
	Iteration 28Q: 3 clusters Score -2679806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -2679876.500000 Penalty: 3356.802979
	Iteration 29Q: 3 clusters Score -2679876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -2679909.250000 Penalty: 3356.802979
	Iteration 30Q: 3 clusters Score -2679909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -2679934.750000 Penalty: 3356.802979
	Iteration 31Q: 3 clusters Score -2679935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -2679947.250000 Penalty: 3356.802979
	Iteration 32Q: 3 clusters Score -2679947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -2679953.500000 Penalty: 3356.802979
	Iteration 33Q: 3 clusters Score -2679954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -2679957.500000 Penalty: 3356.802979
	Iteration 34Q: 3 clusters Score -2679958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2679960.000000 Penalty: 3356.802979
	Iteration 35Q: 3 clusters Score -2679960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -2679967.250000 Penalty: 3356.802979
	Iteration 36Q: 3 clusters Score -2679967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -2679970.750000 Penalty: 3356.802979
	Iteration 37Q: 3 clusters Score -2679971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -2679970.750000 Penalty: 3356.802979
	Iteration 38F: 3 clusters Score -2679971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1362724.125000 Penalty: 1569.658813
	Iteration 0F: 2 clusters Score -1362724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1351958.250000 Penalty: 3139.317627
	Iteration 0F: 3 clusters Score -1351958 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1355645.500000 Penalty: 3139.317627
	Iteration 1F: 3 clusters Score -1355646 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1355934.375000 Penalty: 3139.317627
	Iteration 2F: 3 clusters Score -1355934 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1356207.375000 Penalty: 3139.317627
	Iteration 3Q: 3 clusters Score -1356207 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1356584.375000 Penalty: 3139.317627
	Iteration 4Q: 3 clusters Score -1356584 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1357062.500000 Penalty: 3139.317627
	Iteration 5F: 3 clusters Score -1357062 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1357736.875000 Penalty: 3139.317627
	Iteration 6F: 3 clusters Score -1357737 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1358623.375000 Penalty: 3139.317627
	Iteration 7F: 3 clusters Score -1358623 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1359513.750000 Penalty: 3139.317627
	Iteration 8F: 3 clusters Score -1359514 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1360260.750000 Penalty: 3139.317627
	Iteration 9F: 3 clusters Score -1360261 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1360844.125000 Penalty: 3139.317627
	Iteration 10F: 3 clusters Score -1360844 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1361266.875000 Penalty: 3139.317627
	Iteration 11Q: 3 clusters Score -1361267 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1361646.000000 Penalty: 3139.317627
	Iteration 12Q: 3 clusters Score -1361646 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1361952.750000 Penalty: 3139.317627
	Iteration 13Q: 3 clusters Score -1361953 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1362200.125000 Penalty: 3139.317627
	Iteration 14Q: 3 clusters Score -1362200 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1362352.625000 Penalty: 3139.317627
	Iteration 15Q: 3 clusters Score -1362353 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1362436.250000 Penalty: 3139.317627
	Iteration 16Q: 3 clusters Score -1362436 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1362497.000000 Penalty: 3139.317627
	Iteration 17Q: 3 clusters Score -1362497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1362540.375000 Penalty: 3139.317627
	Iteration 18Q: 3 clusters Score -1362540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1362577.500000 Penalty: 3139.317627
	Iteration 19Q: 3 clusters Score -1362578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1362593.750000 Penalty: 3139.317627
	Iteration 20F: 3 clusters Score -1362594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1362614.750000 Penalty: 3139.317627
	Iteration 21Q: 3 clusters Score -1362615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1362630.625000 Penalty: 3139.317627
	Iteration 22Q: 3 clusters Score -1362631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1362634.000000 Penalty: 3139.317627
	Iteration 23Q: 3 clusters Score -1362634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1362638.000000 Penalty: 3139.317627
	Iteration 24Q: 3 clusters Score -1362638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1362643.625000 Penalty: 3139.317627
	Iteration 25Q: 3 clusters Score -1362644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1362651.750000 Penalty: 3139.317627
	Iteration 26Q: 3 clusters Score -1362652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1362659.625000 Penalty: 3139.317627
	Iteration 27Q: 3 clusters Score -1362660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1362664.750000 Penalty: 3139.317627
	Iteration 28Q: 3 clusters Score -1362665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1362676.125000 Penalty: 3139.317627
	Iteration 29Q: 3 clusters Score -1362676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1362674.750000 Penalty: 3139.317627
	Iteration 30Q: 3 clusters Score -1362675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1362675.375000 Penalty: 3139.317627
	Iteration 31Q: 3 clusters Score -1362675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1362681.250000 Penalty: 3139.317627
	Iteration 32Q: 3 clusters Score -1362681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1362679.625000 Penalty: 3139.317627
	Iteration 33Q: 3 clusters Score -1362680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1362679.375000 Penalty: 3139.317627
	Iteration 34Q: 3 clusters Score -1362679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1362678.375000 Penalty: 3139.317627
	Iteration 35Q: 3 clusters Score -1362678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1362679.625000 Penalty: 3139.317627
	Iteration 36Q: 3 clusters Score -1362680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1362681.875000 Penalty: 3139.317627
	Iteration 37Q: 3 clusters Score -1362682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1362686.750000 Penalty: 3139.317627
	Iteration 38Q: 3 clusters Score -1362687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1362687.875000 Penalty: 3139.317627
	Iteration 39Q: 3 clusters Score -1362688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1362687.250000 Penalty: 3139.317627
	Iteration 40F: 3 clusters Score -1362687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1362690.125000 Penalty: 3139.317627
	Iteration 41Q: 3 clusters Score -1362690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1362693.000000 Penalty: 3139.317627
	Iteration 42Q: 3 clusters Score -1362693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1362693.000000 Penalty: 3139.317627
	Iteration 43F: 3 clusters Score -1362693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Entering Unmasked Estep 
Score: -8588433.000000 Penalty: 1868.003052
	Iteration 0F: 2 clusters Score -8588433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -8522739.000000 Penalty: 3736.006104
	Iteration 0F: 3 clusters Score -8522739 nChanged 46867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -8550012.000000 Penalty: 3736.006104
	Iteration 1F: 3 clusters Score -8550012 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8551059.000000 Penalty: 3736.006104
	Iteration 2Q: 3 clusters Score -8551059 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8552687.000000 Penalty: 3736.006104
	Iteration 3Q: 3 clusters Score -8552687 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8555349.000000 Penalty: 3736.006104
	Iteration 4F: 3 clusters Score -8555349 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -8560048.000000 Penalty: 3736.006104
	Iteration 5F: 3 clusters Score -8560048 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -8566379.000000 Penalty: 3736.006104
	Iteration 6F: 3 clusters Score -8566379 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8572305.000000 Penalty: 3736.006104
	Iteration 7F: 3 clusters Score -8572305 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -8576750.000000 Penalty: 3736.006104
	Iteration 8F: 3 clusters Score -8576750 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -8579554.000000 Penalty: 3736.006104
	Iteration 9Q: 3 clusters Score -8579554 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8581342.000000 Penalty: 3736.006104
	Iteration 10Q: 3 clusters Score -8581342 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -8582614.000000 Penalty: 3736.006104
	Iteration 11Q: 3 clusters Score -8582614 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -8583591.000000 Penalty: 3736.006104
	Iteration 12Q: 3 clusters Score -8583591 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -8584285.000000 Penalty: 3736.006104
	Iteration 13Q: 3 clusters Score -8584285 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8584836.000000 Penalty: 3736.006104
	Iteration 14Q: 3 clusters Score -8584836 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8585258.000000 Penalty: 3736.006104
	Iteration 15Q: 3 clusters Score -8585258 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8585606.000000 Penalty: 3736.006104
	Iteration 16Q: 3 clusters Score -8585606 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8585861.000000 Penalty: 3736.006104
	Iteration 17Q: 3 clusters Score -8585861 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8586062.000000 Penalty: 3736.006104
	Iteration 18Q: 3 clusters Score -8586062 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8586223.000000 Penalty: 3736.006104
	Iteration 19Q: 3 clusters Score -8586223 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8586362.000000 Penalty: 3736.006104
	Iteration 20F: 3 clusters Score -8586362 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8586451.000000 Penalty: 3736.006104
	Iteration 21Q: 3 clusters Score -8586451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8586525.000000 Penalty: 3736.006104
	Iteration 22Q: 3 clusters Score -8586525 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8586604.000000 Penalty: 3736.006104
	Iteration 23Q: 3 clusters Score -8586604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8586694.000000 Penalty: 3736.006104
	Iteration 24Q: 3 clusters Score -8586694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8586744.000000 Penalty: 3736.006104
	Iteration 25Q: 3 clusters Score -8586744 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8586817.000000 Penalty: 3736.006104
	Iteration 26Q: 3 clusters Score -8586817 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8586871.000000 Penalty: 3736.006104
	Iteration 27Q: 3 clusters Score -8586871 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8586919.000000 Penalty: 3736.006104
	Iteration 28Q: 3 clusters Score -8586919 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8586949.000000 Penalty: 3736.006104
	Iteration 29Q: 3 clusters Score -8586949 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8587006.000000 Penalty: 3736.006104
	Iteration 30Q: 3 clusters Score -8587006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8587048.000000 Penalty: 3736.006104
	Iteration 31Q: 3 clusters Score -8587048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8587085.000000 Penalty: 3736.006104
	Iteration 32Q: 3 clusters Score -8587085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8587111.000000 Penalty: 3736.006104
	Iteration 33Q: 3 clusters Score -8587111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8587133.000000 Penalty: 3736.006104
	Iteration 34Q: 3 clusters Score -8587133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8587145.000000 Penalty: 3736.006104
	Iteration 35Q: 3 clusters Score -8587145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8587180.000000 Penalty: 3736.006104
	Iteration 36Q: 3 clusters Score -8587180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8587207.000000 Penalty: 3736.006104
	Iteration 37Q: 3 clusters Score -8587207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8587217.000000 Penalty: 3736.006104
	Iteration 38Q: 3 clusters Score -8587217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8587237.000000 Penalty: 3736.006104
	Iteration 39Q: 3 clusters Score -8587237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8587278.000000 Penalty: 3736.006104
	Iteration 40F: 3 clusters Score -8587278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8587295.000000 Penalty: 3736.006104
	Iteration 41Q: 3 clusters Score -8587295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8587317.000000 Penalty: 3736.006104
	Iteration 42Q: 3 clusters Score -8587317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8587312.000000 Penalty: 3736.006104
	Iteration 43Q: 3 clusters Score -8587312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8587324.000000 Penalty: 3736.006104
	Iteration 44Q: 3 clusters Score -8587324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8587333.000000 Penalty: 3736.006104
	Iteration 45Q: 3 clusters Score -8587333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8587330.000000 Penalty: 3736.006104
	Iteration 46Q: 3 clusters Score -8587330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8587333.000000 Penalty: 3736.006104
	Iteration 47Q: 3 clusters Score -8587333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8587339.000000 Penalty: 3736.006104
	Iteration 48Q: 3 clusters Score -8587339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8587332.000000 Penalty: 3736.006104
	Iteration 49Q: 3 clusters Score -8587332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8587340.000000 Penalty: 3736.006104
	Iteration 50Q: 3 clusters Score -8587340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8587332.000000 Penalty: 3736.006104
	Iteration 51Q: 3 clusters Score -8587332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8587340.000000 Penalty: 3736.006104
	Iteration 52Q: 3 clusters Score -8587340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8587336.000000 Penalty: 3736.006104
	Iteration 53Q: 3 clusters Score -8587336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8587335.000000 Penalty: 3736.006104
	Iteration 54Q: 3 clusters Score -8587335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8587348.000000 Penalty: 3736.006104
	Iteration 55Q: 3 clusters Score -8587348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8587350.000000 Penalty: 3736.006104
	Iteration 56Q: 3 clusters Score -8587350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8587345.000000 Penalty: 3736.006104
	Iteration 57Q: 3 clusters Score -8587345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8587346.000000 Penalty: 3736.006104
	Iteration 58Q: 3 clusters Score -8587346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8587349.000000 Penalty: 3736.006104
	Iteration 59Q: 3 clusters Score -8587349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8587348.000000 Penalty: 3736.006104
	Iteration 60F: 3 clusters Score -8587348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -663620.250000 Penalty: 1471.033813
	Iteration 0F: 2 clusters Score -663620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -657593.687500 Penalty: 2942.067627
	Iteration 0F: 3 clusters Score -657593.7 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -660483.812500 Penalty: 2942.067627
	Iteration 1F: 3 clusters Score -660483.8 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -662261.250000 Penalty: 2942.067627
	Iteration 2F: 3 clusters Score -662261.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -664153.437500 Penalty: 2942.067627
	Iteration 3F: 3 clusters Score -664153.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -665197.500000 Penalty: 2942.067627
	Iteration 4F: 3 clusters Score -665197.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -665588.250000 Penalty: 2942.067627
	Iteration 5F: 3 clusters Score -665588.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -665706.187500 Penalty: 2942.067627
	Iteration 6Q: 3 clusters Score -665706.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -665805.875000 Penalty: 2942.067627
	Iteration 7Q: 3 clusters Score -665805.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -665891.687500 Penalty: 2942.067627
	Iteration 8Q: 3 clusters Score -665891.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -665961.937500 Penalty: 2942.067627
	Iteration 9Q: 3 clusters Score -665961.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -666013.750000 Penalty: 2942.067627
	Iteration 10Q: 3 clusters Score -666013.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -666043.437500 Penalty: 2942.067627
	Iteration 11Q: 3 clusters Score -666043.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -666066.937500 Penalty: 2942.067627
	Iteration 12Q: 3 clusters Score -666066.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -666085.187500 Penalty: 2942.067627
	Iteration 13Q: 3 clusters Score -666085.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -666099.187500 Penalty: 2942.067627
	Iteration 14Q: 3 clusters Score -666099.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -666115.375000 Penalty: 2942.067627
	Iteration 15Q: 3 clusters Score -666115.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -666127.500000 Penalty: 2942.067627
	Iteration 16Q: 3 clusters Score -666127.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -666139.437500 Penalty: 2942.067627
	Iteration 17Q: 3 clusters Score -666139.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -666150.375000 Penalty: 2942.067627
	Iteration 18Q: 3 clusters Score -666150.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -666160.312500 Penalty: 2942.067627
	Iteration 19Q: 3 clusters Score -666160.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -666404.687500 Penalty: 2942.067627
	Iteration 20F: 3 clusters Score -666404.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -667903.562500 Penalty: 2942.067627
	Iteration 21Q: 3 clusters Score -667903.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -668312.312500 Penalty: 2942.067627
	Iteration 22Q: 3 clusters Score -668312.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -668356.437500 Penalty: 2942.067627
	Iteration 23Q: 3 clusters Score -668356.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -668373.187500 Penalty: 2942.067627
	Iteration 24Q: 3 clusters Score -668373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -668380.062500 Penalty: 2942.067627
	Iteration 25Q: 3 clusters Score -668380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -668387.437500 Penalty: 2942.067627
	Iteration 26Q: 3 clusters Score -668387.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -668388.062500 Penalty: 2942.067627
	Iteration 27Q: 3 clusters Score -668388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -668390.937500 Penalty: 2942.067627
	Iteration 28Q: 3 clusters Score -668390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -668392.750000 Penalty: 2942.067627
	Iteration 29Q: 3 clusters Score -668392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -668396.687500 Penalty: 2942.067627
	Iteration 30Q: 3 clusters Score -668396.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -668399.000000 Penalty: 2942.067627
	Iteration 31Q: 3 clusters Score -668399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -668402.562500 Penalty: 2942.067627
	Iteration 32Q: 3 clusters Score -668402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -668405.687500 Penalty: 2942.067627
	Iteration 33Q: 3 clusters Score -668405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -668410.375000 Penalty: 2942.067627
	Iteration 34Q: 3 clusters Score -668410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -668414.750000 Penalty: 2942.067627
	Iteration 35Q: 3 clusters Score -668414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -668414.437500 Penalty: 2942.067627
	Iteration 36Q: 3 clusters Score -668414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -668417.062500 Penalty: 2942.067627
	Iteration 37Q: 3 clusters Score -668417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -668417.375000 Penalty: 2942.067627
	Iteration 38Q: 3 clusters Score -668417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -668419.437500 Penalty: 2942.067627
	Iteration 39Q: 3 clusters Score -668419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -668422.375000 Penalty: 2942.067627
	Iteration 40F: 3 clusters Score -668422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -668425.000000 Penalty: 2942.067627
	Iteration 41Q: 3 clusters Score -668425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -668428.250000 Penalty: 2942.067627
	Iteration 42Q: 3 clusters Score -668428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -668429.125000 Penalty: 2942.067627
	Iteration 43Q: 3 clusters Score -668429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -668431.687500 Penalty: 2942.067627
	Iteration 44Q: 3 clusters Score -668431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -668433.312500 Penalty: 2942.067627
	Iteration 45Q: 3 clusters Score -668433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -668431.625000 Penalty: 2942.067627
	Iteration 46Q: 3 clusters Score -668431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -668432.937500 Penalty: 2942.067627
	Iteration 47Q: 3 clusters Score -668432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -668432.500000 Penalty: 2942.067627
	Iteration 48Q: 3 clusters Score -668432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -668432.500000 Penalty: 2942.067627
	Iteration 49F: 3 clusters Score -668432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 276641 members 
Mstep: Class 12 contains 107655 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 114497 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Entering Unmasked Estep 
Score: -76143752.000000 Penalty: 40087.402344
Splitting cluster 10 changes total score from -76140184.000000 to -76143752.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (276641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276641 members 
Entering Unmasked Estep 
Score: -24710980.000000 Penalty: 2036.202271
	Iteration 0F: 2 clusters Score -2.471098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -24527044.000000 Penalty: 4072.404541
	Iteration 0F: 3 clusters Score -2.452704e+07 nChanged 134741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -24607950.000000 Penalty: 4072.404541
	Iteration 1F: 3 clusters Score -2.460795e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -24610776.000000 Penalty: 4072.404541
	Iteration 2Q: 3 clusters Score -2.461078e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139194 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -24616980.000000 Penalty: 4072.404541
	Iteration 3Q: 3 clusters Score -2.461698e+07 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -24632488.000000 Penalty: 4072.404541
	Iteration 4F: 3 clusters Score -2.463249e+07 nChanged 25157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132797 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -24669644.000000 Penalty: 4072.404541
	Iteration 5F: 3 clusters Score -2.466964e+07 nChanged 30877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -24717934.000000 Penalty: 4072.404541
	Iteration 6F: 3 clusters Score -2.471793e+07 nChanged 26167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -24749040.000000 Penalty: 4072.404541
	Iteration 7F: 3 clusters Score -2.474904e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 171239 members 
Entering Unmasked Estep 
Score: -24767470.000000 Penalty: 4072.404541
	Iteration 8F: 3 clusters Score -2.476747e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 175266 members 
Entering Unmasked Estep 
Score: -24778638.000000 Penalty: 4072.404541
	Iteration 9Q: 3 clusters Score -2.477864e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -24782270.000000 Penalty: 4072.404541
	Iteration 10Q: 3 clusters Score -2.478227e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -24782940.000000 Penalty: 4072.404541
	Iteration 11Q: 3 clusters Score -2.478294e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 178114 members 
Entering Unmasked Estep 
Score: -24783054.000000 Penalty: 4072.404541
	Iteration 12Q: 3 clusters Score -2.478305e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -24783164.000000 Penalty: 4072.404541
	Iteration 13Q: 3 clusters Score -2.478316e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -24783152.000000 Penalty: 4072.404541
	Iteration 14Q: 3 clusters Score -2.478315e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 178605 members 
Entering Unmasked Estep 
Score: -24783132.000000 Penalty: 4072.404541
	Iteration 15Q: 3 clusters Score -2.478313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -24783112.000000 Penalty: 4072.404541
	Iteration 16Q: 3 clusters Score -2.478311e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 178738 members 
Entering Unmasked Estep 
Score: -24783110.000000 Penalty: 4072.404541
	Iteration 17Q: 3 clusters Score -2.478311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -24783124.000000 Penalty: 4072.404541
	Iteration 18Q: 3 clusters Score -2.478312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 178815 members 
Entering Unmasked Estep 
Score: -24783148.000000 Penalty: 4072.404541
	Iteration 19Q: 3 clusters Score -2.478315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -24783152.000000 Penalty: 4072.404541
	Iteration 20F: 3 clusters Score -2.478315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -24783152.000000 Penalty: 4072.404541
	Iteration 21Q: 3 clusters Score -2.478315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -24783136.000000 Penalty: 4072.404541
	Iteration 22Q: 3 clusters Score -2.478314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -24783130.000000 Penalty: 4072.404541
	Iteration 23Q: 3 clusters Score -2.478313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -24783122.000000 Penalty: 4072.404541
	Iteration 24Q: 3 clusters Score -2.478312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -24783122.000000 Penalty: 4072.404541
	Iteration 25Q: 3 clusters Score -2.478312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -24783110.000000 Penalty: 4072.404541
	Iteration 26Q: 3 clusters Score -2.478311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97754 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -24783116.000000 Penalty: 4072.404541
	Iteration 27Q: 3 clusters Score -2.478312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -24783106.000000 Penalty: 4072.404541
	Iteration 28Q: 3 clusters Score -2.478311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -24783112.000000 Penalty: 4072.404541
	Iteration 29Q: 3 clusters Score -2.478311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 178893 members 
Entering Unmasked Estep 
Score: -24783116.000000 Penalty: 4072.404541
	Iteration 30Q: 3 clusters Score -2.478312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -24783126.000000 Penalty: 4072.404541
	Iteration 31Q: 3 clusters Score -2.478313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -24783128.000000 Penalty: 4072.404541
	Iteration 32Q: 3 clusters Score -2.478313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -24783128.000000 Penalty: 4072.404541
	Iteration 33F: 3 clusters Score -2.478313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 107655 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 114497 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Entering Unmasked Estep 
Score: -76216120.000000 Penalty: 42314.480469
Splitting cluster 11 changes total score from -76140184.000000 to -76216120.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (107655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Entering Unmasked Estep 
Score: -9590077.000000 Penalty: 1882.836670
	Iteration 0F: 2 clusters Score -9590077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -9518043.000000 Penalty: 3765.673340
	Iteration 0F: 3 clusters Score -9518043 nChanged 51725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -9548168.000000 Penalty: 3765.673340
	Iteration 1F: 3 clusters Score -9548168 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -9549008.000000 Penalty: 3765.673340
	Iteration 2Q: 3 clusters Score -9549008 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -9550215.000000 Penalty: 3765.673340
	Iteration 3Q: 3 clusters Score -9550215 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -9552052.000000 Penalty: 3765.673340
	Iteration 4Q: 3 clusters Score -9552052 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -9554416.000000 Penalty: 3765.673340
	Iteration 5Q: 3 clusters Score -9554416 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -9557550.000000 Penalty: 3765.673340
	Iteration 6F: 3 clusters Score -9557550 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -9560830.000000 Penalty: 3765.673340
	Iteration 7F: 3 clusters Score -9560830 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -9564022.000000 Penalty: 3765.673340
	Iteration 8F: 3 clusters Score -9564022 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -9566618.000000 Penalty: 3765.673340
	Iteration 9F: 3 clusters Score -9566618 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -9568521.000000 Penalty: 3765.673340
	Iteration 10Q: 3 clusters Score -9568521 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -9570132.000000 Penalty: 3765.673340
	Iteration 11Q: 3 clusters Score -9570132 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -9571480.000000 Penalty: 3765.673340
	Iteration 12Q: 3 clusters Score -9571480 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -9572987.000000 Penalty: 3765.673340
	Iteration 13Q: 3 clusters Score -9572987 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -9574723.000000 Penalty: 3765.673340
	Iteration 14Q: 3 clusters Score -9574723 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -9576706.000000 Penalty: 3765.673340
	Iteration 15Q: 3 clusters Score -9576706 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -9578270.000000 Penalty: 3765.673340
	Iteration 16Q: 3 clusters Score -9578270 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -9579515.000000 Penalty: 3765.673340
	Iteration 17Q: 3 clusters Score -9579515 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -9580719.000000 Penalty: 3765.673340
	Iteration 18Q: 3 clusters Score -9580719 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -9581845.000000 Penalty: 3765.673340
	Iteration 19Q: 3 clusters Score -9581845 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9582821.000000 Penalty: 3765.673340
	Iteration 20F: 3 clusters Score -9582821 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -9583697.000000 Penalty: 3765.673340
	Iteration 21Q: 3 clusters Score -9583697 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -9584439.000000 Penalty: 3765.673340
	Iteration 22Q: 3 clusters Score -9584439 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -9584959.000000 Penalty: 3765.673340
	Iteration 23Q: 3 clusters Score -9584959 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -9585401.000000 Penalty: 3765.673340
	Iteration 24Q: 3 clusters Score -9585401 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -9585771.000000 Penalty: 3765.673340
	Iteration 25Q: 3 clusters Score -9585771 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -9586045.000000 Penalty: 3765.673340
	Iteration 26Q: 3 clusters Score -9586045 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -9586303.000000 Penalty: 3765.673340
	Iteration 27Q: 3 clusters Score -9586303 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -9586563.000000 Penalty: 3765.673340
	Iteration 28Q: 3 clusters Score -9586563 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -9586802.000000 Penalty: 3765.673340
	Iteration 29Q: 3 clusters Score -9586802 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -9587066.000000 Penalty: 3765.673340
	Iteration 30Q: 3 clusters Score -9587066 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -9587266.000000 Penalty: 3765.673340
	Iteration 31Q: 3 clusters Score -9587266 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -9587395.000000 Penalty: 3765.673340
	Iteration 32Q: 3 clusters Score -9587395 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -9587578.000000 Penalty: 3765.673340
	Iteration 33Q: 3 clusters Score -9587578 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -9587784.000000 Penalty: 3765.673340
	Iteration 34Q: 3 clusters Score -9587784 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -9588042.000000 Penalty: 3765.673340
	Iteration 35Q: 3 clusters Score -9588042 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -9588237.000000 Penalty: 3765.673340
	Iteration 36Q: 3 clusters Score -9588237 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -9588386.000000 Penalty: 3765.673340
	Iteration 37Q: 3 clusters Score -9588386 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -9588594.000000 Penalty: 3765.673340
	Iteration 38Q: 3 clusters Score -9588594 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -9588747.000000 Penalty: 3765.673340
	Iteration 39Q: 3 clusters Score -9588747 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -9588932.000000 Penalty: 3765.673340
	Iteration 40F: 3 clusters Score -9588932 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -9589039.000000 Penalty: 3765.673340
	Iteration 41Q: 3 clusters Score -9589039 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -9589177.000000 Penalty: 3765.673340
	Iteration 42Q: 3 clusters Score -9589177 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -9589280.000000 Penalty: 3765.673340
	Iteration 43Q: 3 clusters Score -9589280 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -9589389.000000 Penalty: 3765.673340
	Iteration 44Q: 3 clusters Score -9589389 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 99388 members 
Entering Unmasked Estep 
Score: -9589490.000000 Penalty: 3765.673340
	Iteration 45Q: 3 clusters Score -9589490 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -9589571.000000 Penalty: 3765.673340
	Iteration 46Q: 3 clusters Score -9589571 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -9589646.000000 Penalty: 3765.673340
	Iteration 47Q: 3 clusters Score -9589646 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -9589750.000000 Penalty: 3765.673340
	Iteration 48Q: 3 clusters Score -9589750 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -9589807.000000 Penalty: 3765.673340
	Iteration 49Q: 3 clusters Score -9589807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -9589896.000000 Penalty: 3765.673340
	Iteration 50Q: 3 clusters Score -9589896 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -9589936.000000 Penalty: 3765.673340
	Iteration 51Q: 3 clusters Score -9589936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -9589963.000000 Penalty: 3765.673340
	Iteration 52Q: 3 clusters Score -9589963 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -9589987.000000 Penalty: 3765.673340
	Iteration 53Q: 3 clusters Score -9589987 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -9590022.000000 Penalty: 3765.673340
	Iteration 54Q: 3 clusters Score -9590022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -9590042.000000 Penalty: 3765.673340
	Iteration 55Q: 3 clusters Score -9590042 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -9590051.000000 Penalty: 3765.673340
	Iteration 56Q: 3 clusters Score -9590051 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -9590078.000000 Penalty: 3765.673340
	Iteration 57Q: 3 clusters Score -9590078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 102168 members 
Entering Unmasked Estep 
Score: -9590063.000000 Penalty: 3765.673340
	Iteration 58Q: 3 clusters Score -9590063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -9590074.000000 Penalty: 3765.673340
	Iteration 59Q: 3 clusters Score -9590074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 102359 members 
Entering Unmasked Estep 
Score: -9590081.000000 Penalty: 3765.673340
	Iteration 60F: 3 clusters Score -9590081 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -9590110.000000 Penalty: 3765.673340
	Iteration 61Q: 3 clusters Score -9590110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -9590132.000000 Penalty: 3765.673340
	Iteration 62Q: 3 clusters Score -9590132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -9590131.000000 Penalty: 3765.673340
	Iteration 63Q: 3 clusters Score -9590131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -9590116.000000 Penalty: 3765.673340
	Iteration 64Q: 3 clusters Score -9590116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -9590116.000000 Penalty: 3765.673340
	Iteration 65Q: 3 clusters Score -9590116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -9590144.000000 Penalty: 3765.673340
	Iteration 66Q: 3 clusters Score -9590144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -9590145.000000 Penalty: 3765.673340
	Iteration 67Q: 3 clusters Score -9590145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -9590140.000000 Penalty: 3765.673340
	Iteration 68Q: 3 clusters Score -9590140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -9590153.000000 Penalty: 3765.673340
	Iteration 69Q: 3 clusters Score -9590153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -9590144.000000 Penalty: 3765.673340
	Iteration 70Q: 3 clusters Score -9590144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -9590144.000000 Penalty: 3765.673340
	Iteration 71Q: 3 clusters Score -9590144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 102997 members 
Entering Unmasked Estep 
Score: -9590142.000000 Penalty: 3765.673340
	Iteration 72Q: 3 clusters Score -9590142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -9590139.000000 Penalty: 3765.673340
	Iteration 73Q: 3 clusters Score -9590139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -9590150.000000 Penalty: 3765.673340
	Iteration 74Q: 3 clusters Score -9590150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -9590163.000000 Penalty: 3765.673340
	Iteration 75Q: 3 clusters Score -9590163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -9590168.000000 Penalty: 3765.673340
	Iteration 76Q: 3 clusters Score -9590168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -9590168.000000 Penalty: 3765.673340
	Iteration 77Q: 3 clusters Score -9590168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -9590186.000000 Penalty: 3765.673340
	Iteration 78Q: 3 clusters Score -9590186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -9590188.000000 Penalty: 3765.673340
	Iteration 79Q: 3 clusters Score -9590188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -9590183.000000 Penalty: 3765.673340
	Iteration 80F: 3 clusters Score -9590183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -9590184.000000 Penalty: 3765.673340
	Iteration 81Q: 3 clusters Score -9590184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -9590189.000000 Penalty: 3765.673340
	Iteration 82Q: 3 clusters Score -9590189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -9590183.000000 Penalty: 3765.673340
	Iteration 83Q: 3 clusters Score -9590183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -9590193.000000 Penalty: 3765.673340
	Iteration 84Q: 3 clusters Score -9590193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -9590186.000000 Penalty: 3765.673340
	Iteration 85Q: 3 clusters Score -9590186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -9590182.000000 Penalty: 3765.673340
	Iteration 86Q: 3 clusters Score -9590182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -9590181.000000 Penalty: 3765.673340
	Iteration 87Q: 3 clusters Score -9590181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -9590171.000000 Penalty: 3765.673340
	Iteration 88Q: 3 clusters Score -9590171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -9590170.000000 Penalty: 3765.673340
	Iteration 89Q: 3 clusters Score -9590170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -9590169.000000 Penalty: 3765.673340
	Iteration 90Q: 3 clusters Score -9590169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -9590173.000000 Penalty: 3765.673340
	Iteration 91Q: 3 clusters Score -9590173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -9590170.000000 Penalty: 3765.673340
	Iteration 92Q: 3 clusters Score -9590170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -9590174.000000 Penalty: 3765.673340
	Iteration 93Q: 3 clusters Score -9590174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -9590169.000000 Penalty: 3765.673340
	Iteration 94Q: 3 clusters Score -9590169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -9590169.000000 Penalty: 3765.673340
	Iteration 95Q: 3 clusters Score -9590169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -9590168.000000 Penalty: 3765.673340
	Iteration 96Q: 3 clusters Score -9590168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -9590172.000000 Penalty: 3765.673340
	Iteration 97Q: 3 clusters Score -9590172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -9590186.000000 Penalty: 3765.673340
	Iteration 98Q: 3 clusters Score -9590186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -9590190.000000 Penalty: 3765.673340
	Iteration 99Q: 3 clusters Score -9590190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -9590184.000000 Penalty: 3765.673340
	Iteration 100F: 3 clusters Score -9590184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -9590202.000000 Penalty: 3765.673340
	Iteration 101Q: 3 clusters Score -9590202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 103478 members 
Entering Unmasked Estep 
Score: -9590200.000000 Penalty: 3765.673340
	Iteration 102Q: 3 clusters Score -9590200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -9590204.000000 Penalty: 3765.673340
	Iteration 103Q: 3 clusters Score -9590204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -9590209.000000 Penalty: 3765.673340
	Iteration 104Q: 3 clusters Score -9590209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -9590208.000000 Penalty: 3765.673340
	Iteration 105Q: 3 clusters Score -9590208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -9590217.000000 Penalty: 3765.673340
	Iteration 106Q: 3 clusters Score -9590217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -9590222.000000 Penalty: 3765.673340
	Iteration 107Q: 3 clusters Score -9590222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -9590213.000000 Penalty: 3765.673340
	Iteration 108Q: 3 clusters Score -9590213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -9590213.000000 Penalty: 3765.673340
	Iteration 109Q: 3 clusters Score -9590213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -9590206.000000 Penalty: 3765.673340
	Iteration 110Q: 3 clusters Score -9590206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -9590200.000000 Penalty: 3765.673340
	Iteration 111Q: 3 clusters Score -9590200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -9590200.000000 Penalty: 3765.673340
	Iteration 112Q: 3 clusters Score -9590200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -9590202.000000 Penalty: 3765.673340
	Iteration 113Q: 3 clusters Score -9590202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -9590204.000000 Penalty: 3765.673340
	Iteration 114Q: 3 clusters Score -9590204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -9590200.000000 Penalty: 3765.673340
	Iteration 115Q: 3 clusters Score -9590200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -9590210.000000 Penalty: 3765.673340
	Iteration 116Q: 3 clusters Score -9590210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -9590210.000000 Penalty: 3765.673340
	Iteration 117Q: 3 clusters Score -9590210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -9590207.000000 Penalty: 3765.673340
	Iteration 118Q: 3 clusters Score -9590207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -9590206.000000 Penalty: 3765.673340
	Iteration 119Q: 3 clusters Score -9590206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -9590206.000000 Penalty: 3765.673340
	Iteration 120F: 3 clusters Score -9590206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 114497 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Entering Unmasked Estep 
Score: -76215944.000000 Penalty: 44541.554688
Splitting cluster 12 changes total score from -76140184.000000 to -76215944.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (28749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Entering Unmasked Estep 
Score: -2452386.250000 Penalty: 1668.283203
	Iteration 0F: 2 clusters Score -2452386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2432882.250000 Penalty: 3336.566406
	Iteration 0F: 3 clusters Score -2432882 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2440120.750000 Penalty: 3336.566406
	Iteration 1F: 3 clusters Score -2440121 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2440569.250000 Penalty: 3336.566406
	Iteration 2Q: 3 clusters Score -2440569 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2440989.000000 Penalty: 3336.566406
	Iteration 3Q: 3 clusters Score -2440989 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2441414.000000 Penalty: 3336.566406
	Iteration 4Q: 3 clusters Score -2441414 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2441935.000000 Penalty: 3336.566406
	Iteration 5Q: 3 clusters Score -2441935 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2442557.000000 Penalty: 3336.566406
	Iteration 6Q: 3 clusters Score -2442557 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2443366.250000 Penalty: 3336.566406
	Iteration 7Q: 3 clusters Score -2443366 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2444287.750000 Penalty: 3336.566406
	Iteration 8F: 3 clusters Score -2444288 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2445368.000000 Penalty: 3336.566406
	Iteration 9F: 3 clusters Score -2445368 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2446482.750000 Penalty: 3336.566406
	Iteration 10F: 3 clusters Score -2446483 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2447512.750000 Penalty: 3336.566406
	Iteration 11Q: 3 clusters Score -2447513 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2448389.500000 Penalty: 3336.566406
	Iteration 12Q: 3 clusters Score -2448390 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2449111.750000 Penalty: 3336.566406
	Iteration 13Q: 3 clusters Score -2449112 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -2449653.750000 Penalty: 3336.566406
	Iteration 14Q: 3 clusters Score -2449654 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2450071.750000 Penalty: 3336.566406
	Iteration 15Q: 3 clusters Score -2450072 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -2450341.250000 Penalty: 3336.566406
	Iteration 16Q: 3 clusters Score -2450341 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2450514.000000 Penalty: 3336.566406
	Iteration 17Q: 3 clusters Score -2450514 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2450633.750000 Penalty: 3336.566406
	Iteration 18Q: 3 clusters Score -2450634 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -2450744.500000 Penalty: 3336.566406
	Iteration 19Q: 3 clusters Score -2450744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2450838.250000 Penalty: 3336.566406
	Iteration 20F: 3 clusters Score -2450838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -2450909.500000 Penalty: 3336.566406
	Iteration 21Q: 3 clusters Score -2450910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -2450943.500000 Penalty: 3336.566406
	Iteration 22Q: 3 clusters Score -2450944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2450959.500000 Penalty: 3336.566406
	Iteration 23Q: 3 clusters Score -2450960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -2450968.500000 Penalty: 3336.566406
	Iteration 24Q: 3 clusters Score -2450968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2450974.500000 Penalty: 3336.566406
	Iteration 25Q: 3 clusters Score -2450974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2450979.250000 Penalty: 3336.566406
	Iteration 26Q: 3 clusters Score -2450979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2450982.500000 Penalty: 3336.566406
	Iteration 27Q: 3 clusters Score -2450982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -2450985.750000 Penalty: 3336.566406
	Iteration 28Q: 3 clusters Score -2450986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2450987.000000 Penalty: 3336.566406
	Iteration 29Q: 3 clusters Score -2450987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2450988.250000 Penalty: 3336.566406
	Iteration 30Q: 3 clusters Score -2450988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2450988.250000 Penalty: 3336.566406
	Iteration 31F: 3 clusters Score -2450988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Entering Unmasked Estep 
Score: -10112566.000000 Penalty: 1892.849365
	Iteration 0F: 2 clusters Score -1.011257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -10036121.000000 Penalty: 3785.698730
	Iteration 0F: 3 clusters Score -1.003612e+07 nChanged 54677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -10069220.000000 Penalty: 3785.698730
	Iteration 1F: 3 clusters Score -1.006922e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -10071330.000000 Penalty: 3785.698730
	Iteration 2Q: 3 clusters Score -1.007133e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -10074321.000000 Penalty: 3785.698730
	Iteration 3Q: 3 clusters Score -1.007432e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -10078077.000000 Penalty: 3785.698730
	Iteration 4F: 3 clusters Score -1.007808e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -10082643.000000 Penalty: 3785.698730
	Iteration 5F: 3 clusters Score -1.008264e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -10087609.000000 Penalty: 3785.698730
	Iteration 6F: 3 clusters Score -1.008761e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -10092220.000000 Penalty: 3785.698730
	Iteration 7F: 3 clusters Score -1.009222e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -10095426.000000 Penalty: 3785.698730
	Iteration 8F: 3 clusters Score -1.009543e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -10097217.000000 Penalty: 3785.698730
	Iteration 9Q: 3 clusters Score -1.009722e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -10098101.000000 Penalty: 3785.698730
	Iteration 10Q: 3 clusters Score -1.00981e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -10098599.000000 Penalty: 3785.698730
	Iteration 11Q: 3 clusters Score -1.00986e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -10098845.000000 Penalty: 3785.698730
	Iteration 12Q: 3 clusters Score -1.009884e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -10099079.000000 Penalty: 3785.698730
	Iteration 13Q: 3 clusters Score -1.009908e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -10099201.000000 Penalty: 3785.698730
	Iteration 14Q: 3 clusters Score -1.00992e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -10099342.000000 Penalty: 3785.698730
	Iteration 15Q: 3 clusters Score -1.009934e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -10099419.000000 Penalty: 3785.698730
	Iteration 16Q: 3 clusters Score -1.009942e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -10099487.000000 Penalty: 3785.698730
	Iteration 17Q: 3 clusters Score -1.009949e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -10099563.000000 Penalty: 3785.698730
	Iteration 18Q: 3 clusters Score -1.009956e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -10099561.000000 Penalty: 3785.698730
	Iteration 19Q: 3 clusters Score -1.009956e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -10099599.000000 Penalty: 3785.698730
	Iteration 20F: 3 clusters Score -1.00996e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -10099633.000000 Penalty: 3785.698730
	Iteration 21Q: 3 clusters Score -1.009963e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10099665.000000 Penalty: 3785.698730
	Iteration 22Q: 3 clusters Score -1.009966e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -10099670.000000 Penalty: 3785.698730
	Iteration 23Q: 3 clusters Score -1.009967e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -10099677.000000 Penalty: 3785.698730
	Iteration 24Q: 3 clusters Score -1.009968e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -10099725.000000 Penalty: 3785.698730
	Iteration 25Q: 3 clusters Score -1.009972e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -10099751.000000 Penalty: 3785.698730
	Iteration 26Q: 3 clusters Score -1.009975e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -10099809.000000 Penalty: 3785.698730
	Iteration 27Q: 3 clusters Score -1.009981e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -10099840.000000 Penalty: 3785.698730
	Iteration 28Q: 3 clusters Score -1.009984e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -10099865.000000 Penalty: 3785.698730
	Iteration 29Q: 3 clusters Score -1.009986e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10099862.000000 Penalty: 3785.698730
	Iteration 30Q: 3 clusters Score -1.009986e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -10099900.000000 Penalty: 3785.698730
	Iteration 31Q: 3 clusters Score -1.00999e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -10099882.000000 Penalty: 3785.698730
	Iteration 32Q: 3 clusters Score -1.009988e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -10099909.000000 Penalty: 3785.698730
	Iteration 33Q: 3 clusters Score -1.009991e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -10099917.000000 Penalty: 3785.698730
	Iteration 34Q: 3 clusters Score -1.009992e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -10099921.000000 Penalty: 3785.698730
	Iteration 35Q: 3 clusters Score -1.009992e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -10099907.000000 Penalty: 3785.698730
	Iteration 36Q: 3 clusters Score -1.009991e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -10099883.000000 Penalty: 3785.698730
	Iteration 37Q: 3 clusters Score -1.009988e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -10099911.000000 Penalty: 3785.698730
	Iteration 38Q: 3 clusters Score -1.009991e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -10099928.000000 Penalty: 3785.698730
	Iteration 39Q: 3 clusters Score -1.009993e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -10099947.000000 Penalty: 3785.698730
	Iteration 40F: 3 clusters Score -1.009995e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -10099923.000000 Penalty: 3785.698730
	Iteration 41Q: 3 clusters Score -1.009992e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -10099918.000000 Penalty: 3785.698730
	Iteration 42Q: 3 clusters Score -1.009992e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -10099903.000000 Penalty: 3785.698730
	Iteration 43Q: 3 clusters Score -1.00999e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -10099931.000000 Penalty: 3785.698730
	Iteration 44Q: 3 clusters Score -1.009993e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -10099955.000000 Penalty: 3785.698730
	Iteration 45Q: 3 clusters Score -1.009996e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -10099953.000000 Penalty: 3785.698730
	Iteration 46Q: 3 clusters Score -1.009995e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -10099970.000000 Penalty: 3785.698730
	Iteration 47Q: 3 clusters Score -1.009997e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -10099982.000000 Penalty: 3785.698730
	Iteration 48Q: 3 clusters Score -1.009998e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -10099991.000000 Penalty: 3785.698730
	Iteration 49Q: 3 clusters Score -1.009999e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -10100023.000000 Penalty: 3785.698730
	Iteration 50Q: 3 clusters Score -1.010002e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -10100045.000000 Penalty: 3785.698730
	Iteration 51Q: 3 clusters Score -1.010004e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -10100044.000000 Penalty: 3785.698730
	Iteration 52Q: 3 clusters Score -1.010004e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -10100051.000000 Penalty: 3785.698730
	Iteration 53Q: 3 clusters Score -1.010005e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -10100048.000000 Penalty: 3785.698730
	Iteration 54Q: 3 clusters Score -1.010005e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -10100048.000000 Penalty: 3785.698730
	Iteration 55Q: 3 clusters Score -1.010005e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -10100062.000000 Penalty: 3785.698730
	Iteration 56Q: 3 clusters Score -1.010006e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -10100066.000000 Penalty: 3785.698730
	Iteration 57Q: 3 clusters Score -1.010007e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -10100097.000000 Penalty: 3785.698730
	Iteration 58Q: 3 clusters Score -1.01001e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -10100185.000000 Penalty: 3785.698730
	Iteration 59Q: 3 clusters Score -1.010018e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -10100220.000000 Penalty: 3785.698730
	Iteration 60F: 3 clusters Score -1.010022e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -10100269.000000 Penalty: 3785.698730
	Iteration 61Q: 3 clusters Score -1.010027e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -10100350.000000 Penalty: 3785.698730
	Iteration 62Q: 3 clusters Score -1.010035e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -10100433.000000 Penalty: 3785.698730
	Iteration 63Q: 3 clusters Score -1.010043e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -10100518.000000 Penalty: 3785.698730
	Iteration 64Q: 3 clusters Score -1.010052e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -10100582.000000 Penalty: 3785.698730
	Iteration 65Q: 3 clusters Score -1.010058e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -10100651.000000 Penalty: 3785.698730
	Iteration 66Q: 3 clusters Score -1.010065e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -10100709.000000 Penalty: 3785.698730
	Iteration 67Q: 3 clusters Score -1.010071e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -10100780.000000 Penalty: 3785.698730
	Iteration 68Q: 3 clusters Score -1.010078e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -10100833.000000 Penalty: 3785.698730
	Iteration 69Q: 3 clusters Score -1.010083e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -10100893.000000 Penalty: 3785.698730
	Iteration 70Q: 3 clusters Score -1.010089e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -10100971.000000 Penalty: 3785.698730
	Iteration 71Q: 3 clusters Score -1.010097e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -10101126.000000 Penalty: 3785.698730
	Iteration 72Q: 3 clusters Score -1.010113e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -10101240.000000 Penalty: 3785.698730
	Iteration 73Q: 3 clusters Score -1.010124e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -10101374.000000 Penalty: 3785.698730
	Iteration 74Q: 3 clusters Score -1.010137e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -10101499.000000 Penalty: 3785.698730
	Iteration 75Q: 3 clusters Score -1.01015e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -10101573.000000 Penalty: 3785.698730
	Iteration 76Q: 3 clusters Score -1.010157e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -10101734.000000 Penalty: 3785.698730
	Iteration 77Q: 3 clusters Score -1.010173e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -10101886.000000 Penalty: 3785.698730
	Iteration 78Q: 3 clusters Score -1.010189e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -10101999.000000 Penalty: 3785.698730
	Iteration 79Q: 3 clusters Score -1.0102e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -10102215.000000 Penalty: 3785.698730
	Iteration 80F: 3 clusters Score -1.010222e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -10102427.000000 Penalty: 3785.698730
	Iteration 81Q: 3 clusters Score -1.010243e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -10102681.000000 Penalty: 3785.698730
	Iteration 82Q: 3 clusters Score -1.010268e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -10102906.000000 Penalty: 3785.698730
	Iteration 83Q: 3 clusters Score -1.010291e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -10103089.000000 Penalty: 3785.698730
	Iteration 84Q: 3 clusters Score -1.010309e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 3785.698730
	Iteration 85Q: 3 clusters Score -1.010333e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -10103582.000000 Penalty: 3785.698730
	Iteration 86Q: 3 clusters Score -1.010358e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -10103832.000000 Penalty: 3785.698730
	Iteration 87Q: 3 clusters Score -1.010383e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -10104124.000000 Penalty: 3785.698730
	Iteration 88Q: 3 clusters Score -1.010412e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -10104405.000000 Penalty: 3785.698730
	Iteration 89Q: 3 clusters Score -1.01044e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -10104709.000000 Penalty: 3785.698730
	Iteration 90Q: 3 clusters Score -1.010471e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -10104972.000000 Penalty: 3785.698730
	Iteration 91Q: 3 clusters Score -1.010497e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -10105209.000000 Penalty: 3785.698730
	Iteration 92Q: 3 clusters Score -1.010521e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -10105499.000000 Penalty: 3785.698730
	Iteration 93Q: 3 clusters Score -1.01055e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -10105730.000000 Penalty: 3785.698730
	Iteration 94Q: 3 clusters Score -1.010573e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -10106027.000000 Penalty: 3785.698730
	Iteration 95Q: 3 clusters Score -1.010603e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -10106315.000000 Penalty: 3785.698730
	Iteration 96Q: 3 clusters Score -1.010632e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -10106596.000000 Penalty: 3785.698730
	Iteration 97Q: 3 clusters Score -1.01066e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -10106893.000000 Penalty: 3785.698730
	Iteration 98Q: 3 clusters Score -1.010689e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -10107138.000000 Penalty: 3785.698730
	Iteration 99Q: 3 clusters Score -1.010714e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -10107426.000000 Penalty: 3785.698730
	Iteration 100F: 3 clusters Score -1.010743e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -10107770.000000 Penalty: 3785.698730
	Iteration 101Q: 3 clusters Score -1.010777e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -10108096.000000 Penalty: 3785.698730
	Iteration 102Q: 3 clusters Score -1.01081e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -10108370.000000 Penalty: 3785.698730
	Iteration 103Q: 3 clusters Score -1.010837e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -10108700.000000 Penalty: 3785.698730
	Iteration 104Q: 3 clusters Score -1.01087e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -10109082.000000 Penalty: 3785.698730
	Iteration 105Q: 3 clusters Score -1.010908e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -10109532.000000 Penalty: 3785.698730
	Iteration 106Q: 3 clusters Score -1.010953e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -10109888.000000 Penalty: 3785.698730
	Iteration 107Q: 3 clusters Score -1.010989e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -10110209.000000 Penalty: 3785.698730
	Iteration 108Q: 3 clusters Score -1.011021e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -10110622.000000 Penalty: 3785.698730
	Iteration 109Q: 3 clusters Score -1.011062e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -10111028.000000 Penalty: 3785.698730
	Iteration 110Q: 3 clusters Score -1.011103e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -10111504.000000 Penalty: 3785.698730
	Iteration 111Q: 3 clusters Score -1.01115e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -10112009.000000 Penalty: 3785.698730
	Iteration 112Q: 3 clusters Score -1.011201e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -10112237.000000 Penalty: 3785.698730
	Iteration 113Q: 3 clusters Score -1.011224e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -10112374.000000 Penalty: 3785.698730
	Iteration 114Q: 3 clusters Score -1.011237e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -10112419.000000 Penalty: 3785.698730
	Iteration 115Q: 3 clusters Score -1.011242e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 108162 members 
Entering Unmasked Estep 
Score: -10112467.000000 Penalty: 3785.698730
	Iteration 116Q: 3 clusters Score -1.011247e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -10112521.000000 Penalty: 3785.698730
	Iteration 117Q: 3 clusters Score -1.011252e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -10112595.000000 Penalty: 3785.698730
	Iteration 118Q: 3 clusters Score -1.01126e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -10112654.000000 Penalty: 3785.698730
	Iteration 119Q: 3 clusters Score -1.011265e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -10112700.000000 Penalty: 3785.698730
	Iteration 120F: 3 clusters Score -1.01127e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -10112732.000000 Penalty: 3785.698730
	Iteration 121Q: 3 clusters Score -1.011273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -10112750.000000 Penalty: 3785.698730
	Iteration 122Q: 3 clusters Score -1.011275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -10112760.000000 Penalty: 3785.698730
	Iteration 123Q: 3 clusters Score -1.011276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -10112739.000000 Penalty: 3785.698730
	Iteration 124Q: 3 clusters Score -1.011274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -10112737.000000 Penalty: 3785.698730
	Iteration 125Q: 3 clusters Score -1.011274e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -10112725.000000 Penalty: 3785.698730
	Iteration 126Q: 3 clusters Score -1.011272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -10112735.000000 Penalty: 3785.698730
	Iteration 127Q: 3 clusters Score -1.011274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -10112743.000000 Penalty: 3785.698730
	Iteration 128Q: 3 clusters Score -1.011274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -10112748.000000 Penalty: 3785.698730
	Iteration 129Q: 3 clusters Score -1.011275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -10112742.000000 Penalty: 3785.698730
	Iteration 130Q: 3 clusters Score -1.011274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -10112745.000000 Penalty: 3785.698730
	Iteration 131Q: 3 clusters Score -1.011274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -10112740.000000 Penalty: 3785.698730
	Iteration 132Q: 3 clusters Score -1.011274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -10112736.000000 Penalty: 3785.698730
	Iteration 133Q: 3 clusters Score -1.011274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -10112732.000000 Penalty: 3785.698730
	Iteration 134Q: 3 clusters Score -1.011273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -10112729.000000 Penalty: 3785.698730
	Iteration 135Q: 3 clusters Score -1.011273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -10112753.000000 Penalty: 3785.698730
	Iteration 136Q: 3 clusters Score -1.011275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -10112746.000000 Penalty: 3785.698730
	Iteration 137Q: 3 clusters Score -1.011275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -10112743.000000 Penalty: 3785.698730
	Iteration 138Q: 3 clusters Score -1.011274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -10112735.000000 Penalty: 3785.698730
	Iteration 139Q: 3 clusters Score -1.011274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -10112750.000000 Penalty: 3785.698730
	Iteration 140F: 3 clusters Score -1.011275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -10112740.000000 Penalty: 3785.698730
	Iteration 141Q: 3 clusters Score -1.011274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -10112736.000000 Penalty: 3785.698730
	Iteration 142Q: 3 clusters Score -1.011274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -10112732.000000 Penalty: 3785.698730
	Iteration 143Q: 3 clusters Score -1.011273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -10112733.000000 Penalty: 3785.698730
	Iteration 144Q: 3 clusters Score -1.011273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -10112732.000000 Penalty: 3785.698730
	Iteration 145Q: 3 clusters Score -1.011273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -10112732.000000 Penalty: 3785.698730
	Iteration 146F: 3 clusters Score -1.011273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Mstep: Class 21 contains 109374 members 
Entering Unmasked Estep 
Score: -76216128.000000 Penalty: 46768.632812
Splitting cluster 14 changes total score from -76140184.000000 to -76216128.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (8942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Entering Unmasked Estep 
Score: -702486.312500 Penalty: 1478.508667
	Iteration 0F: 2 clusters Score -702486.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -696167.250000 Penalty: 2957.017334
	Iteration 0F: 3 clusters Score -696167.2 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -699020.312500 Penalty: 2957.017334
	Iteration 1F: 3 clusters Score -699020.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -700140.812500 Penalty: 2957.017334
	Iteration 2F: 3 clusters Score -700140.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -701526.875000 Penalty: 2957.017334
	Iteration 3F: 3 clusters Score -701526.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -702787.875000 Penalty: 2957.017334
	Iteration 4F: 3 clusters Score -702787.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -703508.375000 Penalty: 2957.017334
	Iteration 5F: 3 clusters Score -703508.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -703863.500000 Penalty: 2957.017334
	Iteration 6Q: 3 clusters Score -703863.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -704138.125000 Penalty: 2957.017334
	Iteration 7Q: 3 clusters Score -704138.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -704461.812500 Penalty: 2957.017334
	Iteration 8Q: 3 clusters Score -704461.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -704787.937500 Penalty: 2957.017334
	Iteration 9Q: 3 clusters Score -704787.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -705192.937500 Penalty: 2957.017334
	Iteration 10Q: 3 clusters Score -705192.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -705524.312500 Penalty: 2957.017334
	Iteration 11Q: 3 clusters Score -705524.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -705820.750000 Penalty: 2957.017334
	Iteration 12Q: 3 clusters Score -705820.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -706122.562500 Penalty: 2957.017334
	Iteration 13Q: 3 clusters Score -706122.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -706285.000000 Penalty: 2957.017334
	Iteration 14Q: 3 clusters Score -706285 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -706334.687500 Penalty: 2957.017334
	Iteration 15Q: 3 clusters Score -706334.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -706355.125000 Penalty: 2957.017334
	Iteration 16Q: 3 clusters Score -706355.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -706365.437500 Penalty: 2957.017334
	Iteration 17Q: 3 clusters Score -706365.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -706369.000000 Penalty: 2957.017334
	Iteration 18Q: 3 clusters Score -706369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -706370.937500 Penalty: 2957.017334
	Iteration 19Q: 3 clusters Score -706370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -706377.875000 Penalty: 2957.017334
	Iteration 20F: 3 clusters Score -706377.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -706379.625000 Penalty: 2957.017334
	Iteration 21Q: 3 clusters Score -706379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -706380.937500 Penalty: 2957.017334
	Iteration 22Q: 3 clusters Score -706380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -706381.375000 Penalty: 2957.017334
	Iteration 23Q: 3 clusters Score -706381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -706383.562500 Penalty: 2957.017334
	Iteration 24Q: 3 clusters Score -706383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -706382.125000 Penalty: 2957.017334
	Iteration 25Q: 3 clusters Score -706382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -706385.000000 Penalty: 2957.017334
	Iteration 26Q: 3 clusters Score -706385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -706384.812500 Penalty: 2957.017334
	Iteration 27Q: 3 clusters Score -706384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -706386.500000 Penalty: 2957.017334
	Iteration 28Q: 3 clusters Score -706386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -706388.250000 Penalty: 2957.017334
	Iteration 29Q: 3 clusters Score -706388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -706388.250000 Penalty: 2957.017334
	Iteration 30Q: 3 clusters Score -706388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -706386.687500 Penalty: 2957.017334
	Iteration 31Q: 3 clusters Score -706386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -706388.000000 Penalty: 2957.017334
	Iteration 32Q: 3 clusters Score -706388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -706387.625000 Penalty: 2957.017334
	Iteration 33Q: 3 clusters Score -706387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -706388.625000 Penalty: 2957.017334
	Iteration 34Q: 3 clusters Score -706388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -706389.500000 Penalty: 2957.017334
	Iteration 35Q: 3 clusters Score -706389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -706389.500000 Penalty: 2957.017334
	Iteration 36F: 3 clusters Score -706389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Mstep: Class 21 contains 109374 members 
Mstep: Class 22 contains 6447 members 
Entering Unmasked Estep 
Score: -76218656.000000 Penalty: 48995.710938
Splitting cluster 15 changes total score from -76140184.000000 to -76218656.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1037053.187500 Penalty: 1529.286255
	Iteration 0F: 2 clusters Score -1037053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1028583.062500 Penalty: 3058.572510
	Iteration 0F: 3 clusters Score -1028583 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1031850.875000 Penalty: 3058.572510
	Iteration 1F: 3 clusters Score -1031851 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1033169.375000 Penalty: 3058.572510
	Iteration 2F: 3 clusters Score -1033169 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1035312.562500 Penalty: 3058.572510
	Iteration 3F: 3 clusters Score -1035313 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1037254.375000 Penalty: 3058.572510
	Iteration 4F: 3 clusters Score -1037254 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1037975.812500 Penalty: 3058.572510
	Iteration 5F: 3 clusters Score -1037976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1038155.687500 Penalty: 3058.572510
	Iteration 6Q: 3 clusters Score -1038156 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1038211.562500 Penalty: 3058.572510
	Iteration 7Q: 3 clusters Score -1038212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1038225.562500 Penalty: 3058.572510
	Iteration 8Q: 3 clusters Score -1038226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1038231.500000 Penalty: 3058.572510
	Iteration 9Q: 3 clusters Score -1038232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1038236.812500 Penalty: 3058.572510
	Iteration 10Q: 3 clusters Score -1038237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1038236.625000 Penalty: 3058.572510
	Iteration 11Q: 3 clusters Score -1038237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1038239.187500 Penalty: 3058.572510
	Iteration 12Q: 3 clusters Score -1038239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1038241.125000 Penalty: 3058.572510
	Iteration 13Q: 3 clusters Score -1038241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1038242.562500 Penalty: 3058.572510
	Iteration 14Q: 3 clusters Score -1038243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1038242.625000 Penalty: 3058.572510
	Iteration 15Q: 3 clusters Score -1038243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1038242.125000 Penalty: 3058.572510
	Iteration 16Q: 3 clusters Score -1038242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1038244.937500 Penalty: 3058.572510
	Iteration 17Q: 3 clusters Score -1038245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1038245.250000 Penalty: 3058.572510
	Iteration 18Q: 3 clusters Score -1038245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1038244.625000 Penalty: 3058.572510
	Iteration 19Q: 3 clusters Score -1038245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1038244.812500 Penalty: 3058.572510
	Iteration 20F: 3 clusters Score -1038245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1038244.937500 Penalty: 3058.572510
	Iteration 21Q: 3 clusters Score -1038245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1038245.375000 Penalty: 3058.572510
	Iteration 22Q: 3 clusters Score -1038245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1038243.875000 Penalty: 3058.572510
	Iteration 23Q: 3 clusters Score -1038244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1038243.375000 Penalty: 3058.572510
	Iteration 24Q: 3 clusters Score -1038243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1038243.375000 Penalty: 3058.572510
	Iteration 25F: 3 clusters Score -1038243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Mstep: Class 21 contains 109374 members 
Mstep: Class 22 contains 6447 members 
Mstep: Class 23 contains 8049 members 
Entering Unmasked Estep 
Score: -76219224.000000 Penalty: 51222.789062
Splitting cluster 16 changes total score from -76140184.000000 to -76219224.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -256786.296875 Penalty: 1325.572754
	Iteration 0F: 2 clusters Score -256786.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -253912.500000 Penalty: 2651.145508
	Iteration 0F: 3 clusters Score -253912.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -255492.031250 Penalty: 2651.145508
	Iteration 1F: 3 clusters Score -255492 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -256907.000000 Penalty: 2651.145508
	Iteration 2F: 3 clusters Score -256907 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -258333.390625 Penalty: 2651.145508
	Iteration 3F: 3 clusters Score -258333.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -258882.500000 Penalty: 2651.145508
	Iteration 4F: 3 clusters Score -258882.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -259121.406250 Penalty: 2651.145508
	Iteration 5Q: 3 clusters Score -259121.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -259283.687500 Penalty: 2651.145508
	Iteration 6Q: 3 clusters Score -259283.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -259414.187500 Penalty: 2651.145508
	Iteration 7Q: 3 clusters Score -259414.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -259498.390625 Penalty: 2651.145508
	Iteration 8Q: 3 clusters Score -259498.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -259531.531250 Penalty: 2651.145508
	Iteration 9Q: 3 clusters Score -259531.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -259544.687500 Penalty: 2651.145508
	Iteration 10Q: 3 clusters Score -259544.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -259551.718750 Penalty: 2651.145508
	Iteration 11Q: 3 clusters Score -259551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -259554.203125 Penalty: 2651.145508
	Iteration 12Q: 3 clusters Score -259554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -259555.468750 Penalty: 2651.145508
	Iteration 13Q: 3 clusters Score -259555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -259556.500000 Penalty: 2651.145508
	Iteration 14Q: 3 clusters Score -259556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -259558.093750 Penalty: 2651.145508
	Iteration 15Q: 3 clusters Score -259558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259558.890625 Penalty: 2651.145508
	Iteration 16Q: 3 clusters Score -259558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -259559.437500 Penalty: 2651.145508
	Iteration 17Q: 3 clusters Score -259559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -259559.750000 Penalty: 2651.145508
	Iteration 18Q: 3 clusters Score -259559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -259559.671875 Penalty: 2651.145508
	Iteration 19Q: 3 clusters Score -259559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -259564.671875 Penalty: 2651.145508
	Iteration 20F: 3 clusters Score -259564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259567.609375 Penalty: 2651.145508
	Iteration 21Q: 3 clusters Score -259567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259569.718750 Penalty: 2651.145508
	Iteration 22Q: 3 clusters Score -259569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -259572.281250 Penalty: 2651.145508
	Iteration 23Q: 3 clusters Score -259572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -259573.906250 Penalty: 2651.145508
	Iteration 24Q: 3 clusters Score -259573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -259575.468750 Penalty: 2651.145508
	Iteration 25Q: 3 clusters Score -259575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -259575.187500 Penalty: 2651.145508
	Iteration 26Q: 3 clusters Score -259575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -259575.187500 Penalty: 2651.145508
	Iteration 27F: 3 clusters Score -259575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 17904 members 
Mstep: Class 21 contains 109374 members 
Mstep: Class 22 contains 6447 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 2021 members 
Entering Unmasked Estep 
Score: -76221272.000000 Penalty: 53449.867188
Splitting cluster 17 changes total score from -76140184.000000 to -76221272.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (113545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Entering Unmasked Estep 
Score: -9727293.000000 Penalty: 1891.492676
	Iteration 0F: 2 clusters Score -9727293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -9651491.000000 Penalty: 3782.985352
	Iteration 0F: 3 clusters Score -9651491 nChanged 54434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -9683229.000000 Penalty: 3782.985352
	Iteration 1F: 3 clusters Score -9683229 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -9684133.000000 Penalty: 3782.985352
	Iteration 2Q: 3 clusters Score -9684133 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -9685293.000000 Penalty: 3782.985352
	Iteration 3Q: 3 clusters Score -9685293 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -9686753.000000 Penalty: 3782.985352
	Iteration 4Q: 3 clusters Score -9686753 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -9688944.000000 Penalty: 3782.985352
	Iteration 5Q: 3 clusters Score -9688944 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -9691798.000000 Penalty: 3782.985352
	Iteration 6F: 3 clusters Score -9691798 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -9695252.000000 Penalty: 3782.985352
	Iteration 7F: 3 clusters Score -9695252 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -9698794.000000 Penalty: 3782.985352
	Iteration 8F: 3 clusters Score -9698794 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -9702034.000000 Penalty: 3782.985352
	Iteration 9F: 3 clusters Score -9702034 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -9704991.000000 Penalty: 3782.985352
	Iteration 10Q: 3 clusters Score -9704991 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -9707524.000000 Penalty: 3782.985352
	Iteration 11Q: 3 clusters Score -9707524 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -9709484.000000 Penalty: 3782.985352
	Iteration 12Q: 3 clusters Score -9709484 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -9710731.000000 Penalty: 3782.985352
	Iteration 13Q: 3 clusters Score -9710731 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -9711580.000000 Penalty: 3782.985352
	Iteration 14Q: 3 clusters Score -9711580 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -9712283.000000 Penalty: 3782.985352
	Iteration 15Q: 3 clusters Score -9712283 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9712995.000000 Penalty: 3782.985352
	Iteration 16Q: 3 clusters Score -9712995 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -9713610.000000 Penalty: 3782.985352
	Iteration 17Q: 3 clusters Score -9713610 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -9714214.000000 Penalty: 3782.985352
	Iteration 18Q: 3 clusters Score -9714214 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9714881.000000 Penalty: 3782.985352
	Iteration 19Q: 3 clusters Score -9714881 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9715512.000000 Penalty: 3782.985352
	Iteration 20F: 3 clusters Score -9715512 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -9716129.000000 Penalty: 3782.985352
	Iteration 21Q: 3 clusters Score -9716129 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9716768.000000 Penalty: 3782.985352
	Iteration 22Q: 3 clusters Score -9716768 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -9717425.000000 Penalty: 3782.985352
	Iteration 23Q: 3 clusters Score -9717425 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -9718089.000000 Penalty: 3782.985352
	Iteration 24Q: 3 clusters Score -9718089 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -9718665.000000 Penalty: 3782.985352
	Iteration 25Q: 3 clusters Score -9718665 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -9719373.000000 Penalty: 3782.985352
	Iteration 26Q: 3 clusters Score -9719373 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -9719986.000000 Penalty: 3782.985352
	Iteration 27Q: 3 clusters Score -9719986 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -9720669.000000 Penalty: 3782.985352
	Iteration 28Q: 3 clusters Score -9720669 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -9721414.000000 Penalty: 3782.985352
	Iteration 29Q: 3 clusters Score -9721414 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -9722043.000000 Penalty: 3782.985352
	Iteration 30Q: 3 clusters Score -9722043 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -9722694.000000 Penalty: 3782.985352
	Iteration 31Q: 3 clusters Score -9722694 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -9723202.000000 Penalty: 3782.985352
	Iteration 32Q: 3 clusters Score -9723202 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -9723705.000000 Penalty: 3782.985352
	Iteration 33Q: 3 clusters Score -9723705 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -9724120.000000 Penalty: 3782.985352
	Iteration 34Q: 3 clusters Score -9724120 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -9724487.000000 Penalty: 3782.985352
	Iteration 35Q: 3 clusters Score -9724487 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -9724862.000000 Penalty: 3782.985352
	Iteration 36Q: 3 clusters Score -9724862 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -9725142.000000 Penalty: 3782.985352
	Iteration 37Q: 3 clusters Score -9725142 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9725370.000000 Penalty: 3782.985352
	Iteration 38Q: 3 clusters Score -9725370 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9725538.000000 Penalty: 3782.985352
	Iteration 39Q: 3 clusters Score -9725538 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9725697.000000 Penalty: 3782.985352
	Iteration 40F: 3 clusters Score -9725697 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9725814.000000 Penalty: 3782.985352
	Iteration 41Q: 3 clusters Score -9725814 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9725917.000000 Penalty: 3782.985352
	Iteration 42Q: 3 clusters Score -9725917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9725943.000000 Penalty: 3782.985352
	Iteration 43Q: 3 clusters Score -9725943 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9726012.000000 Penalty: 3782.985352
	Iteration 44Q: 3 clusters Score -9726012 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9726077.000000 Penalty: 3782.985352
	Iteration 45Q: 3 clusters Score -9726077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9726130.000000 Penalty: 3782.985352
	Iteration 46Q: 3 clusters Score -9726130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9726160.000000 Penalty: 3782.985352
	Iteration 47Q: 3 clusters Score -9726160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9726193.000000 Penalty: 3782.985352
	Iteration 48Q: 3 clusters Score -9726193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9726204.000000 Penalty: 3782.985352
	Iteration 49Q: 3 clusters Score -9726204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9726221.000000 Penalty: 3782.985352
	Iteration 50Q: 3 clusters Score -9726221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111687 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9726232.000000 Penalty: 3782.985352
	Iteration 51Q: 3 clusters Score -9726232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9726244.000000 Penalty: 3782.985352
	Iteration 52Q: 3 clusters Score -9726244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9726261.000000 Penalty: 3782.985352
	Iteration 53Q: 3 clusters Score -9726261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111737 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9726256.000000 Penalty: 3782.985352
	Iteration 54Q: 3 clusters Score -9726256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9726243.000000 Penalty: 3782.985352
	Iteration 55Q: 3 clusters Score -9726243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9726249.000000 Penalty: 3782.985352
	Iteration 56Q: 3 clusters Score -9726249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9726248.000000 Penalty: 3782.985352
	Iteration 57Q: 3 clusters Score -9726248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9726254.000000 Penalty: 3782.985352
	Iteration 58Q: 3 clusters Score -9726254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9726253.000000 Penalty: 3782.985352
	Iteration 59Q: 3 clusters Score -9726253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9726249.000000 Penalty: 3782.985352
	Iteration 60F: 3 clusters Score -9726249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9726251.000000 Penalty: 3782.985352
	Iteration 61Q: 3 clusters Score -9726251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111792 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9726254.000000 Penalty: 3782.985352
	Iteration 62Q: 3 clusters Score -9726254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111795 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9726253.000000 Penalty: 3782.985352
	Iteration 63Q: 3 clusters Score -9726253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9726257.000000 Penalty: 3782.985352
	Iteration 64Q: 3 clusters Score -9726257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9726256.000000 Penalty: 3782.985352
	Iteration 65Q: 3 clusters Score -9726256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9726251.000000 Penalty: 3782.985352
	Iteration 66Q: 3 clusters Score -9726251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9726250.000000 Penalty: 3782.985352
	Iteration 67Q: 3 clusters Score -9726250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9726246.000000 Penalty: 3782.985352
	Iteration 68Q: 3 clusters Score -9726246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9726246.000000 Penalty: 3782.985352
	Iteration 69F: 3 clusters Score -9726246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Entering Unmasked Estep 
Score: -998631.750000 Penalty: 1520.321655
	Iteration 0F: 2 clusters Score -998631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -990487.500000 Penalty: 3040.643311
	Iteration 0F: 3 clusters Score -990487.5 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -993205.000000 Penalty: 3040.643311
	Iteration 1F: 3 clusters Score -993205 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -993554.687500 Penalty: 3040.643311
	Iteration 2F: 3 clusters Score -993554.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -993903.375000 Penalty: 3040.643311
	Iteration 3F: 3 clusters Score -993903.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -994334.562500 Penalty: 3040.643311
	Iteration 4F: 3 clusters Score -994334.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -994797.562500 Penalty: 3040.643311
	Iteration 5F: 3 clusters Score -994797.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -995251.500000 Penalty: 3040.643311
	Iteration 6F: 3 clusters Score -995251.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -995665.250000 Penalty: 3040.643311
	Iteration 7F: 3 clusters Score -995665.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -996003.375000 Penalty: 3040.643311
	Iteration 8Q: 3 clusters Score -996003.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -996299.812500 Penalty: 3040.643311
	Iteration 9Q: 3 clusters Score -996299.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -996544.812500 Penalty: 3040.643311
	Iteration 10Q: 3 clusters Score -996544.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -996749.937500 Penalty: 3040.643311
	Iteration 11Q: 3 clusters Score -996749.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -996916.062500 Penalty: 3040.643311
	Iteration 12Q: 3 clusters Score -996916.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -997025.312500 Penalty: 3040.643311
	Iteration 13Q: 3 clusters Score -997025.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -997106.687500 Penalty: 3040.643311
	Iteration 14Q: 3 clusters Score -997106.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -997153.125000 Penalty: 3040.643311
	Iteration 15Q: 3 clusters Score -997153.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -997184.375000 Penalty: 3040.643311
	Iteration 16Q: 3 clusters Score -997184.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -997211.500000 Penalty: 3040.643311
	Iteration 17Q: 3 clusters Score -997211.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -997230.750000 Penalty: 3040.643311
	Iteration 18Q: 3 clusters Score -997230.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -997250.937500 Penalty: 3040.643311
	Iteration 19Q: 3 clusters Score -997250.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -997269.625000 Penalty: 3040.643311
	Iteration 20F: 3 clusters Score -997269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -997279.187500 Penalty: 3040.643311
	Iteration 21Q: 3 clusters Score -997279.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -997287.625000 Penalty: 3040.643311
	Iteration 22Q: 3 clusters Score -997287.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -997293.437500 Penalty: 3040.643311
	Iteration 23Q: 3 clusters Score -997293.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -997299.812500 Penalty: 3040.643311
	Iteration 24Q: 3 clusters Score -997299.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -997306.125000 Penalty: 3040.643311
	Iteration 25Q: 3 clusters Score -997306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -997314.062500 Penalty: 3040.643311
	Iteration 26Q: 3 clusters Score -997314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -997318.875000 Penalty: 3040.643311
	Iteration 27Q: 3 clusters Score -997318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -997321.312500 Penalty: 3040.643311
	Iteration 28Q: 3 clusters Score -997321.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -997326.750000 Penalty: 3040.643311
	Iteration 29Q: 3 clusters Score -997326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -997332.875000 Penalty: 3040.643311
	Iteration 30Q: 3 clusters Score -997332.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -997337.937500 Penalty: 3040.643311
	Iteration 31Q: 3 clusters Score -997337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -997340.812500 Penalty: 3040.643311
	Iteration 32Q: 3 clusters Score -997340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -997341.562500 Penalty: 3040.643311
	Iteration 33Q: 3 clusters Score -997341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -997344.812500 Penalty: 3040.643311
	Iteration 34Q: 3 clusters Score -997344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -997349.625000 Penalty: 3040.643311
	Iteration 35Q: 3 clusters Score -997349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -997351.125000 Penalty: 3040.643311
	Iteration 36Q: 3 clusters Score -997351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -997354.687500 Penalty: 3040.643311
	Iteration 37Q: 3 clusters Score -997354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -997357.937500 Penalty: 3040.643311
	Iteration 38Q: 3 clusters Score -997357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -997358.812500 Penalty: 3040.643311
	Iteration 39Q: 3 clusters Score -997358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -997363.562500 Penalty: 3040.643311
	Iteration 40F: 3 clusters Score -997363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -997363.625000 Penalty: 3040.643311
	Iteration 41Q: 3 clusters Score -997363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -997370.375000 Penalty: 3040.643311
	Iteration 42Q: 3 clusters Score -997370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -997373.625000 Penalty: 3040.643311
	Iteration 43Q: 3 clusters Score -997373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -997374.625000 Penalty: 3040.643311
	Iteration 44Q: 3 clusters Score -997374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -997375.000000 Penalty: 3040.643311
	Iteration 45Q: 3 clusters Score -997375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -997377.250000 Penalty: 3040.643311
	Iteration 46Q: 3 clusters Score -997377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -997381.437500 Penalty: 3040.643311
	Iteration 47Q: 3 clusters Score -997381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -997387.187500 Penalty: 3040.643311
	Iteration 48Q: 3 clusters Score -997387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -997389.812500 Penalty: 3040.643311
	Iteration 49Q: 3 clusters Score -997389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -997394.187500 Penalty: 3040.643311
	Iteration 50Q: 3 clusters Score -997394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -997401.500000 Penalty: 3040.643311
	Iteration 51Q: 3 clusters Score -997401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -997401.875000 Penalty: 3040.643311
	Iteration 52Q: 3 clusters Score -997401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -997402.062500 Penalty: 3040.643311
	Iteration 53Q: 3 clusters Score -997402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -997402.062500 Penalty: 3040.643311
	Iteration 54F: 3 clusters Score -997402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Entering Unmasked Estep 
Score: -1347828.500000 Penalty: 1591.326538
	Iteration 0F: 2 clusters Score -1347828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1335734.250000 Penalty: 3182.653076
	Iteration 0F: 3 clusters Score -1335734 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1340369.625000 Penalty: 3182.653076
	Iteration 1F: 3 clusters Score -1340370 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1341043.875000 Penalty: 3182.653076
	Iteration 2F: 3 clusters Score -1341044 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1341838.375000 Penalty: 3182.653076
	Iteration 3F: 3 clusters Score -1341838 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1342718.625000 Penalty: 3182.653076
	Iteration 4F: 3 clusters Score -1342719 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1343527.250000 Penalty: 3182.653076
	Iteration 5F: 3 clusters Score -1343527 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1344186.500000 Penalty: 3182.653076
	Iteration 6F: 3 clusters Score -1344186 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1344715.125000 Penalty: 3182.653076
	Iteration 7Q: 3 clusters Score -1344715 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1345189.125000 Penalty: 3182.653076
	Iteration 8Q: 3 clusters Score -1345189 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1345534.250000 Penalty: 3182.653076
	Iteration 9Q: 3 clusters Score -1345534 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1345760.750000 Penalty: 3182.653076
	Iteration 10Q: 3 clusters Score -1345761 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1345911.750000 Penalty: 3182.653076
	Iteration 11Q: 3 clusters Score -1345912 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1346073.000000 Penalty: 3182.653076
	Iteration 12Q: 3 clusters Score -1346073 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1346242.375000 Penalty: 3182.653076
	Iteration 13Q: 3 clusters Score -1346242 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1346415.000000 Penalty: 3182.653076
	Iteration 14Q: 3 clusters Score -1346415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1346564.000000 Penalty: 3182.653076
	Iteration 15Q: 3 clusters Score -1346564 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1346677.500000 Penalty: 3182.653076
	Iteration 16Q: 3 clusters Score -1346678 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1346773.500000 Penalty: 3182.653076
	Iteration 17Q: 3 clusters Score -1346774 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1346860.625000 Penalty: 3182.653076
	Iteration 18Q: 3 clusters Score -1346861 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1346994.000000 Penalty: 3182.653076
	Iteration 19Q: 3 clusters Score -1346994 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1347156.250000 Penalty: 3182.653076
	Iteration 20F: 3 clusters Score -1347156 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1347406.250000 Penalty: 3182.653076
	Iteration 21Q: 3 clusters Score -1347406 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1347666.375000 Penalty: 3182.653076
	Iteration 22Q: 3 clusters Score -1347666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1347810.375000 Penalty: 3182.653076
	Iteration 23Q: 3 clusters Score -1347810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1347867.125000 Penalty: 3182.653076
	Iteration 24Q: 3 clusters Score -1347867 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1347905.625000 Penalty: 3182.653076
	Iteration 25Q: 3 clusters Score -1347906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1347915.750000 Penalty: 3182.653076
	Iteration 26Q: 3 clusters Score -1347916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1347923.500000 Penalty: 3182.653076
	Iteration 27Q: 3 clusters Score -1347924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1347925.875000 Penalty: 3182.653076
	Iteration 28Q: 3 clusters Score -1347926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1347930.500000 Penalty: 3182.653076
	Iteration 29Q: 3 clusters Score -1347930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1347931.125000 Penalty: 3182.653076
	Iteration 30Q: 3 clusters Score -1347931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1347931.875000 Penalty: 3182.653076
	Iteration 31Q: 3 clusters Score -1347932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1347934.375000 Penalty: 3182.653076
	Iteration 32Q: 3 clusters Score -1347934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1347934.500000 Penalty: 3182.653076
	Iteration 33Q: 3 clusters Score -1347934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1347934.125000 Penalty: 3182.653076
	Iteration 34Q: 3 clusters Score -1347934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1347933.500000 Penalty: 3182.653076
	Iteration 35Q: 3 clusters Score -1347934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1347936.875000 Penalty: 3182.653076
	Iteration 36Q: 3 clusters Score -1347937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1347933.000000 Penalty: 3182.653076
	Iteration 37Q: 3 clusters Score -1347933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1347932.625000 Penalty: 3182.653076
	Iteration 38Q: 3 clusters Score -1347933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1347932.750000 Penalty: 3182.653076
	Iteration 39Q: 3 clusters Score -1347933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1347932.750000 Penalty: 3182.653076
	Iteration 40F: 3 clusters Score -1347933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 4 contains 178898 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 103550 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 6079 members 
Mstep: Class 21 contains 109374 members 
Mstep: Class 22 contains 6447 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 11825 members 
Entering Unmasked Estep 
Score: -76220312.000000 Penalty: 55676.945312
Splitting cluster 20 changes total score from -76140184.000000 to -76220312.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 22359 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 98263 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 97743 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 5123 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 113545 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 6079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76234576.000000 Penalty: 55676.945312
Iteration 39Q: 26 clusters Score -7.623458e+07 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 19015 members 
Mstep: Class 3 contains 22341 members 
Mstep: Class 4 contains 178252 members 
Mstep: Class 5 contains 5874 members 
Mstep: Class 6 contains 102809 members 
Mstep: Class 7 contains 30252 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 97327 members 
Mstep: Class 10 contains 1560 members 
Mstep: Class 11 contains 102055 members 
Mstep: Class 12 contains 4369 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 4525 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 112809 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 106579 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 11187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76247992.000000 Penalty: 55676.945312
Iteration 40F: 26 clusters Score -7.624799e+07 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 22225 members 
Mstep: Class 4 contains 177483 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 104949 members 
Mstep: Class 7 contains 30127 members 
Mstep: Class 8 contains 16592 members 
Mstep: Class 9 contains 95961 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 100431 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 28855 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 110807 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 20 contains 6133 members 
Mstep: Class 21 contains 108249 members 
Mstep: Class 22 contains 6479 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 1997 members 
Mstep: Class 25 contains 11247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76255128.000000 Penalty: 55676.945312
Iteration 41Q: 26 clusters Score -7.625513e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 18812 members 
Mstep: Class 3 contains 22189 members 
Mstep: Class 4 contains 177089 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 106431 members 
Mstep: Class 7 contains 30066 members 
Mstep: Class 8 contains 16840 members 
Mstep: Class 9 contains 94922 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 98759 members 
Mstep: Class 12 contains 4593 members 
Mstep: Class 13 contains 28708 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 109303 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 109854 members 
Mstep: Class 22 contains 6518 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 11230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76259376.000000 Penalty: 55676.945312
Iteration 42Q: 26 clusters Score -7.625938e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 18714 members 
Mstep: Class 3 contains 22199 members 
Mstep: Class 4 contains 176922 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 107461 members 
Mstep: Class 7 contains 30003 members 
Mstep: Class 8 contains 17060 members 
Mstep: Class 9 contains 93871 members 
Mstep: Class 10 contains 1808 members 
Mstep: Class 11 contains 97120 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 108085 members 
Mstep: Class 19 contains 11786 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 111608 members 
Mstep: Class 22 contains 6538 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 2027 members 
Mstep: Class 25 contains 11231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76262512.000000 Penalty: 55676.945312
Iteration 43Q: 26 clusters Score -7.626251e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 176982 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 108040 members 
Mstep: Class 7 contains 29950 members 
Mstep: Class 8 contains 17275 members 
Mstep: Class 9 contains 92899 members 
Mstep: Class 10 contains 1851 members 
Mstep: Class 11 contains 95388 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 28482 members 
Mstep: Class 14 contains 7572 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 107129 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 6402 members 
Mstep: Class 21 contains 113537 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 9458 members 
Mstep: Class 24 contains 2039 members 
Mstep: Class 25 contains 11270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76265432.000000 Penalty: 55676.945312
Iteration 44Q: 26 clusters Score -7.626543e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 18562 members 
Mstep: Class 3 contains 22272 members 
Mstep: Class 4 contains 177091 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 108398 members 
Mstep: Class 7 contains 29920 members 
Mstep: Class 8 contains 17484 members 
Mstep: Class 9 contains 91873 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 93597 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 106317 members 
Mstep: Class 19 contains 11895 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 115704 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 9611 members 
Mstep: Class 24 contains 2046 members 
Mstep: Class 25 contains 11283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76268200.000000 Penalty: 55676.945312
Iteration 45Q: 26 clusters Score -7.62682e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18511 members 
Mstep: Class 3 contains 22331 members 
Mstep: Class 4 contains 177148 members 
Mstep: Class 5 contains 6170 members 
Mstep: Class 6 contains 108578 members 
Mstep: Class 7 contains 29884 members 
Mstep: Class 8 contains 17791 members 
Mstep: Class 9 contains 90901 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 91600 members 
Mstep: Class 12 contains 4914 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 105725 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 118111 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 9742 members 
Mstep: Class 24 contains 2053 members 
Mstep: Class 25 contains 11303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76271416.000000 Penalty: 55676.945312
Iteration 46Q: 26 clusters Score -7.627142e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 18478 members 
Mstep: Class 3 contains 22374 members 
Mstep: Class 4 contains 177137 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 108644 members 
Mstep: Class 7 contains 29873 members 
Mstep: Class 8 contains 18152 members 
Mstep: Class 9 contains 89956 members 
Mstep: Class 10 contains 1950 members 
Mstep: Class 11 contains 89461 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 28300 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 105260 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 120740 members 
Mstep: Class 22 contains 6408 members 
Mstep: Class 23 contains 9872 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 11302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76274664.000000 Penalty: 55676.945312
Iteration 47Q: 26 clusters Score -7.627466e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 18447 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 176972 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 108599 members 
Mstep: Class 7 contains 29885 members 
Mstep: Class 8 contains 18431 members 
Mstep: Class 9 contains 89045 members 
Mstep: Class 10 contains 1962 members 
Mstep: Class 11 contains 87425 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 28265 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 6525 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 104880 members 
Mstep: Class 19 contains 11986 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 123429 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 11297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76278096.000000 Penalty: 55676.945312
Iteration 48Q: 26 clusters Score -7.62781e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 18423 members 
Mstep: Class 3 contains 22545 members 
Mstep: Class 4 contains 176674 members 
Mstep: Class 5 contains 6288 members 
Mstep: Class 6 contains 108435 members 
Mstep: Class 7 contains 29913 members 
Mstep: Class 8 contains 18573 members 
Mstep: Class 9 contains 88126 members 
Mstep: Class 10 contains 1974 members 
Mstep: Class 11 contains 85703 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 28241 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 104584 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 6736 members 
Mstep: Class 21 contains 126163 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 10127 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 11294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280848.000000 Penalty: 55676.945312
Iteration 49Q: 26 clusters Score -7.628085e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 18403 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 176312 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 108181 members 
Mstep: Class 7 contains 29944 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 87310 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 84249 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 28223 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 104312 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 6789 members 
Mstep: Class 21 contains 128778 members 
Mstep: Class 22 contains 6307 members 
Mstep: Class 23 contains 10236 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282760.000000 Penalty: 55676.945312
Iteration 50Q: 26 clusters Score -7.628276e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 18393 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 176027 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 107869 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 18531 members 
Mstep: Class 9 contains 86589 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 83128 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 28212 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 104067 members 
Mstep: Class 19 contains 12024 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 131130 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 10330 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 11270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76284344.000000 Penalty: 55676.945312
Iteration 51Q: 26 clusters Score -7.628434e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 18387 members 
Mstep: Class 3 contains 22858 members 
Mstep: Class 4 contains 175732 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 107566 members 
Mstep: Class 7 contains 29995 members 
Mstep: Class 8 contains 18381 members 
Mstep: Class 9 contains 85998 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 82304 members 
Mstep: Class 12 contains 5262 members 
Mstep: Class 13 contains 28207 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 7175 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 103862 members 
Mstep: Class 19 contains 12033 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 133102 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 10402 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 11264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76285152.000000 Penalty: 55676.945312
Iteration 52Q: 26 clusters Score -7.628515e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 18382 members 
Mstep: Class 3 contains 22939 members 
Mstep: Class 4 contains 175505 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 107248 members 
Mstep: Class 7 contains 30030 members 
Mstep: Class 8 contains 18194 members 
Mstep: Class 9 contains 85483 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 81650 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 28198 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 103655 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 134824 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76285792.000000 Penalty: 55676.945312
Iteration 53Q: 26 clusters Score -7.628579e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 18375 members 
Mstep: Class 3 contains 22990 members 
Mstep: Class 4 contains 175303 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 106948 members 
Mstep: Class 7 contains 30037 members 
Mstep: Class 8 contains 18036 members 
Mstep: Class 9 contains 85089 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 81084 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 28193 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 103491 members 
Mstep: Class 19 contains 12045 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 136279 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286032.000000 Penalty: 55676.945312
Iteration 54Q: 26 clusters Score -7.628603e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18375 members 
Mstep: Class 3 contains 23037 members 
Mstep: Class 4 contains 175109 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 106645 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 17879 members 
Mstep: Class 9 contains 84779 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 80628 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 28185 members 
Mstep: Class 14 contains 7850 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 103326 members 
Mstep: Class 19 contains 12051 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 137547 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 10517 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286216.000000 Penalty: 55676.945312
Iteration 55Q: 26 clusters Score -7.628622e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 4 contains 174954 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 106316 members 
Mstep: Class 7 contains 30051 members 
Mstep: Class 8 contains 17738 members 
Mstep: Class 9 contains 84558 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 80279 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 103151 members 
Mstep: Class 19 contains 12054 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 138644 members 
Mstep: Class 22 contains 6194 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286432.000000 Penalty: 55676.945312
Iteration 56Q: 26 clusters Score -7.628643e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18369 members 
Mstep: Class 3 contains 23096 members 
Mstep: Class 4 contains 174844 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 106010 members 
Mstep: Class 7 contains 30041 members 
Mstep: Class 8 contains 17594 members 
Mstep: Class 9 contains 84402 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 80013 members 
Mstep: Class 12 contains 5509 members 
Mstep: Class 13 contains 28175 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 102979 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 139557 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 10528 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286712.000000 Penalty: 55676.945312
Iteration 57Q: 26 clusters Score -7.628671e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18369 members 
Mstep: Class 3 contains 23123 members 
Mstep: Class 4 contains 174746 members 
Mstep: Class 5 contains 6467 members 
Mstep: Class 6 contains 105721 members 
Mstep: Class 7 contains 30032 members 
Mstep: Class 8 contains 17473 members 
Mstep: Class 9 contains 84261 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 79813 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 28174 members 
Mstep: Class 14 contains 7766 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 8375 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 102802 members 
Mstep: Class 19 contains 12059 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 140335 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286888.000000 Penalty: 55676.945312
Iteration 58Q: 26 clusters Score -7.628689e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18366 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 174645 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 105462 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 17370 members 
Mstep: Class 9 contains 84170 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 79636 members 
Mstep: Class 12 contains 5570 members 
Mstep: Class 13 contains 28172 members 
Mstep: Class 14 contains 7742 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 102645 members 
Mstep: Class 19 contains 12062 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 140992 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 11241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76287288.000000 Penalty: 55676.945312
Iteration 59Q: 26 clusters Score -7.628729e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 23168 members 
Mstep: Class 4 contains 174566 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 105184 members 
Mstep: Class 7 contains 30024 members 
Mstep: Class 8 contains 17271 members 
Mstep: Class 9 contains 84082 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 79513 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 28167 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 102501 members 
Mstep: Class 19 contains 12066 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 141594 members 
Mstep: Class 22 contains 6146 members 
Mstep: Class 23 contains 10478 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288024.000000 Penalty: 55676.945312
Iteration 60F: 26 clusters Score -7.628802e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18366 members 
Mstep: Class 3 contains 23181 members 
Mstep: Class 4 contains 174484 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 104941 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 17161 members 
Mstep: Class 9 contains 84012 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 79420 members 
Mstep: Class 12 contains 5648 members 
Mstep: Class 13 contains 28166 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 102390 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 6998 members 
Mstep: Class 21 contains 142085 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 10483 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 11226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288704.000000 Penalty: 55676.945312
Iteration 61Q: 26 clusters Score -7.62887e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 18364 members 
Mstep: Class 3 contains 23208 members 
Mstep: Class 4 contains 174286 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 104569 members 
Mstep: Class 7 contains 30009 members 
Mstep: Class 8 contains 17064 members 
Mstep: Class 9 contains 83958 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 79337 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 28164 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 102280 members 
Mstep: Class 19 contains 12072 members 
Mstep: Class 20 contains 7005 members 
Mstep: Class 21 contains 142553 members 
Mstep: Class 22 contains 6123 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 11213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288784.000000 Penalty: 55676.945312
Iteration 62Q: 26 clusters Score -7.628878e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 18368 members 
Mstep: Class 3 contains 23206 members 
Mstep: Class 4 contains 174130 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 104237 members 
Mstep: Class 7 contains 30008 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 83909 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 79275 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 28155 members 
Mstep: Class 14 contains 7607 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 9796 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 102177 members 
Mstep: Class 19 contains 12072 members 
Mstep: Class 20 contains 7014 members 
Mstep: Class 21 contains 142940 members 
Mstep: Class 22 contains 6114 members 
Mstep: Class 23 contains 10449 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 11212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288880.000000 Penalty: 55676.945312
Iteration 63Q: 26 clusters Score -7.628888e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 18372 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 174046 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 6 contains 103964 members 
Mstep: Class 7 contains 30005 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 83881 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 79201 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 28153 members 
Mstep: Class 14 contains 7584 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 10044 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 102093 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 7026 members 
Mstep: Class 21 contains 143272 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 10444 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288888.000000 Penalty: 55676.945312
Iteration 64Q: 26 clusters Score -7.628889e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 18373 members 
Mstep: Class 3 contains 23209 members 
Mstep: Class 4 contains 173986 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 103725 members 
Mstep: Class 7 contains 30002 members 
Mstep: Class 8 contains 16839 members 
Mstep: Class 9 contains 83873 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 11 contains 79130 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 28151 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 102034 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 7039 members 
Mstep: Class 21 contains 143567 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 10442 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289152.000000 Penalty: 55676.945312
Iteration 65Q: 26 clusters Score -7.628915e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18373 members 
Mstep: Class 3 contains 23224 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 103521 members 
Mstep: Class 7 contains 29998 members 
Mstep: Class 8 contains 16788 members 
Mstep: Class 9 contains 83861 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 79074 members 
Mstep: Class 12 contains 5930 members 
Mstep: Class 13 contains 28145 members 
Mstep: Class 14 contains 7517 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 101958 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 143824 members 
Mstep: Class 22 contains 6088 members 
Mstep: Class 23 contains 10425 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289216.000000 Penalty: 55676.945312
Iteration 66Q: 26 clusters Score -7.628922e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 18372 members 
Mstep: Class 3 contains 23244 members 
Mstep: Class 4 contains 173903 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 103338 members 
Mstep: Class 7 contains 29993 members 
Mstep: Class 8 contains 16740 members 
Mstep: Class 9 contains 83847 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 79035 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 28146 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 10489 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 101892 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 144053 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 10413 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289240.000000 Penalty: 55676.945312
Iteration 67Q: 26 clusters Score -7.628924e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 18373 members 
Mstep: Class 3 contains 23248 members 
Mstep: Class 4 contains 173883 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 103178 members 
Mstep: Class 7 contains 29990 members 
Mstep: Class 8 contains 16689 members 
Mstep: Class 9 contains 83834 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 78988 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 28144 members 
Mstep: Class 14 contains 7457 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 10569 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 101833 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 7057 members 
Mstep: Class 21 contains 144287 members 
Mstep: Class 22 contains 6071 members 
Mstep: Class 23 contains 10404 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289208.000000 Penalty: 55676.945312
Iteration 68Q: 26 clusters Score -7.628921e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 18374 members 
Mstep: Class 3 contains 23259 members 
Mstep: Class 4 contains 173874 members 
Mstep: Class 5 contains 6525 members 
Mstep: Class 6 contains 103046 members 
Mstep: Class 7 contains 29986 members 
Mstep: Class 8 contains 16636 members 
Mstep: Class 9 contains 83822 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 78945 members 
Mstep: Class 12 contains 6126 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 10626 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 101781 members 
Mstep: Class 19 contains 12086 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 144497 members 
Mstep: Class 22 contains 6063 members 
Mstep: Class 23 contains 10399 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 11166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289264.000000 Penalty: 55676.945312
Iteration 69Q: 26 clusters Score -7.628926e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 18369 members 
Mstep: Class 3 contains 23273 members 
Mstep: Class 4 contains 173869 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 102893 members 
Mstep: Class 7 contains 29982 members 
Mstep: Class 8 contains 16595 members 
Mstep: Class 9 contains 83816 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 78914 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 7395 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 101730 members 
Mstep: Class 19 contains 12092 members 
Mstep: Class 20 contains 7073 members 
Mstep: Class 21 contains 144683 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 10397 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 11155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289344.000000 Penalty: 55676.945312
Iteration 70Q: 26 clusters Score -7.628934e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 23276 members 
Mstep: Class 4 contains 173864 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 102765 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 16565 members 
Mstep: Class 9 contains 83818 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 78883 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 28137 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 10740 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 101683 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 144850 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289424.000000 Penalty: 55676.945312
Iteration 71Q: 26 clusters Score -7.628942e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 18362 members 
Mstep: Class 3 contains 23279 members 
Mstep: Class 4 contains 173859 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 102667 members 
Mstep: Class 7 contains 29974 members 
Mstep: Class 8 contains 16540 members 
Mstep: Class 9 contains 83814 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 78860 members 
Mstep: Class 12 contains 6293 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 10784 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 101639 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 145004 members 
Mstep: Class 22 contains 6032 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289472.000000 Penalty: 55676.945312
Iteration 72Q: 26 clusters Score -7.628947e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 23285 members 
Mstep: Class 4 contains 173854 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 102580 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 16517 members 
Mstep: Class 9 contains 83812 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 78833 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 28130 members 
Mstep: Class 14 contains 7283 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 10809 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 101598 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 145165 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289488.000000 Penalty: 55676.945312
Iteration 73Q: 26 clusters Score -7.628949e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23299 members 
Mstep: Class 4 contains 173851 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 102493 members 
Mstep: Class 7 contains 29976 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 83808 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 78816 members 
Mstep: Class 12 contains 6375 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 7247 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 10831 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 101557 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 145290 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289600.000000 Penalty: 55676.945312
Iteration 74Q: 26 clusters Score -7.62896e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 23299 members 
Mstep: Class 4 contains 173848 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 102412 members 
Mstep: Class 7 contains 29974 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 83815 members 
Mstep: Class 10 contains 2075 members 
Mstep: Class 11 contains 78802 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 28128 members 
Mstep: Class 14 contains 7217 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 10840 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 101527 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 145395 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289536.000000 Penalty: 55676.945312
Iteration 75Q: 26 clusters Score -7.628954e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 173847 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 102354 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 83813 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 78789 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 10857 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101503 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 145475 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289512.000000 Penalty: 55676.945312
Iteration 76Q: 26 clusters Score -7.628951e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 23299 members 
Mstep: Class 4 contains 173842 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 102303 members 
Mstep: Class 7 contains 29972 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 9 contains 83809 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 78781 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 28128 members 
Mstep: Class 14 contains 7179 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 10876 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101485 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 145542 members 
Mstep: Class 22 contains 6015 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289520.000000 Penalty: 55676.945312
Iteration 77Q: 26 clusters Score -7.628952e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23301 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 102256 members 
Mstep: Class 7 contains 29972 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 83805 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78775 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 10890 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101468 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7085 members 
Mstep: Class 21 contains 145601 members 
Mstep: Class 22 contains 6013 members 
Mstep: Class 23 contains 10395 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289512.000000 Penalty: 55676.945312
Iteration 78Q: 26 clusters Score -7.628951e+07 nChanged 179
Entering ConstructFrom: 
Score: -76289512.000000 Penalty: 55676.945312
Entering ConstructFrom: 
Trying to split cluster 1 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -621259.062500 Penalty: 1454.377319
	Iteration 0F: 2 clusters Score -621259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -615573.812500 Penalty: 2908.754639
	Iteration 0F: 3 clusters Score -615573.8 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -617367.062500 Penalty: 2908.754639
	Iteration 1F: 3 clusters Score -617367.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -617725.812500 Penalty: 2908.754639
	Iteration 2F: 3 clusters Score -617725.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -618145.125000 Penalty: 2908.754639
	Iteration 3F: 3 clusters Score -618145.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -618714.750000 Penalty: 2908.754639
	Iteration 4F: 3 clusters Score -618714.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -619548.312500 Penalty: 2908.754639
	Iteration 5F: 3 clusters Score -619548.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -620406.062500 Penalty: 2908.754639
	Iteration 6F: 3 clusters Score -620406.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -621006.625000 Penalty: 2908.754639
	Iteration 7F: 3 clusters Score -621006.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -621377.500000 Penalty: 2908.754639
	Iteration 8F: 3 clusters Score -621377.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -621605.625000 Penalty: 2908.754639
	Iteration 9Q: 3 clusters Score -621605.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -621785.437500 Penalty: 2908.754639
	Iteration 10Q: 3 clusters Score -621785.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -621909.187500 Penalty: 2908.754639
	Iteration 11Q: 3 clusters Score -621909.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -622024.062500 Penalty: 2908.754639
	Iteration 12Q: 3 clusters Score -622024.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -622116.312500 Penalty: 2908.754639
	Iteration 13Q: 3 clusters Score -622116.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -622174.000000 Penalty: 2908.754639
	Iteration 14Q: 3 clusters Score -622174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -622196.062500 Penalty: 2908.754639
	Iteration 15Q: 3 clusters Score -622196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -622207.437500 Penalty: 2908.754639
	Iteration 16Q: 3 clusters Score -622207.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -622213.937500 Penalty: 2908.754639
	Iteration 17Q: 3 clusters Score -622213.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -622218.625000 Penalty: 2908.754639
	Iteration 18Q: 3 clusters Score -622218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -622220.000000 Penalty: 2908.754639
	Iteration 19Q: 3 clusters Score -622220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -622221.625000 Penalty: 2908.754639
	Iteration 20F: 3 clusters Score -622221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -622223.375000 Penalty: 2908.754639
	Iteration 21Q: 3 clusters Score -622223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -622223.500000 Penalty: 2908.754639
	Iteration 22Q: 3 clusters Score -622223.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -622225.375000 Penalty: 2908.754639
	Iteration 23Q: 3 clusters Score -622225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -622227.187500 Penalty: 2908.754639
	Iteration 24Q: 3 clusters Score -622227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -622227.125000 Penalty: 2908.754639
	Iteration 25Q: 3 clusters Score -622227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -622227.750000 Penalty: 2908.754639
	Iteration 26Q: 3 clusters Score -622227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -622227.750000 Penalty: 2908.754639
	Iteration 27F: 3 clusters Score -622227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101453 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 145670 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Entering Unmasked Estep 
Score: -76289872.000000 Penalty: 57904.023438
Splitting cluster 1 changes total score from -76289512.000000 to -76289872.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -1589098.500000 Penalty: 1595.386963
	Iteration 0F: 2 clusters Score -1589098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1576425.250000 Penalty: 3190.773926
	Iteration 0F: 3 clusters Score -1576425 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1580871.000000 Penalty: 3190.773926
	Iteration 1F: 3 clusters Score -1580871 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1581153.000000 Penalty: 3190.773926
	Iteration 2Q: 3 clusters Score -1581153 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1581489.000000 Penalty: 3190.773926
	Iteration 3Q: 3 clusters Score -1581489 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1581836.250000 Penalty: 3190.773926
	Iteration 4Q: 3 clusters Score -1581836 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1582244.000000 Penalty: 3190.773926
	Iteration 5Q: 3 clusters Score -1582244 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1582737.875000 Penalty: 3190.773926
	Iteration 6F: 3 clusters Score -1582738 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1583228.750000 Penalty: 3190.773926
	Iteration 7F: 3 clusters Score -1583229 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1583682.875000 Penalty: 3190.773926
	Iteration 8Q: 3 clusters Score -1583683 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1584082.500000 Penalty: 3190.773926
	Iteration 9Q: 3 clusters Score -1584082 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1584387.750000 Penalty: 3190.773926
	Iteration 10Q: 3 clusters Score -1584388 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1584643.625000 Penalty: 3190.773926
	Iteration 11Q: 3 clusters Score -1584644 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1584848.875000 Penalty: 3190.773926
	Iteration 12Q: 3 clusters Score -1584849 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1585045.875000 Penalty: 3190.773926
	Iteration 13Q: 3 clusters Score -1585046 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1585222.625000 Penalty: 3190.773926
	Iteration 14Q: 3 clusters Score -1585223 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1585398.250000 Penalty: 3190.773926
	Iteration 15Q: 3 clusters Score -1585398 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1585573.375000 Penalty: 3190.773926
	Iteration 16Q: 3 clusters Score -1585573 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1585780.000000 Penalty: 3190.773926
	Iteration 17Q: 3 clusters Score -1585780 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1586006.125000 Penalty: 3190.773926
	Iteration 18Q: 3 clusters Score -1586006 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1586255.500000 Penalty: 3190.773926
	Iteration 19Q: 3 clusters Score -1586256 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1586495.375000 Penalty: 3190.773926
	Iteration 20F: 3 clusters Score -1586495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1586701.250000 Penalty: 3190.773926
	Iteration 21Q: 3 clusters Score -1586701 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1586906.000000 Penalty: 3190.773926
	Iteration 22Q: 3 clusters Score -1586906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1587089.500000 Penalty: 3190.773926
	Iteration 23Q: 3 clusters Score -1587090 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1587242.250000 Penalty: 3190.773926
	Iteration 24Q: 3 clusters Score -1587242 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1587353.125000 Penalty: 3190.773926
	Iteration 25Q: 3 clusters Score -1587353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1587434.000000 Penalty: 3190.773926
	Iteration 26Q: 3 clusters Score -1587434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1587489.500000 Penalty: 3190.773926
	Iteration 27Q: 3 clusters Score -1587490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1587531.375000 Penalty: 3190.773926
	Iteration 28Q: 3 clusters Score -1587531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1587553.250000 Penalty: 3190.773926
	Iteration 29Q: 3 clusters Score -1587553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1587576.250000 Penalty: 3190.773926
	Iteration 30Q: 3 clusters Score -1587576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1587600.875000 Penalty: 3190.773926
	Iteration 31Q: 3 clusters Score -1587601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1587615.375000 Penalty: 3190.773926
	Iteration 32Q: 3 clusters Score -1587615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1587631.375000 Penalty: 3190.773926
	Iteration 33Q: 3 clusters Score -1587631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1587650.375000 Penalty: 3190.773926
	Iteration 34Q: 3 clusters Score -1587650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1587669.500000 Penalty: 3190.773926
	Iteration 35Q: 3 clusters Score -1587670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1587678.125000 Penalty: 3190.773926
	Iteration 36Q: 3 clusters Score -1587678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1587684.625000 Penalty: 3190.773926
	Iteration 37Q: 3 clusters Score -1587685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1587697.750000 Penalty: 3190.773926
	Iteration 38Q: 3 clusters Score -1587698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1587704.125000 Penalty: 3190.773926
	Iteration 39Q: 3 clusters Score -1587704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1587707.875000 Penalty: 3190.773926
	Iteration 40F: 3 clusters Score -1587708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1587713.375000 Penalty: 3190.773926
	Iteration 41Q: 3 clusters Score -1587713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1587713.250000 Penalty: 3190.773926
	Iteration 42Q: 3 clusters Score -1587713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1587717.500000 Penalty: 3190.773926
	Iteration 43Q: 3 clusters Score -1587718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1587723.500000 Penalty: 3190.773926
	Iteration 44Q: 3 clusters Score -1587724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1587729.250000 Penalty: 3190.773926
	Iteration 45Q: 3 clusters Score -1587729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1587729.000000 Penalty: 3190.773926
	Iteration 46Q: 3 clusters Score -1587729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1587730.875000 Penalty: 3190.773926
	Iteration 47Q: 3 clusters Score -1587731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1587737.375000 Penalty: 3190.773926
	Iteration 48Q: 3 clusters Score -1587737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1587744.625000 Penalty: 3190.773926
	Iteration 49Q: 3 clusters Score -1587745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1587748.875000 Penalty: 3190.773926
	Iteration 50Q: 3 clusters Score -1587749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1587751.375000 Penalty: 3190.773926
	Iteration 51Q: 3 clusters Score -1587751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1587752.000000 Penalty: 3190.773926
	Iteration 52Q: 3 clusters Score -1587752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1587754.375000 Penalty: 3190.773926
	Iteration 53Q: 3 clusters Score -1587754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1587759.750000 Penalty: 3190.773926
	Iteration 54Q: 3 clusters Score -1587760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1587762.875000 Penalty: 3190.773926
	Iteration 55Q: 3 clusters Score -1587763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1587764.000000 Penalty: 3190.773926
	Iteration 56Q: 3 clusters Score -1587764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1587764.125000 Penalty: 3190.773926
	Iteration 57Q: 3 clusters Score -1587764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1587765.000000 Penalty: 3190.773926
	Iteration 58Q: 3 clusters Score -1587765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1587765.000000 Penalty: 3190.773926
	Iteration 59Q: 3 clusters Score -1587765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1587766.375000 Penalty: 3190.773926
	Iteration 60F: 3 clusters Score -1587766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1587768.250000 Penalty: 3190.773926
	Iteration 61Q: 3 clusters Score -1587768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1587768.250000 Penalty: 3190.773926
	Iteration 62F: 3 clusters Score -1587768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Entering Unmasked Estep 
Score: -1831187.625000 Penalty: 1634.161743
	Iteration 0F: 2 clusters Score -1831188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1815420.625000 Penalty: 3268.323486
	Iteration 0F: 3 clusters Score -1815421 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1821566.500000 Penalty: 3268.323486
	Iteration 1F: 3 clusters Score -1821566 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1822179.375000 Penalty: 3268.323486
	Iteration 2F: 3 clusters Score -1822179 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1822893.750000 Penalty: 3268.323486
	Iteration 3F: 3 clusters Score -1822894 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1823767.875000 Penalty: 3268.323486
	Iteration 4F: 3 clusters Score -1823768 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1824830.375000 Penalty: 3268.323486
	Iteration 5F: 3 clusters Score -1824830 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1826003.500000 Penalty: 3268.323486
	Iteration 6F: 3 clusters Score -1826004 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1827090.500000 Penalty: 3268.323486
	Iteration 7F: 3 clusters Score -1827090 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1827995.375000 Penalty: 3268.323486
	Iteration 8Q: 3 clusters Score -1827995 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1828650.250000 Penalty: 3268.323486
	Iteration 9Q: 3 clusters Score -1828650 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1829100.250000 Penalty: 3268.323486
	Iteration 10Q: 3 clusters Score -1829100 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1829386.750000 Penalty: 3268.323486
	Iteration 11Q: 3 clusters Score -1829387 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1829601.500000 Penalty: 3268.323486
	Iteration 12Q: 3 clusters Score -1829602 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1829753.500000 Penalty: 3268.323486
	Iteration 13Q: 3 clusters Score -1829754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1829859.125000 Penalty: 3268.323486
	Iteration 14Q: 3 clusters Score -1829859 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1829946.500000 Penalty: 3268.323486
	Iteration 15Q: 3 clusters Score -1829946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1830014.125000 Penalty: 3268.323486
	Iteration 16Q: 3 clusters Score -1830014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1830060.500000 Penalty: 3268.323486
	Iteration 17Q: 3 clusters Score -1830060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1830096.500000 Penalty: 3268.323486
	Iteration 18Q: 3 clusters Score -1830096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1830116.625000 Penalty: 3268.323486
	Iteration 19Q: 3 clusters Score -1830117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1830130.750000 Penalty: 3268.323486
	Iteration 20F: 3 clusters Score -1830131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1830144.750000 Penalty: 3268.323486
	Iteration 21Q: 3 clusters Score -1830145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1830155.875000 Penalty: 3268.323486
	Iteration 22Q: 3 clusters Score -1830156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1830161.250000 Penalty: 3268.323486
	Iteration 23Q: 3 clusters Score -1830161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1830170.625000 Penalty: 3268.323486
	Iteration 24Q: 3 clusters Score -1830171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1830176.250000 Penalty: 3268.323486
	Iteration 25Q: 3 clusters Score -1830176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1830183.875000 Penalty: 3268.323486
	Iteration 26Q: 3 clusters Score -1830184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1830186.000000 Penalty: 3268.323486
	Iteration 27Q: 3 clusters Score -1830186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1830187.750000 Penalty: 3268.323486
	Iteration 28Q: 3 clusters Score -1830188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1830191.750000 Penalty: 3268.323486
	Iteration 29Q: 3 clusters Score -1830192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1830192.875000 Penalty: 3268.323486
	Iteration 30Q: 3 clusters Score -1830193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1830193.250000 Penalty: 3268.323486
	Iteration 31Q: 3 clusters Score -1830193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1830193.375000 Penalty: 3268.323486
	Iteration 32Q: 3 clusters Score -1830193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1830192.750000 Penalty: 3268.323486
	Iteration 33Q: 3 clusters Score -1830193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1830193.750000 Penalty: 3268.323486
	Iteration 34Q: 3 clusters Score -1830194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1830201.625000 Penalty: 3268.323486
	Iteration 35Q: 3 clusters Score -1830202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1830200.125000 Penalty: 3268.323486
	Iteration 36Q: 3 clusters Score -1830200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1830200.750000 Penalty: 3268.323486
	Iteration 37Q: 3 clusters Score -1830201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1830201.250000 Penalty: 3268.323486
	Iteration 38Q: 3 clusters Score -1830201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1830201.125000 Penalty: 3268.323486
	Iteration 39Q: 3 clusters Score -1830201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1830201.125000 Penalty: 3268.323486
	Iteration 40F: 3 clusters Score -1830201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Entering Unmasked Estep 
Score: -15824481.000000 Penalty: 1960.703491
	Iteration 0F: 2 clusters Score -1.582448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -15707760.000000 Penalty: 3921.406982
	Iteration 0F: 3 clusters Score -1.570776e+07 nChanged 84069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -15758510.000000 Penalty: 3921.406982
	Iteration 1F: 3 clusters Score -1.575851e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -15760989.000000 Penalty: 3921.406982
	Iteration 2Q: 3 clusters Score -1.576099e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -15764587.000000 Penalty: 3921.406982
	Iteration 3Q: 3 clusters Score -1.576459e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -15769061.000000 Penalty: 3921.406982
	Iteration 4F: 3 clusters Score -1.576906e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -15773836.000000 Penalty: 3921.406982
	Iteration 5F: 3 clusters Score -1.577384e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -15778384.000000 Penalty: 3921.406982
	Iteration 6F: 3 clusters Score -1.577838e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -15782448.000000 Penalty: 3921.406982
	Iteration 7Q: 3 clusters Score -1.578245e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -15786070.000000 Penalty: 3921.406982
	Iteration 8Q: 3 clusters Score -1.578607e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -15789859.000000 Penalty: 3921.406982
	Iteration 9Q: 3 clusters Score -1.578986e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -15794281.000000 Penalty: 3921.406982
	Iteration 10Q: 3 clusters Score -1.579428e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -15799568.000000 Penalty: 3921.406982
	Iteration 11F: 3 clusters Score -1.579957e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -15805360.000000 Penalty: 3921.406982
	Iteration 12F: 3 clusters Score -1.580536e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -15810905.000000 Penalty: 3921.406982
	Iteration 13Q: 3 clusters Score -1.58109e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161987 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -15815399.000000 Penalty: 3921.406982
	Iteration 14Q: 3 clusters Score -1.58154e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -15818578.000000 Penalty: 3921.406982
	Iteration 15Q: 3 clusters Score -1.581858e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -15820331.000000 Penalty: 3921.406982
	Iteration 16Q: 3 clusters Score -1.582033e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15821398.000000 Penalty: 3921.406982
	Iteration 17Q: 3 clusters Score -1.58214e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15822018.000000 Penalty: 3921.406982
	Iteration 18Q: 3 clusters Score -1.582202e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15822260.000000 Penalty: 3921.406982
	Iteration 19Q: 3 clusters Score -1.582226e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15822426.000000 Penalty: 3921.406982
	Iteration 20F: 3 clusters Score -1.582243e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15822533.000000 Penalty: 3921.406982
	Iteration 21Q: 3 clusters Score -1.582253e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -15822601.000000 Penalty: 3921.406982
	Iteration 22Q: 3 clusters Score -1.58226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15822632.000000 Penalty: 3921.406982
	Iteration 23Q: 3 clusters Score -1.582263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173271 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15822670.000000 Penalty: 3921.406982
	Iteration 24Q: 3 clusters Score -1.582267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173298 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15822703.000000 Penalty: 3921.406982
	Iteration 25Q: 3 clusters Score -1.58227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173322 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15822720.000000 Penalty: 3921.406982
	Iteration 26Q: 3 clusters Score -1.582272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15822721.000000 Penalty: 3921.406982
	Iteration 27Q: 3 clusters Score -1.582272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173352 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15822735.000000 Penalty: 3921.406982
	Iteration 28Q: 3 clusters Score -1.582274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15822752.000000 Penalty: 3921.406982
	Iteration 29Q: 3 clusters Score -1.582275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15822760.000000 Penalty: 3921.406982
	Iteration 30Q: 3 clusters Score -1.582276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15822763.000000 Penalty: 3921.406982
	Iteration 31Q: 3 clusters Score -1.582276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15822773.000000 Penalty: 3921.406982
	Iteration 32Q: 3 clusters Score -1.582277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173392 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15822782.000000 Penalty: 3921.406982
	Iteration 33Q: 3 clusters Score -1.582278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15822783.000000 Penalty: 3921.406982
	Iteration 34Q: 3 clusters Score -1.582278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15822793.000000 Penalty: 3921.406982
	Iteration 35Q: 3 clusters Score -1.582279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15822798.000000 Penalty: 3921.406982
	Iteration 36Q: 3 clusters Score -1.58228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15822804.000000 Penalty: 3921.406982
	Iteration 37Q: 3 clusters Score -1.58228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -15822811.000000 Penalty: 3921.406982
	Iteration 38Q: 3 clusters Score -1.582281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15822808.000000 Penalty: 3921.406982
	Iteration 39Q: 3 clusters Score -1.582281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15822809.000000 Penalty: 3921.406982
	Iteration 40F: 3 clusters Score -1.582281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173428 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15822812.000000 Penalty: 3921.406982
	Iteration 41Q: 3 clusters Score -1.582281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15822802.000000 Penalty: 3921.406982
	Iteration 42Q: 3 clusters Score -1.58228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15822814.000000 Penalty: 3921.406982
	Iteration 43Q: 3 clusters Score -1.582281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173434 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15822813.000000 Penalty: 3921.406982
	Iteration 44Q: 3 clusters Score -1.582281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15822818.000000 Penalty: 3921.406982
	Iteration 45Q: 3 clusters Score -1.582282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15822812.000000 Penalty: 3921.406982
	Iteration 46Q: 3 clusters Score -1.582281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -15822818.000000 Penalty: 3921.406982
	Iteration 47Q: 3 clusters Score -1.582282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15822820.000000 Penalty: 3921.406982
	Iteration 48Q: 3 clusters Score -1.582282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15822814.000000 Penalty: 3921.406982
	Iteration 49Q: 3 clusters Score -1.582281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15822820.000000 Penalty: 3921.406982
	Iteration 50Q: 3 clusters Score -1.582282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15822828.000000 Penalty: 3921.406982
	Iteration 51Q: 3 clusters Score -1.582283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15822821.000000 Penalty: 3921.406982
	Iteration 52Q: 3 clusters Score -1.582282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15822821.000000 Penalty: 3921.406982
	Iteration 53F: 3 clusters Score -1.582282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Entering Unmasked Estep 
Score: -540783.875000 Penalty: 1427.699951
	Iteration 0F: 2 clusters Score -540783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -535851.500000 Penalty: 2855.399902
	Iteration 0F: 3 clusters Score -535851.5 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -537398.375000 Penalty: 2855.399902
	Iteration 1F: 3 clusters Score -537398.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -537756.187500 Penalty: 2855.399902
	Iteration 2F: 3 clusters Score -537756.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -538072.187500 Penalty: 2855.399902
	Iteration 3F: 3 clusters Score -538072.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -538347.437500 Penalty: 2855.399902
	Iteration 4F: 3 clusters Score -538347.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -538628.625000 Penalty: 2855.399902
	Iteration 5F: 3 clusters Score -538628.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -538899.250000 Penalty: 2855.399902
	Iteration 6F: 3 clusters Score -538899.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -539193.500000 Penalty: 2855.399902
	Iteration 7F: 3 clusters Score -539193.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -539524.750000 Penalty: 2855.399902
	Iteration 8F: 3 clusters Score -539524.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -539818.000000 Penalty: 2855.399902
	Iteration 9F: 3 clusters Score -539818 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -540086.375000 Penalty: 2855.399902
	Iteration 10Q: 3 clusters Score -540086.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -540319.750000 Penalty: 2855.399902
	Iteration 11Q: 3 clusters Score -540319.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -540443.437500 Penalty: 2855.399902
	Iteration 12Q: 3 clusters Score -540443.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -540510.062500 Penalty: 2855.399902
	Iteration 13Q: 3 clusters Score -540510.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -540557.000000 Penalty: 2855.399902
	Iteration 14Q: 3 clusters Score -540557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -540598.250000 Penalty: 2855.399902
	Iteration 15Q: 3 clusters Score -540598.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -540628.250000 Penalty: 2855.399902
	Iteration 16Q: 3 clusters Score -540628.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -540639.750000 Penalty: 2855.399902
	Iteration 17Q: 3 clusters Score -540639.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -540649.687500 Penalty: 2855.399902
	Iteration 18Q: 3 clusters Score -540649.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -540652.750000 Penalty: 2855.399902
	Iteration 19Q: 3 clusters Score -540652.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -540658.250000 Penalty: 2855.399902
	Iteration 20F: 3 clusters Score -540658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -540660.312500 Penalty: 2855.399902
	Iteration 21Q: 3 clusters Score -540660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -540661.000000 Penalty: 2855.399902
	Iteration 22Q: 3 clusters Score -540661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -540663.687500 Penalty: 2855.399902
	Iteration 23Q: 3 clusters Score -540663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -540664.687500 Penalty: 2855.399902
	Iteration 24Q: 3 clusters Score -540664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -540665.562500 Penalty: 2855.399902
	Iteration 25Q: 3 clusters Score -540665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -540665.750000 Penalty: 2855.399902
	Iteration 26Q: 3 clusters Score -540665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -540667.812500 Penalty: 2855.399902
	Iteration 27Q: 3 clusters Score -540667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -540667.812500 Penalty: 2855.399902
	Iteration 28Q: 3 clusters Score -540667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -540667.812500 Penalty: 2855.399902
	Iteration 29F: 3 clusters Score -540667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Entering Unmasked Estep 
Score: -9158463.000000 Penalty: 1874.410522
	Iteration 0F: 2 clusters Score -9158463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -9090329.000000 Penalty: 3748.821045
	Iteration 0F: 3 clusters Score -9090329 nChanged 48633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -9118867.000000 Penalty: 3748.821045
	Iteration 1F: 3 clusters Score -9118867 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -9119609.000000 Penalty: 3748.821045
	Iteration 2Q: 3 clusters Score -9119609 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9120509.000000 Penalty: 3748.821045
	Iteration 3Q: 3 clusters Score -9120509 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -9121702.000000 Penalty: 3748.821045
	Iteration 4Q: 3 clusters Score -9121702 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -9123653.000000 Penalty: 3748.821045
	Iteration 5Q: 3 clusters Score -9123653 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -9126511.000000 Penalty: 3748.821045
	Iteration 6Q: 3 clusters Score -9126511 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -9130729.000000 Penalty: 3748.821045
	Iteration 7F: 3 clusters Score -9130729 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -9135839.000000 Penalty: 3748.821045
	Iteration 8F: 3 clusters Score -9135839 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -9140665.000000 Penalty: 3748.821045
	Iteration 9F: 3 clusters Score -9140665 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -9144505.000000 Penalty: 3748.821045
	Iteration 10Q: 3 clusters Score -9144505 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -9147461.000000 Penalty: 3748.821045
	Iteration 11Q: 3 clusters Score -9147461 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -9149541.000000 Penalty: 3748.821045
	Iteration 12Q: 3 clusters Score -9149541 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -9151393.000000 Penalty: 3748.821045
	Iteration 13Q: 3 clusters Score -9151393 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -9152889.000000 Penalty: 3748.821045
	Iteration 14Q: 3 clusters Score -9152889 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -9153917.000000 Penalty: 3748.821045
	Iteration 15Q: 3 clusters Score -9153917 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -9154712.000000 Penalty: 3748.821045
	Iteration 16Q: 3 clusters Score -9154712 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -9155357.000000 Penalty: 3748.821045
	Iteration 17Q: 3 clusters Score -9155357 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9155837.000000 Penalty: 3748.821045
	Iteration 18Q: 3 clusters Score -9155837 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9156101.000000 Penalty: 3748.821045
	Iteration 19Q: 3 clusters Score -9156101 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9156318.000000 Penalty: 3748.821045
	Iteration 20F: 3 clusters Score -9156318 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9156484.000000 Penalty: 3748.821045
	Iteration 21Q: 3 clusters Score -9156484 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9156558.000000 Penalty: 3748.821045
	Iteration 22Q: 3 clusters Score -9156558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9156641.000000 Penalty: 3748.821045
	Iteration 23Q: 3 clusters Score -9156641 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9156678.000000 Penalty: 3748.821045
	Iteration 24Q: 3 clusters Score -9156678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9156755.000000 Penalty: 3748.821045
	Iteration 25Q: 3 clusters Score -9156755 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9156792.000000 Penalty: 3748.821045
	Iteration 26Q: 3 clusters Score -9156792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9156822.000000 Penalty: 3748.821045
	Iteration 27Q: 3 clusters Score -9156822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9156865.000000 Penalty: 3748.821045
	Iteration 28Q: 3 clusters Score -9156865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9156884.000000 Penalty: 3748.821045
	Iteration 29Q: 3 clusters Score -9156884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9156918.000000 Penalty: 3748.821045
	Iteration 30Q: 3 clusters Score -9156918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9156925.000000 Penalty: 3748.821045
	Iteration 31Q: 3 clusters Score -9156925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9156952.000000 Penalty: 3748.821045
	Iteration 32Q: 3 clusters Score -9156952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9156974.000000 Penalty: 3748.821045
	Iteration 33Q: 3 clusters Score -9156974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9156969.000000 Penalty: 3748.821045
	Iteration 34Q: 3 clusters Score -9156969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9156974.000000 Penalty: 3748.821045
	Iteration 35Q: 3 clusters Score -9156974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9156969.000000 Penalty: 3748.821045
	Iteration 36Q: 3 clusters Score -9156969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9156996.000000 Penalty: 3748.821045
	Iteration 37Q: 3 clusters Score -9156996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9156998.000000 Penalty: 3748.821045
	Iteration 38Q: 3 clusters Score -9156998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9157003.000000 Penalty: 3748.821045
	Iteration 39Q: 3 clusters Score -9157003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9157005.000000 Penalty: 3748.821045
	Iteration 40F: 3 clusters Score -9157005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9157018.000000 Penalty: 3748.821045
	Iteration 41Q: 3 clusters Score -9157018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9157034.000000 Penalty: 3748.821045
	Iteration 42Q: 3 clusters Score -9157034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9157032.000000 Penalty: 3748.821045
	Iteration 43Q: 3 clusters Score -9157032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9157032.000000 Penalty: 3748.821045
	Iteration 44Q: 3 clusters Score -9157032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9157032.000000 Penalty: 3748.821045
	Iteration 45Q: 3 clusters Score -9157032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9157035.000000 Penalty: 3748.821045
	Iteration 46Q: 3 clusters Score -9157035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9157030.000000 Penalty: 3748.821045
	Iteration 47Q: 3 clusters Score -9157030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9157037.000000 Penalty: 3748.821045
	Iteration 48Q: 3 clusters Score -9157037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9157035.000000 Penalty: 3748.821045
	Iteration 49Q: 3 clusters Score -9157035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9157043.000000 Penalty: 3748.821045
	Iteration 50Q: 3 clusters Score -9157043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9157047.000000 Penalty: 3748.821045
	Iteration 51Q: 3 clusters Score -9157047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9157043.000000 Penalty: 3748.821045
	Iteration 52Q: 3 clusters Score -9157043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9157041.000000 Penalty: 3748.821045
	Iteration 53Q: 3 clusters Score -9157041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9157050.000000 Penalty: 3748.821045
	Iteration 54Q: 3 clusters Score -9157050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9157052.000000 Penalty: 3748.821045
	Iteration 55Q: 3 clusters Score -9157052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9157050.000000 Penalty: 3748.821045
	Iteration 56Q: 3 clusters Score -9157050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9157050.000000 Penalty: 3748.821045
	Iteration 57F: 3 clusters Score -9157050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Entering Unmasked Estep 
Score: -2627774.500000 Penalty: 1675.047607
	Iteration 0F: 2 clusters Score -2627774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2607722.250000 Penalty: 3350.095215
	Iteration 0F: 3 clusters Score -2607722 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2615128.750000 Penalty: 3350.095215
	Iteration 1F: 3 clusters Score -2615129 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2615500.500000 Penalty: 3350.095215
	Iteration 2Q: 3 clusters Score -2615500 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2615839.750000 Penalty: 3350.095215
	Iteration 3Q: 3 clusters Score -2615840 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2616183.500000 Penalty: 3350.095215
	Iteration 4Q: 3 clusters Score -2616184 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2616563.000000 Penalty: 3350.095215
	Iteration 5Q: 3 clusters Score -2616563 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2616885.000000 Penalty: 3350.095215
	Iteration 6Q: 3 clusters Score -2616885 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2617232.500000 Penalty: 3350.095215
	Iteration 7Q: 3 clusters Score -2617232 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2617537.750000 Penalty: 3350.095215
	Iteration 8Q: 3 clusters Score -2617538 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2617855.500000 Penalty: 3350.095215
	Iteration 9Q: 3 clusters Score -2617856 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2618234.250000 Penalty: 3350.095215
	Iteration 10Q: 3 clusters Score -2618234 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2618620.250000 Penalty: 3350.095215
	Iteration 11Q: 3 clusters Score -2618620 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2619171.750000 Penalty: 3350.095215
	Iteration 12Q: 3 clusters Score -2619172 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2619835.500000 Penalty: 3350.095215
	Iteration 13Q: 3 clusters Score -2619836 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2620641.000000 Penalty: 3350.095215
	Iteration 14Q: 3 clusters Score -2620641 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2621650.000000 Penalty: 3350.095215
	Iteration 15F: 3 clusters Score -2621650 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2622822.750000 Penalty: 3350.095215
	Iteration 16F: 3 clusters Score -2622823 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2623916.000000 Penalty: 3350.095215
	Iteration 17Q: 3 clusters Score -2623916 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2624793.000000 Penalty: 3350.095215
	Iteration 18Q: 3 clusters Score -2624793 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2625452.250000 Penalty: 3350.095215
	Iteration 19Q: 3 clusters Score -2625452 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2625840.500000 Penalty: 3350.095215
	Iteration 20F: 3 clusters Score -2625840 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2626064.250000 Penalty: 3350.095215
	Iteration 21Q: 3 clusters Score -2626064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2626156.500000 Penalty: 3350.095215
	Iteration 22Q: 3 clusters Score -2626156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2626204.750000 Penalty: 3350.095215
	Iteration 23Q: 3 clusters Score -2626205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2626238.500000 Penalty: 3350.095215
	Iteration 24Q: 3 clusters Score -2626238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2626270.500000 Penalty: 3350.095215
	Iteration 25Q: 3 clusters Score -2626270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2626278.750000 Penalty: 3350.095215
	Iteration 26Q: 3 clusters Score -2626279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2626288.500000 Penalty: 3350.095215
	Iteration 27Q: 3 clusters Score -2626288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2626297.250000 Penalty: 3350.095215
	Iteration 28Q: 3 clusters Score -2626297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2626302.750000 Penalty: 3350.095215
	Iteration 29Q: 3 clusters Score -2626303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2626311.500000 Penalty: 3350.095215
	Iteration 30Q: 3 clusters Score -2626312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2626316.250000 Penalty: 3350.095215
	Iteration 31Q: 3 clusters Score -2626316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2626319.750000 Penalty: 3350.095215
	Iteration 32Q: 3 clusters Score -2626320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2626330.250000 Penalty: 3350.095215
	Iteration 33Q: 3 clusters Score -2626330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2626339.000000 Penalty: 3350.095215
	Iteration 34Q: 3 clusters Score -2626339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2626343.250000 Penalty: 3350.095215
	Iteration 35Q: 3 clusters Score -2626343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2626344.750000 Penalty: 3350.095215
	Iteration 36Q: 3 clusters Score -2626345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2626354.000000 Penalty: 3350.095215
	Iteration 37Q: 3 clusters Score -2626354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2626357.250000 Penalty: 3350.095215
	Iteration 38Q: 3 clusters Score -2626357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2626361.500000 Penalty: 3350.095215
	Iteration 39Q: 3 clusters Score -2626362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2626362.000000 Penalty: 3350.095215
	Iteration 40F: 3 clusters Score -2626362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Entering Unmasked Estep 
Score: -1444755.000000 Penalty: 1576.592163
	Iteration 0F: 2 clusters Score -1444755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1433558.000000 Penalty: 3153.184326
	Iteration 0F: 3 clusters Score -1433558 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1437529.250000 Penalty: 3153.184326
	Iteration 1F: 3 clusters Score -1437529 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1437866.375000 Penalty: 3153.184326
	Iteration 2F: 3 clusters Score -1437866 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1438190.000000 Penalty: 3153.184326
	Iteration 3Q: 3 clusters Score -1438190 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1438527.750000 Penalty: 3153.184326
	Iteration 4Q: 3 clusters Score -1438528 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1438871.625000 Penalty: 3153.184326
	Iteration 5Q: 3 clusters Score -1438872 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1439253.000000 Penalty: 3153.184326
	Iteration 6Q: 3 clusters Score -1439253 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1439760.250000 Penalty: 3153.184326
	Iteration 7Q: 3 clusters Score -1439760 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1440432.625000 Penalty: 3153.184326
	Iteration 8F: 3 clusters Score -1440433 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1441155.250000 Penalty: 3153.184326
	Iteration 9F: 3 clusters Score -1441155 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1441760.625000 Penalty: 3153.184326
	Iteration 10F: 3 clusters Score -1441761 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1442211.500000 Penalty: 3153.184326
	Iteration 11Q: 3 clusters Score -1442212 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1442578.625000 Penalty: 3153.184326
	Iteration 12Q: 3 clusters Score -1442579 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1442856.625000 Penalty: 3153.184326
	Iteration 13Q: 3 clusters Score -1442857 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1443051.875000 Penalty: 3153.184326
	Iteration 14Q: 3 clusters Score -1443052 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1443161.250000 Penalty: 3153.184326
	Iteration 15Q: 3 clusters Score -1443161 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1443228.750000 Penalty: 3153.184326
	Iteration 16Q: 3 clusters Score -1443229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1443282.875000 Penalty: 3153.184326
	Iteration 17Q: 3 clusters Score -1443283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1443332.375000 Penalty: 3153.184326
	Iteration 18Q: 3 clusters Score -1443332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1443373.375000 Penalty: 3153.184326
	Iteration 19Q: 3 clusters Score -1443373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1443402.000000 Penalty: 3153.184326
	Iteration 20F: 3 clusters Score -1443402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1443427.250000 Penalty: 3153.184326
	Iteration 21Q: 3 clusters Score -1443427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1443466.000000 Penalty: 3153.184326
	Iteration 22Q: 3 clusters Score -1443466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1443521.875000 Penalty: 3153.184326
	Iteration 23Q: 3 clusters Score -1443522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1443581.625000 Penalty: 3153.184326
	Iteration 24Q: 3 clusters Score -1443582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1443651.625000 Penalty: 3153.184326
	Iteration 25Q: 3 clusters Score -1443652 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1443710.750000 Penalty: 3153.184326
	Iteration 26Q: 3 clusters Score -1443711 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1443765.000000 Penalty: 3153.184326
	Iteration 27Q: 3 clusters Score -1443765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1443810.250000 Penalty: 3153.184326
	Iteration 28Q: 3 clusters Score -1443810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1443843.625000 Penalty: 3153.184326
	Iteration 29Q: 3 clusters Score -1443844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1443875.000000 Penalty: 3153.184326
	Iteration 30Q: 3 clusters Score -1443875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1443905.500000 Penalty: 3153.184326
	Iteration 31Q: 3 clusters Score -1443906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1443923.375000 Penalty: 3153.184326
	Iteration 32Q: 3 clusters Score -1443923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1443942.375000 Penalty: 3153.184326
	Iteration 33Q: 3 clusters Score -1443942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1443953.500000 Penalty: 3153.184326
	Iteration 34Q: 3 clusters Score -1443954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1443968.000000 Penalty: 3153.184326
	Iteration 35Q: 3 clusters Score -1443968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1443982.125000 Penalty: 3153.184326
	Iteration 36Q: 3 clusters Score -1443982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1443991.375000 Penalty: 3153.184326
	Iteration 37Q: 3 clusters Score -1443991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1443999.000000 Penalty: 3153.184326
	Iteration 38Q: 3 clusters Score -1443999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1444001.875000 Penalty: 3153.184326
	Iteration 39Q: 3 clusters Score -1444002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1444006.375000 Penalty: 3153.184326
	Iteration 40F: 3 clusters Score -1444006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1444012.125000 Penalty: 3153.184326
	Iteration 41Q: 3 clusters Score -1444012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1444016.250000 Penalty: 3153.184326
	Iteration 42Q: 3 clusters Score -1444016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1444021.375000 Penalty: 3153.184326
	Iteration 43Q: 3 clusters Score -1444021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1444025.875000 Penalty: 3153.184326
	Iteration 44Q: 3 clusters Score -1444026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1444027.375000 Penalty: 3153.184326
	Iteration 45Q: 3 clusters Score -1444027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1444032.000000 Penalty: 3153.184326
	Iteration 46Q: 3 clusters Score -1444032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1444031.750000 Penalty: 3153.184326
	Iteration 47Q: 3 clusters Score -1444032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1444036.625000 Penalty: 3153.184326
	Iteration 48Q: 3 clusters Score -1444037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1444040.625000 Penalty: 3153.184326
	Iteration 49Q: 3 clusters Score -1444041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1444043.375000 Penalty: 3153.184326
	Iteration 50Q: 3 clusters Score -1444043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1444043.250000 Penalty: 3153.184326
	Iteration 51Q: 3 clusters Score -1444043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1444042.750000 Penalty: 3153.184326
	Iteration 52Q: 3 clusters Score -1444043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1444043.000000 Penalty: 3153.184326
	Iteration 53Q: 3 clusters Score -1444043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1444046.375000 Penalty: 3153.184326
	Iteration 54Q: 3 clusters Score -1444046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1444048.125000 Penalty: 3153.184326
	Iteration 55Q: 3 clusters Score -1444048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1444049.000000 Penalty: 3153.184326
	Iteration 56Q: 3 clusters Score -1444049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1444057.000000 Penalty: 3153.184326
	Iteration 57Q: 3 clusters Score -1444057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1444057.625000 Penalty: 3153.184326
	Iteration 58Q: 3 clusters Score -1444058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1444058.250000 Penalty: 3153.184326
	Iteration 59Q: 3 clusters Score -1444058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1444059.625000 Penalty: 3153.184326
	Iteration 60F: 3 clusters Score -1444060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1444063.125000 Penalty: 3153.184326
	Iteration 61Q: 3 clusters Score -1444063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1444064.375000 Penalty: 3153.184326
	Iteration 62Q: 3 clusters Score -1444064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1444065.375000 Penalty: 3153.184326
	Iteration 63Q: 3 clusters Score -1444065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1444067.000000 Penalty: 3153.184326
	Iteration 64Q: 3 clusters Score -1444067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1444068.625000 Penalty: 3153.184326
	Iteration 65Q: 3 clusters Score -1444069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1444069.750000 Penalty: 3153.184326
	Iteration 66Q: 3 clusters Score -1444070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1444067.000000 Penalty: 3153.184326
	Iteration 67Q: 3 clusters Score -1444067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1444068.125000 Penalty: 3153.184326
	Iteration 68Q: 3 clusters Score -1444068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1444067.375000 Penalty: 3153.184326
	Iteration 69Q: 3 clusters Score -1444067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1444067.625000 Penalty: 3153.184326
	Iteration 70Q: 3 clusters Score -1444068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1444072.000000 Penalty: 3153.184326
	Iteration 71Q: 3 clusters Score -1444072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1444073.750000 Penalty: 3153.184326
	Iteration 72Q: 3 clusters Score -1444074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1444073.750000 Penalty: 3153.184326
	Iteration 73Q: 3 clusters Score -1444074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1444073.250000 Penalty: 3153.184326
	Iteration 74Q: 3 clusters Score -1444073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1444075.750000 Penalty: 3153.184326
	Iteration 75Q: 3 clusters Score -1444076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1444075.250000 Penalty: 3153.184326
	Iteration 76Q: 3 clusters Score -1444075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1444074.000000 Penalty: 3153.184326
	Iteration 77Q: 3 clusters Score -1444074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1444073.375000 Penalty: 3153.184326
	Iteration 78Q: 3 clusters Score -1444073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1444073.250000 Penalty: 3153.184326
	Iteration 79Q: 3 clusters Score -1444073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1444071.750000 Penalty: 3153.184326
	Iteration 80F: 3 clusters Score -1444072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1444073.250000 Penalty: 3153.184326
	Iteration 81Q: 3 clusters Score -1444073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1444071.375000 Penalty: 3153.184326
	Iteration 82Q: 3 clusters Score -1444071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1444071.625000 Penalty: 3153.184326
	Iteration 83Q: 3 clusters Score -1444072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1444072.750000 Penalty: 3153.184326
	Iteration 84Q: 3 clusters Score -1444073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1444073.000000 Penalty: 3153.184326
	Iteration 85Q: 3 clusters Score -1444073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1444073.000000 Penalty: 3153.184326
	Iteration 86F: 3 clusters Score -1444073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Entering Unmasked Estep 
Score: -7350307.000000 Penalty: 1842.142212
	Iteration 0F: 2 clusters Score -7350307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -7294126.500000 Penalty: 3684.284424
	Iteration 0F: 3 clusters Score -7294126 nChanged 40010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -7317002.000000 Penalty: 3684.284424
	Iteration 1F: 3 clusters Score -7317002 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -7317500.000000 Penalty: 3684.284424
	Iteration 2Q: 3 clusters Score -7317500 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7318063.500000 Penalty: 3684.284424
	Iteration 3Q: 3 clusters Score -7318064 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -7318554.000000 Penalty: 3684.284424
	Iteration 4Q: 3 clusters Score -7318554 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -7319144.500000 Penalty: 3684.284424
	Iteration 5Q: 3 clusters Score -7319144 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -7319946.000000 Penalty: 3684.284424
	Iteration 6Q: 3 clusters Score -7319946 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -7320926.500000 Penalty: 3684.284424
	Iteration 7Q: 3 clusters Score -7320926 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -7322402.000000 Penalty: 3684.284424
	Iteration 8Q: 3 clusters Score -7322402 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -7324670.000000 Penalty: 3684.284424
	Iteration 9Q: 3 clusters Score -7324670 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -7327859.000000 Penalty: 3684.284424
	Iteration 10F: 3 clusters Score -7327859 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -7331784.000000 Penalty: 3684.284424
	Iteration 11F: 3 clusters Score -7331784 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -7335523.000000 Penalty: 3684.284424
	Iteration 12F: 3 clusters Score -7335523 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -7338245.000000 Penalty: 3684.284424
	Iteration 13Q: 3 clusters Score -7338245 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -7340056.500000 Penalty: 3684.284424
	Iteration 14Q: 3 clusters Score -7340056 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -7341415.500000 Penalty: 3684.284424
	Iteration 15Q: 3 clusters Score -7341416 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -7342583.500000 Penalty: 3684.284424
	Iteration 16Q: 3 clusters Score -7342584 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -7343677.500000 Penalty: 3684.284424
	Iteration 17Q: 3 clusters Score -7343678 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -7344753.000000 Penalty: 3684.284424
	Iteration 18Q: 3 clusters Score -7344753 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -7345676.000000 Penalty: 3684.284424
	Iteration 19Q: 3 clusters Score -7345676 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -7346361.500000 Penalty: 3684.284424
	Iteration 20F: 3 clusters Score -7346362 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -7346850.000000 Penalty: 3684.284424
	Iteration 21Q: 3 clusters Score -7346850 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -7347330.000000 Penalty: 3684.284424
	Iteration 22Q: 3 clusters Score -7347330 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -7347606.500000 Penalty: 3684.284424
	Iteration 23Q: 3 clusters Score -7347606 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -7347824.000000 Penalty: 3684.284424
	Iteration 24Q: 3 clusters Score -7347824 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -7348020.000000 Penalty: 3684.284424
	Iteration 25Q: 3 clusters Score -7348020 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -7348190.000000 Penalty: 3684.284424
	Iteration 26Q: 3 clusters Score -7348190 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -7348289.000000 Penalty: 3684.284424
	Iteration 27Q: 3 clusters Score -7348289 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -7348393.000000 Penalty: 3684.284424
	Iteration 28Q: 3 clusters Score -7348393 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -7348485.500000 Penalty: 3684.284424
	Iteration 29Q: 3 clusters Score -7348486 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -7348578.500000 Penalty: 3684.284424
	Iteration 30Q: 3 clusters Score -7348578 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -7348643.000000 Penalty: 3684.284424
	Iteration 31Q: 3 clusters Score -7348643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -7348682.000000 Penalty: 3684.284424
	Iteration 32Q: 3 clusters Score -7348682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -7348703.500000 Penalty: 3684.284424
	Iteration 33Q: 3 clusters Score -7348704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -7348741.000000 Penalty: 3684.284424
	Iteration 34Q: 3 clusters Score -7348741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -7348764.000000 Penalty: 3684.284424
	Iteration 35Q: 3 clusters Score -7348764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -7348796.500000 Penalty: 3684.284424
	Iteration 36Q: 3 clusters Score -7348796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -7348825.000000 Penalty: 3684.284424
	Iteration 37Q: 3 clusters Score -7348825 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -7348843.000000 Penalty: 3684.284424
	Iteration 38Q: 3 clusters Score -7348843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -7348862.000000 Penalty: 3684.284424
	Iteration 39Q: 3 clusters Score -7348862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -7348873.000000 Penalty: 3684.284424
	Iteration 40F: 3 clusters Score -7348873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -7348891.500000 Penalty: 3684.284424
	Iteration 41Q: 3 clusters Score -7348892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -7348888.500000 Penalty: 3684.284424
	Iteration 42Q: 3 clusters Score -7348888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -7348896.500000 Penalty: 3684.284424
	Iteration 43Q: 3 clusters Score -7348896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -7348889.500000 Penalty: 3684.284424
	Iteration 44Q: 3 clusters Score -7348890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -7348892.000000 Penalty: 3684.284424
	Iteration 45Q: 3 clusters Score -7348892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -7348908.000000 Penalty: 3684.284424
	Iteration 46Q: 3 clusters Score -7348908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -7348915.000000 Penalty: 3684.284424
	Iteration 47Q: 3 clusters Score -7348915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -7348920.000000 Penalty: 3684.284424
	Iteration 48Q: 3 clusters Score -7348920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -7348916.500000 Penalty: 3684.284424
	Iteration 49Q: 3 clusters Score -7348916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -7348923.000000 Penalty: 3684.284424
	Iteration 50Q: 3 clusters Score -7348923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -7348927.000000 Penalty: 3684.284424
	Iteration 51Q: 3 clusters Score -7348927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -7348934.000000 Penalty: 3684.284424
	Iteration 52Q: 3 clusters Score -7348934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -7348930.500000 Penalty: 3684.284424
	Iteration 53Q: 3 clusters Score -7348930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -7348929.000000 Penalty: 3684.284424
	Iteration 54Q: 3 clusters Score -7348929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -7348935.500000 Penalty: 3684.284424
	Iteration 55Q: 3 clusters Score -7348936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -7348935.000000 Penalty: 3684.284424
	Iteration 56Q: 3 clusters Score -7348935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -7348942.000000 Penalty: 3684.284424
	Iteration 57Q: 3 clusters Score -7348942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -7348938.000000 Penalty: 3684.284424
	Iteration 58Q: 3 clusters Score -7348938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -7348939.500000 Penalty: 3684.284424
	Iteration 59Q: 3 clusters Score -7348940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -7348937.000000 Penalty: 3684.284424
	Iteration 60F: 3 clusters Score -7348937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -7348938.000000 Penalty: 3684.284424
	Iteration 61Q: 3 clusters Score -7348938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -7348947.500000 Penalty: 3684.284424
	Iteration 62Q: 3 clusters Score -7348948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -7348945.000000 Penalty: 3684.284424
	Iteration 63Q: 3 clusters Score -7348945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -7348941.500000 Penalty: 3684.284424
	Iteration 64Q: 3 clusters Score -7348942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -7348948.000000 Penalty: 3684.284424
	Iteration 65Q: 3 clusters Score -7348948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -7348941.500000 Penalty: 3684.284424
	Iteration 66Q: 3 clusters Score -7348942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -7348945.500000 Penalty: 3684.284424
	Iteration 67Q: 3 clusters Score -7348946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -7348952.500000 Penalty: 3684.284424
	Iteration 68Q: 3 clusters Score -7348952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -7348948.000000 Penalty: 3684.284424
	Iteration 69Q: 3 clusters Score -7348948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -7348960.000000 Penalty: 3684.284424
	Iteration 70Q: 3 clusters Score -7348960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -7348960.000000 Penalty: 3684.284424
	Iteration 71Q: 3 clusters Score -7348960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -7348954.000000 Penalty: 3684.284424
	Iteration 72Q: 3 clusters Score -7348954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -7348949.000000 Penalty: 3684.284424
	Iteration 73Q: 3 clusters Score -7348949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -7348953.000000 Penalty: 3684.284424
	Iteration 74Q: 3 clusters Score -7348953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -7348951.500000 Penalty: 3684.284424
	Iteration 75Q: 3 clusters Score -7348952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -7348953.000000 Penalty: 3684.284424
	Iteration 76Q: 3 clusters Score -7348953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -7348947.500000 Penalty: 3684.284424
	Iteration 77Q: 3 clusters Score -7348948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -7348947.500000 Penalty: 3684.284424
	Iteration 78F: 3 clusters Score -7348948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -142436.140625 Penalty: 1241.520020
	Iteration 0F: 2 clusters Score -142436.1 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 1017 members 
Entering Unmasked Estep 
Score: -140319.500000 Penalty: 2483.040039
	Iteration 0F: 3 clusters Score -140319.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141115.468750 Penalty: 2483.040039
	Iteration 1F: 3 clusters Score -141115.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141628.234375 Penalty: 2483.040039
	Iteration 2F: 3 clusters Score -141628.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -141851.625000 Penalty: 2483.040039
	Iteration 3F: 3 clusters Score -141851.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -141990.046875 Penalty: 2483.040039
	Iteration 4F: 3 clusters Score -141990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -142090.500000 Penalty: 2483.040039
	Iteration 5Q: 3 clusters Score -142090.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -142175.875000 Penalty: 2483.040039
	Iteration 6Q: 3 clusters Score -142175.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -142233.171875 Penalty: 2483.040039
	Iteration 7Q: 3 clusters Score -142233.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -142283.546875 Penalty: 2483.040039
	Iteration 8Q: 3 clusters Score -142283.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142312.890625 Penalty: 2483.040039
	Iteration 9Q: 3 clusters Score -142312.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -142332.859375 Penalty: 2483.040039
	Iteration 10Q: 3 clusters Score -142332.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -142354.546875 Penalty: 2483.040039
	Iteration 11Q: 3 clusters Score -142354.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -142371.781250 Penalty: 2483.040039
	Iteration 12Q: 3 clusters Score -142371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -142382.359375 Penalty: 2483.040039
	Iteration 13Q: 3 clusters Score -142382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -142389.843750 Penalty: 2483.040039
	Iteration 14Q: 3 clusters Score -142389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -142399.328125 Penalty: 2483.040039
	Iteration 15Q: 3 clusters Score -142399.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142406.125000 Penalty: 2483.040039
	Iteration 16Q: 3 clusters Score -142406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -142414.609375 Penalty: 2483.040039
	Iteration 17Q: 3 clusters Score -142414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -142422.859375 Penalty: 2483.040039
	Iteration 18Q: 3 clusters Score -142422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -142429.734375 Penalty: 2483.040039
	Iteration 19Q: 3 clusters Score -142429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -142436.609375 Penalty: 2483.040039
	Iteration 20F: 3 clusters Score -142436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -142441.781250 Penalty: 2483.040039
	Iteration 21Q: 3 clusters Score -142441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -142447.625000 Penalty: 2483.040039
	Iteration 22Q: 3 clusters Score -142447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -142454.109375 Penalty: 2483.040039
	Iteration 23Q: 3 clusters Score -142454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -142463.265625 Penalty: 2483.040039
	Iteration 24Q: 3 clusters Score -142463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -142467.375000 Penalty: 2483.040039
	Iteration 25Q: 3 clusters Score -142467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -142472.437500 Penalty: 2483.040039
	Iteration 26Q: 3 clusters Score -142472.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -142479.593750 Penalty: 2483.040039
	Iteration 27Q: 3 clusters Score -142479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -142484.515625 Penalty: 2483.040039
	Iteration 28Q: 3 clusters Score -142484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -142487.140625 Penalty: 2483.040039
	Iteration 29Q: 3 clusters Score -142487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -142489.156250 Penalty: 2483.040039
	Iteration 30Q: 3 clusters Score -142489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -142490.937500 Penalty: 2483.040039
	Iteration 31Q: 3 clusters Score -142490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -142493.656250 Penalty: 2483.040039
	Iteration 32Q: 3 clusters Score -142493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -142499.062500 Penalty: 2483.040039
	Iteration 33Q: 3 clusters Score -142499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -142504.656250 Penalty: 2483.040039
	Iteration 34Q: 3 clusters Score -142504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -142509.125000 Penalty: 2483.040039
	Iteration 35Q: 3 clusters Score -142509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -142510.843750 Penalty: 2483.040039
	Iteration 36Q: 3 clusters Score -142510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -142512.890625 Penalty: 2483.040039
	Iteration 37Q: 3 clusters Score -142512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -142516.015625 Penalty: 2483.040039
	Iteration 38Q: 3 clusters Score -142516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -142520.531250 Penalty: 2483.040039
	Iteration 39Q: 3 clusters Score -142520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -142530.578125 Penalty: 2483.040039
	Iteration 40F: 3 clusters Score -142530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -142538.359375 Penalty: 2483.040039
	Iteration 41Q: 3 clusters Score -142538.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -142546.656250 Penalty: 2483.040039
	Iteration 42Q: 3 clusters Score -142546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -142551.375000 Penalty: 2483.040039
	Iteration 43Q: 3 clusters Score -142551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -142553.625000 Penalty: 2483.040039
	Iteration 44Q: 3 clusters Score -142553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -142556.328125 Penalty: 2483.040039
	Iteration 45Q: 3 clusters Score -142556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -142566.703125 Penalty: 2483.040039
	Iteration 46Q: 3 clusters Score -142566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -142571.546875 Penalty: 2483.040039
	Iteration 47Q: 3 clusters Score -142571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -142579.109375 Penalty: 2483.040039
	Iteration 48Q: 3 clusters Score -142579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -142585.156250 Penalty: 2483.040039
	Iteration 49Q: 3 clusters Score -142585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -142591.296875 Penalty: 2483.040039
	Iteration 50Q: 3 clusters Score -142591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -142600.437500 Penalty: 2483.040039
	Iteration 51Q: 3 clusters Score -142600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -142607.312500 Penalty: 2483.040039
	Iteration 52Q: 3 clusters Score -142607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -142615.453125 Penalty: 2483.040039
	Iteration 53Q: 3 clusters Score -142615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -142626.125000 Penalty: 2483.040039
	Iteration 54Q: 3 clusters Score -142626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -142635.062500 Penalty: 2483.040039
	Iteration 55Q: 3 clusters Score -142635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -142638.750000 Penalty: 2483.040039
	Iteration 56Q: 3 clusters Score -142638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142643.015625 Penalty: 2483.040039
	Iteration 57Q: 3 clusters Score -142643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -142644.843750 Penalty: 2483.040039
	Iteration 58Q: 3 clusters Score -142644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -142645.203125 Penalty: 2483.040039
	Iteration 59Q: 3 clusters Score -142645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -142645.203125 Penalty: 2483.040039
	Iteration 60F: 3 clusters Score -142645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101453 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 145670 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 1680 members 
Entering Unmasked Estep 
Score: -76289104.000000 Penalty: 60131.101562
Splitting cluster 10 changes total score from -76289512.000000 to -76289104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (78767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Entering Unmasked Estep 
Score: -7034475.500000 Penalty: 1832.065430
	Iteration 0F: 2 clusters Score -7034476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -6982139.000000 Penalty: 3664.130859
	Iteration 0F: 3 clusters Score -6982139 nChanged 37233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7003411.500000 Penalty: 3664.130859
	Iteration 1F: 3 clusters Score -7003412 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7003992.500000 Penalty: 3664.130859
	Iteration 2Q: 3 clusters Score -7003992 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -7004609.000000 Penalty: 3664.130859
	Iteration 3Q: 3 clusters Score -7004609 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7005311.500000 Penalty: 3664.130859
	Iteration 4Q: 3 clusters Score -7005312 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -7006258.500000 Penalty: 3664.130859
	Iteration 5Q: 3 clusters Score -7006258 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -7007395.500000 Penalty: 3664.130859
	Iteration 6Q: 3 clusters Score -7007396 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -7009030.500000 Penalty: 3664.130859
	Iteration 7Q: 3 clusters Score -7009030 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -7011304.000000 Penalty: 3664.130859
	Iteration 8F: 3 clusters Score -7011304 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -7014138.500000 Penalty: 3664.130859
	Iteration 9F: 3 clusters Score -7014138 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -7017168.000000 Penalty: 3664.130859
	Iteration 10F: 3 clusters Score -7017168 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -7019658.500000 Penalty: 3664.130859
	Iteration 11F: 3 clusters Score -7019658 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -7021183.500000 Penalty: 3664.130859
	Iteration 12Q: 3 clusters Score -7021184 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7021869.500000 Penalty: 3664.130859
	Iteration 13Q: 3 clusters Score -7021870 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -7022262.500000 Penalty: 3664.130859
	Iteration 14Q: 3 clusters Score -7022262 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -7022595.500000 Penalty: 3664.130859
	Iteration 15Q: 3 clusters Score -7022596 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7022917.000000 Penalty: 3664.130859
	Iteration 16Q: 3 clusters Score -7022917 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7023307.000000 Penalty: 3664.130859
	Iteration 17Q: 3 clusters Score -7023307 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -7023677.000000 Penalty: 3664.130859
	Iteration 18Q: 3 clusters Score -7023677 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7024114.000000 Penalty: 3664.130859
	Iteration 19Q: 3 clusters Score -7024114 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -7024610.500000 Penalty: 3664.130859
	Iteration 20F: 3 clusters Score -7024610 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -7025133.000000 Penalty: 3664.130859
	Iteration 21Q: 3 clusters Score -7025133 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -7025655.500000 Penalty: 3664.130859
	Iteration 22Q: 3 clusters Score -7025656 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -7026248.000000 Penalty: 3664.130859
	Iteration 23Q: 3 clusters Score -7026248 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -7026858.000000 Penalty: 3664.130859
	Iteration 24Q: 3 clusters Score -7026858 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -7027502.500000 Penalty: 3664.130859
	Iteration 25Q: 3 clusters Score -7027502 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -7028093.000000 Penalty: 3664.130859
	Iteration 26Q: 3 clusters Score -7028093 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -7028696.500000 Penalty: 3664.130859
	Iteration 27Q: 3 clusters Score -7028696 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -7029336.500000 Penalty: 3664.130859
	Iteration 28Q: 3 clusters Score -7029336 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -7030011.500000 Penalty: 3664.130859
	Iteration 29Q: 3 clusters Score -7030012 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -7030657.000000 Penalty: 3664.130859
	Iteration 30Q: 3 clusters Score -7030657 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -7031281.000000 Penalty: 3664.130859
	Iteration 31Q: 3 clusters Score -7031281 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -7031907.000000 Penalty: 3664.130859
	Iteration 32Q: 3 clusters Score -7031907 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -7032429.500000 Penalty: 3664.130859
	Iteration 33Q: 3 clusters Score -7032430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -7032843.500000 Penalty: 3664.130859
	Iteration 34Q: 3 clusters Score -7032844 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -7033129.500000 Penalty: 3664.130859
	Iteration 35Q: 3 clusters Score -7033130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -7033291.500000 Penalty: 3664.130859
	Iteration 36Q: 3 clusters Score -7033292 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -7033379.500000 Penalty: 3664.130859
	Iteration 37Q: 3 clusters Score -7033380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -7033461.500000 Penalty: 3664.130859
	Iteration 38Q: 3 clusters Score -7033462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -7033511.000000 Penalty: 3664.130859
	Iteration 39Q: 3 clusters Score -7033511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -7033560.000000 Penalty: 3664.130859
	Iteration 40F: 3 clusters Score -7033560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -7033571.000000 Penalty: 3664.130859
	Iteration 41Q: 3 clusters Score -7033571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -7033592.000000 Penalty: 3664.130859
	Iteration 42Q: 3 clusters Score -7033592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -7033611.500000 Penalty: 3664.130859
	Iteration 43Q: 3 clusters Score -7033612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -7033616.000000 Penalty: 3664.130859
	Iteration 44Q: 3 clusters Score -7033616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -7033627.000000 Penalty: 3664.130859
	Iteration 45Q: 3 clusters Score -7033627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -7033632.000000 Penalty: 3664.130859
	Iteration 46Q: 3 clusters Score -7033632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -7033635.000000 Penalty: 3664.130859
	Iteration 47Q: 3 clusters Score -7033635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -7033639.500000 Penalty: 3664.130859
	Iteration 48Q: 3 clusters Score -7033640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -7033642.000000 Penalty: 3664.130859
	Iteration 49Q: 3 clusters Score -7033642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -7033646.000000 Penalty: 3664.130859
	Iteration 50Q: 3 clusters Score -7033646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -7033644.000000 Penalty: 3664.130859
	Iteration 51Q: 3 clusters Score -7033644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -7033646.000000 Penalty: 3664.130859
	Iteration 52Q: 3 clusters Score -7033646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -7033646.000000 Penalty: 3664.130859
	Iteration 53F: 3 clusters Score -7033646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -593131.875000 Penalty: 1429.552490
	Iteration 0F: 2 clusters Score -593131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -588122.562500 Penalty: 2859.104980
	Iteration 0F: 3 clusters Score -588122.6 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -589595.937500 Penalty: 2859.104980
	Iteration 1F: 3 clusters Score -589595.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -589792.375000 Penalty: 2859.104980
	Iteration 2F: 3 clusters Score -589792.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -589951.875000 Penalty: 2859.104980
	Iteration 3F: 3 clusters Score -589951.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -590098.125000 Penalty: 2859.104980
	Iteration 4Q: 3 clusters Score -590098.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -590214.250000 Penalty: 2859.104980
	Iteration 5Q: 3 clusters Score -590214.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -590300.312500 Penalty: 2859.104980
	Iteration 6Q: 3 clusters Score -590300.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -590401.375000 Penalty: 2859.104980
	Iteration 7Q: 3 clusters Score -590401.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -590503.312500 Penalty: 2859.104980
	Iteration 8Q: 3 clusters Score -590503.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -590612.312500 Penalty: 2859.104980
	Iteration 9Q: 3 clusters Score -590612.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -590735.562500 Penalty: 2859.104980
	Iteration 10Q: 3 clusters Score -590735.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -590868.125000 Penalty: 2859.104980
	Iteration 11Q: 3 clusters Score -590868.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -591018.562500 Penalty: 2859.104980
	Iteration 12Q: 3 clusters Score -591018.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -591176.437500 Penalty: 2859.104980
	Iteration 13Q: 3 clusters Score -591176.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -591302.687500 Penalty: 2859.104980
	Iteration 14Q: 3 clusters Score -591302.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -591385.562500 Penalty: 2859.104980
	Iteration 15Q: 3 clusters Score -591385.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -591441.687500 Penalty: 2859.104980
	Iteration 16Q: 3 clusters Score -591441.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -591477.875000 Penalty: 2859.104980
	Iteration 17Q: 3 clusters Score -591477.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -591507.687500 Penalty: 2859.104980
	Iteration 18Q: 3 clusters Score -591507.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -591541.562500 Penalty: 2859.104980
	Iteration 19Q: 3 clusters Score -591541.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -591570.875000 Penalty: 2859.104980
	Iteration 20F: 3 clusters Score -591570.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -591603.937500 Penalty: 2859.104980
	Iteration 21Q: 3 clusters Score -591603.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -591628.187500 Penalty: 2859.104980
	Iteration 22Q: 3 clusters Score -591628.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -591657.437500 Penalty: 2859.104980
	Iteration 23Q: 3 clusters Score -591657.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -591682.937500 Penalty: 2859.104980
	Iteration 24Q: 3 clusters Score -591682.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -591703.000000 Penalty: 2859.104980
	Iteration 25Q: 3 clusters Score -591703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -591716.562500 Penalty: 2859.104980
	Iteration 26Q: 3 clusters Score -591716.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -591727.437500 Penalty: 2859.104980
	Iteration 27Q: 3 clusters Score -591727.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -591738.062500 Penalty: 2859.104980
	Iteration 28Q: 3 clusters Score -591738.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591749.250000 Penalty: 2859.104980
	Iteration 29Q: 3 clusters Score -591749.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -591762.937500 Penalty: 2859.104980
	Iteration 30Q: 3 clusters Score -591762.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -591782.750000 Penalty: 2859.104980
	Iteration 31Q: 3 clusters Score -591782.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -591804.000000 Penalty: 2859.104980
	Iteration 32Q: 3 clusters Score -591804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -591828.500000 Penalty: 2859.104980
	Iteration 33Q: 3 clusters Score -591828.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -591860.500000 Penalty: 2859.104980
	Iteration 34Q: 3 clusters Score -591860.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -591894.250000 Penalty: 2859.104980
	Iteration 35Q: 3 clusters Score -591894.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -591932.937500 Penalty: 2859.104980
	Iteration 36Q: 3 clusters Score -591932.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -591969.687500 Penalty: 2859.104980
	Iteration 37Q: 3 clusters Score -591969.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -592001.000000 Penalty: 2859.104980
	Iteration 38Q: 3 clusters Score -592001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -592028.437500 Penalty: 2859.104980
	Iteration 39Q: 3 clusters Score -592028.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -592052.437500 Penalty: 2859.104980
	Iteration 40F: 3 clusters Score -592052.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -592072.562500 Penalty: 2859.104980
	Iteration 41Q: 3 clusters Score -592072.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -592088.187500 Penalty: 2859.104980
	Iteration 42Q: 3 clusters Score -592088.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -592102.937500 Penalty: 2859.104980
	Iteration 43Q: 3 clusters Score -592102.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -592107.750000 Penalty: 2859.104980
	Iteration 44Q: 3 clusters Score -592107.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -592112.000000 Penalty: 2859.104980
	Iteration 45Q: 3 clusters Score -592112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -592114.437500 Penalty: 2859.104980
	Iteration 46Q: 3 clusters Score -592114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -592116.875000 Penalty: 2859.104980
	Iteration 47Q: 3 clusters Score -592116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -592118.875000 Penalty: 2859.104980
	Iteration 48Q: 3 clusters Score -592118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -592121.375000 Penalty: 2859.104980
	Iteration 49Q: 3 clusters Score -592121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -592122.812500 Penalty: 2859.104980
	Iteration 50Q: 3 clusters Score -592122.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -592124.500000 Penalty: 2859.104980
	Iteration 51Q: 3 clusters Score -592124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -592125.750000 Penalty: 2859.104980
	Iteration 52Q: 3 clusters Score -592125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -592126.437500 Penalty: 2859.104980
	Iteration 53Q: 3 clusters Score -592126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -592128.625000 Penalty: 2859.104980
	Iteration 54Q: 3 clusters Score -592128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -592128.875000 Penalty: 2859.104980
	Iteration 55Q: 3 clusters Score -592128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -592130.187500 Penalty: 2859.104980
	Iteration 56Q: 3 clusters Score -592130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -592131.687500 Penalty: 2859.104980
	Iteration 57Q: 3 clusters Score -592131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -592132.250000 Penalty: 2859.104980
	Iteration 58Q: 3 clusters Score -592132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -592132.250000 Penalty: 2859.104980
	Iteration 59F: 3 clusters Score -592132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Entering Unmasked Estep 
Score: -2402073.500000 Penalty: 1664.728760
	Iteration 0F: 2 clusters Score -2402074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2383158.750000 Penalty: 3329.457520
	Iteration 0F: 3 clusters Score -2383159 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2390199.750000 Penalty: 3329.457520
	Iteration 1F: 3 clusters Score -2390200 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2390679.250000 Penalty: 3329.457520
	Iteration 2Q: 3 clusters Score -2390679 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2391349.750000 Penalty: 3329.457520
	Iteration 3F: 3 clusters Score -2391350 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2392338.250000 Penalty: 3329.457520
	Iteration 4F: 3 clusters Score -2392338 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2393567.750000 Penalty: 3329.457520
	Iteration 5F: 3 clusters Score -2393568 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2394791.000000 Penalty: 3329.457520
	Iteration 6F: 3 clusters Score -2394791 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2395836.000000 Penalty: 3329.457520
	Iteration 7F: 3 clusters Score -2395836 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2396765.000000 Penalty: 3329.457520
	Iteration 8F: 3 clusters Score -2396765 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2397562.000000 Penalty: 3329.457520
	Iteration 9Q: 3 clusters Score -2397562 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2398298.250000 Penalty: 3329.457520
	Iteration 10Q: 3 clusters Score -2398298 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2398962.500000 Penalty: 3329.457520
	Iteration 11Q: 3 clusters Score -2398962 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2399523.500000 Penalty: 3329.457520
	Iteration 12Q: 3 clusters Score -2399524 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2399949.250000 Penalty: 3329.457520
	Iteration 13Q: 3 clusters Score -2399949 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2400209.500000 Penalty: 3329.457520
	Iteration 14Q: 3 clusters Score -2400210 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2400366.500000 Penalty: 3329.457520
	Iteration 15Q: 3 clusters Score -2400366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2400444.500000 Penalty: 3329.457520
	Iteration 16Q: 3 clusters Score -2400444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2400488.000000 Penalty: 3329.457520
	Iteration 17Q: 3 clusters Score -2400488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2400528.750000 Penalty: 3329.457520
	Iteration 18Q: 3 clusters Score -2400529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2400554.750000 Penalty: 3329.457520
	Iteration 19Q: 3 clusters Score -2400555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2400565.500000 Penalty: 3329.457520
	Iteration 20F: 3 clusters Score -2400566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2400573.500000 Penalty: 3329.457520
	Iteration 21Q: 3 clusters Score -2400574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2400584.500000 Penalty: 3329.457520
	Iteration 22Q: 3 clusters Score -2400584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2400587.250000 Penalty: 3329.457520
	Iteration 23Q: 3 clusters Score -2400587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2400594.500000 Penalty: 3329.457520
	Iteration 24Q: 3 clusters Score -2400594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2400601.500000 Penalty: 3329.457520
	Iteration 25Q: 3 clusters Score -2400602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2400604.250000 Penalty: 3329.457520
	Iteration 26Q: 3 clusters Score -2400604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2400608.250000 Penalty: 3329.457520
	Iteration 27Q: 3 clusters Score -2400608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2400606.000000 Penalty: 3329.457520
	Iteration 28Q: 3 clusters Score -2400606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2400609.000000 Penalty: 3329.457520
	Iteration 29Q: 3 clusters Score -2400609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2400609.000000 Penalty: 3329.457520
	Iteration 30Q: 3 clusters Score -2400609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2400609.500000 Penalty: 3329.457520
	Iteration 31Q: 3 clusters Score -2400610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2400609.500000 Penalty: 3329.457520
	Iteration 32F: 3 clusters Score -2400610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -620990.125000 Penalty: 1442.120605
	Iteration 0F: 2 clusters Score -620990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -615622.375000 Penalty: 2884.241211
	Iteration 0F: 3 clusters Score -615622.4 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -617415.812500 Penalty: 2884.241211
	Iteration 1F: 3 clusters Score -617415.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -617732.062500 Penalty: 2884.241211
	Iteration 2F: 3 clusters Score -617732.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -618035.875000 Penalty: 2884.241211
	Iteration 3F: 3 clusters Score -618035.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -618325.500000 Penalty: 2884.241211
	Iteration 4F: 3 clusters Score -618325.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -618599.625000 Penalty: 2884.241211
	Iteration 5F: 3 clusters Score -618599.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -618858.437500 Penalty: 2884.241211
	Iteration 6F: 3 clusters Score -618858.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -619090.125000 Penalty: 2884.241211
	Iteration 7Q: 3 clusters Score -619090.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -619284.937500 Penalty: 2884.241211
	Iteration 8Q: 3 clusters Score -619284.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -619423.000000 Penalty: 2884.241211
	Iteration 9Q: 3 clusters Score -619423 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -619533.812500 Penalty: 2884.241211
	Iteration 10Q: 3 clusters Score -619533.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -619618.125000 Penalty: 2884.241211
	Iteration 11Q: 3 clusters Score -619618.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -619682.750000 Penalty: 2884.241211
	Iteration 12Q: 3 clusters Score -619682.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -619733.687500 Penalty: 2884.241211
	Iteration 13Q: 3 clusters Score -619733.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -619776.437500 Penalty: 2884.241211
	Iteration 14Q: 3 clusters Score -619776.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -619811.187500 Penalty: 2884.241211
	Iteration 15Q: 3 clusters Score -619811.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -619831.875000 Penalty: 2884.241211
	Iteration 16Q: 3 clusters Score -619831.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -619850.875000 Penalty: 2884.241211
	Iteration 17Q: 3 clusters Score -619850.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -619865.437500 Penalty: 2884.241211
	Iteration 18Q: 3 clusters Score -619865.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -619876.937500 Penalty: 2884.241211
	Iteration 19Q: 3 clusters Score -619876.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -619890.125000 Penalty: 2884.241211
	Iteration 20F: 3 clusters Score -619890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -619900.937500 Penalty: 2884.241211
	Iteration 21Q: 3 clusters Score -619900.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -619913.062500 Penalty: 2884.241211
	Iteration 22Q: 3 clusters Score -619913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -619931.187500 Penalty: 2884.241211
	Iteration 23Q: 3 clusters Score -619931.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -619948.687500 Penalty: 2884.241211
	Iteration 24Q: 3 clusters Score -619948.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -619956.000000 Penalty: 2884.241211
	Iteration 25Q: 3 clusters Score -619956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -619961.125000 Penalty: 2884.241211
	Iteration 26Q: 3 clusters Score -619961.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -619967.937500 Penalty: 2884.241211
	Iteration 27Q: 3 clusters Score -619967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -619976.500000 Penalty: 2884.241211
	Iteration 28Q: 3 clusters Score -619976.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -619980.250000 Penalty: 2884.241211
	Iteration 29Q: 3 clusters Score -619980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -619985.375000 Penalty: 2884.241211
	Iteration 30Q: 3 clusters Score -619985.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -619991.875000 Penalty: 2884.241211
	Iteration 31Q: 3 clusters Score -619991.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -619993.750000 Penalty: 2884.241211
	Iteration 32Q: 3 clusters Score -619993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -619997.000000 Penalty: 2884.241211
	Iteration 33Q: 3 clusters Score -619997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -619998.125000 Penalty: 2884.241211
	Iteration 34Q: 3 clusters Score -619998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -620000.187500 Penalty: 2884.241211
	Iteration 35Q: 3 clusters Score -620000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -620001.875000 Penalty: 2884.241211
	Iteration 36Q: 3 clusters Score -620001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -620005.625000 Penalty: 2884.241211
	Iteration 37Q: 3 clusters Score -620005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -620010.812500 Penalty: 2884.241211
	Iteration 38Q: 3 clusters Score -620010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -620010.312500 Penalty: 2884.241211
	Iteration 39Q: 3 clusters Score -620010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -620011.000000 Penalty: 2884.241211
	Iteration 40F: 3 clusters Score -620011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -620012.437500 Penalty: 2884.241211
	Iteration 41Q: 3 clusters Score -620012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -620011.812500 Penalty: 2884.241211
	Iteration 42Q: 3 clusters Score -620011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -620011.812500 Penalty: 2884.241211
	Iteration 43F: 3 clusters Score -620011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -174855.312500 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -174855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -172571.109375 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -172571.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -173555.203125 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -173555.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -174217.296875 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -174217.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174703.671875 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -174703.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174943.437500 Penalty: 2527.510010
	Iteration 4F: 3 clusters Score -174943.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175071.062500 Penalty: 2527.510010
	Iteration 5Q: 3 clusters Score -175071.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175154.875000 Penalty: 2527.510010
	Iteration 6Q: 3 clusters Score -175154.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -175222.406250 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -175222.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175320.265625 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -175320.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175416.187500 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -175416.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175483.531250 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -175483.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175566.312500 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -175566.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175655.218750 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -175655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175688.406250 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -175688.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175700.000000 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -175700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175704.859375 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -175704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175712.015625 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -175712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175718.531250 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -175718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175719.968750 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -175720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175721.406250 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -175721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175722.421875 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -175722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175723.078125 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -175723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175723.078125 Penalty: 2527.510010
	Iteration 22F: 3 clusters Score -175723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 101453 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 145670 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Entering Unmasked Estep 
Score: -76289696.000000 Penalty: 60131.101562
Splitting cluster 15 changes total score from -76289512.000000 to -76289696.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -907630.812500 Penalty: 1510.579834
	Iteration 0F: 2 clusters Score -907630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -899873.750000 Penalty: 3021.159668
	Iteration 0F: 3 clusters Score -899873.8 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -902485.312500 Penalty: 3021.159668
	Iteration 1F: 3 clusters Score -902485.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -902938.625000 Penalty: 3021.159668
	Iteration 2F: 3 clusters Score -902938.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -903349.937500 Penalty: 3021.159668
	Iteration 3F: 3 clusters Score -903349.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -903806.750000 Penalty: 3021.159668
	Iteration 4F: 3 clusters Score -903806.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -904251.562500 Penalty: 3021.159668
	Iteration 5F: 3 clusters Score -904251.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -904630.812500 Penalty: 3021.159668
	Iteration 6F: 3 clusters Score -904630.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -904947.187500 Penalty: 3021.159668
	Iteration 7Q: 3 clusters Score -904947.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -905208.250000 Penalty: 3021.159668
	Iteration 8Q: 3 clusters Score -905208.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -905401.437500 Penalty: 3021.159668
	Iteration 9Q: 3 clusters Score -905401.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -905522.500000 Penalty: 3021.159668
	Iteration 10Q: 3 clusters Score -905522.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -905612.187500 Penalty: 3021.159668
	Iteration 11Q: 3 clusters Score -905612.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -905676.875000 Penalty: 3021.159668
	Iteration 12Q: 3 clusters Score -905676.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -905738.687500 Penalty: 3021.159668
	Iteration 13Q: 3 clusters Score -905738.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -905783.437500 Penalty: 3021.159668
	Iteration 14Q: 3 clusters Score -905783.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -905815.187500 Penalty: 3021.159668
	Iteration 15Q: 3 clusters Score -905815.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -905842.187500 Penalty: 3021.159668
	Iteration 16Q: 3 clusters Score -905842.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -905864.312500 Penalty: 3021.159668
	Iteration 17Q: 3 clusters Score -905864.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -905882.250000 Penalty: 3021.159668
	Iteration 18Q: 3 clusters Score -905882.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -905896.687500 Penalty: 3021.159668
	Iteration 19Q: 3 clusters Score -905896.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -905909.875000 Penalty: 3021.159668
	Iteration 20F: 3 clusters Score -905909.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -905917.687500 Penalty: 3021.159668
	Iteration 21Q: 3 clusters Score -905917.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -905933.125000 Penalty: 3021.159668
	Iteration 22Q: 3 clusters Score -905933.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -905943.187500 Penalty: 3021.159668
	Iteration 23Q: 3 clusters Score -905943.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -905949.875000 Penalty: 3021.159668
	Iteration 24Q: 3 clusters Score -905949.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -905956.000000 Penalty: 3021.159668
	Iteration 25Q: 3 clusters Score -905956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -905959.000000 Penalty: 3021.159668
	Iteration 26Q: 3 clusters Score -905959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -905968.562500 Penalty: 3021.159668
	Iteration 27Q: 3 clusters Score -905968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -905976.062500 Penalty: 3021.159668
	Iteration 28Q: 3 clusters Score -905976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -905979.625000 Penalty: 3021.159668
	Iteration 29Q: 3 clusters Score -905979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -905981.750000 Penalty: 3021.159668
	Iteration 30Q: 3 clusters Score -905981.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -905987.500000 Penalty: 3021.159668
	Iteration 31Q: 3 clusters Score -905987.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -905992.312500 Penalty: 3021.159668
	Iteration 32Q: 3 clusters Score -905992.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -905995.812500 Penalty: 3021.159668
	Iteration 33Q: 3 clusters Score -905995.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -906004.000000 Penalty: 3021.159668
	Iteration 34Q: 3 clusters Score -906004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -906005.750000 Penalty: 3021.159668
	Iteration 35Q: 3 clusters Score -906005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -906010.187500 Penalty: 3021.159668
	Iteration 36Q: 3 clusters Score -906010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -906014.437500 Penalty: 3021.159668
	Iteration 37Q: 3 clusters Score -906014.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -906014.812500 Penalty: 3021.159668
	Iteration 38Q: 3 clusters Score -906014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -906017.375000 Penalty: 3021.159668
	Iteration 39Q: 3 clusters Score -906017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -906017.125000 Penalty: 3021.159668
	Iteration 40F: 3 clusters Score -906017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -906018.562500 Penalty: 3021.159668
	Iteration 41Q: 3 clusters Score -906018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -906016.812500 Penalty: 3021.159668
	Iteration 42Q: 3 clusters Score -906016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -906016.312500 Penalty: 3021.159668
	Iteration 43Q: 3 clusters Score -906016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -906016.312500 Penalty: 3021.159668
	Iteration 44Q: 3 clusters Score -906016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -906016.062500 Penalty: 3021.159668
	Iteration 45Q: 3 clusters Score -906016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -906016.062500 Penalty: 3021.159668
	Iteration 46F: 3 clusters Score -906016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -93760.804688 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -93760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -92094.539062 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -92094.54 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -92607.523438 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -92607.52 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92784.906250 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -92784.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92913.695312 Penalty: 2356.917480
	Iteration 3F: 3 clusters Score -92913.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -93024.945312 Penalty: 2356.917480
	Iteration 4F: 3 clusters Score -93024.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -93085.835938 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -93085.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -93123.757812 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -93123.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -93157.570312 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -93157.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93169.257812 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -93169.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -93177.796875 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -93177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -93187.664062 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -93187.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -93194.023438 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -93194.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -93201.421875 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -93201.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -93213.390625 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -93213.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -93223.171875 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -93223.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -93227.101562 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -93227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -93233.335938 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -93233.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -93241.773438 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -93241.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -93242.843750 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -93242.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -93243.312500 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -93243.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -93243.312500 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -93243.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Entering Unmasked Estep 
Score: -8706271.000000 Penalty: 1873.194580
	Iteration 0F: 2 clusters Score -8706271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -8638465.000000 Penalty: 3746.389160
	Iteration 0F: 3 clusters Score -8638465 nChanged 48647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -8667485.000000 Penalty: 3746.389160
	Iteration 1F: 3 clusters Score -8667485 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -8669644.000000 Penalty: 3746.389160
	Iteration 2Q: 3 clusters Score -8669644 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8673562.000000 Penalty: 3746.389160
	Iteration 3F: 3 clusters Score -8673562 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8680523.000000 Penalty: 3746.389160
	Iteration 4F: 3 clusters Score -8680523 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8691105.000000 Penalty: 3746.389160
	Iteration 5F: 3 clusters Score -8691105 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -8703229.000000 Penalty: 3746.389160
	Iteration 6F: 3 clusters Score -8703229 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -8712116.000000 Penalty: 3746.389160
	Iteration 7F: 3 clusters Score -8712116 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8716056.000000 Penalty: 3746.389160
	Iteration 8Q: 3 clusters Score -8716056 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8717775.000000 Penalty: 3746.389160
	Iteration 9Q: 3 clusters Score -8717775 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8718831.000000 Penalty: 3746.389160
	Iteration 10Q: 3 clusters Score -8718831 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -8719619.000000 Penalty: 3746.389160
	Iteration 11Q: 3 clusters Score -8719619 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8720243.000000 Penalty: 3746.389160
	Iteration 12Q: 3 clusters Score -8720243 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8720717.000000 Penalty: 3746.389160
	Iteration 13Q: 3 clusters Score -8720717 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8721100.000000 Penalty: 3746.389160
	Iteration 14Q: 3 clusters Score -8721100 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8721361.000000 Penalty: 3746.389160
	Iteration 15Q: 3 clusters Score -8721361 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8721499.000000 Penalty: 3746.389160
	Iteration 16Q: 3 clusters Score -8721499 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -8721533.000000 Penalty: 3746.389160
	Iteration 17Q: 3 clusters Score -8721533 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8721625.000000 Penalty: 3746.389160
	Iteration 18Q: 3 clusters Score -8721625 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8721664.000000 Penalty: 3746.389160
	Iteration 19Q: 3 clusters Score -8721664 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -8721705.000000 Penalty: 3746.389160
	Iteration 20F: 3 clusters Score -8721705 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8721707.000000 Penalty: 3746.389160
	Iteration 21Q: 3 clusters Score -8721707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -8721693.000000 Penalty: 3746.389160
	Iteration 22Q: 3 clusters Score -8721693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -8721682.000000 Penalty: 3746.389160
	Iteration 23Q: 3 clusters Score -8721682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8721689.000000 Penalty: 3746.389160
	Iteration 24Q: 3 clusters Score -8721689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8721704.000000 Penalty: 3746.389160
	Iteration 25Q: 3 clusters Score -8721704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8721709.000000 Penalty: 3746.389160
	Iteration 26Q: 3 clusters Score -8721709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -8721703.000000 Penalty: 3746.389160
	Iteration 27Q: 3 clusters Score -8721703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -8721709.000000 Penalty: 3746.389160
	Iteration 28Q: 3 clusters Score -8721709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8721707.000000 Penalty: 3746.389160
	Iteration 29Q: 3 clusters Score -8721707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8721708.000000 Penalty: 3746.389160
	Iteration 30Q: 3 clusters Score -8721708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8721709.000000 Penalty: 3746.389160
	Iteration 31Q: 3 clusters Score -8721709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -8721709.000000 Penalty: 3746.389160
	Iteration 32F: 3 clusters Score -8721709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 145670 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 35566 members 
Entering Unmasked Estep 
Score: -76304104.000000 Penalty: 62358.179688
Splitting cluster 18 changes total score from -76289512.000000 to -76304104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (12101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Entering Unmasked Estep 
Score: -1041726.000000 Penalty: 1527.669434
	Iteration 0F: 2 clusters Score -1041726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1033185.250000 Penalty: 3055.338867
	Iteration 0F: 3 clusters Score -1033185 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1036067.250000 Penalty: 3055.338867
	Iteration 1F: 3 clusters Score -1036067 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1036276.750000 Penalty: 3055.338867
	Iteration 2F: 3 clusters Score -1036277 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1036443.062500 Penalty: 3055.338867
	Iteration 3Q: 3 clusters Score -1036443 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1036586.812500 Penalty: 3055.338867
	Iteration 4Q: 3 clusters Score -1036587 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1036727.500000 Penalty: 3055.338867
	Iteration 5Q: 3 clusters Score -1036728 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1036841.812500 Penalty: 3055.338867
	Iteration 6Q: 3 clusters Score -1036842 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1036966.937500 Penalty: 3055.338867
	Iteration 7Q: 3 clusters Score -1036967 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1037091.250000 Penalty: 3055.338867
	Iteration 8Q: 3 clusters Score -1037091 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1037254.437500 Penalty: 3055.338867
	Iteration 9Q: 3 clusters Score -1037254 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1037524.500000 Penalty: 3055.338867
	Iteration 10Q: 3 clusters Score -1037524 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1037858.250000 Penalty: 3055.338867
	Iteration 11Q: 3 clusters Score -1037858 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1038215.875000 Penalty: 3055.338867
	Iteration 12F: 3 clusters Score -1038216 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1038578.625000 Penalty: 3055.338867
	Iteration 13F: 3 clusters Score -1038579 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1038906.312500 Penalty: 3055.338867
	Iteration 14Q: 3 clusters Score -1038906 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1039169.625000 Penalty: 3055.338867
	Iteration 15Q: 3 clusters Score -1039170 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1039392.125000 Penalty: 3055.338867
	Iteration 16Q: 3 clusters Score -1039392 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1039589.625000 Penalty: 3055.338867
	Iteration 17Q: 3 clusters Score -1039590 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1039774.187500 Penalty: 3055.338867
	Iteration 18Q: 3 clusters Score -1039774 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1039948.562500 Penalty: 3055.338867
	Iteration 19Q: 3 clusters Score -1039949 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1040085.125000 Penalty: 3055.338867
	Iteration 20F: 3 clusters Score -1040085 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1040181.125000 Penalty: 3055.338867
	Iteration 21Q: 3 clusters Score -1040181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1040259.375000 Penalty: 3055.338867
	Iteration 22Q: 3 clusters Score -1040259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1040324.375000 Penalty: 3055.338867
	Iteration 23Q: 3 clusters Score -1040324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1040373.812500 Penalty: 3055.338867
	Iteration 24Q: 3 clusters Score -1040374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1040402.500000 Penalty: 3055.338867
	Iteration 25Q: 3 clusters Score -1040402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1040423.437500 Penalty: 3055.338867
	Iteration 26Q: 3 clusters Score -1040423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1040437.062500 Penalty: 3055.338867
	Iteration 27Q: 3 clusters Score -1040437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1040455.500000 Penalty: 3055.338867
	Iteration 28Q: 3 clusters Score -1040456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1040462.687500 Penalty: 3055.338867
	Iteration 29Q: 3 clusters Score -1040463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1040471.000000 Penalty: 3055.338867
	Iteration 30Q: 3 clusters Score -1040471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1040480.750000 Penalty: 3055.338867
	Iteration 31Q: 3 clusters Score -1040481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1040487.625000 Penalty: 3055.338867
	Iteration 32Q: 3 clusters Score -1040488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1040495.000000 Penalty: 3055.338867
	Iteration 33Q: 3 clusters Score -1040495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1040500.187500 Penalty: 3055.338867
	Iteration 34Q: 3 clusters Score -1040500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1040504.125000 Penalty: 3055.338867
	Iteration 35Q: 3 clusters Score -1040504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1040508.125000 Penalty: 3055.338867
	Iteration 36Q: 3 clusters Score -1040508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1040507.125000 Penalty: 3055.338867
	Iteration 37Q: 3 clusters Score -1040507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1040509.125000 Penalty: 3055.338867
	Iteration 38Q: 3 clusters Score -1040509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1040508.125000 Penalty: 3055.338867
	Iteration 39Q: 3 clusters Score -1040508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1040511.187500 Penalty: 3055.338867
	Iteration 40F: 3 clusters Score -1040511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1040510.375000 Penalty: 3055.338867
	Iteration 41Q: 3 clusters Score -1040510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1040511.750000 Penalty: 3055.338867
	Iteration 42Q: 3 clusters Score -1040512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1040513.562500 Penalty: 3055.338867
	Iteration 43Q: 3 clusters Score -1040514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1040516.312500 Penalty: 3055.338867
	Iteration 44Q: 3 clusters Score -1040516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1040517.562500 Penalty: 3055.338867
	Iteration 45Q: 3 clusters Score -1040518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1040520.312500 Penalty: 3055.338867
	Iteration 46Q: 3 clusters Score -1040520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1040523.125000 Penalty: 3055.338867
	Iteration 47Q: 3 clusters Score -1040523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1040522.000000 Penalty: 3055.338867
	Iteration 48Q: 3 clusters Score -1040522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1040524.750000 Penalty: 3055.338867
	Iteration 49Q: 3 clusters Score -1040525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1040524.375000 Penalty: 3055.338867
	Iteration 50Q: 3 clusters Score -1040524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1040524.625000 Penalty: 3055.338867
	Iteration 51Q: 3 clusters Score -1040525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1040524.625000 Penalty: 3055.338867
	Iteration 52F: 3 clusters Score -1040525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -552043.875000 Penalty: 1440.704834
	Iteration 0F: 2 clusters Score -552043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -546777.687500 Penalty: 2881.409668
	Iteration 0F: 3 clusters Score -546777.7 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -548499.000000 Penalty: 2881.409668
	Iteration 1F: 3 clusters Score -548499 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -548766.750000 Penalty: 2881.409668
	Iteration 2F: 3 clusters Score -548766.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -549013.750000 Penalty: 2881.409668
	Iteration 3F: 3 clusters Score -549013.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -549252.625000 Penalty: 2881.409668
	Iteration 4F: 3 clusters Score -549252.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -549504.375000 Penalty: 2881.409668
	Iteration 5F: 3 clusters Score -549504.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -549717.750000 Penalty: 2881.409668
	Iteration 6Q: 3 clusters Score -549717.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -549934.187500 Penalty: 2881.409668
	Iteration 7Q: 3 clusters Score -549934.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -550128.937500 Penalty: 2881.409668
	Iteration 8Q: 3 clusters Score -550128.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -550296.187500 Penalty: 2881.409668
	Iteration 9Q: 3 clusters Score -550296.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -550417.750000 Penalty: 2881.409668
	Iteration 10Q: 3 clusters Score -550417.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -550505.812500 Penalty: 2881.409668
	Iteration 11Q: 3 clusters Score -550505.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -550572.062500 Penalty: 2881.409668
	Iteration 12Q: 3 clusters Score -550572.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -550615.687500 Penalty: 2881.409668
	Iteration 13Q: 3 clusters Score -550615.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -550655.125000 Penalty: 2881.409668
	Iteration 14Q: 3 clusters Score -550655.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -550689.312500 Penalty: 2881.409668
	Iteration 15Q: 3 clusters Score -550689.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -550713.687500 Penalty: 2881.409668
	Iteration 16Q: 3 clusters Score -550713.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -550730.062500 Penalty: 2881.409668
	Iteration 17Q: 3 clusters Score -550730.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -550740.062500 Penalty: 2881.409668
	Iteration 18Q: 3 clusters Score -550740.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -550748.937500 Penalty: 2881.409668
	Iteration 19Q: 3 clusters Score -550748.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -550756.375000 Penalty: 2881.409668
	Iteration 20F: 3 clusters Score -550756.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -550762.625000 Penalty: 2881.409668
	Iteration 21Q: 3 clusters Score -550762.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -550767.500000 Penalty: 2881.409668
	Iteration 22Q: 3 clusters Score -550767.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -550774.687500 Penalty: 2881.409668
	Iteration 23Q: 3 clusters Score -550774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -550780.500000 Penalty: 2881.409668
	Iteration 24Q: 3 clusters Score -550780.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -550785.625000 Penalty: 2881.409668
	Iteration 25Q: 3 clusters Score -550785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -550788.812500 Penalty: 2881.409668
	Iteration 26Q: 3 clusters Score -550788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -550788.625000 Penalty: 2881.409668
	Iteration 27Q: 3 clusters Score -550788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -550789.312500 Penalty: 2881.409668
	Iteration 28Q: 3 clusters Score -550789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -550790.937500 Penalty: 2881.409668
	Iteration 29Q: 3 clusters Score -550790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -550792.062500 Penalty: 2881.409668
	Iteration 30Q: 3 clusters Score -550792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -550792.000000 Penalty: 2881.409668
	Iteration 31Q: 3 clusters Score -550792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -550791.750000 Penalty: 2881.409668
	Iteration 32Q: 3 clusters Score -550791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -550792.375000 Penalty: 2881.409668
	Iteration 33Q: 3 clusters Score -550792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -550793.062500 Penalty: 2881.409668
	Iteration 34Q: 3 clusters Score -550793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -550793.062500 Penalty: 2881.409668
	Iteration 35F: 3 clusters Score -550793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Entering Unmasked Estep 
Score: -12870470.000000 Penalty: 1931.978638
	Iteration 0F: 2 clusters Score -1.287047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -12772754.000000 Penalty: 3863.957275
	Iteration 0F: 3 clusters Score -1.277275e+07 nChanged 70087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -12814781.000000 Penalty: 3863.957275
	Iteration 1F: 3 clusters Score -1.281478e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -12816435.000000 Penalty: 3863.957275
	Iteration 2Q: 3 clusters Score -1.281644e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -12818578.000000 Penalty: 3863.957275
	Iteration 3Q: 3 clusters Score -1.281858e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -12822029.000000 Penalty: 3863.957275
	Iteration 4Q: 3 clusters Score -1.282203e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -12826907.000000 Penalty: 3863.957275
	Iteration 5F: 3 clusters Score -1.282691e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -12833738.000000 Penalty: 3863.957275
	Iteration 6F: 3 clusters Score -1.283374e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -12841764.000000 Penalty: 3863.957275
	Iteration 7F: 3 clusters Score -1.284176e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -12849312.000000 Penalty: 3863.957275
	Iteration 8F: 3 clusters Score -1.284931e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -12856390.000000 Penalty: 3863.957275
	Iteration 9F: 3 clusters Score -1.285639e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -12861639.000000 Penalty: 3863.957275
	Iteration 10Q: 3 clusters Score -1.286164e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -12864784.000000 Penalty: 3863.957275
	Iteration 11Q: 3 clusters Score -1.286478e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -12866801.000000 Penalty: 3863.957275
	Iteration 12Q: 3 clusters Score -1.28668e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137724 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -12867850.000000 Penalty: 3863.957275
	Iteration 13Q: 3 clusters Score -1.286785e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138943 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -12868640.000000 Penalty: 3863.957275
	Iteration 14Q: 3 clusters Score -1.286864e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -12869343.000000 Penalty: 3863.957275
	Iteration 15Q: 3 clusters Score -1.286934e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -12869848.000000 Penalty: 3863.957275
	Iteration 16Q: 3 clusters Score -1.286985e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140801 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -12870147.000000 Penalty: 3863.957275
	Iteration 17Q: 3 clusters Score -1.287015e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -12870347.000000 Penalty: 3863.957275
	Iteration 18Q: 3 clusters Score -1.287035e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141212 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -12870454.000000 Penalty: 3863.957275
	Iteration 19Q: 3 clusters Score -1.287045e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141306 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -12870490.000000 Penalty: 3863.957275
	Iteration 20F: 3 clusters Score -1.287049e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -12870534.000000 Penalty: 3863.957275
	Iteration 21Q: 3 clusters Score -1.287053e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12870566.000000 Penalty: 3863.957275
	Iteration 22Q: 3 clusters Score -1.287057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -12870575.000000 Penalty: 3863.957275
	Iteration 23Q: 3 clusters Score -1.287058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -12870553.000000 Penalty: 3863.957275
	Iteration 24Q: 3 clusters Score -1.287055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -12870563.000000 Penalty: 3863.957275
	Iteration 25Q: 3 clusters Score -1.287056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -12870558.000000 Penalty: 3863.957275
	Iteration 26Q: 3 clusters Score -1.287056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -12870570.000000 Penalty: 3863.957275
	Iteration 27Q: 3 clusters Score -1.287057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -12870559.000000 Penalty: 3863.957275
	Iteration 28Q: 3 clusters Score -1.287056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -12870558.000000 Penalty: 3863.957275
	Iteration 29Q: 3 clusters Score -1.287056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -12870558.000000 Penalty: 3863.957275
	Iteration 30Q: 3 clusters Score -1.287056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -12870541.000000 Penalty: 3863.957275
	Iteration 31Q: 3 clusters Score -1.287054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141604 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -12870544.000000 Penalty: 3863.957275
	Iteration 32Q: 3 clusters Score -1.287054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141614 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12870545.000000 Penalty: 3863.957275
	Iteration 33Q: 3 clusters Score -1.287054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141617 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -12870552.000000 Penalty: 3863.957275
	Iteration 34Q: 3 clusters Score -1.287055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -12870548.000000 Penalty: 3863.957275
	Iteration 35Q: 3 clusters Score -1.287055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -12870557.000000 Penalty: 3863.957275
	Iteration 36Q: 3 clusters Score -1.287056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -12870557.000000 Penalty: 3863.957275
	Iteration 37Q: 3 clusters Score -1.287056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -12870576.000000 Penalty: 3863.957275
	Iteration 38Q: 3 clusters Score -1.287058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141636 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -12870563.000000 Penalty: 3863.957275
	Iteration 39Q: 3 clusters Score -1.287056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -12870562.000000 Penalty: 3863.957275
	Iteration 40F: 3 clusters Score -1.287056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -12870560.000000 Penalty: 3863.957275
	Iteration 41Q: 3 clusters Score -1.287056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -12870562.000000 Penalty: 3863.957275
	Iteration 42Q: 3 clusters Score -1.287056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -12870562.000000 Penalty: 3863.957275
	Iteration 43F: 3 clusters Score -1.287056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 35566 members 
Mstep: Class 29 contains 4029 members 
Entering Unmasked Estep 
Score: -76304144.000000 Penalty: 64585.257812
Splitting cluster 21 changes total score from -76289512.000000 to -76304144.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -499676.437500 Penalty: 1413.860596
	Iteration 0F: 2 clusters Score -499676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -495080.000000 Penalty: 2827.721191
	Iteration 0F: 3 clusters Score -495080 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -496558.468750 Penalty: 2827.721191
	Iteration 1F: 3 clusters Score -496558.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -497045.625000 Penalty: 2827.721191
	Iteration 2F: 3 clusters Score -497045.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -497736.843750 Penalty: 2827.721191
	Iteration 3F: 3 clusters Score -497736.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -498684.656250 Penalty: 2827.721191
	Iteration 4F: 3 clusters Score -498684.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -499722.156250 Penalty: 2827.721191
	Iteration 5F: 3 clusters Score -499722.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -500310.812500 Penalty: 2827.721191
	Iteration 6F: 3 clusters Score -500310.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -500632.375000 Penalty: 2827.721191
	Iteration 7Q: 3 clusters Score -500632.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -500848.875000 Penalty: 2827.721191
	Iteration 8Q: 3 clusters Score -500848.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -500973.437500 Penalty: 2827.721191
	Iteration 9Q: 3 clusters Score -500973.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501041.500000 Penalty: 2827.721191
	Iteration 10Q: 3 clusters Score -501041.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -501081.968750 Penalty: 2827.721191
	Iteration 11Q: 3 clusters Score -501082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -501109.625000 Penalty: 2827.721191
	Iteration 12Q: 3 clusters Score -501109.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -501131.906250 Penalty: 2827.721191
	Iteration 13Q: 3 clusters Score -501131.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -501157.812500 Penalty: 2827.721191
	Iteration 14Q: 3 clusters Score -501157.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -501176.468750 Penalty: 2827.721191
	Iteration 15Q: 3 clusters Score -501176.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -501191.562500 Penalty: 2827.721191
	Iteration 16Q: 3 clusters Score -501191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -501209.031250 Penalty: 2827.721191
	Iteration 17Q: 3 clusters Score -501209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -501218.187500 Penalty: 2827.721191
	Iteration 18Q: 3 clusters Score -501218.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -501226.312500 Penalty: 2827.721191
	Iteration 19Q: 3 clusters Score -501226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -501230.343750 Penalty: 2827.721191
	Iteration 20F: 3 clusters Score -501230.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -501233.406250 Penalty: 2827.721191
	Iteration 21Q: 3 clusters Score -501233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -501239.531250 Penalty: 2827.721191
	Iteration 22Q: 3 clusters Score -501239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -501243.437500 Penalty: 2827.721191
	Iteration 23Q: 3 clusters Score -501243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -501248.093750 Penalty: 2827.721191
	Iteration 24Q: 3 clusters Score -501248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -501251.000000 Penalty: 2827.721191
	Iteration 25Q: 3 clusters Score -501251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -501255.125000 Penalty: 2827.721191
	Iteration 26Q: 3 clusters Score -501255.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -501263.125000 Penalty: 2827.721191
	Iteration 27Q: 3 clusters Score -501263.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -501277.343750 Penalty: 2827.721191
	Iteration 28Q: 3 clusters Score -501277.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -501296.375000 Penalty: 2827.721191
	Iteration 29Q: 3 clusters Score -501296.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -501311.687500 Penalty: 2827.721191
	Iteration 30Q: 3 clusters Score -501311.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -501319.250000 Penalty: 2827.721191
	Iteration 31Q: 3 clusters Score -501319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -501322.125000 Penalty: 2827.721191
	Iteration 32Q: 3 clusters Score -501322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -501322.687500 Penalty: 2827.721191
	Iteration 33Q: 3 clusters Score -501322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -501322.875000 Penalty: 2827.721191
	Iteration 34Q: 3 clusters Score -501322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -501322.875000 Penalty: 2827.721191
	Iteration 35F: 3 clusters Score -501322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 35566 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 1956 members 
Entering Unmasked Estep 
Score: -76304800.000000 Penalty: 66812.335938
Splitting cluster 22 changes total score from -76289512.000000 to -76304800.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -896708.312500 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -896708.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -889302.937500 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -889302.9 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -891885.937500 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -891885.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -892416.937500 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -892416.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -893171.000000 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -893171 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -894187.750000 Penalty: 3005.857422
	Iteration 4F: 3 clusters Score -894187.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -895238.625000 Penalty: 3005.857422
	Iteration 5F: 3 clusters Score -895238.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -896211.000000 Penalty: 3005.857422
	Iteration 6F: 3 clusters Score -896211 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -896757.937500 Penalty: 3005.857422
	Iteration 7F: 3 clusters Score -896757.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -897047.000000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -897047 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -897210.875000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -897210.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -897300.062500 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -897300.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -897363.125000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -897363.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -897403.000000 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -897403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -897435.437500 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -897435.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -897456.250000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -897456.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -897470.687500 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -897470.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -897477.312500 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -897477.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -897484.500000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -897484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -897486.625000 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -897486.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -897489.937500 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -897489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -897493.437500 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -897493.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -897495.562500 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -897495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -897496.375000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -897496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -897497.562500 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -897497.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -897501.500000 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -897501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -897502.187500 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -897502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -897503.750000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -897503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -897501.250000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -897501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -897502.062500 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -897502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -897504.500000 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -897504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -897503.875000 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -897503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -897504.437500 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -897504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -897505.000000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -897505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -897505.375000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -897505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -897504.875000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -897504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -897504.875000 Penalty: 3005.857422
	Iteration 35F: 3 clusters Score -897504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 35566 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 1956 members 
Mstep: Class 31 contains 1145 members 
Entering Unmasked Estep 
Score: -76304752.000000 Penalty: 69039.414062
Splitting cluster 23 changes total score from -76289512.000000 to -76304752.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -163880.781250 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -163880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161728.875000 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -161728.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -162689.343750 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -162689.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163212.500000 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -163212.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163475.453125 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -163475.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163623.468750 Penalty: 2482.414551
	Iteration 4F: 3 clusters Score -163623.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -163721.843750 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -163721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163785.078125 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -163785.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -163836.093750 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -163836.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163879.656250 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -163879.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163936.687500 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -163936.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163969.593750 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -163969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -163986.921875 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -163986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -164004.000000 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -164004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -164027.046875 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -164027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -164046.015625 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -164046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164090.968750 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -164091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164145.703125 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -164145.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164210.296875 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -164210.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164246.671875 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -164246.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -164276.750000 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -164276.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -164306.093750 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -164306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -164346.859375 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -164346.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164389.609375 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -164389.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -164432.453125 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -164432.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -164460.234375 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -164460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164465.281250 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -164465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164467.062500 Penalty: 2482.414551
	Iteration 26Q: 3 clusters Score -164467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164467.546875 Penalty: 2482.414551
	Iteration 27Q: 3 clusters Score -164467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164467.546875 Penalty: 2482.414551
	Iteration 28F: 3 clusters Score -164467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 1483 members 
Mstep: Class 25 contains 11149 members 
Mstep: Class 26 contains 5321 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 35566 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 1956 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 593 members 
Entering Unmasked Estep 
Score: -76304360.000000 Penalty: 71266.492188
Splitting cluster 24 changes total score from -76289512.000000 to -76304360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -858250.625000 Penalty: 1514.354614
	Iteration 0F: 2 clusters Score -858250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -850376.562500 Penalty: 3028.709229
	Iteration 0F: 3 clusters Score -850376.6 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -853096.000000 Penalty: 3028.709229
	Iteration 1F: 3 clusters Score -853096 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -853587.437500 Penalty: 3028.709229
	Iteration 2F: 3 clusters Score -853587.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -854143.437500 Penalty: 3028.709229
	Iteration 3F: 3 clusters Score -854143.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -854672.187500 Penalty: 3028.709229
	Iteration 4F: 3 clusters Score -854672.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -855166.250000 Penalty: 3028.709229
	Iteration 5F: 3 clusters Score -855166.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -855651.125000 Penalty: 3028.709229
	Iteration 6F: 3 clusters Score -855651.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -856064.187500 Penalty: 3028.709229
	Iteration 7F: 3 clusters Score -856064.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -856333.500000 Penalty: 3028.709229
	Iteration 8Q: 3 clusters Score -856333.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -856479.625000 Penalty: 3028.709229
	Iteration 9Q: 3 clusters Score -856479.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -856589.937500 Penalty: 3028.709229
	Iteration 10Q: 3 clusters Score -856589.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -856648.562500 Penalty: 3028.709229
	Iteration 11Q: 3 clusters Score -856648.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -856688.562500 Penalty: 3028.709229
	Iteration 12Q: 3 clusters Score -856688.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -856707.000000 Penalty: 3028.709229
	Iteration 13Q: 3 clusters Score -856707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -856722.125000 Penalty: 3028.709229
	Iteration 14Q: 3 clusters Score -856722.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -856732.625000 Penalty: 3028.709229
	Iteration 15Q: 3 clusters Score -856732.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -856746.500000 Penalty: 3028.709229
	Iteration 16Q: 3 clusters Score -856746.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -856751.812500 Penalty: 3028.709229
	Iteration 17Q: 3 clusters Score -856751.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -856758.812500 Penalty: 3028.709229
	Iteration 18Q: 3 clusters Score -856758.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -856764.250000 Penalty: 3028.709229
	Iteration 19Q: 3 clusters Score -856764.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -856769.625000 Penalty: 3028.709229
	Iteration 20F: 3 clusters Score -856769.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -856780.625000 Penalty: 3028.709229
	Iteration 21Q: 3 clusters Score -856780.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -856788.125000 Penalty: 3028.709229
	Iteration 22Q: 3 clusters Score -856788.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -856791.875000 Penalty: 3028.709229
	Iteration 23Q: 3 clusters Score -856791.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -856797.937500 Penalty: 3028.709229
	Iteration 24Q: 3 clusters Score -856797.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -856804.375000 Penalty: 3028.709229
	Iteration 25Q: 3 clusters Score -856804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -856805.500000 Penalty: 3028.709229
	Iteration 26Q: 3 clusters Score -856805.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -856808.500000 Penalty: 3028.709229
	Iteration 27Q: 3 clusters Score -856808.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -856812.375000 Penalty: 3028.709229
	Iteration 28Q: 3 clusters Score -856812.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -856817.562500 Penalty: 3028.709229
	Iteration 29Q: 3 clusters Score -856817.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -856827.250000 Penalty: 3028.709229
	Iteration 30Q: 3 clusters Score -856827.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -856836.812500 Penalty: 3028.709229
	Iteration 31Q: 3 clusters Score -856836.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -856844.625000 Penalty: 3028.709229
	Iteration 32Q: 3 clusters Score -856844.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -856850.250000 Penalty: 3028.709229
	Iteration 33Q: 3 clusters Score -856850.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -856857.500000 Penalty: 3028.709229
	Iteration 34Q: 3 clusters Score -856857.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -856862.875000 Penalty: 3028.709229
	Iteration 35Q: 3 clusters Score -856862.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -856866.000000 Penalty: 3028.709229
	Iteration 36Q: 3 clusters Score -856866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -856869.937500 Penalty: 3028.709229
	Iteration 37Q: 3 clusters Score -856869.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -856874.000000 Penalty: 3028.709229
	Iteration 38Q: 3 clusters Score -856874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -856874.937500 Penalty: 3028.709229
	Iteration 39Q: 3 clusters Score -856874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -856879.375000 Penalty: 3028.709229
	Iteration 40F: 3 clusters Score -856879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -856882.750000 Penalty: 3028.709229
	Iteration 41Q: 3 clusters Score -856882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -856881.750000 Penalty: 3028.709229
	Iteration 42Q: 3 clusters Score -856881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -856882.875000 Penalty: 3028.709229
	Iteration 43Q: 3 clusters Score -856882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -856882.625000 Penalty: 3028.709229
	Iteration 44Q: 3 clusters Score -856882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -856884.312500 Penalty: 3028.709229
	Iteration 45Q: 3 clusters Score -856884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -856885.562500 Penalty: 3028.709229
	Iteration 46Q: 3 clusters Score -856885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -856885.437500 Penalty: 3028.709229
	Iteration 47Q: 3 clusters Score -856885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -856884.562500 Penalty: 3028.709229
	Iteration 48Q: 3 clusters Score -856884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -856884.562500 Penalty: 3028.709229
	Iteration 49F: 3 clusters Score -856884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 23304 members 
Mstep: Class 4 contains 173836 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 102215 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 83806 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 1483 members 
Mstep: Class 25 contains 11149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76309016.000000 Penalty: 71266.492188
Iteration 79Q: 33 clusters Score -7.630902e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 23453 members 
Mstep: Class 4 contains 173844 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 102046 members 
Mstep: Class 7 contains 29976 members 
Mstep: Class 8 contains 16318 members 
Mstep: Class 9 contains 83595 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 78288 members 
Mstep: Class 12 contains 6660 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 10928 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 139424 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11471 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 35080 members 
Mstep: Class 29 contains 3898 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1115 members 
Mstep: Class 32 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312984.000000 Penalty: 71266.492188
Iteration 80F: 33 clusters Score -7.631298e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18309 members 
Mstep: Class 3 contains 23518 members 
Mstep: Class 4 contains 173799 members 
Mstep: Class 5 contains 6291 members 
Mstep: Class 6 contains 101962 members 
Mstep: Class 7 contains 29969 members 
Mstep: Class 8 contains 16220 members 
Mstep: Class 9 contains 83371 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 77857 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 28113 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 10908 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 70089 members 
Mstep: Class 19 contains 12068 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 137906 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 9698 members 
Mstep: Class 24 contains 1463 members 
Mstep: Class 25 contains 11258 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 35628 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 1928 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313992.000000 Penalty: 71266.492188
Iteration 81Q: 33 clusters Score -7.631399e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 23582 members 
Mstep: Class 4 contains 173745 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 101902 members 
Mstep: Class 7 contains 29966 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 83221 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 77500 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 6673 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 10928 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 71164 members 
Mstep: Class 19 contains 12074 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 136728 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 9789 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 11152 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 35939 members 
Mstep: Class 29 contains 4756 members 
Mstep: Class 30 contains 1934 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314472.000000 Penalty: 71266.492188
Iteration 82Q: 33 clusters Score -7.631447e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18276 members 
Mstep: Class 3 contains 23635 members 
Mstep: Class 4 contains 173696 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 101847 members 
Mstep: Class 7 contains 29963 members 
Mstep: Class 8 contains 16047 members 
Mstep: Class 9 contains 83110 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 77192 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 28136 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 10948 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 71994 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 135819 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 11079 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 853 members 
Mstep: Class 28 contains 36167 members 
Mstep: Class 29 contains 5029 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 1179 members 
Mstep: Class 32 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315128.000000 Penalty: 71266.492188
Iteration 83Q: 33 clusters Score -7.631513e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18262 members 
Mstep: Class 3 contains 23673 members 
Mstep: Class 4 contains 173658 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 101820 members 
Mstep: Class 7 contains 29964 members 
Mstep: Class 8 contains 15959 members 
Mstep: Class 9 contains 83044 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 76926 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 28148 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 72694 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 6810 members 
Mstep: Class 21 contains 135029 members 
Mstep: Class 22 contains 5311 members 
Mstep: Class 23 contains 9908 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 11015 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 887 members 
Mstep: Class 28 contains 36324 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 1943 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315272.000000 Penalty: 71266.492188
Iteration 84Q: 33 clusters Score -7.631527e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18254 members 
Mstep: Class 3 contains 23690 members 
Mstep: Class 4 contains 173627 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 101803 members 
Mstep: Class 7 contains 29957 members 
Mstep: Class 8 contains 15888 members 
Mstep: Class 9 contains 82981 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 76718 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 28153 members 
Mstep: Class 14 contains 6471 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 10979 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 73250 members 
Mstep: Class 19 contains 12067 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 134391 members 
Mstep: Class 22 contains 5449 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 10972 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 36439 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 1948 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315616.000000 Penalty: 71266.492188
Iteration 85Q: 33 clusters Score -7.631562e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18248 members 
Mstep: Class 3 contains 23696 members 
Mstep: Class 4 contains 173605 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 6 contains 101790 members 
Mstep: Class 7 contains 29954 members 
Mstep: Class 8 contains 15836 members 
Mstep: Class 9 contains 82937 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 76524 members 
Mstep: Class 12 contains 6841 members 
Mstep: Class 13 contains 28161 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 73724 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 6761 members 
Mstep: Class 21 contains 133853 members 
Mstep: Class 22 contains 5585 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 930 members 
Mstep: Class 28 contains 36529 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1952 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315704.000000 Penalty: 71266.492188
Iteration 86Q: 33 clusters Score -7.63157e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 18242 members 
Mstep: Class 3 contains 23687 members 
Mstep: Class 4 contains 173580 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 101796 members 
Mstep: Class 7 contains 29960 members 
Mstep: Class 8 contains 15782 members 
Mstep: Class 9 contains 82906 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 76328 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 28162 members 
Mstep: Class 14 contains 6365 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 11002 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 74196 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 133394 members 
Mstep: Class 22 contains 5713 members 
Mstep: Class 23 contains 9997 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 10921 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 937 members 
Mstep: Class 28 contains 36583 members 
Mstep: Class 29 contains 5832 members 
Mstep: Class 30 contains 1953 members 
Mstep: Class 31 contains 1202 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315816.000000 Penalty: 71266.492188
Iteration 87Q: 33 clusters Score -7.631582e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18235 members 
Mstep: Class 3 contains 23687 members 
Mstep: Class 4 contains 173544 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 101808 members 
Mstep: Class 7 contains 29959 members 
Mstep: Class 8 contains 15733 members 
Mstep: Class 9 contains 82874 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 76145 members 
Mstep: Class 12 contains 6874 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 11015 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 74623 members 
Mstep: Class 19 contains 12065 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 133018 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10904 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 943 members 
Mstep: Class 28 contains 36614 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 1956 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315912.000000 Penalty: 71266.492188
Iteration 88Q: 33 clusters Score -7.631591e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 23692 members 
Mstep: Class 4 contains 173529 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 101816 members 
Mstep: Class 7 contains 29963 members 
Mstep: Class 8 contains 15698 members 
Mstep: Class 9 contains 82862 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 75945 members 
Mstep: Class 12 contains 6896 members 
Mstep: Class 13 contains 28167 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 75049 members 
Mstep: Class 19 contains 12066 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 132650 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 10003 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10888 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 36635 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315952.000000 Penalty: 71266.492188
Iteration 89Q: 33 clusters Score -7.631595e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18229 members 
Mstep: Class 3 contains 23693 members 
Mstep: Class 4 contains 173520 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 101831 members 
Mstep: Class 7 contains 29967 members 
Mstep: Class 8 contains 15662 members 
Mstep: Class 9 contains 82843 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 75768 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 28169 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 11014 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 75387 members 
Mstep: Class 19 contains 12065 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 132399 members 
Mstep: Class 22 contains 5991 members 
Mstep: Class 23 contains 10000 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10874 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 36649 members 
Mstep: Class 29 contains 6174 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315800.000000 Penalty: 71266.492188
Iteration 90Q: 33 clusters Score -7.63158e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 18224 members 
Mstep: Class 3 contains 23700 members 
Mstep: Class 4 contains 173518 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 101855 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 15637 members 
Mstep: Class 9 contains 82830 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 75598 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 28175 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 11006 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 75693 members 
Mstep: Class 19 contains 12063 members 
Mstep: Class 20 contains 6720 members 
Mstep: Class 21 contains 132155 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 9998 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 970 members 
Mstep: Class 28 contains 36661 members 
Mstep: Class 29 contains 6267 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1221 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315760.000000 Penalty: 71266.492188
Iteration 91Q: 33 clusters Score -7.631576e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18223 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 4 contains 173506 members 
Mstep: Class 5 contains 5866 members 
Mstep: Class 6 contains 101864 members 
Mstep: Class 7 contains 29976 members 
Mstep: Class 8 contains 15617 members 
Mstep: Class 9 contains 82829 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 75405 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 75950 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 6715 members 
Mstep: Class 21 contains 131960 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 9995 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10843 members 
Mstep: Class 26 contains 5184 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 36669 members 
Mstep: Class 29 contains 6352 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1224 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315760.000000 Penalty: 71266.492188
Iteration 92Q: 33 clusters Score -7.631576e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 23695 members 
Mstep: Class 4 contains 173487 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 6 contains 101872 members 
Mstep: Class 7 contains 29976 members 
Mstep: Class 8 contains 15592 members 
Mstep: Class 9 contains 82837 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 75227 members 
Mstep: Class 12 contains 6941 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 11009 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 76186 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 131818 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 9989 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10828 members 
Mstep: Class 26 contains 5187 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 36677 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1228 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315928.000000 Penalty: 71266.492188
Iteration 93Q: 33 clusters Score -7.631593e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18217 members 
Mstep: Class 3 contains 23681 members 
Mstep: Class 4 contains 173481 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 101864 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 15572 members 
Mstep: Class 9 contains 82840 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 75052 members 
Mstep: Class 12 contains 6953 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 76410 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 6715 members 
Mstep: Class 21 contains 131689 members 
Mstep: Class 22 contains 6230 members 
Mstep: Class 23 contains 9981 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10821 members 
Mstep: Class 26 contains 5192 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 36687 members 
Mstep: Class 29 contains 6485 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1232 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316000.000000 Penalty: 71266.492188
Iteration 94Q: 33 clusters Score -7.6316e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 23666 members 
Mstep: Class 4 contains 173465 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 101870 members 
Mstep: Class 7 contains 29977 members 
Mstep: Class 8 contains 15558 members 
Mstep: Class 9 contains 82834 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 74918 members 
Mstep: Class 12 contains 6963 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 11019 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 76599 members 
Mstep: Class 19 contains 12061 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 131566 members 
Mstep: Class 22 contains 6270 members 
Mstep: Class 23 contains 9979 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10817 members 
Mstep: Class 26 contains 5195 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 36698 members 
Mstep: Class 29 contains 6543 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1233 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316016.000000 Penalty: 71266.492188
Iteration 95Q: 33 clusters Score -7.631602e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18214 members 
Mstep: Class 3 contains 23644 members 
Mstep: Class 4 contains 173451 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 101879 members 
Mstep: Class 7 contains 29979 members 
Mstep: Class 8 contains 15552 members 
Mstep: Class 9 contains 82839 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 74794 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 11019 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 76791 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 131428 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10810 members 
Mstep: Class 26 contains 5196 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 36709 members 
Mstep: Class 29 contains 6600 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315928.000000 Penalty: 71266.492188
Iteration 96Q: 33 clusters Score -7.631593e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18214 members 
Mstep: Class 3 contains 23630 members 
Mstep: Class 4 contains 173440 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 101895 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 15547 members 
Mstep: Class 9 contains 82839 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 74682 members 
Mstep: Class 12 contains 6972 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 76949 members 
Mstep: Class 19 contains 12052 members 
Mstep: Class 20 contains 6707 members 
Mstep: Class 21 contains 131319 members 
Mstep: Class 22 contains 6333 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10809 members 
Mstep: Class 26 contains 5198 members 
Mstep: Class 27 contains 1000 members 
Mstep: Class 28 contains 36720 members 
Mstep: Class 29 contains 6635 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316016.000000 Penalty: 71266.492188
Iteration 97Q: 33 clusters Score -7.631602e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 173438 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 15537 members 
Mstep: Class 9 contains 82842 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 74595 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 77100 members 
Mstep: Class 19 contains 12050 members 
Mstep: Class 20 contains 6702 members 
Mstep: Class 21 contains 131212 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10804 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 1004 members 
Mstep: Class 28 contains 36723 members 
Mstep: Class 29 contains 6672 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315960.000000 Penalty: 71266.492188
Iteration 98Q: 33 clusters Score -7.631596e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 18214 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 173429 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 6 contains 101933 members 
Mstep: Class 7 contains 29982 members 
Mstep: Class 8 contains 15529 members 
Mstep: Class 9 contains 82835 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 74524 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 77235 members 
Mstep: Class 19 contains 12050 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 131109 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10798 members 
Mstep: Class 26 contains 5203 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 36728 members 
Mstep: Class 29 contains 6713 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316048.000000 Penalty: 71266.492188
Iteration 99Q: 33 clusters Score -7.631605e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18212 members 
Mstep: Class 3 contains 23580 members 
Mstep: Class 4 contains 173424 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 101947 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 15516 members 
Mstep: Class 9 contains 82830 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 74470 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 77357 members 
Mstep: Class 19 contains 12048 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 130991 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 9971 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10794 members 
Mstep: Class 26 contains 5205 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 36739 members 
Mstep: Class 29 contains 6749 members 
Mstep: Class 30 contains 1959 members 
Mstep: Class 31 contains 1237 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316112.000000 Penalty: 71266.492188
Iteration 100F: 33 clusters Score -7.631611e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18210 members 
Mstep: Class 3 contains 23569 members 
Mstep: Class 4 contains 173424 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 101953 members 
Mstep: Class 7 contains 29986 members 
Mstep: Class 8 contains 15505 members 
Mstep: Class 9 contains 82820 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 74425 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 28182 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 77447 members 
Mstep: Class 19 contains 12045 members 
Mstep: Class 20 contains 6685 members 
Mstep: Class 21 contains 130894 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 9970 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10788 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 36751 members 
Mstep: Class 29 contains 6794 members 
Mstep: Class 30 contains 1958 members 
Mstep: Class 31 contains 1238 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 33 clusters Score -7.631618e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 18210 members 
Mstep: Class 3 contains 23570 members 
Mstep: Class 4 contains 173425 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 101963 members 
Mstep: Class 7 contains 29987 members 
Mstep: Class 8 contains 15490 members 
Mstep: Class 9 contains 82813 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74378 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 28185 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 77525 members 
Mstep: Class 19 contains 12045 members 
Mstep: Class 20 contains 6683 members 
Mstep: Class 21 contains 130801 members 
Mstep: Class 22 contains 6444 members 
Mstep: Class 23 contains 9967 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10782 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 36759 members 
Mstep: Class 29 contains 6839 members 
Mstep: Class 30 contains 1958 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
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Iteration 102Q: 33 clusters Score -7.631619e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 18213 members 
Mstep: Class 3 contains 23569 members 
Mstep: Class 4 contains 173424 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 29988 members 
Mstep: Class 8 contains 15480 members 
Mstep: Class 9 contains 82808 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74344 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 28185 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 77590 members 
Mstep: Class 19 contains 12044 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 130702 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 9967 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10777 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 36762 members 
Mstep: Class 29 contains 6882 members 
Mstep: Class 30 contains 1958 members 
Mstep: Class 31 contains 1242 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
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Iteration 103Q: 33 clusters Score -7.631626e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 18211 members 
Mstep: Class 3 contains 23575 members 
Mstep: Class 4 contains 173421 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 101984 members 
Mstep: Class 7 contains 29991 members 
Mstep: Class 8 contains 15468 members 
Mstep: Class 9 contains 82796 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74315 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 28188 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 77655 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 130643 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1454 members 
Mstep: Class 25 contains 10772 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 36764 members 
Mstep: Class 29 contains 6910 members 
Mstep: Class 30 contains 1958 members 
Mstep: Class 31 contains 1246 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 33 clusters Score -7.631634e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18210 members 
Mstep: Class 3 contains 23572 members 
Mstep: Class 4 contains 173417 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 101984 members 
Mstep: Class 7 contains 29991 members 
Mstep: Class 8 contains 15461 members 
Mstep: Class 9 contains 82804 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74282 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 77716 members 
Mstep: Class 19 contains 12042 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 130604 members 
Mstep: Class 22 contains 6493 members 
Mstep: Class 23 contains 9956 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10764 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1061 members 
Mstep: Class 28 contains 36769 members 
Mstep: Class 29 contains 6934 members 
Mstep: Class 30 contains 1959 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316336.000000 Penalty: 71266.492188
Iteration 105Q: 33 clusters Score -7.631634e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18208 members 
Mstep: Class 3 contains 23571 members 
Mstep: Class 4 contains 173418 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 29992 members 
Mstep: Class 8 contains 15452 members 
Mstep: Class 9 contains 82804 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74243 members 
Mstep: Class 12 contains 7051 members 
Mstep: Class 13 contains 28192 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11040 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 77793 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 130551 members 
Mstep: Class 22 contains 6506 members 
Mstep: Class 23 contains 9957 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 10759 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 36772 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1958 members 
Mstep: Class 31 contains 1254 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316384.000000 Penalty: 71266.492188
Iteration 106Q: 33 clusters Score -7.631638e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18207 members 
Mstep: Class 3 contains 23577 members 
Mstep: Class 4 contains 173413 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 101975 members 
Mstep: Class 7 contains 29993 members 
Mstep: Class 8 contains 15449 members 
Mstep: Class 9 contains 82813 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74204 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 13 contains 28194 members 
Mstep: Class 14 contains 6098 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11040 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 77861 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 130508 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 9959 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 36773 members 
Mstep: Class 29 contains 6981 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1255 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316528.000000 Penalty: 71266.492188
Iteration 107Q: 33 clusters Score -7.631653e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18207 members 
Mstep: Class 3 contains 23575 members 
Mstep: Class 4 contains 173404 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 101980 members 
Mstep: Class 7 contains 29998 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 82824 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74167 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 28195 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 77916 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 130469 members 
Mstep: Class 22 contains 6524 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1454 members 
Mstep: Class 25 contains 10746 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 36775 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1256 members 
Mstep: Class 32 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316464.000000 Penalty: 71266.492188
Iteration 108Q: 33 clusters Score -7.631646e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18205 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 173396 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 101984 members 
Mstep: Class 7 contains 30000 members 
Mstep: Class 8 contains 15438 members 
Mstep: Class 9 contains 82829 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74125 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 28197 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 77974 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 130447 members 
Mstep: Class 22 contains 6526 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10741 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 36776 members 
Mstep: Class 29 contains 7032 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316504.000000 Penalty: 71266.492188
Iteration 109Q: 33 clusters Score -7.63165e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 18204 members 
Mstep: Class 3 contains 23574 members 
Mstep: Class 4 contains 173397 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 101980 members 
Mstep: Class 7 contains 30004 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 82838 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 74089 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 28198 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11032 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78021 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 130424 members 
Mstep: Class 22 contains 6532 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10740 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 36779 members 
Mstep: Class 29 contains 7046 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316440.000000 Penalty: 71266.492188
Iteration 110Q: 33 clusters Score -7.631644e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23571 members 
Mstep: Class 4 contains 173388 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 101982 members 
Mstep: Class 7 contains 30006 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 82837 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 74064 members 
Mstep: Class 12 contains 7083 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11032 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78068 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 130406 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10737 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 36781 members 
Mstep: Class 29 contains 7050 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316376.000000 Penalty: 71266.492188
Iteration 111Q: 33 clusters Score -7.631638e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18201 members 
Mstep: Class 3 contains 23571 members 
Mstep: Class 4 contains 173381 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 101981 members 
Mstep: Class 7 contains 30009 members 
Mstep: Class 8 contains 15431 members 
Mstep: Class 9 contains 82834 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 74045 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 28198 members 
Mstep: Class 14 contains 6035 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78102 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 130398 members 
Mstep: Class 22 contains 6543 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10728 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 36784 members 
Mstep: Class 29 contains 7056 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316488.000000 Penalty: 71266.492188
Iteration 112Q: 33 clusters Score -7.631649e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18200 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 173374 members 
Mstep: Class 5 contains 5681 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 30008 members 
Mstep: Class 8 contains 15427 members 
Mstep: Class 9 contains 82828 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 74033 members 
Mstep: Class 12 contains 7101 members 
Mstep: Class 13 contains 28200 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78138 members 
Mstep: Class 19 contains 12042 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 130377 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 9962 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 36787 members 
Mstep: Class 29 contains 7069 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316528.000000 Penalty: 71266.492188
Iteration 113Q: 33 clusters Score -7.631653e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18199 members 
Mstep: Class 3 contains 23577 members 
Mstep: Class 4 contains 173373 members 
Mstep: Class 5 contains 5682 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 30010 members 
Mstep: Class 8 contains 15426 members 
Mstep: Class 9 contains 82823 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 74018 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78179 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 130344 members 
Mstep: Class 22 contains 6551 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10712 members 
Mstep: Class 26 contains 5211 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 36791 members 
Mstep: Class 29 contains 7080 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 71266.492188
Iteration 114Q: 33 clusters Score -7.631665e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18198 members 
Mstep: Class 3 contains 23579 members 
Mstep: Class 4 contains 173369 members 
Mstep: Class 5 contains 5681 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 30013 members 
Mstep: Class 8 contains 15424 members 
Mstep: Class 9 contains 82823 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 74007 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 6010 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78218 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130314 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10708 members 
Mstep: Class 26 contains 5212 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 36792 members 
Mstep: Class 29 contains 7085 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316576.000000 Penalty: 71266.492188
Iteration 115Q: 33 clusters Score -7.631658e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18197 members 
Mstep: Class 3 contains 23580 members 
Mstep: Class 4 contains 173366 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 101976 members 
Mstep: Class 7 contains 30015 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 82821 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 73996 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78248 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130300 members 
Mstep: Class 22 contains 6559 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10705 members 
Mstep: Class 26 contains 5213 members 
Mstep: Class 27 contains 1096 members 
Mstep: Class 28 contains 36794 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316728.000000 Penalty: 71266.492188
Iteration 116Q: 33 clusters Score -7.631673e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18199 members 
Mstep: Class 3 contains 23582 members 
Mstep: Class 4 contains 173363 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 101975 members 
Mstep: Class 7 contains 30014 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 82816 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73983 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78273 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130283 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10704 members 
Mstep: Class 26 contains 5216 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 36794 members 
Mstep: Class 29 contains 7095 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316752.000000 Penalty: 71266.492188
Iteration 117Q: 33 clusters Score -7.631675e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18200 members 
Mstep: Class 3 contains 23581 members 
Mstep: Class 4 contains 173359 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 101969 members 
Mstep: Class 7 contains 30016 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 82812 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73968 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78305 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130267 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 71266.492188
Iteration 118Q: 33 clusters Score -7.63167e+07 nChanged 164
Entering ConstructFrom: 
Score: -76316696.000000 Penalty: 71266.492188
Entering ConstructFrom: 
Trying to split cluster 1 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -226083.671875 Penalty: 1288.599976
	Iteration 0F: 2 clusters Score -226083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -223515.468750 Penalty: 2577.199951
	Iteration 0F: 3 clusters Score -223515.5 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -224168.890625 Penalty: 2577.199951
	Iteration 1F: 3 clusters Score -224168.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -224342.781250 Penalty: 2577.199951
	Iteration 2F: 3 clusters Score -224342.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -224469.531250 Penalty: 2577.199951
	Iteration 3F: 3 clusters Score -224469.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -224559.062500 Penalty: 2577.199951
	Iteration 4Q: 3 clusters Score -224559.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -224631.125000 Penalty: 2577.199951
	Iteration 5Q: 3 clusters Score -224631.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -224680.078125 Penalty: 2577.199951
	Iteration 6Q: 3 clusters Score -224680.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -224722.156250 Penalty: 2577.199951
	Iteration 7Q: 3 clusters Score -224722.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -224755.015625 Penalty: 2577.199951
	Iteration 8Q: 3 clusters Score -224755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -224792.000000 Penalty: 2577.199951
	Iteration 9Q: 3 clusters Score -224792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -224866.671875 Penalty: 2577.199951
	Iteration 10Q: 3 clusters Score -224866.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -225010.031250 Penalty: 2577.199951
	Iteration 11Q: 3 clusters Score -225010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -225109.671875 Penalty: 2577.199951
	Iteration 12Q: 3 clusters Score -225109.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -225167.015625 Penalty: 2577.199951
	Iteration 13Q: 3 clusters Score -225167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -225208.906250 Penalty: 2577.199951
	Iteration 14Q: 3 clusters Score -225208.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -225245.187500 Penalty: 2577.199951
	Iteration 15Q: 3 clusters Score -225245.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -225277.281250 Penalty: 2577.199951
	Iteration 16Q: 3 clusters Score -225277.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -225309.125000 Penalty: 2577.199951
	Iteration 17Q: 3 clusters Score -225309.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -225345.703125 Penalty: 2577.199951
	Iteration 18Q: 3 clusters Score -225345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -225385.515625 Penalty: 2577.199951
	Iteration 19Q: 3 clusters Score -225385.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -225427.671875 Penalty: 2577.199951
	Iteration 20F: 3 clusters Score -225427.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -225466.359375 Penalty: 2577.199951
	Iteration 21Q: 3 clusters Score -225466.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -225498.531250 Penalty: 2577.199951
	Iteration 22Q: 3 clusters Score -225498.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -225515.546875 Penalty: 2577.199951
	Iteration 23Q: 3 clusters Score -225515.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -225526.625000 Penalty: 2577.199951
	Iteration 24Q: 3 clusters Score -225526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -225534.953125 Penalty: 2577.199951
	Iteration 25Q: 3 clusters Score -225535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -225540.812500 Penalty: 2577.199951
	Iteration 26Q: 3 clusters Score -225540.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -225547.906250 Penalty: 2577.199951
	Iteration 27Q: 3 clusters Score -225547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -225557.531250 Penalty: 2577.199951
	Iteration 28Q: 3 clusters Score -225557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -225565.421875 Penalty: 2577.199951
	Iteration 29Q: 3 clusters Score -225565.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -225572.515625 Penalty: 2577.199951
	Iteration 30Q: 3 clusters Score -225572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -225579.859375 Penalty: 2577.199951
	Iteration 31Q: 3 clusters Score -225579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -225588.718750 Penalty: 2577.199951
	Iteration 32Q: 3 clusters Score -225588.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -225594.531250 Penalty: 2577.199951
	Iteration 33Q: 3 clusters Score -225594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -225599.031250 Penalty: 2577.199951
	Iteration 34Q: 3 clusters Score -225599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -225602.062500 Penalty: 2577.199951
	Iteration 35Q: 3 clusters Score -225602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -225605.187500 Penalty: 2577.199951
	Iteration 36Q: 3 clusters Score -225605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -225605.984375 Penalty: 2577.199951
	Iteration 37Q: 3 clusters Score -225606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -225606.531250 Penalty: 2577.199951
	Iteration 38Q: 3 clusters Score -225606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -225607.500000 Penalty: 2577.199951
	Iteration 39Q: 3 clusters Score -225607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -225608.343750 Penalty: 2577.199951
	Iteration 40F: 3 clusters Score -225608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -225609.609375 Penalty: 2577.199951
	Iteration 41Q: 3 clusters Score -225609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -225609.953125 Penalty: 2577.199951
	Iteration 42Q: 3 clusters Score -225610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -225609.953125 Penalty: 2577.199951
	Iteration 43F: 3 clusters Score -225610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Entering Unmasked Estep 
Score: -1576071.250000 Penalty: 1594.009155
	Iteration 0F: 2 clusters Score -1576071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1563658.375000 Penalty: 3188.018311
	Iteration 0F: 3 clusters Score -1563658 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1567940.625000 Penalty: 3188.018311
	Iteration 1F: 3 clusters Score -1567941 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1568352.625000 Penalty: 3188.018311
	Iteration 2F: 3 clusters Score -1568353 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1568722.250000 Penalty: 3188.018311
	Iteration 3F: 3 clusters Score -1568722 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1569075.875000 Penalty: 3188.018311
	Iteration 4Q: 3 clusters Score -1569076 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1569443.375000 Penalty: 3188.018311
	Iteration 5Q: 3 clusters Score -1569443 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1569845.375000 Penalty: 3188.018311
	Iteration 6Q: 3 clusters Score -1569845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1570318.375000 Penalty: 3188.018311
	Iteration 7Q: 3 clusters Score -1570318 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1570893.125000 Penalty: 3188.018311
	Iteration 8Q: 3 clusters Score -1570893 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1571567.125000 Penalty: 3188.018311
	Iteration 9F: 3 clusters Score -1571567 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1572342.250000 Penalty: 3188.018311
	Iteration 10F: 3 clusters Score -1572342 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1573073.750000 Penalty: 3188.018311
	Iteration 11F: 3 clusters Score -1573074 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1573640.250000 Penalty: 3188.018311
	Iteration 12Q: 3 clusters Score -1573640 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1574026.500000 Penalty: 3188.018311
	Iteration 13Q: 3 clusters Score -1574026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1574286.375000 Penalty: 3188.018311
	Iteration 14Q: 3 clusters Score -1574286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1574435.000000 Penalty: 3188.018311
	Iteration 15Q: 3 clusters Score -1574435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1574520.125000 Penalty: 3188.018311
	Iteration 16Q: 3 clusters Score -1574520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1574568.750000 Penalty: 3188.018311
	Iteration 17Q: 3 clusters Score -1574569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1574609.875000 Penalty: 3188.018311
	Iteration 18Q: 3 clusters Score -1574610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1574635.625000 Penalty: 3188.018311
	Iteration 19Q: 3 clusters Score -1574636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1574643.500000 Penalty: 3188.018311
	Iteration 20F: 3 clusters Score -1574644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1574650.875000 Penalty: 3188.018311
	Iteration 21Q: 3 clusters Score -1574651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1574658.250000 Penalty: 3188.018311
	Iteration 22Q: 3 clusters Score -1574658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1574661.875000 Penalty: 3188.018311
	Iteration 23Q: 3 clusters Score -1574662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1574663.625000 Penalty: 3188.018311
	Iteration 24Q: 3 clusters Score -1574664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1574664.125000 Penalty: 3188.018311
	Iteration 25Q: 3 clusters Score -1574664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1574666.250000 Penalty: 3188.018311
	Iteration 26Q: 3 clusters Score -1574666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1574666.250000 Penalty: 3188.018311
	Iteration 27F: 3 clusters Score -1574666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Entering Unmasked Estep 
Score: -1853945.375000 Penalty: 1636.116455
	Iteration 0F: 2 clusters Score -1853945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1837946.750000 Penalty: 3272.232910
	Iteration 0F: 3 clusters Score -1837947 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1844135.000000 Penalty: 3272.232910
	Iteration 1F: 3 clusters Score -1844135 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1844811.625000 Penalty: 3272.232910
	Iteration 2F: 3 clusters Score -1844812 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1845548.000000 Penalty: 3272.232910
	Iteration 3F: 3 clusters Score -1845548 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1846333.000000 Penalty: 3272.232910
	Iteration 4F: 3 clusters Score -1846333 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1847108.250000 Penalty: 3272.232910
	Iteration 5F: 3 clusters Score -1847108 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1847826.375000 Penalty: 3272.232910
	Iteration 6F: 3 clusters Score -1847826 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1848500.375000 Penalty: 3272.232910
	Iteration 7F: 3 clusters Score -1848500 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1848975.625000 Penalty: 3272.232910
	Iteration 8Q: 3 clusters Score -1848976 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1849259.500000 Penalty: 3272.232910
	Iteration 9Q: 3 clusters Score -1849260 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1849430.750000 Penalty: 3272.232910
	Iteration 10Q: 3 clusters Score -1849431 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1849527.375000 Penalty: 3272.232910
	Iteration 11Q: 3 clusters Score -1849527 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1849578.875000 Penalty: 3272.232910
	Iteration 12Q: 3 clusters Score -1849579 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1849632.000000 Penalty: 3272.232910
	Iteration 13Q: 3 clusters Score -1849632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1849666.875000 Penalty: 3272.232910
	Iteration 14Q: 3 clusters Score -1849667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1849705.625000 Penalty: 3272.232910
	Iteration 15Q: 3 clusters Score -1849706 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1849744.500000 Penalty: 3272.232910
	Iteration 16Q: 3 clusters Score -1849744 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1849785.750000 Penalty: 3272.232910
	Iteration 17Q: 3 clusters Score -1849786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1849825.625000 Penalty: 3272.232910
	Iteration 18Q: 3 clusters Score -1849826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1849864.750000 Penalty: 3272.232910
	Iteration 19Q: 3 clusters Score -1849865 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1849907.750000 Penalty: 3272.232910
	Iteration 20F: 3 clusters Score -1849908 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1849943.375000 Penalty: 3272.232910
	Iteration 21Q: 3 clusters Score -1849943 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1849976.375000 Penalty: 3272.232910
	Iteration 22Q: 3 clusters Score -1849976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1850019.875000 Penalty: 3272.232910
	Iteration 23Q: 3 clusters Score -1850020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1850078.875000 Penalty: 3272.232910
	Iteration 24Q: 3 clusters Score -1850079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1850118.250000 Penalty: 3272.232910
	Iteration 25Q: 3 clusters Score -1850118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1850175.000000 Penalty: 3272.232910
	Iteration 26Q: 3 clusters Score -1850175 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1850237.125000 Penalty: 3272.232910
	Iteration 27Q: 3 clusters Score -1850237 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1850292.125000 Penalty: 3272.232910
	Iteration 28Q: 3 clusters Score -1850292 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1850359.125000 Penalty: 3272.232910
	Iteration 29Q: 3 clusters Score -1850359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1850428.375000 Penalty: 3272.232910
	Iteration 30Q: 3 clusters Score -1850428 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1850520.250000 Penalty: 3272.232910
	Iteration 31Q: 3 clusters Score -1850520 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1850635.500000 Penalty: 3272.232910
	Iteration 32Q: 3 clusters Score -1850636 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1850746.625000 Penalty: 3272.232910
	Iteration 33Q: 3 clusters Score -1850747 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1850862.375000 Penalty: 3272.232910
	Iteration 34Q: 3 clusters Score -1850862 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1850964.750000 Penalty: 3272.232910
	Iteration 35Q: 3 clusters Score -1850965 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1851079.875000 Penalty: 3272.232910
	Iteration 36Q: 3 clusters Score -1851080 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1851191.250000 Penalty: 3272.232910
	Iteration 37Q: 3 clusters Score -1851191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1851304.000000 Penalty: 3272.232910
	Iteration 38Q: 3 clusters Score -1851304 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1851420.750000 Penalty: 3272.232910
	Iteration 39Q: 3 clusters Score -1851421 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1851520.125000 Penalty: 3272.232910
	Iteration 40F: 3 clusters Score -1851520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1851618.125000 Penalty: 3272.232910
	Iteration 41Q: 3 clusters Score -1851618 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1851714.500000 Penalty: 3272.232910
	Iteration 42Q: 3 clusters Score -1851714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1851795.250000 Penalty: 3272.232910
	Iteration 43Q: 3 clusters Score -1851795 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1851883.375000 Penalty: 3272.232910
	Iteration 44Q: 3 clusters Score -1851883 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1851968.500000 Penalty: 3272.232910
	Iteration 45Q: 3 clusters Score -1851968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1852025.125000 Penalty: 3272.232910
	Iteration 46Q: 3 clusters Score -1852025 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1852099.000000 Penalty: 3272.232910
	Iteration 47Q: 3 clusters Score -1852099 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1852151.750000 Penalty: 3272.232910
	Iteration 48Q: 3 clusters Score -1852152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1852195.500000 Penalty: 3272.232910
	Iteration 49Q: 3 clusters Score -1852196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1852230.375000 Penalty: 3272.232910
	Iteration 50Q: 3 clusters Score -1852230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1852266.875000 Penalty: 3272.232910
	Iteration 51Q: 3 clusters Score -1852267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1852302.875000 Penalty: 3272.232910
	Iteration 52Q: 3 clusters Score -1852303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1852343.750000 Penalty: 3272.232910
	Iteration 53Q: 3 clusters Score -1852344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1852377.750000 Penalty: 3272.232910
	Iteration 54Q: 3 clusters Score -1852378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1852401.625000 Penalty: 3272.232910
	Iteration 55Q: 3 clusters Score -1852402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1852431.500000 Penalty: 3272.232910
	Iteration 56Q: 3 clusters Score -1852432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1852470.375000 Penalty: 3272.232910
	Iteration 57Q: 3 clusters Score -1852470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1852495.000000 Penalty: 3272.232910
	Iteration 58Q: 3 clusters Score -1852495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1852512.125000 Penalty: 3272.232910
	Iteration 59Q: 3 clusters Score -1852512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1852533.375000 Penalty: 3272.232910
	Iteration 60F: 3 clusters Score -1852533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1852551.250000 Penalty: 3272.232910
	Iteration 61Q: 3 clusters Score -1852551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1852568.125000 Penalty: 3272.232910
	Iteration 62Q: 3 clusters Score -1852568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1852579.500000 Penalty: 3272.232910
	Iteration 63Q: 3 clusters Score -1852580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1852599.750000 Penalty: 3272.232910
	Iteration 64Q: 3 clusters Score -1852600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1852608.250000 Penalty: 3272.232910
	Iteration 65Q: 3 clusters Score -1852608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1852612.750000 Penalty: 3272.232910
	Iteration 66Q: 3 clusters Score -1852613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1852626.375000 Penalty: 3272.232910
	Iteration 67Q: 3 clusters Score -1852626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1852633.625000 Penalty: 3272.232910
	Iteration 68Q: 3 clusters Score -1852634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1852646.375000 Penalty: 3272.232910
	Iteration 69Q: 3 clusters Score -1852646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1852665.125000 Penalty: 3272.232910
	Iteration 70Q: 3 clusters Score -1852665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1852676.375000 Penalty: 3272.232910
	Iteration 71Q: 3 clusters Score -1852676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1852689.125000 Penalty: 3272.232910
	Iteration 72Q: 3 clusters Score -1852689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1852700.625000 Penalty: 3272.232910
	Iteration 73Q: 3 clusters Score -1852701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1852709.375000 Penalty: 3272.232910
	Iteration 74Q: 3 clusters Score -1852709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1852722.750000 Penalty: 3272.232910
	Iteration 75Q: 3 clusters Score -1852723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1852726.625000 Penalty: 3272.232910
	Iteration 76Q: 3 clusters Score -1852727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1852736.000000 Penalty: 3272.232910
	Iteration 77Q: 3 clusters Score -1852736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1852742.500000 Penalty: 3272.232910
	Iteration 78Q: 3 clusters Score -1852742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1852751.250000 Penalty: 3272.232910
	Iteration 79Q: 3 clusters Score -1852751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1852754.000000 Penalty: 3272.232910
	Iteration 80F: 3 clusters Score -1852754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1852755.125000 Penalty: 3272.232910
	Iteration 81Q: 3 clusters Score -1852755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1852756.625000 Penalty: 3272.232910
	Iteration 82Q: 3 clusters Score -1852757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1852755.500000 Penalty: 3272.232910
	Iteration 83Q: 3 clusters Score -1852756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1852758.750000 Penalty: 3272.232910
	Iteration 84Q: 3 clusters Score -1852759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1852759.125000 Penalty: 3272.232910
	Iteration 85Q: 3 clusters Score -1852759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1852759.125000 Penalty: 3272.232910
	Iteration 86F: 3 clusters Score -1852759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Entering Unmasked Estep 
Score: -15782828.000000 Penalty: 1960.256104
	Iteration 0F: 2 clusters Score -1.578283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -15666357.000000 Penalty: 3920.512207
	Iteration 0F: 3 clusters Score -1.566636e+07 nChanged 83983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -15715746.000000 Penalty: 3920.512207
	Iteration 1F: 3 clusters Score -1.571575e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -15716836.000000 Penalty: 3920.512207
	Iteration 2Q: 3 clusters Score -1.571684e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -15718490.000000 Penalty: 3920.512207
	Iteration 3Q: 3 clusters Score -1.571849e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -15721689.000000 Penalty: 3920.512207
	Iteration 4Q: 3 clusters Score -1.572169e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117644 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -15728340.000000 Penalty: 3920.512207
	Iteration 5F: 3 clusters Score -1.572834e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -15740676.000000 Penalty: 3920.512207
	Iteration 6F: 3 clusters Score -1.574068e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -15757399.000000 Penalty: 3920.512207
	Iteration 7F: 3 clusters Score -1.57574e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -15771838.000000 Penalty: 3920.512207
	Iteration 8F: 3 clusters Score -1.577184e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -15778382.000000 Penalty: 3920.512207
	Iteration 9Q: 3 clusters Score -1.577838e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15780238.000000 Penalty: 3920.512207
	Iteration 10Q: 3 clusters Score -1.578024e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15780767.000000 Penalty: 3920.512207
	Iteration 11Q: 3 clusters Score -1.578077e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15780931.000000 Penalty: 3920.512207
	Iteration 12Q: 3 clusters Score -1.578093e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15781013.000000 Penalty: 3920.512207
	Iteration 13Q: 3 clusters Score -1.578101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15781075.000000 Penalty: 3920.512207
	Iteration 14Q: 3 clusters Score -1.578108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15781125.000000 Penalty: 3920.512207
	Iteration 15Q: 3 clusters Score -1.578112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173063 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15781119.000000 Penalty: 3920.512207
	Iteration 16Q: 3 clusters Score -1.578112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15781148.000000 Penalty: 3920.512207
	Iteration 17Q: 3 clusters Score -1.578115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15781153.000000 Penalty: 3920.512207
	Iteration 18Q: 3 clusters Score -1.578115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15781160.000000 Penalty: 3920.512207
	Iteration 19Q: 3 clusters Score -1.578116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15781167.000000 Penalty: 3920.512207
	Iteration 20F: 3 clusters Score -1.578117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15781173.000000 Penalty: 3920.512207
	Iteration 21Q: 3 clusters Score -1.578117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15781183.000000 Penalty: 3920.512207
	Iteration 22Q: 3 clusters Score -1.578118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15781179.000000 Penalty: 3920.512207
	Iteration 23Q: 3 clusters Score -1.578118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15781184.000000 Penalty: 3920.512207
	Iteration 24Q: 3 clusters Score -1.578118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15781184.000000 Penalty: 3920.512207
	Iteration 25F: 3 clusters Score -1.578118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -470292.531250 Penalty: 1404.650269
	Iteration 0F: 2 clusters Score -470292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -465889.125000 Penalty: 2809.300537
	Iteration 0F: 3 clusters Score -465889.1 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -467284.281250 Penalty: 2809.300537
	Iteration 1F: 3 clusters Score -467284.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -467557.875000 Penalty: 2809.300537
	Iteration 2F: 3 clusters Score -467557.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -467791.281250 Penalty: 2809.300537
	Iteration 3F: 3 clusters Score -467791.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -468020.718750 Penalty: 2809.300537
	Iteration 4F: 3 clusters Score -468020.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -468323.343750 Penalty: 2809.300537
	Iteration 5F: 3 clusters Score -468323.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -468671.406250 Penalty: 2809.300537
	Iteration 6F: 3 clusters Score -468671.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -468994.531250 Penalty: 2809.300537
	Iteration 7F: 3 clusters Score -468994.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -469164.437500 Penalty: 2809.300537
	Iteration 8Q: 3 clusters Score -469164.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -469275.875000 Penalty: 2809.300537
	Iteration 9Q: 3 clusters Score -469275.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -469355.968750 Penalty: 2809.300537
	Iteration 10Q: 3 clusters Score -469356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -469405.562500 Penalty: 2809.300537
	Iteration 11Q: 3 clusters Score -469405.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -469442.343750 Penalty: 2809.300537
	Iteration 12Q: 3 clusters Score -469442.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -469467.187500 Penalty: 2809.300537
	Iteration 13Q: 3 clusters Score -469467.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -469491.656250 Penalty: 2809.300537
	Iteration 14Q: 3 clusters Score -469491.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -469512.750000 Penalty: 2809.300537
	Iteration 15Q: 3 clusters Score -469512.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -469532.125000 Penalty: 2809.300537
	Iteration 16Q: 3 clusters Score -469532.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -469552.781250 Penalty: 2809.300537
	Iteration 17Q: 3 clusters Score -469552.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -469565.718750 Penalty: 2809.300537
	Iteration 18Q: 3 clusters Score -469565.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -469576.812500 Penalty: 2809.300537
	Iteration 19Q: 3 clusters Score -469576.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -469590.062500 Penalty: 2809.300537
	Iteration 20F: 3 clusters Score -469590.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -469602.000000 Penalty: 2809.300537
	Iteration 21Q: 3 clusters Score -469602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -469615.156250 Penalty: 2809.300537
	Iteration 22Q: 3 clusters Score -469615.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -469631.500000 Penalty: 2809.300537
	Iteration 23Q: 3 clusters Score -469631.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -469645.250000 Penalty: 2809.300537
	Iteration 24Q: 3 clusters Score -469645.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -469661.187500 Penalty: 2809.300537
	Iteration 25Q: 3 clusters Score -469661.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -469679.000000 Penalty: 2809.300537
	Iteration 26Q: 3 clusters Score -469679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -469698.468750 Penalty: 2809.300537
	Iteration 27Q: 3 clusters Score -469698.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -469720.125000 Penalty: 2809.300537
	Iteration 28Q: 3 clusters Score -469720.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -469740.968750 Penalty: 2809.300537
	Iteration 29Q: 3 clusters Score -469741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -469754.281250 Penalty: 2809.300537
	Iteration 30Q: 3 clusters Score -469754.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -469761.656250 Penalty: 2809.300537
	Iteration 31Q: 3 clusters Score -469761.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -469771.625000 Penalty: 2809.300537
	Iteration 32Q: 3 clusters Score -469771.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -469780.875000 Penalty: 2809.300537
	Iteration 33Q: 3 clusters Score -469780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -469788.125000 Penalty: 2809.300537
	Iteration 34Q: 3 clusters Score -469788.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -469796.031250 Penalty: 2809.300537
	Iteration 35Q: 3 clusters Score -469796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -469805.625000 Penalty: 2809.300537
	Iteration 36Q: 3 clusters Score -469805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -469812.281250 Penalty: 2809.300537
	Iteration 37Q: 3 clusters Score -469812.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -469821.562500 Penalty: 2809.300537
	Iteration 38Q: 3 clusters Score -469821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -469830.375000 Penalty: 2809.300537
	Iteration 39Q: 3 clusters Score -469830.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -469836.750000 Penalty: 2809.300537
	Iteration 40F: 3 clusters Score -469836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -469842.031250 Penalty: 2809.300537
	Iteration 41Q: 3 clusters Score -469842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -469843.500000 Penalty: 2809.300537
	Iteration 42Q: 3 clusters Score -469843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -469846.125000 Penalty: 2809.300537
	Iteration 43Q: 3 clusters Score -469846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -469847.656250 Penalty: 2809.300537
	Iteration 44Q: 3 clusters Score -469847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -469847.500000 Penalty: 2809.300537
	Iteration 45Q: 3 clusters Score -469847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -469847.750000 Penalty: 2809.300537
	Iteration 46Q: 3 clusters Score -469847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -469849.062500 Penalty: 2809.300537
	Iteration 47Q: 3 clusters Score -469849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -469849.625000 Penalty: 2809.300537
	Iteration 48Q: 3 clusters Score -469849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -469849.625000 Penalty: 2809.300537
	Iteration 49F: 3 clusters Score -469849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Entering Unmasked Estep 
Score: -9138250.000000 Penalty: 1874.012573
	Iteration 0F: 2 clusters Score -9138250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -9070235.000000 Penalty: 3748.025146
	Iteration 0F: 3 clusters Score -9070235 nChanged 48530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -9098268.000000 Penalty: 3748.025146
	Iteration 1F: 3 clusters Score -9098268 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -9098841.000000 Penalty: 3748.025146
	Iteration 2Q: 3 clusters Score -9098841 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -9099688.000000 Penalty: 3748.025146
	Iteration 3Q: 3 clusters Score -9099688 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -9100792.000000 Penalty: 3748.025146
	Iteration 4Q: 3 clusters Score -9100792 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -9102783.000000 Penalty: 3748.025146
	Iteration 5Q: 3 clusters Score -9102783 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -9106144.000000 Penalty: 3748.025146
	Iteration 6F: 3 clusters Score -9106144 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -9111354.000000 Penalty: 3748.025146
	Iteration 7F: 3 clusters Score -9111354 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -9118038.000000 Penalty: 3748.025146
	Iteration 8F: 3 clusters Score -9118038 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -9124830.000000 Penalty: 3748.025146
	Iteration 9F: 3 clusters Score -9124830 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -9129959.000000 Penalty: 3748.025146
	Iteration 10F: 3 clusters Score -9129959 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -9132986.000000 Penalty: 3748.025146
	Iteration 11Q: 3 clusters Score -9132986 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -9134611.000000 Penalty: 3748.025146
	Iteration 12Q: 3 clusters Score -9134611 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -9135501.000000 Penalty: 3748.025146
	Iteration 13Q: 3 clusters Score -9135501 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -9135971.000000 Penalty: 3748.025146
	Iteration 14Q: 3 clusters Score -9135971 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -9136274.000000 Penalty: 3748.025146
	Iteration 15Q: 3 clusters Score -9136274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -9136418.000000 Penalty: 3748.025146
	Iteration 16Q: 3 clusters Score -9136418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -9136518.000000 Penalty: 3748.025146
	Iteration 17Q: 3 clusters Score -9136518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -9136548.000000 Penalty: 3748.025146
	Iteration 18Q: 3 clusters Score -9136548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -9136576.000000 Penalty: 3748.025146
	Iteration 19Q: 3 clusters Score -9136576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -9136604.000000 Penalty: 3748.025146
	Iteration 20F: 3 clusters Score -9136604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -9136620.000000 Penalty: 3748.025146
	Iteration 21Q: 3 clusters Score -9136620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -9136637.000000 Penalty: 3748.025146
	Iteration 22Q: 3 clusters Score -9136637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -9136648.000000 Penalty: 3748.025146
	Iteration 23Q: 3 clusters Score -9136648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -9136643.000000 Penalty: 3748.025146
	Iteration 24Q: 3 clusters Score -9136643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -9136653.000000 Penalty: 3748.025146
	Iteration 25Q: 3 clusters Score -9136653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -9136663.000000 Penalty: 3748.025146
	Iteration 26Q: 3 clusters Score -9136663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -9136688.000000 Penalty: 3748.025146
	Iteration 27Q: 3 clusters Score -9136688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -9136695.000000 Penalty: 3748.025146
	Iteration 28Q: 3 clusters Score -9136695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -9136713.000000 Penalty: 3748.025146
	Iteration 29Q: 3 clusters Score -9136713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -9136721.000000 Penalty: 3748.025146
	Iteration 30Q: 3 clusters Score -9136721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -9136722.000000 Penalty: 3748.025146
	Iteration 31Q: 3 clusters Score -9136722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -9136726.000000 Penalty: 3748.025146
	Iteration 32Q: 3 clusters Score -9136726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -9136726.000000 Penalty: 3748.025146
	Iteration 33Q: 3 clusters Score -9136726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -9136728.000000 Penalty: 3748.025146
	Iteration 34Q: 3 clusters Score -9136728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -9136728.000000 Penalty: 3748.025146
	Iteration 35F: 3 clusters Score -9136728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Entering Unmasked Estep 
Score: -2631826.000000 Penalty: 1675.296753
	Iteration 0F: 2 clusters Score -2631826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2611478.000000 Penalty: 3350.593506
	Iteration 0F: 3 clusters Score -2611478 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2619039.500000 Penalty: 3350.593506
	Iteration 1F: 3 clusters Score -2619040 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2619433.250000 Penalty: 3350.593506
	Iteration 2Q: 3 clusters Score -2619433 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2619836.750000 Penalty: 3350.593506
	Iteration 3Q: 3 clusters Score -2619837 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2620301.000000 Penalty: 3350.593506
	Iteration 4Q: 3 clusters Score -2620301 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2620965.500000 Penalty: 3350.593506
	Iteration 5Q: 3 clusters Score -2620966 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2622042.500000 Penalty: 3350.593506
	Iteration 6F: 3 clusters Score -2622042 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2623704.250000 Penalty: 3350.593506
	Iteration 7F: 3 clusters Score -2623704 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2625856.250000 Penalty: 3350.593506
	Iteration 8F: 3 clusters Score -2625856 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2627960.000000 Penalty: 3350.593506
	Iteration 9F: 3 clusters Score -2627960 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2629300.000000 Penalty: 3350.593506
	Iteration 10Q: 3 clusters Score -2629300 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2629910.500000 Penalty: 3350.593506
	Iteration 11Q: 3 clusters Score -2629910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2630135.750000 Penalty: 3350.593506
	Iteration 12Q: 3 clusters Score -2630136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2630218.000000 Penalty: 3350.593506
	Iteration 13Q: 3 clusters Score -2630218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2630267.250000 Penalty: 3350.593506
	Iteration 14Q: 3 clusters Score -2630267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2630295.750000 Penalty: 3350.593506
	Iteration 15Q: 3 clusters Score -2630296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2630303.250000 Penalty: 3350.593506
	Iteration 16Q: 3 clusters Score -2630303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2630312.000000 Penalty: 3350.593506
	Iteration 17Q: 3 clusters Score -2630312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2630326.000000 Penalty: 3350.593506
	Iteration 18Q: 3 clusters Score -2630326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2630329.500000 Penalty: 3350.593506
	Iteration 19Q: 3 clusters Score -2630330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2630331.500000 Penalty: 3350.593506
	Iteration 20F: 3 clusters Score -2630332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -1363125.250000 Penalty: 1566.897705
	Iteration 0F: 2 clusters Score -1363125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1352553.750000 Penalty: 3133.795410
	Iteration 0F: 3 clusters Score -1352554 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1356518.750000 Penalty: 3133.795410
	Iteration 1F: 3 clusters Score -1356519 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1357132.125000 Penalty: 3133.795410
	Iteration 2F: 3 clusters Score -1357132 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1357918.750000 Penalty: 3133.795410
	Iteration 3F: 3 clusters Score -1357919 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1358877.875000 Penalty: 3133.795410
	Iteration 4F: 3 clusters Score -1358878 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1359826.750000 Penalty: 3133.795410
	Iteration 5F: 3 clusters Score -1359827 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1360631.000000 Penalty: 3133.795410
	Iteration 6F: 3 clusters Score -1360631 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1361192.375000 Penalty: 3133.795410
	Iteration 7F: 3 clusters Score -1361192 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1361577.125000 Penalty: 3133.795410
	Iteration 8Q: 3 clusters Score -1361577 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1361852.250000 Penalty: 3133.795410
	Iteration 9Q: 3 clusters Score -1361852 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1362038.625000 Penalty: 3133.795410
	Iteration 10Q: 3 clusters Score -1362039 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1362164.625000 Penalty: 3133.795410
	Iteration 11Q: 3 clusters Score -1362165 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1362242.625000 Penalty: 3133.795410
	Iteration 12Q: 3 clusters Score -1362243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1362301.750000 Penalty: 3133.795410
	Iteration 13Q: 3 clusters Score -1362302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1362344.875000 Penalty: 3133.795410
	Iteration 14Q: 3 clusters Score -1362345 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1362379.750000 Penalty: 3133.795410
	Iteration 15Q: 3 clusters Score -1362380 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1362420.625000 Penalty: 3133.795410
	Iteration 16Q: 3 clusters Score -1362421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1362460.000000 Penalty: 3133.795410
	Iteration 17Q: 3 clusters Score -1362460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1362489.500000 Penalty: 3133.795410
	Iteration 18Q: 3 clusters Score -1362490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1362529.000000 Penalty: 3133.795410
	Iteration 19Q: 3 clusters Score -1362529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1362565.500000 Penalty: 3133.795410
	Iteration 20F: 3 clusters Score -1362566 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1362602.875000 Penalty: 3133.795410
	Iteration 21Q: 3 clusters Score -1362603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1362621.625000 Penalty: 3133.795410
	Iteration 22Q: 3 clusters Score -1362622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1362646.250000 Penalty: 3133.795410
	Iteration 23Q: 3 clusters Score -1362646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1362668.750000 Penalty: 3133.795410
	Iteration 24Q: 3 clusters Score -1362669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1362677.000000 Penalty: 3133.795410
	Iteration 25Q: 3 clusters Score -1362677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1362691.750000 Penalty: 3133.795410
	Iteration 26Q: 3 clusters Score -1362692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1362713.500000 Penalty: 3133.795410
	Iteration 27Q: 3 clusters Score -1362714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1362719.125000 Penalty: 3133.795410
	Iteration 28Q: 3 clusters Score -1362719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1362736.375000 Penalty: 3133.795410
	Iteration 29Q: 3 clusters Score -1362736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1362738.625000 Penalty: 3133.795410
	Iteration 30Q: 3 clusters Score -1362739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1362747.875000 Penalty: 3133.795410
	Iteration 31Q: 3 clusters Score -1362748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1362752.000000 Penalty: 3133.795410
	Iteration 32Q: 3 clusters Score -1362752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1362758.500000 Penalty: 3133.795410
	Iteration 33Q: 3 clusters Score -1362758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1362763.125000 Penalty: 3133.795410
	Iteration 34Q: 3 clusters Score -1362763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1362768.500000 Penalty: 3133.795410
	Iteration 35Q: 3 clusters Score -1362768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1362777.000000 Penalty: 3133.795410
	Iteration 36Q: 3 clusters Score -1362777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1362784.625000 Penalty: 3133.795410
	Iteration 37Q: 3 clusters Score -1362785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1362796.500000 Penalty: 3133.795410
	Iteration 38Q: 3 clusters Score -1362796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1362798.500000 Penalty: 3133.795410
	Iteration 39Q: 3 clusters Score -1362798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1362806.500000 Penalty: 3133.795410
	Iteration 40F: 3 clusters Score -1362806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1362803.500000 Penalty: 3133.795410
	Iteration 41Q: 3 clusters Score -1362804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1362807.500000 Penalty: 3133.795410
	Iteration 42Q: 3 clusters Score -1362808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1362816.750000 Penalty: 3133.795410
	Iteration 43Q: 3 clusters Score -1362817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1362818.375000 Penalty: 3133.795410
	Iteration 44Q: 3 clusters Score -1362818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1362822.000000 Penalty: 3133.795410
	Iteration 45Q: 3 clusters Score -1362822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1362829.375000 Penalty: 3133.795410
	Iteration 46Q: 3 clusters Score -1362829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1362827.750000 Penalty: 3133.795410
	Iteration 47Q: 3 clusters Score -1362828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1362829.375000 Penalty: 3133.795410
	Iteration 48Q: 3 clusters Score -1362829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1362828.625000 Penalty: 3133.795410
	Iteration 49Q: 3 clusters Score -1362829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1362828.500000 Penalty: 3133.795410
	Iteration 50Q: 3 clusters Score -1362828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1362828.500000 Penalty: 3133.795410
	Iteration 51F: 3 clusters Score -1362828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Entering Unmasked Estep 
Score: -7267037.000000 Penalty: 1840.189575
	Iteration 0F: 2 clusters Score -7267037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7211580.500000 Penalty: 3680.379150
	Iteration 0F: 3 clusters Score -7211580 nChanged 39357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7234671.500000 Penalty: 3680.379150
	Iteration 1F: 3 clusters Score -7234672 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -7235577.000000 Penalty: 3680.379150
	Iteration 2Q: 3 clusters Score -7235577 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -7236998.000000 Penalty: 3680.379150
	Iteration 3Q: 3 clusters Score -7236998 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -7239248.500000 Penalty: 3680.379150
	Iteration 4F: 3 clusters Score -7239248 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -7242724.500000 Penalty: 3680.379150
	Iteration 5F: 3 clusters Score -7242724 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -7247645.000000 Penalty: 3680.379150
	Iteration 6F: 3 clusters Score -7247645 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -7253427.000000 Penalty: 3680.379150
	Iteration 7F: 3 clusters Score -7253427 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7258854.000000 Penalty: 3680.379150
	Iteration 8F: 3 clusters Score -7258854 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7262549.500000 Penalty: 3680.379150
	Iteration 9Q: 3 clusters Score -7262550 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7264405.500000 Penalty: 3680.379150
	Iteration 10Q: 3 clusters Score -7264406 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7265020.500000 Penalty: 3680.379150
	Iteration 11Q: 3 clusters Score -7265020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7265230.500000 Penalty: 3680.379150
	Iteration 12Q: 3 clusters Score -7265230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7265298.500000 Penalty: 3680.379150
	Iteration 13Q: 3 clusters Score -7265298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7265332.000000 Penalty: 3680.379150
	Iteration 14Q: 3 clusters Score -7265332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7265371.500000 Penalty: 3680.379150
	Iteration 15Q: 3 clusters Score -7265372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7265402.500000 Penalty: 3680.379150
	Iteration 16Q: 3 clusters Score -7265402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7265413.000000 Penalty: 3680.379150
	Iteration 17Q: 3 clusters Score -7265413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7265425.500000 Penalty: 3680.379150
	Iteration 18Q: 3 clusters Score -7265426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7265436.000000 Penalty: 3680.379150
	Iteration 19Q: 3 clusters Score -7265436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7265436.000000 Penalty: 3680.379150
	Iteration 20F: 3 clusters Score -7265436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -139134.921875 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -139134.9 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 1037 members 
Entering Unmasked Estep 
Score: -137072.484375 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -137072.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -137685.531250 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -137685.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -137994.781250 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -137994.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -138265.984375 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -138266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -138484.875000 Penalty: 2475.612061
	Iteration 4F: 3 clusters Score -138484.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -138627.796875 Penalty: 2475.612061
	Iteration 5F: 3 clusters Score -138627.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -138727.984375 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -138728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -138821.546875 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -138821.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -138912.140625 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -138912.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -138977.750000 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -138977.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -139021.156250 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -139021.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -139058.156250 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -139058.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -139095.531250 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -139095.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -139112.375000 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -139112.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -139128.843750 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -139128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -139138.265625 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -139138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -139151.500000 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -139151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -139163.406250 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -139163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -139171.531250 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -139171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -139179.750000 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -139179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -139184.203125 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -139184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -139189.000000 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -139189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -139190.812500 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -139190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -139193.171875 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -139193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -139196.000000 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -139196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -139196.421875 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -139196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -139197.531250 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -139197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -139198.234375 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -139198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -139198.234375 Penalty: 2475.612061
	Iteration 28F: 3 clusters Score -139198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78336 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 1564 members 
Entering Unmasked Estep 
Score: -76315776.000000 Penalty: 73493.570312
Splitting cluster 10 changes total score from -76316696.000000 to -76315776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (73955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Entering Unmasked Estep 
Score: -6618891.500000 Penalty: 1821.822021
	Iteration 0F: 2 clusters Score -6618892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -6569477.000000 Penalty: 3643.644043
	Iteration 0F: 3 clusters Score -6569477 nChanged 35064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -6589683.500000 Penalty: 3643.644043
	Iteration 1F: 3 clusters Score -6589684 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6590374.000000 Penalty: 3643.644043
	Iteration 2Q: 3 clusters Score -6590374 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6591309.500000 Penalty: 3643.644043
	Iteration 3Q: 3 clusters Score -6591310 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6592618.000000 Penalty: 3643.644043
	Iteration 4Q: 3 clusters Score -6592618 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6594290.500000 Penalty: 3643.644043
	Iteration 5F: 3 clusters Score -6594290 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6596567.000000 Penalty: 3643.644043
	Iteration 6F: 3 clusters Score -6596567 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6599328.000000 Penalty: 3643.644043
	Iteration 7F: 3 clusters Score -6599328 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -6602524.500000 Penalty: 3643.644043
	Iteration 8F: 3 clusters Score -6602524 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -6605739.000000 Penalty: 3643.644043
	Iteration 9F: 3 clusters Score -6605739 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -6608823.500000 Penalty: 3643.644043
	Iteration 10F: 3 clusters Score -6608824 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -6611391.500000 Penalty: 3643.644043
	Iteration 11Q: 3 clusters Score -6611392 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -6613596.500000 Penalty: 3643.644043
	Iteration 12Q: 3 clusters Score -6613596 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -6615330.500000 Penalty: 3643.644043
	Iteration 13Q: 3 clusters Score -6615330 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -6616544.500000 Penalty: 3643.644043
	Iteration 14Q: 3 clusters Score -6616544 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -6617164.500000 Penalty: 3643.644043
	Iteration 15Q: 3 clusters Score -6617164 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -6617536.500000 Penalty: 3643.644043
	Iteration 16Q: 3 clusters Score -6617536 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -6617780.500000 Penalty: 3643.644043
	Iteration 17Q: 3 clusters Score -6617780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -6617874.500000 Penalty: 3643.644043
	Iteration 18Q: 3 clusters Score -6617874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -6617931.500000 Penalty: 3643.644043
	Iteration 19Q: 3 clusters Score -6617932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -6617955.000000 Penalty: 3643.644043
	Iteration 20F: 3 clusters Score -6617955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -6617951.000000 Penalty: 3643.644043
	Iteration 21Q: 3 clusters Score -6617951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -6617961.000000 Penalty: 3643.644043
	Iteration 22Q: 3 clusters Score -6617961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -6617964.000000 Penalty: 3643.644043
	Iteration 23Q: 3 clusters Score -6617964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -6617972.000000 Penalty: 3643.644043
	Iteration 24Q: 3 clusters Score -6617972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -6617970.000000 Penalty: 3643.644043
	Iteration 25Q: 3 clusters Score -6617970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -6617971.500000 Penalty: 3643.644043
	Iteration 26Q: 3 clusters Score -6617972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -6617974.000000 Penalty: 3643.644043
	Iteration 27Q: 3 clusters Score -6617974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -6617977.000000 Penalty: 3643.644043
	Iteration 28Q: 3 clusters Score -6617977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -6617983.000000 Penalty: 3643.644043
	Iteration 29Q: 3 clusters Score -6617983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -6617979.000000 Penalty: 3643.644043
	Iteration 30Q: 3 clusters Score -6617979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -6617980.500000 Penalty: 3643.644043
	Iteration 31Q: 3 clusters Score -6617980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -6617983.000000 Penalty: 3643.644043
	Iteration 32Q: 3 clusters Score -6617983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -6617986.500000 Penalty: 3643.644043
	Iteration 33Q: 3 clusters Score -6617986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -6617986.500000 Penalty: 3643.644043
	Iteration 34F: 3 clusters Score -6617986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Entering Unmasked Estep 
Score: -641502.375000 Penalty: 1442.302368
	Iteration 0F: 2 clusters Score -641502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -636168.000000 Penalty: 2884.604736
	Iteration 0F: 3 clusters Score -636168 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -637779.687500 Penalty: 2884.604736
	Iteration 1F: 3 clusters Score -637779.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -638003.125000 Penalty: 2884.604736
	Iteration 2F: 3 clusters Score -638003.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -638211.562500 Penalty: 2884.604736
	Iteration 3F: 3 clusters Score -638211.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -638407.875000 Penalty: 2884.604736
	Iteration 4Q: 3 clusters Score -638407.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -638645.562500 Penalty: 2884.604736
	Iteration 5Q: 3 clusters Score -638645.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -638881.062500 Penalty: 2884.604736
	Iteration 6Q: 3 clusters Score -638881.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -639105.000000 Penalty: 2884.604736
	Iteration 7Q: 3 clusters Score -639105 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -639325.937500 Penalty: 2884.604736
	Iteration 8Q: 3 clusters Score -639325.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -639519.250000 Penalty: 2884.604736
	Iteration 9Q: 3 clusters Score -639519.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -639679.562500 Penalty: 2884.604736
	Iteration 10Q: 3 clusters Score -639679.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -639805.437500 Penalty: 2884.604736
	Iteration 11Q: 3 clusters Score -639805.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -639920.062500 Penalty: 2884.604736
	Iteration 12Q: 3 clusters Score -639920.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -640021.000000 Penalty: 2884.604736
	Iteration 13Q: 3 clusters Score -640021 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -640110.875000 Penalty: 2884.604736
	Iteration 14Q: 3 clusters Score -640110.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -640163.625000 Penalty: 2884.604736
	Iteration 15Q: 3 clusters Score -640163.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -640200.500000 Penalty: 2884.604736
	Iteration 16Q: 3 clusters Score -640200.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -640227.687500 Penalty: 2884.604736
	Iteration 17Q: 3 clusters Score -640227.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -640250.250000 Penalty: 2884.604736
	Iteration 18Q: 3 clusters Score -640250.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -640267.750000 Penalty: 2884.604736
	Iteration 19Q: 3 clusters Score -640267.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -640277.312500 Penalty: 2884.604736
	Iteration 20F: 3 clusters Score -640277.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -640291.250000 Penalty: 2884.604736
	Iteration 21Q: 3 clusters Score -640291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -640305.750000 Penalty: 2884.604736
	Iteration 22Q: 3 clusters Score -640305.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -640319.875000 Penalty: 2884.604736
	Iteration 23Q: 3 clusters Score -640319.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -640334.500000 Penalty: 2884.604736
	Iteration 24Q: 3 clusters Score -640334.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -640347.312500 Penalty: 2884.604736
	Iteration 25Q: 3 clusters Score -640347.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -640357.187500 Penalty: 2884.604736
	Iteration 26Q: 3 clusters Score -640357.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -640367.312500 Penalty: 2884.604736
	Iteration 27Q: 3 clusters Score -640367.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -640377.312500 Penalty: 2884.604736
	Iteration 28Q: 3 clusters Score -640377.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -640381.750000 Penalty: 2884.604736
	Iteration 29Q: 3 clusters Score -640381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -640384.562500 Penalty: 2884.604736
	Iteration 30Q: 3 clusters Score -640384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -640390.437500 Penalty: 2884.604736
	Iteration 31Q: 3 clusters Score -640390.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -640395.562500 Penalty: 2884.604736
	Iteration 32Q: 3 clusters Score -640395.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -640399.000000 Penalty: 2884.604736
	Iteration 33Q: 3 clusters Score -640399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -640403.937500 Penalty: 2884.604736
	Iteration 34Q: 3 clusters Score -640403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -640409.937500 Penalty: 2884.604736
	Iteration 35Q: 3 clusters Score -640409.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -640414.437500 Penalty: 2884.604736
	Iteration 36Q: 3 clusters Score -640414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -640418.250000 Penalty: 2884.604736
	Iteration 37Q: 3 clusters Score -640418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -640420.875000 Penalty: 2884.604736
	Iteration 38Q: 3 clusters Score -640420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -640424.000000 Penalty: 2884.604736
	Iteration 39Q: 3 clusters Score -640424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -640427.937500 Penalty: 2884.604736
	Iteration 40F: 3 clusters Score -640427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -640427.937500 Penalty: 2884.604736
	Iteration 41Q: 3 clusters Score -640427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -640427.125000 Penalty: 2884.604736
	Iteration 42Q: 3 clusters Score -640427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -640430.625000 Penalty: 2884.604736
	Iteration 43Q: 3 clusters Score -640430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -640430.875000 Penalty: 2884.604736
	Iteration 44Q: 3 clusters Score -640430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -640433.187500 Penalty: 2884.604736
	Iteration 45Q: 3 clusters Score -640433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -640434.062500 Penalty: 2884.604736
	Iteration 46Q: 3 clusters Score -640434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -640435.875000 Penalty: 2884.604736
	Iteration 47Q: 3 clusters Score -640435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -640435.500000 Penalty: 2884.604736
	Iteration 48Q: 3 clusters Score -640435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -640438.875000 Penalty: 2884.604736
	Iteration 49Q: 3 clusters Score -640438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -640438.500000 Penalty: 2884.604736
	Iteration 50Q: 3 clusters Score -640438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -640439.062500 Penalty: 2884.604736
	Iteration 51Q: 3 clusters Score -640439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -640439.750000 Penalty: 2884.604736
	Iteration 52Q: 3 clusters Score -640439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -640440.312500 Penalty: 2884.604736
	Iteration 53Q: 3 clusters Score -640440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -640441.000000 Penalty: 2884.604736
	Iteration 54Q: 3 clusters Score -640441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -640440.875000 Penalty: 2884.604736
	Iteration 55Q: 3 clusters Score -640440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -640440.687500 Penalty: 2884.604736
	Iteration 56Q: 3 clusters Score -640440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -640440.687500 Penalty: 2884.604736
	Iteration 57F: 3 clusters Score -640440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Entering Unmasked Estep 
Score: -2408193.250000 Penalty: 1665.178833
	Iteration 0F: 2 clusters Score -2408193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2389217.000000 Penalty: 3330.357666
	Iteration 0F: 3 clusters Score -2389217 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2396340.750000 Penalty: 3330.357666
	Iteration 1F: 3 clusters Score -2396341 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2396714.000000 Penalty: 3330.357666
	Iteration 2Q: 3 clusters Score -2396714 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2397105.750000 Penalty: 3330.357666
	Iteration 3Q: 3 clusters Score -2397106 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2397567.750000 Penalty: 3330.357666
	Iteration 4Q: 3 clusters Score -2397568 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2398186.250000 Penalty: 3330.357666
	Iteration 5F: 3 clusters Score -2398186 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2398974.500000 Penalty: 3330.357666
	Iteration 6F: 3 clusters Score -2398974 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2399983.000000 Penalty: 3330.357666
	Iteration 7F: 3 clusters Score -2399983 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2401095.750000 Penalty: 3330.357666
	Iteration 8F: 3 clusters Score -2401096 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2402166.500000 Penalty: 3330.357666
	Iteration 9F: 3 clusters Score -2402166 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2403162.000000 Penalty: 3330.357666
	Iteration 10F: 3 clusters Score -2403162 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2404076.500000 Penalty: 3330.357666
	Iteration 11Q: 3 clusters Score -2404076 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2404936.500000 Penalty: 3330.357666
	Iteration 12Q: 3 clusters Score -2404936 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2405660.000000 Penalty: 3330.357666
	Iteration 13Q: 3 clusters Score -2405660 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2406111.250000 Penalty: 3330.357666
	Iteration 14Q: 3 clusters Score -2406111 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2406378.000000 Penalty: 3330.357666
	Iteration 15Q: 3 clusters Score -2406378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2406540.000000 Penalty: 3330.357666
	Iteration 16Q: 3 clusters Score -2406540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2406624.000000 Penalty: 3330.357666
	Iteration 17Q: 3 clusters Score -2406624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2406658.500000 Penalty: 3330.357666
	Iteration 18Q: 3 clusters Score -2406658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2406687.250000 Penalty: 3330.357666
	Iteration 19Q: 3 clusters Score -2406687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2406708.750000 Penalty: 3330.357666
	Iteration 20F: 3 clusters Score -2406709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2406713.000000 Penalty: 3330.357666
	Iteration 21Q: 3 clusters Score -2406713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2406722.250000 Penalty: 3330.357666
	Iteration 22Q: 3 clusters Score -2406722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2406730.250000 Penalty: 3330.357666
	Iteration 23Q: 3 clusters Score -2406730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2406736.000000 Penalty: 3330.357666
	Iteration 24Q: 3 clusters Score -2406736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2406743.500000 Penalty: 3330.357666
	Iteration 25Q: 3 clusters Score -2406744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2406746.750000 Penalty: 3330.357666
	Iteration 26Q: 3 clusters Score -2406747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2406745.250000 Penalty: 3330.357666
	Iteration 27Q: 3 clusters Score -2406745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2406748.250000 Penalty: 3330.357666
	Iteration 28Q: 3 clusters Score -2406748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2406748.250000 Penalty: 3330.357666
	Iteration 29F: 3 clusters Score -2406748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -522831.312500 Penalty: 1411.873779
	Iteration 0F: 2 clusters Score -522831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -518302.718750 Penalty: 2823.747559
	Iteration 0F: 3 clusters Score -518302.7 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -519698.656250 Penalty: 2823.747559
	Iteration 1F: 3 clusters Score -519698.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -520022.093750 Penalty: 2823.747559
	Iteration 2F: 3 clusters Score -520022.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -520295.718750 Penalty: 2823.747559
	Iteration 3F: 3 clusters Score -520295.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -520474.125000 Penalty: 2823.747559
	Iteration 4F: 3 clusters Score -520474.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -520622.593750 Penalty: 2823.747559
	Iteration 5Q: 3 clusters Score -520622.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -520760.812500 Penalty: 2823.747559
	Iteration 6Q: 3 clusters Score -520760.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -520893.125000 Penalty: 2823.747559
	Iteration 7Q: 3 clusters Score -520893.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -521008.000000 Penalty: 2823.747559
	Iteration 8Q: 3 clusters Score -521008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -521111.250000 Penalty: 2823.747559
	Iteration 9Q: 3 clusters Score -521111.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -521190.312500 Penalty: 2823.747559
	Iteration 10Q: 3 clusters Score -521190.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -521268.500000 Penalty: 2823.747559
	Iteration 11Q: 3 clusters Score -521268.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -521346.625000 Penalty: 2823.747559
	Iteration 12Q: 3 clusters Score -521346.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -521407.031250 Penalty: 2823.747559
	Iteration 13Q: 3 clusters Score -521407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -521464.968750 Penalty: 2823.747559
	Iteration 14Q: 3 clusters Score -521465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -521513.937500 Penalty: 2823.747559
	Iteration 15Q: 3 clusters Score -521513.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -521545.718750 Penalty: 2823.747559
	Iteration 16Q: 3 clusters Score -521545.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -521573.531250 Penalty: 2823.747559
	Iteration 17Q: 3 clusters Score -521573.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -521592.187500 Penalty: 2823.747559
	Iteration 18Q: 3 clusters Score -521592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -521606.000000 Penalty: 2823.747559
	Iteration 19Q: 3 clusters Score -521606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -521617.375000 Penalty: 2823.747559
	Iteration 20F: 3 clusters Score -521617.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -521626.093750 Penalty: 2823.747559
	Iteration 21Q: 3 clusters Score -521626.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -521635.031250 Penalty: 2823.747559
	Iteration 22Q: 3 clusters Score -521635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -521642.468750 Penalty: 2823.747559
	Iteration 23Q: 3 clusters Score -521642.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -521646.218750 Penalty: 2823.747559
	Iteration 24Q: 3 clusters Score -521646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -521652.062500 Penalty: 2823.747559
	Iteration 25Q: 3 clusters Score -521652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -521653.687500 Penalty: 2823.747559
	Iteration 26Q: 3 clusters Score -521653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -521657.156250 Penalty: 2823.747559
	Iteration 27Q: 3 clusters Score -521657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -521660.656250 Penalty: 2823.747559
	Iteration 28Q: 3 clusters Score -521660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -521666.187500 Penalty: 2823.747559
	Iteration 29Q: 3 clusters Score -521666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -521671.968750 Penalty: 2823.747559
	Iteration 30Q: 3 clusters Score -521672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -521677.343750 Penalty: 2823.747559
	Iteration 31Q: 3 clusters Score -521677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -521681.343750 Penalty: 2823.747559
	Iteration 32Q: 3 clusters Score -521681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -521683.031250 Penalty: 2823.747559
	Iteration 33Q: 3 clusters Score -521683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -521685.468750 Penalty: 2823.747559
	Iteration 34Q: 3 clusters Score -521685.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -521686.625000 Penalty: 2823.747559
	Iteration 35Q: 3 clusters Score -521686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -521688.156250 Penalty: 2823.747559
	Iteration 36Q: 3 clusters Score -521688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -521690.593750 Penalty: 2823.747559
	Iteration 37Q: 3 clusters Score -521690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -521692.375000 Penalty: 2823.747559
	Iteration 38Q: 3 clusters Score -521692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -521694.781250 Penalty: 2823.747559
	Iteration 39Q: 3 clusters Score -521694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -521694.875000 Penalty: 2823.747559
	Iteration 40F: 3 clusters Score -521694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -521695.718750 Penalty: 2823.747559
	Iteration 41Q: 3 clusters Score -521695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -521696.531250 Penalty: 2823.747559
	Iteration 42Q: 3 clusters Score -521696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -521696.187500 Penalty: 2823.747559
	Iteration 43Q: 3 clusters Score -521696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -521698.281250 Penalty: 2823.747559
	Iteration 44Q: 3 clusters Score -521698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -521698.656250 Penalty: 2823.747559
	Iteration 45Q: 3 clusters Score -521698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -521700.343750 Penalty: 2823.747559
	Iteration 46Q: 3 clusters Score -521700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -521700.343750 Penalty: 2823.747559
	Iteration 47F: 3 clusters Score -521700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -145952.984375 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -145953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -143967.578125 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -143967.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144695.328125 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -144695.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -145203.093750 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -145203.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -145596.578125 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -145596.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -145815.968750 Penalty: 2457.026123
	Iteration 4F: 3 clusters Score -145816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -145916.812500 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -145916.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145956.375000 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -145956.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -145978.687500 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -145978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -145988.843750 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -145988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145993.156250 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -145993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -145998.703125 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -145998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -146003.218750 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -146003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -146004.328125 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -146004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -146004.328125 Penalty: 2457.026123
	Iteration 13F: 3 clusters Score -146004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 78336 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 954 members 
Entering Unmasked Estep 
Score: -76315896.000000 Penalty: 73493.570312
Splitting cluster 15 changes total score from -76316696.000000 to -76315896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (11029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Entering Unmasked Estep 
Score: -920019.375000 Penalty: 1512.596069
	Iteration 0F: 2 clusters Score -920019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -912195.250000 Penalty: 3025.192139
	Iteration 0F: 3 clusters Score -912195.2 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -915024.312500 Penalty: 3025.192139
	Iteration 1F: 3 clusters Score -915024.3 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -915408.875000 Penalty: 3025.192139
	Iteration 2F: 3 clusters Score -915408.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -915730.625000 Penalty: 3025.192139
	Iteration 3F: 3 clusters Score -915730.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -916021.875000 Penalty: 3025.192139
	Iteration 4F: 3 clusters Score -916021.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -916305.750000 Penalty: 3025.192139
	Iteration 5Q: 3 clusters Score -916305.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -916584.250000 Penalty: 3025.192139
	Iteration 6Q: 3 clusters Score -916584.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -916873.562500 Penalty: 3025.192139
	Iteration 7Q: 3 clusters Score -916873.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -917177.125000 Penalty: 3025.192139
	Iteration 8Q: 3 clusters Score -917177.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -917494.062500 Penalty: 3025.192139
	Iteration 9Q: 3 clusters Score -917494.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -917770.750000 Penalty: 3025.192139
	Iteration 10Q: 3 clusters Score -917770.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -918022.437500 Penalty: 3025.192139
	Iteration 11Q: 3 clusters Score -918022.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -918242.937500 Penalty: 3025.192139
	Iteration 12Q: 3 clusters Score -918242.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -918412.937500 Penalty: 3025.192139
	Iteration 13Q: 3 clusters Score -918412.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -918527.062500 Penalty: 3025.192139
	Iteration 14Q: 3 clusters Score -918527.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -918606.562500 Penalty: 3025.192139
	Iteration 15Q: 3 clusters Score -918606.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -918671.687500 Penalty: 3025.192139
	Iteration 16Q: 3 clusters Score -918671.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -918748.500000 Penalty: 3025.192139
	Iteration 17Q: 3 clusters Score -918748.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -918812.687500 Penalty: 3025.192139
	Iteration 18Q: 3 clusters Score -918812.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -918850.250000 Penalty: 3025.192139
	Iteration 19Q: 3 clusters Score -918850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -918863.375000 Penalty: 3025.192139
	Iteration 20F: 3 clusters Score -918863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -918878.125000 Penalty: 3025.192139
	Iteration 21Q: 3 clusters Score -918878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -918888.125000 Penalty: 3025.192139
	Iteration 22Q: 3 clusters Score -918888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -918896.187500 Penalty: 3025.192139
	Iteration 23Q: 3 clusters Score -918896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -918900.687500 Penalty: 3025.192139
	Iteration 24Q: 3 clusters Score -918900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -918908.375000 Penalty: 3025.192139
	Iteration 25Q: 3 clusters Score -918908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -918913.437500 Penalty: 3025.192139
	Iteration 26Q: 3 clusters Score -918913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -918919.562500 Penalty: 3025.192139
	Iteration 27Q: 3 clusters Score -918919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -918926.750000 Penalty: 3025.192139
	Iteration 28Q: 3 clusters Score -918926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -918931.625000 Penalty: 3025.192139
	Iteration 29Q: 3 clusters Score -918931.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -918937.250000 Penalty: 3025.192139
	Iteration 30Q: 3 clusters Score -918937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -918940.000000 Penalty: 3025.192139
	Iteration 31Q: 3 clusters Score -918940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -918940.250000 Penalty: 3025.192139
	Iteration 32Q: 3 clusters Score -918940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -918942.000000 Penalty: 3025.192139
	Iteration 33Q: 3 clusters Score -918942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -918942.187500 Penalty: 3025.192139
	Iteration 34Q: 3 clusters Score -918942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -918942.187500 Penalty: 3025.192139
	Iteration 35F: 3 clusters Score -918942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -91454.718750 Penalty: 1174.140747
	Iteration 0F: 2 clusters Score -91454.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89761.757812 Penalty: 2348.281494
	Iteration 0F: 3 clusters Score -89761.76 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90190.085938 Penalty: 2348.281494
	Iteration 1F: 3 clusters Score -90190.09 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90392.929688 Penalty: 2348.281494
	Iteration 2F: 3 clusters Score -90392.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -90539.312500 Penalty: 2348.281494
	Iteration 3F: 3 clusters Score -90539.31 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90640.117188 Penalty: 2348.281494
	Iteration 4F: 3 clusters Score -90640.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90681.882812 Penalty: 2348.281494
	Iteration 5Q: 3 clusters Score -90681.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90726.664062 Penalty: 2348.281494
	Iteration 6Q: 3 clusters Score -90726.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90753.656250 Penalty: 2348.281494
	Iteration 7Q: 3 clusters Score -90753.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90770.226562 Penalty: 2348.281494
	Iteration 8Q: 3 clusters Score -90770.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -90784.359375 Penalty: 2348.281494
	Iteration 9Q: 3 clusters Score -90784.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -90796.179688 Penalty: 2348.281494
	Iteration 10Q: 3 clusters Score -90796.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90813.359375 Penalty: 2348.281494
	Iteration 11Q: 3 clusters Score -90813.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90824.875000 Penalty: 2348.281494
	Iteration 12Q: 3 clusters Score -90824.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90835.187500 Penalty: 2348.281494
	Iteration 13Q: 3 clusters Score -90835.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -90837.695312 Penalty: 2348.281494
	Iteration 14Q: 3 clusters Score -90837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -90839.734375 Penalty: 2348.281494
	Iteration 15Q: 3 clusters Score -90839.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -90839.976562 Penalty: 2348.281494
	Iteration 16Q: 3 clusters Score -90839.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -90840.507812 Penalty: 2348.281494
	Iteration 17Q: 3 clusters Score -90840.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -90841.750000 Penalty: 2348.281494
	Iteration 18Q: 3 clusters Score -90841.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -90843.335938 Penalty: 2348.281494
	Iteration 19Q: 3 clusters Score -90843.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90843.890625 Penalty: 2348.281494
	Iteration 20F: 3 clusters Score -90843.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Entering Unmasked Estep 
Score: -6800510.000000 Penalty: 1831.173950
	Iteration 0F: 2 clusters Score -6800510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -6747938.000000 Penalty: 3662.347900
	Iteration 0F: 3 clusters Score -6747938 nChanged 37432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -6769333.500000 Penalty: 3662.347900
	Iteration 1F: 3 clusters Score -6769334 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6770185.000000 Penalty: 3662.347900
	Iteration 2Q: 3 clusters Score -6770185 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -6771365.500000 Penalty: 3662.347900
	Iteration 3Q: 3 clusters Score -6771366 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6773098.000000 Penalty: 3662.347900
	Iteration 4Q: 3 clusters Score -6773098 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6775507.500000 Penalty: 3662.347900
	Iteration 5F: 3 clusters Score -6775508 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6778567.500000 Penalty: 3662.347900
	Iteration 6F: 3 clusters Score -6778568 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -6782147.500000 Penalty: 3662.347900
	Iteration 7F: 3 clusters Score -6782148 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -6786041.500000 Penalty: 3662.347900
	Iteration 8F: 3 clusters Score -6786042 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -6790072.000000 Penalty: 3662.347900
	Iteration 9F: 3 clusters Score -6790072 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -6793963.000000 Penalty: 3662.347900
	Iteration 10Q: 3 clusters Score -6793963 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -6797007.000000 Penalty: 3662.347900
	Iteration 11Q: 3 clusters Score -6797007 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -6798742.000000 Penalty: 3662.347900
	Iteration 12Q: 3 clusters Score -6798742 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -6799687.500000 Penalty: 3662.347900
	Iteration 13Q: 3 clusters Score -6799688 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -6800289.000000 Penalty: 3662.347900
	Iteration 14Q: 3 clusters Score -6800289 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -6800585.000000 Penalty: 3662.347900
	Iteration 15Q: 3 clusters Score -6800585 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -6800789.500000 Penalty: 3662.347900
	Iteration 16Q: 3 clusters Score -6800790 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -6800918.500000 Penalty: 3662.347900
	Iteration 17Q: 3 clusters Score -6800918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -6800980.500000 Penalty: 3662.347900
	Iteration 18Q: 3 clusters Score -6800980 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -6801032.500000 Penalty: 3662.347900
	Iteration 19Q: 3 clusters Score -6801032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -6801076.000000 Penalty: 3662.347900
	Iteration 20F: 3 clusters Score -6801076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -6801087.000000 Penalty: 3662.347900
	Iteration 21Q: 3 clusters Score -6801087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -6801094.500000 Penalty: 3662.347900
	Iteration 22Q: 3 clusters Score -6801094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -6801123.500000 Penalty: 3662.347900
	Iteration 23Q: 3 clusters Score -6801124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -6801136.000000 Penalty: 3662.347900
	Iteration 24Q: 3 clusters Score -6801136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -6801129.500000 Penalty: 3662.347900
	Iteration 25Q: 3 clusters Score -6801130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -6801129.500000 Penalty: 3662.347900
	Iteration 26Q: 3 clusters Score -6801130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -6801129.000000 Penalty: 3662.347900
	Iteration 27Q: 3 clusters Score -6801129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -6801141.000000 Penalty: 3662.347900
	Iteration 28Q: 3 clusters Score -6801141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -6801148.500000 Penalty: 3662.347900
	Iteration 29Q: 3 clusters Score -6801148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -6801141.000000 Penalty: 3662.347900
	Iteration 30Q: 3 clusters Score -6801141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -6801146.000000 Penalty: 3662.347900
	Iteration 31Q: 3 clusters Score -6801146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -6801148.000000 Penalty: 3662.347900
	Iteration 32Q: 3 clusters Score -6801148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -6801155.500000 Penalty: 3662.347900
	Iteration 33Q: 3 clusters Score -6801156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -6801164.000000 Penalty: 3662.347900
	Iteration 34Q: 3 clusters Score -6801164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -6801153.000000 Penalty: 3662.347900
	Iteration 35Q: 3 clusters Score -6801153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -6801154.500000 Penalty: 3662.347900
	Iteration 36Q: 3 clusters Score -6801154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -6801151.000000 Penalty: 3662.347900
	Iteration 37Q: 3 clusters Score -6801151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -6801161.000000 Penalty: 3662.347900
	Iteration 38Q: 3 clusters Score -6801161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -6801156.500000 Penalty: 3662.347900
	Iteration 39Q: 3 clusters Score -6801156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -6801158.500000 Penalty: 3662.347900
	Iteration 40F: 3 clusters Score -6801158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -6801155.500000 Penalty: 3662.347900
	Iteration 41Q: 3 clusters Score -6801156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -6801152.500000 Penalty: 3662.347900
	Iteration 42Q: 3 clusters Score -6801152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -6801147.500000 Penalty: 3662.347900
	Iteration 43Q: 3 clusters Score -6801148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -6801161.500000 Penalty: 3662.347900
	Iteration 44Q: 3 clusters Score -6801162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -6801163.000000 Penalty: 3662.347900
	Iteration 45Q: 3 clusters Score -6801163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -6801159.500000 Penalty: 3662.347900
	Iteration 46Q: 3 clusters Score -6801160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -6801162.500000 Penalty: 3662.347900
	Iteration 47Q: 3 clusters Score -6801162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -6801160.500000 Penalty: 3662.347900
	Iteration 48Q: 3 clusters Score -6801160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -6801156.000000 Penalty: 3662.347900
	Iteration 49Q: 3 clusters Score -6801156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -6801154.000000 Penalty: 3662.347900
	Iteration 50Q: 3 clusters Score -6801154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -6801148.000000 Penalty: 3662.347900
	Iteration 51Q: 3 clusters Score -6801148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -6801151.000000 Penalty: 3662.347900
	Iteration 52Q: 3 clusters Score -6801151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -6801151.000000 Penalty: 3662.347900
	Iteration 53F: 3 clusters Score -6801151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 74903 members 
Entering Unmasked Estep 
Score: -76317080.000000 Penalty: 73493.570312
Splitting cluster 18 changes total score from -76316696.000000 to -76317080.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (12039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Entering Unmasked Estep 
Score: -1036414.812500 Penalty: 1526.834839
	Iteration 0F: 2 clusters Score -1036415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1027933.000000 Penalty: 3053.669678
	Iteration 0F: 3 clusters Score -1027933 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1030791.187500 Penalty: 3053.669678
	Iteration 1F: 3 clusters Score -1030791 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1031266.437500 Penalty: 3053.669678
	Iteration 2F: 3 clusters Score -1031266 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1031872.437500 Penalty: 3053.669678
	Iteration 3F: 3 clusters Score -1031872 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1032469.187500 Penalty: 3053.669678
	Iteration 4F: 3 clusters Score -1032469 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1032999.062500 Penalty: 3053.669678
	Iteration 5F: 3 clusters Score -1032999 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1033442.562500 Penalty: 3053.669678
	Iteration 6F: 3 clusters Score -1033443 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1033728.187500 Penalty: 3053.669678
	Iteration 7Q: 3 clusters Score -1033728 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1033936.937500 Penalty: 3053.669678
	Iteration 8Q: 3 clusters Score -1033937 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1034078.687500 Penalty: 3053.669678
	Iteration 9Q: 3 clusters Score -1034079 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1034188.812500 Penalty: 3053.669678
	Iteration 10Q: 3 clusters Score -1034189 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1034273.250000 Penalty: 3053.669678
	Iteration 11Q: 3 clusters Score -1034273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1034370.937500 Penalty: 3053.669678
	Iteration 12Q: 3 clusters Score -1034371 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1034478.062500 Penalty: 3053.669678
	Iteration 13Q: 3 clusters Score -1034478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1034587.500000 Penalty: 3053.669678
	Iteration 14Q: 3 clusters Score -1034588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1034681.437500 Penalty: 3053.669678
	Iteration 15Q: 3 clusters Score -1034681 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1034753.937500 Penalty: 3053.669678
	Iteration 16Q: 3 clusters Score -1034754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1034823.500000 Penalty: 3053.669678
	Iteration 17Q: 3 clusters Score -1034824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1034894.125000 Penalty: 3053.669678
	Iteration 18Q: 3 clusters Score -1034894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1034935.500000 Penalty: 3053.669678
	Iteration 19Q: 3 clusters Score -1034936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1034967.312500 Penalty: 3053.669678
	Iteration 20F: 3 clusters Score -1034967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1034991.437500 Penalty: 3053.669678
	Iteration 21Q: 3 clusters Score -1034991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1035019.562500 Penalty: 3053.669678
	Iteration 22Q: 3 clusters Score -1035020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1035040.812500 Penalty: 3053.669678
	Iteration 23Q: 3 clusters Score -1035041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1035063.437500 Penalty: 3053.669678
	Iteration 24Q: 3 clusters Score -1035063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1035079.937500 Penalty: 3053.669678
	Iteration 25Q: 3 clusters Score -1035080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1035094.125000 Penalty: 3053.669678
	Iteration 26Q: 3 clusters Score -1035094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1035108.125000 Penalty: 3053.669678
	Iteration 27Q: 3 clusters Score -1035108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1035117.937500 Penalty: 3053.669678
	Iteration 28Q: 3 clusters Score -1035118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1035130.000000 Penalty: 3053.669678
	Iteration 29Q: 3 clusters Score -1035130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1035138.062500 Penalty: 3053.669678
	Iteration 30Q: 3 clusters Score -1035138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1035147.500000 Penalty: 3053.669678
	Iteration 31Q: 3 clusters Score -1035148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1035159.812500 Penalty: 3053.669678
	Iteration 32Q: 3 clusters Score -1035160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1035173.687500 Penalty: 3053.669678
	Iteration 33Q: 3 clusters Score -1035174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1035180.750000 Penalty: 3053.669678
	Iteration 34Q: 3 clusters Score -1035181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1035190.250000 Penalty: 3053.669678
	Iteration 35Q: 3 clusters Score -1035190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1035196.000000 Penalty: 3053.669678
	Iteration 36Q: 3 clusters Score -1035196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1035200.500000 Penalty: 3053.669678
	Iteration 37Q: 3 clusters Score -1035200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1035202.000000 Penalty: 3053.669678
	Iteration 38Q: 3 clusters Score -1035202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1035207.062500 Penalty: 3053.669678
	Iteration 39Q: 3 clusters Score -1035207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1035212.062500 Penalty: 3053.669678
	Iteration 40F: 3 clusters Score -1035212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1035216.187500 Penalty: 3053.669678
	Iteration 41Q: 3 clusters Score -1035216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1035224.875000 Penalty: 3053.669678
	Iteration 42Q: 3 clusters Score -1035225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1035229.687500 Penalty: 3053.669678
	Iteration 43Q: 3 clusters Score -1035230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1035231.437500 Penalty: 3053.669678
	Iteration 44Q: 3 clusters Score -1035231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1035232.250000 Penalty: 3053.669678
	Iteration 45Q: 3 clusters Score -1035232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1035234.187500 Penalty: 3053.669678
	Iteration 46Q: 3 clusters Score -1035234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1035233.750000 Penalty: 3053.669678
	Iteration 47Q: 3 clusters Score -1035234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1035234.625000 Penalty: 3053.669678
	Iteration 48Q: 3 clusters Score -1035235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1035234.125000 Penalty: 3053.669678
	Iteration 49Q: 3 clusters Score -1035234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1035234.687500 Penalty: 3053.669678
	Iteration 50Q: 3 clusters Score -1035235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1035234.687500 Penalty: 3053.669678
	Iteration 51F: 3 clusters Score -1035235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -518781.375000 Penalty: 1431.092529
	Iteration 0F: 2 clusters Score -518781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -513780.343750 Penalty: 2862.185059
	Iteration 0F: 3 clusters Score -513780.3 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -515433.750000 Penalty: 2862.185059
	Iteration 1F: 3 clusters Score -515433.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -515758.437500 Penalty: 2862.185059
	Iteration 2F: 3 clusters Score -515758.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -516056.093750 Penalty: 2862.185059
	Iteration 3F: 3 clusters Score -516056.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -516311.906250 Penalty: 2862.185059
	Iteration 4F: 3 clusters Score -516311.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -516532.000000 Penalty: 2862.185059
	Iteration 5Q: 3 clusters Score -516532 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -516711.875000 Penalty: 2862.185059
	Iteration 6Q: 3 clusters Score -516711.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -516855.375000 Penalty: 2862.185059
	Iteration 7Q: 3 clusters Score -516855.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -516980.156250 Penalty: 2862.185059
	Iteration 8Q: 3 clusters Score -516980.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -517079.937500 Penalty: 2862.185059
	Iteration 9Q: 3 clusters Score -517079.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -517169.125000 Penalty: 2862.185059
	Iteration 10Q: 3 clusters Score -517169.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -517236.437500 Penalty: 2862.185059
	Iteration 11Q: 3 clusters Score -517236.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -517299.250000 Penalty: 2862.185059
	Iteration 12Q: 3 clusters Score -517299.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -517365.375000 Penalty: 2862.185059
	Iteration 13Q: 3 clusters Score -517365.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -517424.468750 Penalty: 2862.185059
	Iteration 14Q: 3 clusters Score -517424.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -517465.312500 Penalty: 2862.185059
	Iteration 15Q: 3 clusters Score -517465.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -517487.343750 Penalty: 2862.185059
	Iteration 16Q: 3 clusters Score -517487.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -517503.343750 Penalty: 2862.185059
	Iteration 17Q: 3 clusters Score -517503.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -517517.718750 Penalty: 2862.185059
	Iteration 18Q: 3 clusters Score -517517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -517528.031250 Penalty: 2862.185059
	Iteration 19Q: 3 clusters Score -517528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -517533.500000 Penalty: 2862.185059
	Iteration 20F: 3 clusters Score -517533.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -517540.218750 Penalty: 2862.185059
	Iteration 21Q: 3 clusters Score -517540.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -517546.500000 Penalty: 2862.185059
	Iteration 22Q: 3 clusters Score -517546.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -517550.968750 Penalty: 2862.185059
	Iteration 23Q: 3 clusters Score -517551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -517552.968750 Penalty: 2862.185059
	Iteration 24Q: 3 clusters Score -517553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -517555.687500 Penalty: 2862.185059
	Iteration 25Q: 3 clusters Score -517555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -517557.843750 Penalty: 2862.185059
	Iteration 26Q: 3 clusters Score -517557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -517559.750000 Penalty: 2862.185059
	Iteration 27Q: 3 clusters Score -517559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -517559.750000 Penalty: 2862.185059
	Iteration 28Q: 3 clusters Score -517559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517560.843750 Penalty: 2862.185059
	Iteration 29Q: 3 clusters Score -517560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -517562.656250 Penalty: 2862.185059
	Iteration 30Q: 3 clusters Score -517562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -517565.750000 Penalty: 2862.185059
	Iteration 31Q: 3 clusters Score -517565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -517568.875000 Penalty: 2862.185059
	Iteration 32Q: 3 clusters Score -517568.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -517572.093750 Penalty: 2862.185059
	Iteration 33Q: 3 clusters Score -517572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -517575.000000 Penalty: 2862.185059
	Iteration 34Q: 3 clusters Score -517575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -517578.781250 Penalty: 2862.185059
	Iteration 35Q: 3 clusters Score -517578.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -517579.812500 Penalty: 2862.185059
	Iteration 36Q: 3 clusters Score -517579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -517581.406250 Penalty: 2862.185059
	Iteration 37Q: 3 clusters Score -517581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -517584.843750 Penalty: 2862.185059
	Iteration 38Q: 3 clusters Score -517584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -517586.343750 Penalty: 2862.185059
	Iteration 39Q: 3 clusters Score -517586.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -517588.093750 Penalty: 2862.185059
	Iteration 40F: 3 clusters Score -517588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -517591.750000 Penalty: 2862.185059
	Iteration 41Q: 3 clusters Score -517591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -517593.531250 Penalty: 2862.185059
	Iteration 42Q: 3 clusters Score -517593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -517595.281250 Penalty: 2862.185059
	Iteration 43Q: 3 clusters Score -517595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -517595.781250 Penalty: 2862.185059
	Iteration 44Q: 3 clusters Score -517595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -517599.562500 Penalty: 2862.185059
	Iteration 45Q: 3 clusters Score -517599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -517600.031250 Penalty: 2862.185059
	Iteration 46Q: 3 clusters Score -517600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -517602.281250 Penalty: 2862.185059
	Iteration 47Q: 3 clusters Score -517602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -517604.312500 Penalty: 2862.185059
	Iteration 48Q: 3 clusters Score -517604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -517605.812500 Penalty: 2862.185059
	Iteration 49Q: 3 clusters Score -517605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -517606.000000 Penalty: 2862.185059
	Iteration 50Q: 3 clusters Score -517606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -517606.281250 Penalty: 2862.185059
	Iteration 51Q: 3 clusters Score -517606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -517606.593750 Penalty: 2862.185059
	Iteration 52Q: 3 clusters Score -517606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -517608.437500 Penalty: 2862.185059
	Iteration 53Q: 3 clusters Score -517608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -517608.437500 Penalty: 2862.185059
	Iteration 54F: 3 clusters Score -517608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (130252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Entering Unmasked Estep 
Score: -11531440.000000 Penalty: 1913.799316
	Iteration 0F: 2 clusters Score -1.153144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -11444115.000000 Penalty: 3827.598633
	Iteration 0F: 3 clusters Score -1.144412e+07 nChanged 62774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -11481461.000000 Penalty: 3827.598633
	Iteration 1F: 3 clusters Score -1.148146e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -11482888.000000 Penalty: 3827.598633
	Iteration 2Q: 3 clusters Score -1.148289e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -11484741.000000 Penalty: 3827.598633
	Iteration 3Q: 3 clusters Score -1.148474e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -11487684.000000 Penalty: 3827.598633
	Iteration 4Q: 3 clusters Score -1.148768e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -11491468.000000 Penalty: 3827.598633
	Iteration 5F: 3 clusters Score -1.149147e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -11496797.000000 Penalty: 3827.598633
	Iteration 6F: 3 clusters Score -1.14968e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -11502907.000000 Penalty: 3827.598633
	Iteration 7F: 3 clusters Score -1.150291e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -11507994.000000 Penalty: 3827.598633
	Iteration 8F: 3 clusters Score -1.150799e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -11511134.000000 Penalty: 3827.598633
	Iteration 9Q: 3 clusters Score -1.151113e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -11512774.000000 Penalty: 3827.598633
	Iteration 10Q: 3 clusters Score -1.151277e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -11513725.000000 Penalty: 3827.598633
	Iteration 11Q: 3 clusters Score -1.151372e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -11514510.000000 Penalty: 3827.598633
	Iteration 12Q: 3 clusters Score -1.151451e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -11515089.000000 Penalty: 3827.598633
	Iteration 13Q: 3 clusters Score -1.151509e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -11515701.000000 Penalty: 3827.598633
	Iteration 14Q: 3 clusters Score -1.15157e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11516336.000000 Penalty: 3827.598633
	Iteration 15Q: 3 clusters Score -1.151634e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -11516968.000000 Penalty: 3827.598633
	Iteration 16Q: 3 clusters Score -1.151697e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -11517609.000000 Penalty: 3827.598633
	Iteration 17Q: 3 clusters Score -1.151761e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -11518205.000000 Penalty: 3827.598633
	Iteration 18Q: 3 clusters Score -1.15182e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -11518709.000000 Penalty: 3827.598633
	Iteration 19Q: 3 clusters Score -1.151871e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -11519336.000000 Penalty: 3827.598633
	Iteration 20F: 3 clusters Score -1.151934e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -11519937.000000 Penalty: 3827.598633
	Iteration 21Q: 3 clusters Score -1.151994e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -11520496.000000 Penalty: 3827.598633
	Iteration 22Q: 3 clusters Score -1.15205e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -11521069.000000 Penalty: 3827.598633
	Iteration 23Q: 3 clusters Score -1.152107e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -11521555.000000 Penalty: 3827.598633
	Iteration 24Q: 3 clusters Score -1.152156e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -11522024.000000 Penalty: 3827.598633
	Iteration 25Q: 3 clusters Score -1.152202e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -11522543.000000 Penalty: 3827.598633
	Iteration 26Q: 3 clusters Score -1.152254e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -11523031.000000 Penalty: 3827.598633
	Iteration 27Q: 3 clusters Score -1.152303e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -11523670.000000 Penalty: 3827.598633
	Iteration 28Q: 3 clusters Score -1.152367e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -11524187.000000 Penalty: 3827.598633
	Iteration 29Q: 3 clusters Score -1.152419e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -11524707.000000 Penalty: 3827.598633
	Iteration 30Q: 3 clusters Score -1.152471e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -11525216.000000 Penalty: 3827.598633
	Iteration 31Q: 3 clusters Score -1.152522e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -11525801.000000 Penalty: 3827.598633
	Iteration 32Q: 3 clusters Score -1.15258e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -11526394.000000 Penalty: 3827.598633
	Iteration 33Q: 3 clusters Score -1.152639e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 120665 members 
Entering Unmasked Estep 
Score: -11527011.000000 Penalty: 3827.598633
	Iteration 34Q: 3 clusters Score -1.152701e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -11527552.000000 Penalty: 3827.598633
	Iteration 35Q: 3 clusters Score -1.152755e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -11528061.000000 Penalty: 3827.598633
	Iteration 36Q: 3 clusters Score -1.152806e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 123987 members 
Entering Unmasked Estep 
Score: -11528604.000000 Penalty: 3827.598633
	Iteration 37Q: 3 clusters Score -1.15286e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -11529108.000000 Penalty: 3827.598633
	Iteration 38Q: 3 clusters Score -1.152911e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 125445 members 
Entering Unmasked Estep 
Score: -11529490.000000 Penalty: 3827.598633
	Iteration 39Q: 3 clusters Score -1.152949e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -11529894.000000 Penalty: 3827.598633
	Iteration 40F: 3 clusters Score -1.152989e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -11530217.000000 Penalty: 3827.598633
	Iteration 41Q: 3 clusters Score -1.153022e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -11530387.000000 Penalty: 3827.598633
	Iteration 42Q: 3 clusters Score -1.153039e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -11530499.000000 Penalty: 3827.598633
	Iteration 43Q: 3 clusters Score -1.15305e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -11530606.000000 Penalty: 3827.598633
	Iteration 44Q: 3 clusters Score -1.153061e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -11530640.000000 Penalty: 3827.598633
	Iteration 45Q: 3 clusters Score -1.153064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -11530637.000000 Penalty: 3827.598633
	Iteration 46Q: 3 clusters Score -1.153064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -11530676.000000 Penalty: 3827.598633
	Iteration 47Q: 3 clusters Score -1.153068e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -11530676.000000 Penalty: 3827.598633
	Iteration 48Q: 3 clusters Score -1.153068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -11530666.000000 Penalty: 3827.598633
	Iteration 49Q: 3 clusters Score -1.153067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -11530693.000000 Penalty: 3827.598633
	Iteration 50Q: 3 clusters Score -1.153069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -11530701.000000 Penalty: 3827.598633
	Iteration 51Q: 3 clusters Score -1.15307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 127039 members 
Entering Unmasked Estep 
Score: -11530697.000000 Penalty: 3827.598633
	Iteration 52Q: 3 clusters Score -1.15307e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -11530695.000000 Penalty: 3827.598633
	Iteration 53Q: 3 clusters Score -1.15307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -11530682.000000 Penalty: 3827.598633
	Iteration 54Q: 3 clusters Score -1.153068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -11530690.000000 Penalty: 3827.598633
	Iteration 55Q: 3 clusters Score -1.153069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 127103 members 
Entering Unmasked Estep 
Score: -11530700.000000 Penalty: 3827.598633
	Iteration 56Q: 3 clusters Score -1.15307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -11530716.000000 Penalty: 3827.598633
	Iteration 57Q: 3 clusters Score -1.153072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -11530711.000000 Penalty: 3827.598633
	Iteration 58Q: 3 clusters Score -1.153071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -11530708.000000 Penalty: 3827.598633
	Iteration 59Q: 3 clusters Score -1.153071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 127161 members 
Entering Unmasked Estep 
Score: -11530696.000000 Penalty: 3827.598633
	Iteration 60F: 3 clusters Score -1.15307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -11530706.000000 Penalty: 3827.598633
	Iteration 61Q: 3 clusters Score -1.153071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -11530705.000000 Penalty: 3827.598633
	Iteration 62Q: 3 clusters Score -1.15307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 127184 members 
Entering Unmasked Estep 
Score: -11530705.000000 Penalty: 3827.598633
	Iteration 63Q: 3 clusters Score -1.15307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 127192 members 
Entering Unmasked Estep 
Score: -11530709.000000 Penalty: 3827.598633
	Iteration 64Q: 3 clusters Score -1.153071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -11530701.000000 Penalty: 3827.598633
	Iteration 65Q: 3 clusters Score -1.15307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -11530706.000000 Penalty: 3827.598633
	Iteration 66Q: 3 clusters Score -1.153071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -11530699.000000 Penalty: 3827.598633
	Iteration 67Q: 3 clusters Score -1.15307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 127216 members 
Entering Unmasked Estep 
Score: -11530707.000000 Penalty: 3827.598633
	Iteration 68Q: 3 clusters Score -1.153071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -11530708.000000 Penalty: 3827.598633
	Iteration 69Q: 3 clusters Score -1.153071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -11530705.000000 Penalty: 3827.598633
	Iteration 70Q: 3 clusters Score -1.15307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -11530711.000000 Penalty: 3827.598633
	Iteration 71Q: 3 clusters Score -1.153071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -11530714.000000 Penalty: 3827.598633
	Iteration 72Q: 3 clusters Score -1.153071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -11530711.000000 Penalty: 3827.598633
	Iteration 73Q: 3 clusters Score -1.153071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -11530716.000000 Penalty: 3827.598633
	Iteration 74Q: 3 clusters Score -1.153072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -11530712.000000 Penalty: 3827.598633
	Iteration 75Q: 3 clusters Score -1.153071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -11530717.000000 Penalty: 3827.598633
	Iteration 76Q: 3 clusters Score -1.153072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -11530714.000000 Penalty: 3827.598633
	Iteration 77Q: 3 clusters Score -1.153071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 127228 members 
Entering Unmasked Estep 
Score: -11530715.000000 Penalty: 3827.598633
	Iteration 78Q: 3 clusters Score -1.153072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -11530714.000000 Penalty: 3827.598633
	Iteration 79Q: 3 clusters Score -1.153071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -11530714.000000 Penalty: 3827.598633
	Iteration 80F: 3 clusters Score -1.153071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -557542.562500 Penalty: 1428.912598
	Iteration 0F: 2 clusters Score -557542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -552539.500000 Penalty: 2857.825195
	Iteration 0F: 3 clusters Score -552539.5 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -554103.687500 Penalty: 2857.825195
	Iteration 1F: 3 clusters Score -554103.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -554380.312500 Penalty: 2857.825195
	Iteration 2F: 3 clusters Score -554380.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -554610.187500 Penalty: 2857.825195
	Iteration 3F: 3 clusters Score -554610.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -554824.625000 Penalty: 2857.825195
	Iteration 4F: 3 clusters Score -554824.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -555043.500000 Penalty: 2857.825195
	Iteration 5Q: 3 clusters Score -555043.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -555281.562500 Penalty: 2857.825195
	Iteration 6F: 3 clusters Score -555281.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -555532.625000 Penalty: 2857.825195
	Iteration 7Q: 3 clusters Score -555532.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -555793.375000 Penalty: 2857.825195
	Iteration 8Q: 3 clusters Score -555793.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -556008.375000 Penalty: 2857.825195
	Iteration 9Q: 3 clusters Score -556008.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -556154.375000 Penalty: 2857.825195
	Iteration 10Q: 3 clusters Score -556154.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -556284.625000 Penalty: 2857.825195
	Iteration 11Q: 3 clusters Score -556284.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -556386.125000 Penalty: 2857.825195
	Iteration 12Q: 3 clusters Score -556386.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -556479.312500 Penalty: 2857.825195
	Iteration 13Q: 3 clusters Score -556479.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -556561.687500 Penalty: 2857.825195
	Iteration 14Q: 3 clusters Score -556561.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -556617.250000 Penalty: 2857.825195
	Iteration 15Q: 3 clusters Score -556617.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -556651.750000 Penalty: 2857.825195
	Iteration 16Q: 3 clusters Score -556651.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -556674.937500 Penalty: 2857.825195
	Iteration 17Q: 3 clusters Score -556674.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -556693.437500 Penalty: 2857.825195
	Iteration 18Q: 3 clusters Score -556693.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -556706.062500 Penalty: 2857.825195
	Iteration 19Q: 3 clusters Score -556706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -556714.437500 Penalty: 2857.825195
	Iteration 20F: 3 clusters Score -556714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -556716.062500 Penalty: 2857.825195
	Iteration 21Q: 3 clusters Score -556716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -556718.875000 Penalty: 2857.825195
	Iteration 22Q: 3 clusters Score -556718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -556722.062500 Penalty: 2857.825195
	Iteration 23Q: 3 clusters Score -556722.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -556723.625000 Penalty: 2857.825195
	Iteration 24Q: 3 clusters Score -556723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -556726.125000 Penalty: 2857.825195
	Iteration 25Q: 3 clusters Score -556726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -556726.375000 Penalty: 2857.825195
	Iteration 26Q: 3 clusters Score -556726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -556728.062500 Penalty: 2857.825195
	Iteration 27Q: 3 clusters Score -556728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -556729.375000 Penalty: 2857.825195
	Iteration 28Q: 3 clusters Score -556729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -556729.375000 Penalty: 2857.825195
	Iteration 29Q: 3 clusters Score -556729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -556730.437500 Penalty: 2857.825195
	Iteration 30Q: 3 clusters Score -556730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -556730.812500 Penalty: 2857.825195
	Iteration 31Q: 3 clusters Score -556730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -556730.812500 Penalty: 2857.825195
	Iteration 32Q: 3 clusters Score -556730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -556730.187500 Penalty: 2857.825195
	Iteration 33Q: 3 clusters Score -556730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -556730.625000 Penalty: 2857.825195
	Iteration 34Q: 3 clusters Score -556730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556731.687500 Penalty: 2857.825195
	Iteration 35Q: 3 clusters Score -556731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556731.687500 Penalty: 2857.825195
	Iteration 36F: 3 clusters Score -556731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -872187.187500 Penalty: 1496.045288
	Iteration 0F: 2 clusters Score -872187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -864915.562500 Penalty: 2992.090576
	Iteration 0F: 3 clusters Score -864915.6 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -867378.375000 Penalty: 2992.090576
	Iteration 1F: 3 clusters Score -867378.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -867612.500000 Penalty: 2992.090576
	Iteration 2F: 3 clusters Score -867612.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -867814.062500 Penalty: 2992.090576
	Iteration 3Q: 3 clusters Score -867814.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -868005.000000 Penalty: 2992.090576
	Iteration 4Q: 3 clusters Score -868005 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -868254.875000 Penalty: 2992.090576
	Iteration 5Q: 3 clusters Score -868254.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -868554.937500 Penalty: 2992.090576
	Iteration 6F: 3 clusters Score -868554.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -868892.687500 Penalty: 2992.090576
	Iteration 7F: 3 clusters Score -868892.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -869259.562500 Penalty: 2992.090576
	Iteration 8F: 3 clusters Score -869259.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -869651.625000 Penalty: 2992.090576
	Iteration 9F: 3 clusters Score -869651.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -870005.250000 Penalty: 2992.090576
	Iteration 10Q: 3 clusters Score -870005.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -870333.562500 Penalty: 2992.090576
	Iteration 11Q: 3 clusters Score -870333.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -870612.625000 Penalty: 2992.090576
	Iteration 12Q: 3 clusters Score -870612.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -870822.625000 Penalty: 2992.090576
	Iteration 13Q: 3 clusters Score -870822.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -870940.812500 Penalty: 2992.090576
	Iteration 14Q: 3 clusters Score -870940.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -871015.187500 Penalty: 2992.090576
	Iteration 15Q: 3 clusters Score -871015.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -871037.500000 Penalty: 2992.090576
	Iteration 16Q: 3 clusters Score -871037.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -871056.375000 Penalty: 2992.090576
	Iteration 17Q: 3 clusters Score -871056.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -871072.062500 Penalty: 2992.090576
	Iteration 18Q: 3 clusters Score -871072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -871081.625000 Penalty: 2992.090576
	Iteration 19Q: 3 clusters Score -871081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -871087.500000 Penalty: 2992.090576
	Iteration 20F: 3 clusters Score -871087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -871093.062500 Penalty: 2992.090576
	Iteration 21Q: 3 clusters Score -871093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -871091.625000 Penalty: 2992.090576
	Iteration 22Q: 3 clusters Score -871091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -871093.125000 Penalty: 2992.090576
	Iteration 23Q: 3 clusters Score -871093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -871093.750000 Penalty: 2992.090576
	Iteration 24Q: 3 clusters Score -871093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -871093.750000 Penalty: 2992.090576
	Iteration 25F: 3 clusters Score -871093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -116646.351562 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -116646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114924.132812 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -114924.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115332.398438 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -115332.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -115525.515625 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -115525.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115731.132812 Penalty: 2366.897461
	Iteration 3F: 3 clusters Score -115731.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116084.273438 Penalty: 2366.897461
	Iteration 4F: 3 clusters Score -116084.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116502.601562 Penalty: 2366.897461
	Iteration 5F: 3 clusters Score -116502.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116631.210938 Penalty: 2366.897461
	Iteration 6F: 3 clusters Score -116631.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116682.656250 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -116682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116705.335938 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -116705.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116720.625000 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -116720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116728.648438 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -116728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116731.281250 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -116731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116735.757812 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -116735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116739.109375 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -116739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116740.562500 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -116740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116745.281250 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -116745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116750.054688 Penalty: 2366.897461
	Iteration 16Q: 3 clusters Score -116750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116755.843750 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -116755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116756.250000 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -116756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116756.898438 Penalty: 2366.897461
	Iteration 19Q: 3 clusters Score -116756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116756.898438 Penalty: 2366.897461
	Iteration 20F: 3 clusters Score -116756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 74903 members 
Mstep: Class 34 contains 452 members 
Entering Unmasked Estep 
Score: -76316160.000000 Penalty: 75720.648438
Splitting cluster 24 changes total score from -76316696.000000 to -76316160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -823527.062500 Penalty: 1507.720337
	Iteration 0F: 2 clusters Score -823527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -815913.937500 Penalty: 3015.440674
	Iteration 0F: 3 clusters Score -815913.9 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -818600.625000 Penalty: 3015.440674
	Iteration 1F: 3 clusters Score -818600.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -819237.687500 Penalty: 3015.440674
	Iteration 2F: 3 clusters Score -819237.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -819941.750000 Penalty: 3015.440674
	Iteration 3F: 3 clusters Score -819941.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -820650.750000 Penalty: 3015.440674
	Iteration 4F: 3 clusters Score -820650.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -821245.562500 Penalty: 3015.440674
	Iteration 5F: 3 clusters Score -821245.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -821620.000000 Penalty: 3015.440674
	Iteration 6F: 3 clusters Score -821620 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -821873.875000 Penalty: 3015.440674
	Iteration 7Q: 3 clusters Score -821873.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -822029.500000 Penalty: 3015.440674
	Iteration 8Q: 3 clusters Score -822029.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -822108.687500 Penalty: 3015.440674
	Iteration 9Q: 3 clusters Score -822108.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -822147.187500 Penalty: 3015.440674
	Iteration 10Q: 3 clusters Score -822147.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -822174.500000 Penalty: 3015.440674
	Iteration 11Q: 3 clusters Score -822174.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -822188.812500 Penalty: 3015.440674
	Iteration 12Q: 3 clusters Score -822188.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -822203.875000 Penalty: 3015.440674
	Iteration 13Q: 3 clusters Score -822203.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -822215.562500 Penalty: 3015.440674
	Iteration 14Q: 3 clusters Score -822215.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -822228.812500 Penalty: 3015.440674
	Iteration 15Q: 3 clusters Score -822228.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -822242.187500 Penalty: 3015.440674
	Iteration 16Q: 3 clusters Score -822242.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -822251.687500 Penalty: 3015.440674
	Iteration 17Q: 3 clusters Score -822251.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -822262.375000 Penalty: 3015.440674
	Iteration 18Q: 3 clusters Score -822262.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -822269.062500 Penalty: 3015.440674
	Iteration 19Q: 3 clusters Score -822269.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -822270.375000 Penalty: 3015.440674
	Iteration 20F: 3 clusters Score -822270.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -822277.687500 Penalty: 3015.440674
	Iteration 21Q: 3 clusters Score -822277.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -822281.812500 Penalty: 3015.440674
	Iteration 22Q: 3 clusters Score -822281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -822285.437500 Penalty: 3015.440674
	Iteration 23Q: 3 clusters Score -822285.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -822291.687500 Penalty: 3015.440674
	Iteration 24Q: 3 clusters Score -822291.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -822299.062500 Penalty: 3015.440674
	Iteration 25Q: 3 clusters Score -822299.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -822306.000000 Penalty: 3015.440674
	Iteration 26Q: 3 clusters Score -822306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -822314.687500 Penalty: 3015.440674
	Iteration 27Q: 3 clusters Score -822314.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -822319.062500 Penalty: 3015.440674
	Iteration 28Q: 3 clusters Score -822319.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -822327.625000 Penalty: 3015.440674
	Iteration 29Q: 3 clusters Score -822327.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -822336.375000 Penalty: 3015.440674
	Iteration 30Q: 3 clusters Score -822336.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -822344.875000 Penalty: 3015.440674
	Iteration 31Q: 3 clusters Score -822344.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -822350.562500 Penalty: 3015.440674
	Iteration 32Q: 3 clusters Score -822350.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -822355.750000 Penalty: 3015.440674
	Iteration 33Q: 3 clusters Score -822355.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -822364.562500 Penalty: 3015.440674
	Iteration 34Q: 3 clusters Score -822364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -822375.937500 Penalty: 3015.440674
	Iteration 35Q: 3 clusters Score -822375.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -822386.437500 Penalty: 3015.440674
	Iteration 36Q: 3 clusters Score -822386.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -822394.812500 Penalty: 3015.440674
	Iteration 37Q: 3 clusters Score -822394.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -822406.250000 Penalty: 3015.440674
	Iteration 38Q: 3 clusters Score -822406.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -822419.937500 Penalty: 3015.440674
	Iteration 39Q: 3 clusters Score -822419.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -822438.125000 Penalty: 3015.440674
	Iteration 40F: 3 clusters Score -822438.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -822457.437500 Penalty: 3015.440674
	Iteration 41Q: 3 clusters Score -822457.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -822471.312500 Penalty: 3015.440674
	Iteration 42Q: 3 clusters Score -822471.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -822489.812500 Penalty: 3015.440674
	Iteration 43Q: 3 clusters Score -822489.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -822506.687500 Penalty: 3015.440674
	Iteration 44Q: 3 clusters Score -822506.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -822523.312500 Penalty: 3015.440674
	Iteration 45Q: 3 clusters Score -822523.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -822539.687500 Penalty: 3015.440674
	Iteration 46Q: 3 clusters Score -822539.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -822559.000000 Penalty: 3015.440674
	Iteration 47Q: 3 clusters Score -822559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -822575.187500 Penalty: 3015.440674
	Iteration 48Q: 3 clusters Score -822575.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -822583.250000 Penalty: 3015.440674
	Iteration 49Q: 3 clusters Score -822583.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -822598.187500 Penalty: 3015.440674
	Iteration 50Q: 3 clusters Score -822598.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -822606.000000 Penalty: 3015.440674
	Iteration 51Q: 3 clusters Score -822606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -822615.687500 Penalty: 3015.440674
	Iteration 52Q: 3 clusters Score -822615.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -822619.687500 Penalty: 3015.440674
	Iteration 53Q: 3 clusters Score -822619.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -822623.750000 Penalty: 3015.440674
	Iteration 54Q: 3 clusters Score -822623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -822630.000000 Penalty: 3015.440674
	Iteration 55Q: 3 clusters Score -822630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -822631.062500 Penalty: 3015.440674
	Iteration 56Q: 3 clusters Score -822631.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -822631.125000 Penalty: 3015.440674
	Iteration 57Q: 3 clusters Score -822631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -822635.625000 Penalty: 3015.440674
	Iteration 58Q: 3 clusters Score -822635.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -822640.937500 Penalty: 3015.440674
	Iteration 59Q: 3 clusters Score -822640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -822640.687500 Penalty: 3015.440674
	Iteration 60F: 3 clusters Score -822640.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -822642.250000 Penalty: 3015.440674
	Iteration 61Q: 3 clusters Score -822642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -822643.125000 Penalty: 3015.440674
	Iteration 62Q: 3 clusters Score -822643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -822643.500000 Penalty: 3015.440674
	Iteration 63Q: 3 clusters Score -822643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -822644.812500 Penalty: 3015.440674
	Iteration 64Q: 3 clusters Score -822644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -822644.437500 Penalty: 3015.440674
	Iteration 65Q: 3 clusters Score -822644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -822645.812500 Penalty: 3015.440674
	Iteration 66Q: 3 clusters Score -822645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -822648.687500 Penalty: 3015.440674
	Iteration 67Q: 3 clusters Score -822648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -822651.125000 Penalty: 3015.440674
	Iteration 68Q: 3 clusters Score -822651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -822650.187500 Penalty: 3015.440674
	Iteration 69Q: 3 clusters Score -822650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -822652.750000 Penalty: 3015.440674
	Iteration 70Q: 3 clusters Score -822652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -822652.562500 Penalty: 3015.440674
	Iteration 71Q: 3 clusters Score -822652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -822651.375000 Penalty: 3015.440674
	Iteration 72Q: 3 clusters Score -822651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -822654.062500 Penalty: 3015.440674
	Iteration 73Q: 3 clusters Score -822654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -822654.437500 Penalty: 3015.440674
	Iteration 74Q: 3 clusters Score -822654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -822655.937500 Penalty: 3015.440674
	Iteration 75Q: 3 clusters Score -822655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -822654.375000 Penalty: 3015.440674
	Iteration 76Q: 3 clusters Score -822654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -822654.500000 Penalty: 3015.440674
	Iteration 77Q: 3 clusters Score -822654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -822654.875000 Penalty: 3015.440674
	Iteration 78Q: 3 clusters Score -822654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -822654.875000 Penalty: 3015.440674
	Iteration 79F: 3 clusters Score -822654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Entering Unmasked Estep 
Score: -424166.000000 Penalty: 1391.041138
	Iteration 0F: 2 clusters Score -424166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -420040.406250 Penalty: 2782.082275
	Iteration 0F: 3 clusters Score -420040.4 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -421536.843750 Penalty: 2782.082275
	Iteration 1F: 3 clusters Score -421536.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -421901.906250 Penalty: 2782.082275
	Iteration 2F: 3 clusters Score -421901.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -422232.125000 Penalty: 2782.082275
	Iteration 3F: 3 clusters Score -422232.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -422593.531250 Penalty: 2782.082275
	Iteration 4F: 3 clusters Score -422593.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -422877.062500 Penalty: 2782.082275
	Iteration 5F: 3 clusters Score -422877.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -423084.156250 Penalty: 2782.082275
	Iteration 6F: 3 clusters Score -423084.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -423205.437500 Penalty: 2782.082275
	Iteration 7Q: 3 clusters Score -423205.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -423274.375000 Penalty: 2782.082275
	Iteration 8Q: 3 clusters Score -423274.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -423315.906250 Penalty: 2782.082275
	Iteration 9Q: 3 clusters Score -423315.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -423340.562500 Penalty: 2782.082275
	Iteration 10Q: 3 clusters Score -423340.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -423356.468750 Penalty: 2782.082275
	Iteration 11Q: 3 clusters Score -423356.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -423368.750000 Penalty: 2782.082275
	Iteration 12Q: 3 clusters Score -423368.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -423374.625000 Penalty: 2782.082275
	Iteration 13Q: 3 clusters Score -423374.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -423383.031250 Penalty: 2782.082275
	Iteration 14Q: 3 clusters Score -423383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -423388.000000 Penalty: 2782.082275
	Iteration 15Q: 3 clusters Score -423388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -423393.906250 Penalty: 2782.082275
	Iteration 16Q: 3 clusters Score -423393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -423394.625000 Penalty: 2782.082275
	Iteration 17Q: 3 clusters Score -423394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -423395.218750 Penalty: 2782.082275
	Iteration 18Q: 3 clusters Score -423395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -423395.656250 Penalty: 2782.082275
	Iteration 19Q: 3 clusters Score -423395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -423395.812500 Penalty: 2782.082275
	Iteration 20F: 3 clusters Score -423395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -81011.085938 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -81011.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79511.070312 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -79511.07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79834.367188 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -79834.37 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -79946.031250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -79946.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80018.515625 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -80018.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -80080.062500 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -80080.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -80110.250000 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -80110.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80131.960938 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -80131.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80151.195312 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -80151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80181.773438 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -80181.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80205.242188 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -80205.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80237.195312 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -80237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80266.820312 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -80266.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80285.648438 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -80285.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80306.609375 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -80306.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80325.132812 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -80325.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80349.117188 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -80349.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80386.171875 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -80386.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80432.132812 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -80432.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -80507.046875 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -80507.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80566.132812 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -80566.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80620.382812 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -80620.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80673.320312 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -80673.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80731.632812 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -80731.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80817.031250 Penalty: 2276.586670
	Iteration 23Q: 3 clusters Score -80817.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -80895.859375 Penalty: 2276.586670
	Iteration 24Q: 3 clusters Score -80895.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -80950.960938 Penalty: 2276.586670
	Iteration 25Q: 3 clusters Score -80950.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80981.828125 Penalty: 2276.586670
	Iteration 26Q: 3 clusters Score -80981.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81003.179688 Penalty: 2276.586670
	Iteration 27Q: 3 clusters Score -81003.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81011.835938 Penalty: 2276.586670
	Iteration 28Q: 3 clusters Score -81011.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81018.671875 Penalty: 2276.586670
	Iteration 29Q: 3 clusters Score -81018.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81019.953125 Penalty: 2276.586670
	Iteration 30Q: 3 clusters Score -81019.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81022.335938 Penalty: 2276.586670
	Iteration 31Q: 3 clusters Score -81022.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81025.890625 Penalty: 2276.586670
	Iteration 32Q: 3 clusters Score -81025.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81029.085938 Penalty: 2276.586670
	Iteration 33Q: 3 clusters Score -81029.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81034.843750 Penalty: 2276.586670
	Iteration 34Q: 3 clusters Score -81034.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -81037.265625 Penalty: 2276.586670
	Iteration 35Q: 3 clusters Score -81037.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81042.734375 Penalty: 2276.586670
	Iteration 36Q: 3 clusters Score -81042.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81045.492188 Penalty: 2276.586670
	Iteration 37Q: 3 clusters Score -81045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81045.492188 Penalty: 2276.586670
	Iteration 38F: 3 clusters Score -81045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 74903 members 
Mstep: Class 34 contains 580 members 
Entering Unmasked Estep 
Score: -76315984.000000 Penalty: 75720.648438
Splitting cluster 27 changes total score from -76316696.000000 to -76315984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (36795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Entering Unmasked Estep 
Score: -3188680.750000 Penalty: 1708.381470
	Iteration 0F: 2 clusters Score -3188681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3164186.000000 Penalty: 3416.762939
	Iteration 0F: 3 clusters Score -3164186 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3173654.000000 Penalty: 3416.762939
	Iteration 1F: 3 clusters Score -3173654 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3174329.500000 Penalty: 3416.762939
	Iteration 2Q: 3 clusters Score -3174330 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3175450.500000 Penalty: 3416.762939
	Iteration 3F: 3 clusters Score -3175450 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3177320.000000 Penalty: 3416.762939
	Iteration 4F: 3 clusters Score -3177320 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3179797.750000 Penalty: 3416.762939
	Iteration 5F: 3 clusters Score -3179798 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3182098.500000 Penalty: 3416.762939
	Iteration 6F: 3 clusters Score -3182098 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3183641.000000 Penalty: 3416.762939
	Iteration 7F: 3 clusters Score -3183641 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3184558.250000 Penalty: 3416.762939
	Iteration 8Q: 3 clusters Score -3184558 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3185174.000000 Penalty: 3416.762939
	Iteration 9Q: 3 clusters Score -3185174 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3185679.750000 Penalty: 3416.762939
	Iteration 10Q: 3 clusters Score -3185680 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3186118.250000 Penalty: 3416.762939
	Iteration 11Q: 3 clusters Score -3186118 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3186467.250000 Penalty: 3416.762939
	Iteration 12Q: 3 clusters Score -3186467 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3186714.750000 Penalty: 3416.762939
	Iteration 13Q: 3 clusters Score -3186715 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3186902.500000 Penalty: 3416.762939
	Iteration 14Q: 3 clusters Score -3186902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3187014.750000 Penalty: 3416.762939
	Iteration 15Q: 3 clusters Score -3187015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3187086.000000 Penalty: 3416.762939
	Iteration 16Q: 3 clusters Score -3187086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3187122.500000 Penalty: 3416.762939
	Iteration 17Q: 3 clusters Score -3187122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3187150.750000 Penalty: 3416.762939
	Iteration 18Q: 3 clusters Score -3187151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3187159.250000 Penalty: 3416.762939
	Iteration 19Q: 3 clusters Score -3187159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3187168.750000 Penalty: 3416.762939
	Iteration 20F: 3 clusters Score -3187169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3187177.000000 Penalty: 3416.762939
	Iteration 21Q: 3 clusters Score -3187177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3187187.000000 Penalty: 3416.762939
	Iteration 22Q: 3 clusters Score -3187187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3187187.750000 Penalty: 3416.762939
	Iteration 23Q: 3 clusters Score -3187188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3187192.250000 Penalty: 3416.762939
	Iteration 24Q: 3 clusters Score -3187192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3187196.000000 Penalty: 3416.762939
	Iteration 25Q: 3 clusters Score -3187196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3187197.250000 Penalty: 3416.762939
	Iteration 26Q: 3 clusters Score -3187197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3187199.500000 Penalty: 3416.762939
	Iteration 27Q: 3 clusters Score -3187200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3187199.500000 Penalty: 3416.762939
	Iteration 28F: 3 clusters Score -3187200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Entering Unmasked Estep 
Score: -639054.937500 Penalty: 1441.140015
	Iteration 0F: 2 clusters Score -639054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -633740.937500 Penalty: 2882.280029
	Iteration 0F: 3 clusters Score -633740.9 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -635438.062500 Penalty: 2882.280029
	Iteration 1F: 3 clusters Score -635438.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -635733.000000 Penalty: 2882.280029
	Iteration 2F: 3 clusters Score -635733 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -635991.125000 Penalty: 2882.280029
	Iteration 3F: 3 clusters Score -635991.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -636227.312500 Penalty: 2882.280029
	Iteration 4F: 3 clusters Score -636227.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -636417.875000 Penalty: 2882.280029
	Iteration 5F: 3 clusters Score -636417.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -636577.000000 Penalty: 2882.280029
	Iteration 6Q: 3 clusters Score -636577 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -636720.437500 Penalty: 2882.280029
	Iteration 7Q: 3 clusters Score -636720.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -636851.937500 Penalty: 2882.280029
	Iteration 8Q: 3 clusters Score -636851.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -636993.937500 Penalty: 2882.280029
	Iteration 9Q: 3 clusters Score -636993.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -637113.187500 Penalty: 2882.280029
	Iteration 10Q: 3 clusters Score -637113.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -637223.250000 Penalty: 2882.280029
	Iteration 11Q: 3 clusters Score -637223.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -637331.437500 Penalty: 2882.280029
	Iteration 12Q: 3 clusters Score -637331.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -637431.750000 Penalty: 2882.280029
	Iteration 13Q: 3 clusters Score -637431.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -637529.000000 Penalty: 2882.280029
	Iteration 14Q: 3 clusters Score -637529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -637608.875000 Penalty: 2882.280029
	Iteration 15Q: 3 clusters Score -637608.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -637668.500000 Penalty: 2882.280029
	Iteration 16Q: 3 clusters Score -637668.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -637709.875000 Penalty: 2882.280029
	Iteration 17Q: 3 clusters Score -637709.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -637758.250000 Penalty: 2882.280029
	Iteration 18Q: 3 clusters Score -637758.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -637795.500000 Penalty: 2882.280029
	Iteration 19Q: 3 clusters Score -637795.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -637839.500000 Penalty: 2882.280029
	Iteration 20F: 3 clusters Score -637839.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -637860.125000 Penalty: 2882.280029
	Iteration 21Q: 3 clusters Score -637860.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -637885.875000 Penalty: 2882.280029
	Iteration 22Q: 3 clusters Score -637885.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -637917.562500 Penalty: 2882.280029
	Iteration 23Q: 3 clusters Score -637917.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -637939.750000 Penalty: 2882.280029
	Iteration 24Q: 3 clusters Score -637939.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -637961.562500 Penalty: 2882.280029
	Iteration 25Q: 3 clusters Score -637961.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -637981.937500 Penalty: 2882.280029
	Iteration 26Q: 3 clusters Score -637981.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -637997.500000 Penalty: 2882.280029
	Iteration 27Q: 3 clusters Score -637997.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -638014.125000 Penalty: 2882.280029
	Iteration 28Q: 3 clusters Score -638014.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -638030.312500 Penalty: 2882.280029
	Iteration 29Q: 3 clusters Score -638030.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -638046.750000 Penalty: 2882.280029
	Iteration 30Q: 3 clusters Score -638046.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -638060.562500 Penalty: 2882.280029
	Iteration 31Q: 3 clusters Score -638060.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -638074.500000 Penalty: 2882.280029
	Iteration 32Q: 3 clusters Score -638074.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -638087.312500 Penalty: 2882.280029
	Iteration 33Q: 3 clusters Score -638087.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -638101.187500 Penalty: 2882.280029
	Iteration 34Q: 3 clusters Score -638101.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -638113.750000 Penalty: 2882.280029
	Iteration 35Q: 3 clusters Score -638113.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -638124.562500 Penalty: 2882.280029
	Iteration 36Q: 3 clusters Score -638124.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -638138.937500 Penalty: 2882.280029
	Iteration 37Q: 3 clusters Score -638138.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -638150.875000 Penalty: 2882.280029
	Iteration 38Q: 3 clusters Score -638150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -638155.250000 Penalty: 2882.280029
	Iteration 39Q: 3 clusters Score -638155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -638160.250000 Penalty: 2882.280029
	Iteration 40F: 3 clusters Score -638160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -638162.375000 Penalty: 2882.280029
	Iteration 41Q: 3 clusters Score -638162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -638166.062500 Penalty: 2882.280029
	Iteration 42Q: 3 clusters Score -638166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -638168.625000 Penalty: 2882.280029
	Iteration 43Q: 3 clusters Score -638168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -638174.312500 Penalty: 2882.280029
	Iteration 44Q: 3 clusters Score -638174.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -638177.312500 Penalty: 2882.280029
	Iteration 45Q: 3 clusters Score -638177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -638181.812500 Penalty: 2882.280029
	Iteration 46Q: 3 clusters Score -638181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -638186.375000 Penalty: 2882.280029
	Iteration 47Q: 3 clusters Score -638186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -638188.500000 Penalty: 2882.280029
	Iteration 48Q: 3 clusters Score -638188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -638192.375000 Penalty: 2882.280029
	Iteration 49Q: 3 clusters Score -638192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -638194.937500 Penalty: 2882.280029
	Iteration 50Q: 3 clusters Score -638194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -638196.562500 Penalty: 2882.280029
	Iteration 51Q: 3 clusters Score -638196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -638198.437500 Penalty: 2882.280029
	Iteration 52Q: 3 clusters Score -638198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -638198.937500 Penalty: 2882.280029
	Iteration 53Q: 3 clusters Score -638198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -638202.875000 Penalty: 2882.280029
	Iteration 54Q: 3 clusters Score -638202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -638205.375000 Penalty: 2882.280029
	Iteration 55Q: 3 clusters Score -638205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -638209.875000 Penalty: 2882.280029
	Iteration 56Q: 3 clusters Score -638209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -638212.187500 Penalty: 2882.280029
	Iteration 57Q: 3 clusters Score -638212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -638212.562500 Penalty: 2882.280029
	Iteration 58Q: 3 clusters Score -638212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -638211.750000 Penalty: 2882.280029
	Iteration 59Q: 3 clusters Score -638211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -638211.750000 Penalty: 2882.280029
	Iteration 60F: 3 clusters Score -638211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -164140.968750 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -164141 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 993 members 
Entering Unmasked Estep 
Score: -162059.921875 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -162059.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -162495.953125 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -162496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162596.796875 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -162596.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162671.953125 Penalty: 2462.897217
	Iteration 3F: 3 clusters Score -162672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -162723.484375 Penalty: 2462.897217
	Iteration 4Q: 3 clusters Score -162723.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -162767.062500 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -162767.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162805.375000 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -162805.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162847.281250 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -162847.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -162885.031250 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -162885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162929.859375 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -162929.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162961.234375 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -162961.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162984.015625 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -162984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -163001.859375 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -163001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -163012.875000 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -163012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -163019.000000 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -163019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163025.484375 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -163025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163032.625000 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -163032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -163043.578125 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -163043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163053.531250 Penalty: 2462.897217
	Iteration 18Q: 3 clusters Score -163053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163062.156250 Penalty: 2462.897217
	Iteration 19Q: 3 clusters Score -163062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163066.953125 Penalty: 2462.897217
	Iteration 20F: 3 clusters Score -163067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163071.093750 Penalty: 2462.897217
	Iteration 21Q: 3 clusters Score -163071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163076.031250 Penalty: 2462.897217
	Iteration 22Q: 3 clusters Score -163076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163079.062500 Penalty: 2462.897217
	Iteration 23Q: 3 clusters Score -163079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163080.500000 Penalty: 2462.897217
	Iteration 24Q: 3 clusters Score -163080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163083.156250 Penalty: 2462.897217
	Iteration 25Q: 3 clusters Score -163083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163084.328125 Penalty: 2462.897217
	Iteration 26Q: 3 clusters Score -163084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -163085.937500 Penalty: 2462.897217
	Iteration 27Q: 3 clusters Score -163085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163086.515625 Penalty: 2462.897217
	Iteration 28Q: 3 clusters Score -163086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163087.218750 Penalty: 2462.897217
	Iteration 29Q: 3 clusters Score -163087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -163087.671875 Penalty: 2462.897217
	Iteration 30Q: 3 clusters Score -163087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -163087.843750 Penalty: 2462.897217
	Iteration 31Q: 3 clusters Score -163087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163088.078125 Penalty: 2462.897217
	Iteration 32Q: 3 clusters Score -163088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163089.687500 Penalty: 2462.897217
	Iteration 33Q: 3 clusters Score -163089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163090.250000 Penalty: 2462.897217
	Iteration 34Q: 3 clusters Score -163090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163090.921875 Penalty: 2462.897217
	Iteration 35Q: 3 clusters Score -163090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163092.109375 Penalty: 2462.897217
	Iteration 36Q: 3 clusters Score -163092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163092.109375 Penalty: 2462.897217
	Iteration 37F: 3 clusters Score -163092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -103733.617188 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -103733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -102145.718750 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -102145.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102437.906250 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -102437.9 nChanged 92
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: -102535.648438 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -102535.6 nChanged 52
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: -102587.429688 Penalty: 2320.647217
	Iteration 3Q: 3 clusters Score -102587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102639.992188 Penalty: 2320.647217
	Iteration 4Q: 3 clusters Score -102640 nChanged 39
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: -102667.359375 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -102667.4 nChanged 24
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: -102685.382812 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -102685.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102704.304688 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -102704.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102724.406250 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -102724.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102741.601562 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -102741.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -102752.093750 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -102752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102758.601562 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -102758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -102761.398438 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -102761.4 nChanged 3
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: -102762.437500 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -102762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102762.679688 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -102762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102763.960938 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -102764 nChanged 4
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: -102766.500000 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -102766.5 nChanged 2
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: -102768.039062 Penalty: 2320.647217
	Iteration 17Q: 3 clusters Score -102768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102770.492188 Penalty: 2320.647217
	Iteration 18Q: 3 clusters Score -102770.5 nChanged 3
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: -102772.296875 Penalty: 2320.647217
	Iteration 19Q: 3 clusters Score -102772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102774.007812 Penalty: 2320.647217
	Iteration 20F: 3 clusters Score -102774 nChanged 3
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: -102776.117188 Penalty: 2320.647217
	Iteration 21Q: 3 clusters Score -102776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -102777.984375 Penalty: 2320.647217
	Iteration 22Q: 3 clusters Score -102778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102781.171875 Penalty: 2320.647217
	Iteration 23Q: 3 clusters Score -102781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102782.328125 Penalty: 2320.647217
	Iteration 24Q: 3 clusters Score -102782.3 nChanged 1
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: -102782.726562 Penalty: 2320.647217
	Iteration 25Q: 3 clusters Score -102782.7 nChanged 2
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: -102785.648438 Penalty: 2320.647217
	Iteration 26Q: 3 clusters Score -102785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102790.578125 Penalty: 2320.647217
	Iteration 27Q: 3 clusters Score -102790.6 nChanged 7
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: -102794.843750 Penalty: 2320.647217
	Iteration 28Q: 3 clusters Score -102794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102797.492188 Penalty: 2320.647217
	Iteration 29Q: 3 clusters Score -102797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102800.187500 Penalty: 2320.647217
	Iteration 30Q: 3 clusters Score -102800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102803.281250 Penalty: 2320.647217
	Iteration 31Q: 3 clusters Score -102803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102804.296875 Penalty: 2320.647217
	Iteration 32Q: 3 clusters Score -102804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102805.140625 Penalty: 2320.647217
	Iteration 33Q: 3 clusters Score -102805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102806.625000 Penalty: 2320.647217
	Iteration 34Q: 3 clusters Score -102806.6 nChanged 4
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: -102808.914062 Penalty: 2320.647217
	Iteration 35Q: 3 clusters Score -102808.9 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: -102810.664062 Penalty: 2320.647217
	Iteration 36Q: 3 clusters Score -102810.7 nChanged 3
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: -102812.414062 Penalty: 2320.647217
	Iteration 37Q: 3 clusters Score -102812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -102813.679688 Penalty: 2320.647217
	Iteration 38Q: 3 clusters Score -102813.7 nChanged 3
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: -102814.609375 Penalty: 2320.647217
	Iteration 39Q: 3 clusters Score -102814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102814.835938 Penalty: 2320.647217
	Iteration 40F: 3 clusters Score -102814.8 nChanged 2
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: -102815.453125 Penalty: 2320.647217
	Iteration 41Q: 3 clusters Score -102815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102815.812500 Penalty: 2320.647217
	Iteration 42Q: 3 clusters Score -102815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102816.945312 Penalty: 2320.647217
	Iteration 43Q: 3 clusters Score -102816.9 nChanged 3
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: -102818.273438 Penalty: 2320.647217
	Iteration 44Q: 3 clusters Score -102818.3 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: -102823.507812 Penalty: 2320.647217
	Iteration 45Q: 3 clusters Score -102823.5 nChanged 6
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: -102827.710938 Penalty: 2320.647217
	Iteration 46Q: 3 clusters Score -102827.7 nChanged 8
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: -102833.453125 Penalty: 2320.647217
	Iteration 47Q: 3 clusters Score -102833.5 nChanged 8
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: -102838.476562 Penalty: 2320.647217
	Iteration 48Q: 3 clusters Score -102838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102844.742188 Penalty: 2320.647217
	Iteration 49Q: 3 clusters Score -102844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102849.187500 Penalty: 2320.647217
	Iteration 50Q: 3 clusters Score -102849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102854.648438 Penalty: 2320.647217
	Iteration 51Q: 3 clusters Score -102854.6 nChanged 10
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: -102862.476562 Penalty: 2320.647217
	Iteration 52Q: 3 clusters Score -102862.5 nChanged 10
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: -102870.468750 Penalty: 2320.647217
	Iteration 53Q: 3 clusters Score -102870.5 nChanged 11
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: -102879.359375 Penalty: 2320.647217
	Iteration 54Q: 3 clusters Score -102879.4 nChanged 14
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: -102889.804688 Penalty: 2320.647217
	Iteration 55Q: 3 clusters Score -102889.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102902.234375 Penalty: 2320.647217
	Iteration 56Q: 3 clusters Score -102902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102913.218750 Penalty: 2320.647217
	Iteration 57Q: 3 clusters Score -102913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102923.945312 Penalty: 2320.647217
	Iteration 58Q: 3 clusters Score -102923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102931.257812 Penalty: 2320.647217
	Iteration 59Q: 3 clusters Score -102931.3 nChanged 8
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: -102938.578125 Penalty: 2320.647217
	Iteration 60F: 3 clusters Score -102938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102945.421875 Penalty: 2320.647217
	Iteration 61Q: 3 clusters Score -102945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102948.781250 Penalty: 2320.647217
	Iteration 62Q: 3 clusters Score -102948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102951.226562 Penalty: 2320.647217
	Iteration 63Q: 3 clusters Score -102951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102952.445312 Penalty: 2320.647217
	Iteration 64Q: 3 clusters Score -102952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102952.445312 Penalty: 2320.647217
	Iteration 65F: 3 clusters Score -102952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -47724.792969 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -47724.79 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 289 members 
Entering Unmasked Estep 
Score: -46584.625000 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -46584.62 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46783.804688 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -46783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46823.578125 Penalty: 2077.916992
	Iteration 2Q: 3 clusters Score -46823.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46843.097656 Penalty: 2077.916992
	Iteration 3Q: 3 clusters Score -46843.1 nChanged 10
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: -46853.226562 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -46853.23 nChanged 0
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: -46853.226562 Penalty: 2077.916992
	Iteration 5F: 3 clusters Score -46853.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 173358 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 73955 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 12039 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 130252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 36795 members 
Mstep: Class 29 contains 7105 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76317720.000000 Penalty: 73493.570312
Iteration 119Q: 34 clusters Score -7.631772e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18213 members 
Mstep: Class 3 contains 23686 members 
Mstep: Class 4 contains 173363 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 101975 members 
Mstep: Class 7 contains 30024 members 
Mstep: Class 8 contains 15405 members 
Mstep: Class 9 contains 82852 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 74065 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5920 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 130619 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 9961 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10713 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 36852 members 
Mstep: Class 29 contains 7136 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 73957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318144.000000 Penalty: 73493.570312
Iteration 120F: 34 clusters Score -7.631814e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18195 members 
Mstep: Class 3 contains 23678 members 
Mstep: Class 4 contains 173351 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 101934 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 15395 members 
Mstep: Class 9 contains 82771 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 73879 members 
Mstep: Class 12 contains 7172 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5916 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 12120 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 130370 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 9962 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10706 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 36781 members 
Mstep: Class 29 contains 7149 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 74592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318496.000000 Penalty: 73493.570312
Iteration 121Q: 34 clusters Score -7.63185e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18178 members 
Mstep: Class 3 contains 23679 members 
Mstep: Class 4 contains 173338 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 101925 members 
Mstep: Class 7 contains 30018 members 
Mstep: Class 8 contains 15388 members 
Mstep: Class 9 contains 82713 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 73725 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 12129 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 130164 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10704 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 36747 members 
Mstep: Class 29 contains 7154 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 75030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318256.000000 Penalty: 73493.570312
Iteration 122Q: 34 clusters Score -7.631826e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18163 members 
Mstep: Class 3 contains 23668 members 
Mstep: Class 4 contains 173324 members 
Mstep: Class 5 contains 5669 members 
Mstep: Class 6 contains 101923 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 82665 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 73602 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 5919 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 12142 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 130004 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10705 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 36720 members 
Mstep: Class 29 contains 7167 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 75358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318280.000000 Penalty: 73493.570312
Iteration 123Q: 34 clusters Score -7.631828e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 18151 members 
Mstep: Class 3 contains 23658 members 
Mstep: Class 4 contains 173316 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 101927 members 
Mstep: Class 7 contains 30027 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 82618 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 73515 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 12146 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 129866 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10698 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 36699 members 
Mstep: Class 29 contains 7178 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 75610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318248.000000 Penalty: 73493.570312
Iteration 124Q: 34 clusters Score -7.631825e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 23664 members 
Mstep: Class 4 contains 173308 members 
Mstep: Class 5 contains 5685 members 
Mstep: Class 6 contains 101921 members 
Mstep: Class 7 contains 30030 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 82575 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 73440 members 
Mstep: Class 12 contains 7209 members 
Mstep: Class 13 contains 28207 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 12150 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 129741 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10688 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 36674 members 
Mstep: Class 29 contains 7182 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 75836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318200.000000 Penalty: 73493.570312
Iteration 125Q: 34 clusters Score -7.63182e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 173305 members 
Mstep: Class 5 contains 5684 members 
Mstep: Class 6 contains 101916 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 82540 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 73372 members 
Mstep: Class 12 contains 7217 members 
Mstep: Class 13 contains 28206 members 
Mstep: Class 14 contains 5914 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 12154 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 129648 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10681 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 36656 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318168.000000 Penalty: 73493.570312
Iteration 126Q: 34 clusters Score -7.631817e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 23678 members 
Mstep: Class 4 contains 173302 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 101920 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 73319 members 
Mstep: Class 12 contains 7223 members 
Mstep: Class 13 contains 28206 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 12152 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 129551 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10673 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 1116 members 
Mstep: Class 28 contains 36650 members 
Mstep: Class 29 contains 7197 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318344.000000 Penalty: 73493.570312
Iteration 127Q: 34 clusters Score -7.631834e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18133 members 
Mstep: Class 3 contains 23681 members 
Mstep: Class 4 contains 173304 members 
Mstep: Class 5 contains 5678 members 
Mstep: Class 6 contains 101922 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 82492 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 73291 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 5928 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 12152 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 129450 members 
Mstep: Class 22 contains 6606 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10666 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 1120 members 
Mstep: Class 28 contains 36647 members 
Mstep: Class 29 contains 7204 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318400.000000 Penalty: 73493.570312
Iteration 128Q: 34 clusters Score -7.63184e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18130 members 
Mstep: Class 3 contains 23681 members 
Mstep: Class 4 contains 173300 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 101918 members 
Mstep: Class 7 contains 30033 members 
Mstep: Class 8 contains 15374 members 
Mstep: Class 9 contains 82470 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 73257 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 28206 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11024 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 129387 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 9958 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10666 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 1121 members 
Mstep: Class 28 contains 36640 members 
Mstep: Class 29 contains 7208 members 
Mstep: Class 30 contains 1955 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318416.000000 Penalty: 73493.570312
Iteration 129Q: 34 clusters Score -7.631842e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 23677 members 
Mstep: Class 4 contains 173295 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 101921 members 
Mstep: Class 7 contains 30034 members 
Mstep: Class 8 contains 15369 members 
Mstep: Class 9 contains 82453 members 
Mstep: Class 10 contains 1978 members 
Mstep: Class 11 contains 73230 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 28209 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 12156 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 129339 members 
Mstep: Class 22 contains 6601 members 
Mstep: Class 23 contains 9955 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 36629 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318464.000000 Penalty: 73493.570312
Iteration 130Q: 34 clusters Score -7.631846e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18125 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 173289 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 101917 members 
Mstep: Class 7 contains 30035 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 82434 members 
Mstep: Class 10 contains 1978 members 
Mstep: Class 11 contains 73196 members 
Mstep: Class 12 contains 7248 members 
Mstep: Class 13 contains 28211 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 12157 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 129290 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 9953 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10660 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 36620 members 
Mstep: Class 29 contains 7223 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318440.000000 Penalty: 73493.570312
Iteration 131Q: 34 clusters Score -7.631844e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18122 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 173283 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30036 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 82413 members 
Mstep: Class 10 contains 1977 members 
Mstep: Class 11 contains 73173 members 
Mstep: Class 12 contains 7252 members 
Mstep: Class 13 contains 28211 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 129256 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 9953 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10659 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 36617 members 
Mstep: Class 29 contains 7230 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318504.000000 Penalty: 73493.570312
Iteration 132Q: 34 clusters Score -7.63185e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 18123 members 
Mstep: Class 3 contains 23679 members 
Mstep: Class 4 contains 173281 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 101917 members 
Mstep: Class 7 contains 30036 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 82395 members 
Mstep: Class 10 contains 1975 members 
Mstep: Class 11 contains 73159 members 
Mstep: Class 12 contains 7252 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 12157 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 129211 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 9953 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10657 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 36617 members 
Mstep: Class 29 contains 7235 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318504.000000 Penalty: 73493.570312
Iteration 133Q: 34 clusters Score -7.63185e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 18122 members 
Mstep: Class 3 contains 23677 members 
Mstep: Class 4 contains 173281 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 101925 members 
Mstep: Class 7 contains 30036 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 82384 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 73133 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 129190 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 9952 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10652 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 36612 members 
Mstep: Class 29 contains 7245 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318408.000000 Penalty: 73493.570312
Iteration 134Q: 34 clusters Score -7.631841e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18122 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 173273 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 101929 members 
Mstep: Class 7 contains 30037 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 82370 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 73117 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4393 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 129159 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 9952 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36605 members 
Mstep: Class 29 contains 7250 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318312.000000 Penalty: 73493.570312
Iteration 135Q: 34 clusters Score -7.631831e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18120 members 
Mstep: Class 3 contains 23668 members 
Mstep: Class 4 contains 173269 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 101931 members 
Mstep: Class 7 contains 30038 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 82360 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 73103 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11024 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 129129 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 36599 members 
Mstep: Class 29 contains 7255 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1264 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318408.000000 Penalty: 73493.570312
Iteration 136Q: 34 clusters Score -7.631841e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 23666 members 
Mstep: Class 4 contains 173268 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 101929 members 
Mstep: Class 7 contains 30038 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 82346 members 
Mstep: Class 10 contains 1971 members 
Mstep: Class 11 contains 73094 members 
Mstep: Class 12 contains 7258 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 129097 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36601 members 
Mstep: Class 29 contains 7258 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318400.000000 Penalty: 73493.570312
Iteration 137Q: 34 clusters Score -7.63184e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 173263 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 30038 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 82344 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 73078 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11032 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4442 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 129056 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36597 members 
Mstep: Class 29 contains 7263 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318424.000000 Penalty: 73493.570312
Iteration 138Q: 34 clusters Score -7.631842e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18117 members 
Mstep: Class 3 contains 23655 members 
Mstep: Class 4 contains 173259 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 101932 members 
Mstep: Class 7 contains 30038 members 
Mstep: Class 8 contains 15389 members 
Mstep: Class 9 contains 82331 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 129032 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 9951 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10646 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36594 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318336.000000 Penalty: 73493.570312
Iteration 139Q: 34 clusters Score -7.631834e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18116 members 
Mstep: Class 3 contains 23657 members 
Mstep: Class 4 contains 173258 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 101931 members 
Mstep: Class 7 contains 30038 members 
Mstep: Class 8 contains 15388 members 
Mstep: Class 9 contains 82327 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 73038 members 
Mstep: Class 12 contains 7266 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 129014 members 
Mstep: Class 22 contains 6589 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10646 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36591 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318328.000000 Penalty: 73493.570312
Iteration 140F: 34 clusters Score -7.631833e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18115 members 
Mstep: Class 3 contains 23657 members 
Mstep: Class 4 contains 173255 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30039 members 
Mstep: Class 8 contains 15384 members 
Mstep: Class 9 contains 82319 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 73021 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 128998 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10646 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36587 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 76963 members 
Entering Unmasked Estep 
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Score: -76318280.000000 Penalty: 73493.570312
Iteration 141Q: 34 clusters Score -7.631828e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18114 members 
Mstep: Class 3 contains 23656 members 
Mstep: Class 4 contains 173254 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101929 members 
Mstep: Class 7 contains 30042 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 82313 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 73001 members 
Mstep: Class 12 contains 7278 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4466 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128971 members 
Mstep: Class 22 contains 6582 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36583 members 
Mstep: Class 29 contains 7270 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77010 members 
Entering Unmasked Estep 
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Iteration 142Q: 34 clusters Score -7.631839e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18113 members 
Mstep: Class 3 contains 23660 members 
Mstep: Class 4 contains 173252 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101932 members 
Mstep: Class 7 contains 30044 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 82302 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 72989 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11038 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 4466 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 128950 members 
Mstep: Class 22 contains 6579 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36581 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77050 members 
Entering Unmasked Estep 
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Iteration 143Q: 34 clusters Score -7.631853e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18111 members 
Mstep: Class 3 contains 23657 members 
Mstep: Class 4 contains 173252 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101935 members 
Mstep: Class 7 contains 30045 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 82285 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72979 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11039 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4466 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128933 members 
Mstep: Class 22 contains 6578 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36580 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77098 members 
Entering Unmasked Estep 
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Iteration 144Q: 34 clusters Score -7.631861e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18109 members 
Mstep: Class 3 contains 23654 members 
Mstep: Class 4 contains 173253 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101936 members 
Mstep: Class 7 contains 30045 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 82277 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72974 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11040 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128915 members 
Mstep: Class 22 contains 6579 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10644 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36578 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318488.000000 Penalty: 73493.570312
Iteration 145Q: 34 clusters Score -7.631849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23651 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101936 members 
Mstep: Class 7 contains 30046 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 82275 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72966 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11044 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 128901 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10643 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36573 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 146Q: 34 clusters Score -7.631852e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23651 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101935 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 82268 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72964 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11046 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 128886 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10641 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36569 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318504.000000 Penalty: 73493.570312
Iteration 147Q: 34 clusters Score -7.63185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23648 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101938 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 82264 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72964 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 128874 members 
Mstep: Class 22 contains 6586 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10641 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36568 members 
Mstep: Class 29 contains 7269 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318488.000000 Penalty: 73493.570312
Iteration 148Q: 34 clusters Score -7.631849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23647 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101939 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 82266 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72957 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 128866 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10642 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7271 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318488.000000 Penalty: 73493.570312
Iteration 149Q: 34 clusters Score -7.631849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101937 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15367 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72951 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 128866 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10642 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 150Q: 34 clusters Score -7.631852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18108 members 
Mstep: Class 3 contains 23644 members 
Mstep: Class 4 contains 173251 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 101935 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15365 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72951 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 128857 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10642 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 151Q: 34 clusters Score -7.631856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18107 members 
Mstep: Class 3 contains 23644 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101935 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72951 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128850 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10641 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318544.000000 Penalty: 73493.570312
Iteration 152Q: 34 clusters Score -7.631854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18106 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101932 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72949 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128840 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 153Q: 34 clusters Score -7.631852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18104 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 173251 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101931 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72948 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128832 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318544.000000 Penalty: 73493.570312
Iteration 154Q: 34 clusters Score -7.631854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18102 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101933 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 82264 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72945 members 
Mstep: Class 12 contains 7309 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128827 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 155Q: 34 clusters Score -7.631856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18100 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101934 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 82265 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72943 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128818 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318512.000000 Penalty: 73493.570312
Iteration 156Q: 34 clusters Score -7.631851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18100 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101934 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 82264 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7313 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11047 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128805 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318480.000000 Penalty: 73493.570312
Iteration 157Q: 34 clusters Score -7.631848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18100 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101931 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 82262 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7318 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11048 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128797 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36565 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318496.000000 Penalty: 73493.570312
Iteration 158Q: 34 clusters Score -7.63185e+07 nChanged 20
Entering ConstructFrom: 
Score: -76318496.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -239720.531250 Penalty: 1298.193359
	Iteration 0F: 2 clusters Score -239720.5 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 1444 members 
Entering Unmasked Estep 
Score: -236974.937500 Penalty: 2596.386719
	Iteration 0F: 3 clusters Score -236974.9 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237671.953125 Penalty: 2596.386719
	Iteration 1F: 3 clusters Score -237672 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -237940.078125 Penalty: 2596.386719
	Iteration 2F: 3 clusters Score -237940.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -238175.437500 Penalty: 2596.386719
	Iteration 3F: 3 clusters Score -238175.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -238428.281250 Penalty: 2596.386719
	Iteration 4F: 3 clusters Score -238428.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -238755.890625 Penalty: 2596.386719
	Iteration 5F: 3 clusters Score -238755.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -239084.265625 Penalty: 2596.386719
	Iteration 6F: 3 clusters Score -239084.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -239328.843750 Penalty: 2596.386719
	Iteration 7F: 3 clusters Score -239328.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -239479.328125 Penalty: 2596.386719
	Iteration 8Q: 3 clusters Score -239479.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -239538.984375 Penalty: 2596.386719
	Iteration 9Q: 3 clusters Score -239539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -239555.296875 Penalty: 2596.386719
	Iteration 10Q: 3 clusters Score -239555.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -239564.125000 Penalty: 2596.386719
	Iteration 11Q: 3 clusters Score -239564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -239567.671875 Penalty: 2596.386719
	Iteration 12Q: 3 clusters Score -239567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -239569.203125 Penalty: 2596.386719
	Iteration 13Q: 3 clusters Score -239569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -239570.468750 Penalty: 2596.386719
	Iteration 14Q: 3 clusters Score -239570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239570.984375 Penalty: 2596.386719
	Iteration 15Q: 3 clusters Score -239571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239570.984375 Penalty: 2596.386719
	Iteration 16F: 3 clusters Score -239571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Entering Unmasked Estep 
Score: -1567365.750000 Penalty: 1593.086914
	Iteration 0F: 2 clusters Score -1567366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1554956.000000 Penalty: 3186.173828
	Iteration 0F: 3 clusters Score -1554956 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1559238.750000 Penalty: 3186.173828
	Iteration 1F: 3 clusters Score -1559239 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1559517.000000 Penalty: 3186.173828
	Iteration 2Q: 3 clusters Score -1559517 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1559789.875000 Penalty: 3186.173828
	Iteration 3Q: 3 clusters Score -1559790 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1560061.750000 Penalty: 3186.173828
	Iteration 4Q: 3 clusters Score -1560062 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1560374.625000 Penalty: 3186.173828
	Iteration 5Q: 3 clusters Score -1560375 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1560719.250000 Penalty: 3186.173828
	Iteration 6Q: 3 clusters Score -1560719 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1561088.625000 Penalty: 3186.173828
	Iteration 7Q: 3 clusters Score -1561089 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1561512.500000 Penalty: 3186.173828
	Iteration 8Q: 3 clusters Score -1561512 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1561993.250000 Penalty: 3186.173828
	Iteration 9F: 3 clusters Score -1561993 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1562506.375000 Penalty: 3186.173828
	Iteration 10F: 3 clusters Score -1562506 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1562964.125000 Penalty: 3186.173828
	Iteration 11Q: 3 clusters Score -1562964 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1563376.125000 Penalty: 3186.173828
	Iteration 12Q: 3 clusters Score -1563376 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1563691.500000 Penalty: 3186.173828
	Iteration 13Q: 3 clusters Score -1563692 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1564001.375000 Penalty: 3186.173828
	Iteration 14Q: 3 clusters Score -1564001 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1564285.750000 Penalty: 3186.173828
	Iteration 15Q: 3 clusters Score -1564286 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1564556.000000 Penalty: 3186.173828
	Iteration 16Q: 3 clusters Score -1564556 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1564786.375000 Penalty: 3186.173828
	Iteration 17Q: 3 clusters Score -1564786 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1564995.125000 Penalty: 3186.173828
	Iteration 18Q: 3 clusters Score -1564995 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1565203.250000 Penalty: 3186.173828
	Iteration 19Q: 3 clusters Score -1565203 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1565399.375000 Penalty: 3186.173828
	Iteration 20F: 3 clusters Score -1565399 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1565539.125000 Penalty: 3186.173828
	Iteration 21Q: 3 clusters Score -1565539 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1565654.750000 Penalty: 3186.173828
	Iteration 22Q: 3 clusters Score -1565655 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1565734.750000 Penalty: 3186.173828
	Iteration 23Q: 3 clusters Score -1565735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1565796.125000 Penalty: 3186.173828
	Iteration 24Q: 3 clusters Score -1565796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1565835.125000 Penalty: 3186.173828
	Iteration 25Q: 3 clusters Score -1565835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1565873.625000 Penalty: 3186.173828
	Iteration 26Q: 3 clusters Score -1565874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1565901.750000 Penalty: 3186.173828
	Iteration 27Q: 3 clusters Score -1565902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1565924.750000 Penalty: 3186.173828
	Iteration 28Q: 3 clusters Score -1565925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1565946.250000 Penalty: 3186.173828
	Iteration 29Q: 3 clusters Score -1565946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1565962.625000 Penalty: 3186.173828
	Iteration 30Q: 3 clusters Score -1565963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1565968.250000 Penalty: 3186.173828
	Iteration 31Q: 3 clusters Score -1565968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1565978.000000 Penalty: 3186.173828
	Iteration 32Q: 3 clusters Score -1565978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1565991.000000 Penalty: 3186.173828
	Iteration 33Q: 3 clusters Score -1565991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1566006.750000 Penalty: 3186.173828
	Iteration 34Q: 3 clusters Score -1566007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1566014.250000 Penalty: 3186.173828
	Iteration 35Q: 3 clusters Score -1566014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1566023.375000 Penalty: 3186.173828
	Iteration 36Q: 3 clusters Score -1566023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1566031.250000 Penalty: 3186.173828
	Iteration 37Q: 3 clusters Score -1566031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1566035.375000 Penalty: 3186.173828
	Iteration 38Q: 3 clusters Score -1566035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1566042.750000 Penalty: 3186.173828
	Iteration 39Q: 3 clusters Score -1566043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1566048.875000 Penalty: 3186.173828
	Iteration 40F: 3 clusters Score -1566049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1566052.500000 Penalty: 3186.173828
	Iteration 41Q: 3 clusters Score -1566052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1566055.000000 Penalty: 3186.173828
	Iteration 42Q: 3 clusters Score -1566055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1566057.125000 Penalty: 3186.173828
	Iteration 43Q: 3 clusters Score -1566057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1566055.875000 Penalty: 3186.173828
	Iteration 44Q: 3 clusters Score -1566056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1566055.875000 Penalty: 3186.173828
	Iteration 45F: 3 clusters Score -1566056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Entering Unmasked Estep 
Score: -1858359.750000 Penalty: 1636.529297
	Iteration 0F: 2 clusters Score -1858360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1842281.750000 Penalty: 3273.058594
	Iteration 0F: 3 clusters Score -1842282 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1848497.250000 Penalty: 3273.058594
	Iteration 1F: 3 clusters Score -1848497 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1849071.375000 Penalty: 3273.058594
	Iteration 2F: 3 clusters Score -1849071 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1849682.125000 Penalty: 3273.058594
	Iteration 3F: 3 clusters Score -1849682 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1850277.000000 Penalty: 3273.058594
	Iteration 4F: 3 clusters Score -1850277 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1850863.750000 Penalty: 3273.058594
	Iteration 5F: 3 clusters Score -1850864 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1851469.625000 Penalty: 3273.058594
	Iteration 6F: 3 clusters Score -1851470 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1852066.625000 Penalty: 3273.058594
	Iteration 7Q: 3 clusters Score -1852067 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1852673.125000 Penalty: 3273.058594
	Iteration 8Q: 3 clusters Score -1852673 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1853227.750000 Penalty: 3273.058594
	Iteration 9Q: 3 clusters Score -1853228 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1853760.000000 Penalty: 3273.058594
	Iteration 10Q: 3 clusters Score -1853760 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1854233.625000 Penalty: 3273.058594
	Iteration 11Q: 3 clusters Score -1854234 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1854638.625000 Penalty: 3273.058594
	Iteration 12Q: 3 clusters Score -1854639 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1854979.875000 Penalty: 3273.058594
	Iteration 13Q: 3 clusters Score -1854980 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1855259.750000 Penalty: 3273.058594
	Iteration 14Q: 3 clusters Score -1855260 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1855487.125000 Penalty: 3273.058594
	Iteration 15Q: 3 clusters Score -1855487 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1855700.250000 Penalty: 3273.058594
	Iteration 16Q: 3 clusters Score -1855700 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1855882.750000 Penalty: 3273.058594
	Iteration 17Q: 3 clusters Score -1855883 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1856037.500000 Penalty: 3273.058594
	Iteration 18Q: 3 clusters Score -1856038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1856198.125000 Penalty: 3273.058594
	Iteration 19Q: 3 clusters Score -1856198 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1856355.125000 Penalty: 3273.058594
	Iteration 20F: 3 clusters Score -1856355 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1856462.000000 Penalty: 3273.058594
	Iteration 21Q: 3 clusters Score -1856462 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1856565.125000 Penalty: 3273.058594
	Iteration 22Q: 3 clusters Score -1856565 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1856647.500000 Penalty: 3273.058594
	Iteration 23Q: 3 clusters Score -1856648 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1856740.375000 Penalty: 3273.058594
	Iteration 24Q: 3 clusters Score -1856740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1856808.000000 Penalty: 3273.058594
	Iteration 25Q: 3 clusters Score -1856808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1856870.375000 Penalty: 3273.058594
	Iteration 26Q: 3 clusters Score -1856870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1856941.875000 Penalty: 3273.058594
	Iteration 27Q: 3 clusters Score -1856942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1856987.375000 Penalty: 3273.058594
	Iteration 28Q: 3 clusters Score -1856987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1857017.000000 Penalty: 3273.058594
	Iteration 29Q: 3 clusters Score -1857017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1857032.250000 Penalty: 3273.058594
	Iteration 30Q: 3 clusters Score -1857032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1857051.625000 Penalty: 3273.058594
	Iteration 31Q: 3 clusters Score -1857052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1857063.375000 Penalty: 3273.058594
	Iteration 32Q: 3 clusters Score -1857063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1857075.625000 Penalty: 3273.058594
	Iteration 33Q: 3 clusters Score -1857076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1857086.375000 Penalty: 3273.058594
	Iteration 34Q: 3 clusters Score -1857086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1857097.125000 Penalty: 3273.058594
	Iteration 35Q: 3 clusters Score -1857097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1857107.500000 Penalty: 3273.058594
	Iteration 36Q: 3 clusters Score -1857108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1857113.125000 Penalty: 3273.058594
	Iteration 37Q: 3 clusters Score -1857113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1857120.500000 Penalty: 3273.058594
	Iteration 38Q: 3 clusters Score -1857120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1857122.375000 Penalty: 3273.058594
	Iteration 39Q: 3 clusters Score -1857122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1857128.125000 Penalty: 3273.058594
	Iteration 40F: 3 clusters Score -1857128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1857128.625000 Penalty: 3273.058594
	Iteration 41Q: 3 clusters Score -1857129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1857136.875000 Penalty: 3273.058594
	Iteration 42Q: 3 clusters Score -1857137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1857140.625000 Penalty: 3273.058594
	Iteration 43Q: 3 clusters Score -1857141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1857141.000000 Penalty: 3273.058594
	Iteration 44Q: 3 clusters Score -1857141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1857144.125000 Penalty: 3273.058594
	Iteration 45Q: 3 clusters Score -1857144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1857142.000000 Penalty: 3273.058594
	Iteration 46Q: 3 clusters Score -1857142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1857145.375000 Penalty: 3273.058594
	Iteration 47Q: 3 clusters Score -1857145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1857146.375000 Penalty: 3273.058594
	Iteration 48Q: 3 clusters Score -1857146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1857148.250000 Penalty: 3273.058594
	Iteration 49Q: 3 clusters Score -1857148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1857152.625000 Penalty: 3273.058594
	Iteration 50Q: 3 clusters Score -1857153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1857155.750000 Penalty: 3273.058594
	Iteration 51Q: 3 clusters Score -1857156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1857156.875000 Penalty: 3273.058594
	Iteration 52Q: 3 clusters Score -1857157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1857156.875000 Penalty: 3273.058594
	Iteration 53F: 3 clusters Score -1857157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173249 members 
Entering Unmasked Estep 
Score: -15773187.000000 Penalty: 1960.153809
	Iteration 0F: 2 clusters Score -1.577319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -15656717.000000 Penalty: 3920.307617
	Iteration 0F: 3 clusters Score -1.565672e+07 nChanged 83793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -15707569.000000 Penalty: 3920.307617
	Iteration 1F: 3 clusters Score -1.570757e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -15710219.000000 Penalty: 3920.307617
	Iteration 2Q: 3 clusters Score -1.571022e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -15715485.000000 Penalty: 3920.307617
	Iteration 3F: 3 clusters Score -1.571548e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -15725215.000000 Penalty: 3920.307617
	Iteration 4F: 3 clusters Score -1.572522e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 139663 members 
Entering Unmasked Estep 
Score: -15739284.000000 Penalty: 3920.307617
	Iteration 5F: 3 clusters Score -1.573928e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -15753859.000000 Penalty: 3920.307617
	Iteration 6F: 3 clusters Score -1.575386e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -15763557.000000 Penalty: 3920.307617
	Iteration 7F: 3 clusters Score -1.576356e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -15768073.000000 Penalty: 3920.307617
	Iteration 8Q: 3 clusters Score -1.576807e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -15770073.000000 Penalty: 3920.307617
	Iteration 9Q: 3 clusters Score -1.577007e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -15770869.000000 Penalty: 3920.307617
	Iteration 10Q: 3 clusters Score -1.577087e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 172794 members 
Entering Unmasked Estep 
Score: -15771152.000000 Penalty: 3920.307617
	Iteration 11Q: 3 clusters Score -1.577115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -15771291.000000 Penalty: 3920.307617
	Iteration 12Q: 3 clusters Score -1.577129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -15771328.000000 Penalty: 3920.307617
	Iteration 13Q: 3 clusters Score -1.577133e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -15771383.000000 Penalty: 3920.307617
	Iteration 14Q: 3 clusters Score -1.577138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -15771428.000000 Penalty: 3920.307617
	Iteration 15Q: 3 clusters Score -1.577143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 172963 members 
Entering Unmasked Estep 
Score: -15771432.000000 Penalty: 3920.307617
	Iteration 16Q: 3 clusters Score -1.577143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -15771477.000000 Penalty: 3920.307617
	Iteration 17Q: 3 clusters Score -1.577148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -15771518.000000 Penalty: 3920.307617
	Iteration 18Q: 3 clusters Score -1.577152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -15771540.000000 Penalty: 3920.307617
	Iteration 19Q: 3 clusters Score -1.577154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 172983 members 
Entering Unmasked Estep 
Score: -15771541.000000 Penalty: 3920.307617
	Iteration 20F: 3 clusters Score -1.577154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 172983 members 
Entering Unmasked Estep 
Score: -15771544.000000 Penalty: 3920.307617
	Iteration 21Q: 3 clusters Score -1.577154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 172981 members 
Entering Unmasked Estep 
Score: -15771555.000000 Penalty: 3920.307617
	Iteration 22Q: 3 clusters Score -1.577156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -15771558.000000 Penalty: 3920.307617
	Iteration 23Q: 3 clusters Score -1.577156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -15771558.000000 Penalty: 3920.307617
	Iteration 24F: 3 clusters Score -1.577156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -469778.312500 Penalty: 1404.478516
	Iteration 0F: 2 clusters Score -469778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -465448.718750 Penalty: 2808.957031
	Iteration 0F: 3 clusters Score -465448.7 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -467013.968750 Penalty: 2808.957031
	Iteration 1F: 3 clusters Score -467014 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -467391.062500 Penalty: 2808.957031
	Iteration 2F: 3 clusters Score -467391.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -467743.468750 Penalty: 2808.957031
	Iteration 3F: 3 clusters Score -467743.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -468064.281250 Penalty: 2808.957031
	Iteration 4F: 3 clusters Score -468064.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -468353.906250 Penalty: 2808.957031
	Iteration 5F: 3 clusters Score -468353.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -468537.656250 Penalty: 2808.957031
	Iteration 6Q: 3 clusters Score -468537.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -468648.343750 Penalty: 2808.957031
	Iteration 7Q: 3 clusters Score -468648.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -468733.437500 Penalty: 2808.957031
	Iteration 8Q: 3 clusters Score -468733.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -468780.750000 Penalty: 2808.957031
	Iteration 9Q: 3 clusters Score -468780.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -468820.656250 Penalty: 2808.957031
	Iteration 10Q: 3 clusters Score -468820.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -468858.687500 Penalty: 2808.957031
	Iteration 11Q: 3 clusters Score -468858.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -468896.218750 Penalty: 2808.957031
	Iteration 12Q: 3 clusters Score -468896.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -468925.562500 Penalty: 2808.957031
	Iteration 13Q: 3 clusters Score -468925.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -468953.031250 Penalty: 2808.957031
	Iteration 14Q: 3 clusters Score -468953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -468970.187500 Penalty: 2808.957031
	Iteration 15Q: 3 clusters Score -468970.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -468984.812500 Penalty: 2808.957031
	Iteration 16Q: 3 clusters Score -468984.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -468995.437500 Penalty: 2808.957031
	Iteration 17Q: 3 clusters Score -468995.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -469006.375000 Penalty: 2808.957031
	Iteration 18Q: 3 clusters Score -469006.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -469017.031250 Penalty: 2808.957031
	Iteration 19Q: 3 clusters Score -469017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -469027.656250 Penalty: 2808.957031
	Iteration 20F: 3 clusters Score -469027.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -469039.781250 Penalty: 2808.957031
	Iteration 21Q: 3 clusters Score -469039.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -469058.656250 Penalty: 2808.957031
	Iteration 22Q: 3 clusters Score -469058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -469075.718750 Penalty: 2808.957031
	Iteration 23Q: 3 clusters Score -469075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -469090.000000 Penalty: 2808.957031
	Iteration 24Q: 3 clusters Score -469090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -469103.531250 Penalty: 2808.957031
	Iteration 25Q: 3 clusters Score -469103.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -469112.062500 Penalty: 2808.957031
	Iteration 26Q: 3 clusters Score -469112.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -469121.593750 Penalty: 2808.957031
	Iteration 27Q: 3 clusters Score -469121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -469130.437500 Penalty: 2808.957031
	Iteration 28Q: 3 clusters Score -469130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -469140.562500 Penalty: 2808.957031
	Iteration 29Q: 3 clusters Score -469140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -469146.781250 Penalty: 2808.957031
	Iteration 30Q: 3 clusters Score -469146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -469149.656250 Penalty: 2808.957031
	Iteration 31Q: 3 clusters Score -469149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -469154.812500 Penalty: 2808.957031
	Iteration 32Q: 3 clusters Score -469154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -469158.562500 Penalty: 2808.957031
	Iteration 33Q: 3 clusters Score -469158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -469161.468750 Penalty: 2808.957031
	Iteration 34Q: 3 clusters Score -469161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -469165.281250 Penalty: 2808.957031
	Iteration 35Q: 3 clusters Score -469165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -469168.062500 Penalty: 2808.957031
	Iteration 36Q: 3 clusters Score -469168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -469172.031250 Penalty: 2808.957031
	Iteration 37Q: 3 clusters Score -469172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -469179.781250 Penalty: 2808.957031
	Iteration 38Q: 3 clusters Score -469179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -469190.906250 Penalty: 2808.957031
	Iteration 39Q: 3 clusters Score -469190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -469199.968750 Penalty: 2808.957031
	Iteration 40F: 3 clusters Score -469200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -469203.406250 Penalty: 2808.957031
	Iteration 41Q: 3 clusters Score -469203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -469204.968750 Penalty: 2808.957031
	Iteration 42Q: 3 clusters Score -469205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -469205.375000 Penalty: 2808.957031
	Iteration 43Q: 3 clusters Score -469205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -469210.593750 Penalty: 2808.957031
	Iteration 44Q: 3 clusters Score -469210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -469213.875000 Penalty: 2808.957031
	Iteration 45Q: 3 clusters Score -469213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -469214.750000 Penalty: 2808.957031
	Iteration 46Q: 3 clusters Score -469214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -469215.906250 Penalty: 2808.957031
	Iteration 47Q: 3 clusters Score -469215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -469216.656250 Penalty: 2808.957031
	Iteration 48Q: 3 clusters Score -469216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -469216.875000 Penalty: 2808.957031
	Iteration 49Q: 3 clusters Score -469216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -469216.875000 Penalty: 2808.957031
	Iteration 50F: 3 clusters Score -469216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Entering Unmasked Estep 
Score: -9135730.000000 Penalty: 1873.953491
	Iteration 0F: 2 clusters Score -9135730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9067544.000000 Penalty: 3747.906982
	Iteration 0F: 3 clusters Score -9067544 nChanged 48844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -9095104.000000 Penalty: 3747.906982
	Iteration 1F: 3 clusters Score -9095104 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -9095565.000000 Penalty: 3747.906982
	Iteration 2Q: 3 clusters Score -9095565 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -9096178.000000 Penalty: 3747.906982
	Iteration 3Q: 3 clusters Score -9096178 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -9096831.000000 Penalty: 3747.906982
	Iteration 4Q: 3 clusters Score -9096831 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -9097651.000000 Penalty: 3747.906982
	Iteration 5Q: 3 clusters Score -9097651 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -9098787.000000 Penalty: 3747.906982
	Iteration 6Q: 3 clusters Score -9098787 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -9100401.000000 Penalty: 3747.906982
	Iteration 7Q: 3 clusters Score -9100401 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -9102990.000000 Penalty: 3747.906982
	Iteration 8Q: 3 clusters Score -9102990 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9107010.000000 Penalty: 3747.906982
	Iteration 9F: 3 clusters Score -9107010 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -9112925.000000 Penalty: 3747.906982
	Iteration 10F: 3 clusters Score -9112925 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -9119959.000000 Penalty: 3747.906982
	Iteration 11F: 3 clusters Score -9119959 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -9126102.000000 Penalty: 3747.906982
	Iteration 12F: 3 clusters Score -9126102 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -9130075.000000 Penalty: 3747.906982
	Iteration 13Q: 3 clusters Score -9130075 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -9132176.000000 Penalty: 3747.906982
	Iteration 14Q: 3 clusters Score -9132176 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -9133171.000000 Penalty: 3747.906982
	Iteration 15Q: 3 clusters Score -9133171 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -9133609.000000 Penalty: 3747.906982
	Iteration 16Q: 3 clusters Score -9133609 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -9133818.000000 Penalty: 3747.906982
	Iteration 17Q: 3 clusters Score -9133818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -9133923.000000 Penalty: 3747.906982
	Iteration 18Q: 3 clusters Score -9133923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -9134016.000000 Penalty: 3747.906982
	Iteration 19Q: 3 clusters Score -9134016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -9134034.000000 Penalty: 3747.906982
	Iteration 20F: 3 clusters Score -9134034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -9134045.000000 Penalty: 3747.906982
	Iteration 21Q: 3 clusters Score -9134045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -9134065.000000 Penalty: 3747.906982
	Iteration 22Q: 3 clusters Score -9134065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -9134084.000000 Penalty: 3747.906982
	Iteration 23Q: 3 clusters Score -9134084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -9134088.000000 Penalty: 3747.906982
	Iteration 24Q: 3 clusters Score -9134088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -9134099.000000 Penalty: 3747.906982
	Iteration 25Q: 3 clusters Score -9134099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -9134095.000000 Penalty: 3747.906982
	Iteration 26Q: 3 clusters Score -9134095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -9134096.000000 Penalty: 3747.906982
	Iteration 27Q: 3 clusters Score -9134096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -9134096.000000 Penalty: 3747.906982
	Iteration 28F: 3 clusters Score -9134096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Entering Unmasked Estep 
Score: -2634374.250000 Penalty: 1675.459229
	Iteration 0F: 2 clusters Score -2634374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2614097.000000 Penalty: 3350.918457
	Iteration 0F: 3 clusters Score -2614097 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2621785.000000 Penalty: 3350.918457
	Iteration 1F: 3 clusters Score -2621785 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2622245.500000 Penalty: 3350.918457
	Iteration 2Q: 3 clusters Score -2622246 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2622728.750000 Penalty: 3350.918457
	Iteration 3Q: 3 clusters Score -2622729 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2623303.250000 Penalty: 3350.918457
	Iteration 4Q: 3 clusters Score -2623303 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2623972.500000 Penalty: 3350.918457
	Iteration 5F: 3 clusters Score -2623972 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2624685.750000 Penalty: 3350.918457
	Iteration 6F: 3 clusters Score -2624686 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2625570.500000 Penalty: 3350.918457
	Iteration 7F: 3 clusters Score -2625570 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2626608.750000 Penalty: 3350.918457
	Iteration 8F: 3 clusters Score -2626609 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2627671.000000 Penalty: 3350.918457
	Iteration 9F: 3 clusters Score -2627671 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2628784.000000 Penalty: 3350.918457
	Iteration 10F: 3 clusters Score -2628784 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2629970.000000 Penalty: 3350.918457
	Iteration 11Q: 3 clusters Score -2629970 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2631029.000000 Penalty: 3350.918457
	Iteration 12Q: 3 clusters Score -2631029 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2631848.750000 Penalty: 3350.918457
	Iteration 13Q: 3 clusters Score -2631849 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2632339.750000 Penalty: 3350.918457
	Iteration 14Q: 3 clusters Score -2632340 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2632581.000000 Penalty: 3350.918457
	Iteration 15Q: 3 clusters Score -2632581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2632690.500000 Penalty: 3350.918457
	Iteration 16Q: 3 clusters Score -2632690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2632743.250000 Penalty: 3350.918457
	Iteration 17Q: 3 clusters Score -2632743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2632764.250000 Penalty: 3350.918457
	Iteration 18Q: 3 clusters Score -2632764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2632795.750000 Penalty: 3350.918457
	Iteration 19Q: 3 clusters Score -2632796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2632811.500000 Penalty: 3350.918457
	Iteration 20F: 3 clusters Score -2632812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2632828.750000 Penalty: 3350.918457
	Iteration 21Q: 3 clusters Score -2632829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2632845.000000 Penalty: 3350.918457
	Iteration 22Q: 3 clusters Score -2632845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2632861.250000 Penalty: 3350.918457
	Iteration 23Q: 3 clusters Score -2632861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2632873.000000 Penalty: 3350.918457
	Iteration 24Q: 3 clusters Score -2632873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2632880.000000 Penalty: 3350.918457
	Iteration 25Q: 3 clusters Score -2632880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2632882.000000 Penalty: 3350.918457
	Iteration 26Q: 3 clusters Score -2632882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2632882.750000 Penalty: 3350.918457
	Iteration 27Q: 3 clusters Score -2632883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2632882.750000 Penalty: 3350.918457
	Iteration 28F: 3 clusters Score -2632883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Entering Unmasked Estep 
Score: -1358853.625000 Penalty: 1566.390625
	Iteration 0F: 2 clusters Score -1358854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1348264.250000 Penalty: 3132.781250
	Iteration 0F: 3 clusters Score -1348264 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1352011.750000 Penalty: 3132.781250
	Iteration 1F: 3 clusters Score -1352012 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1352337.125000 Penalty: 3132.781250
	Iteration 2F: 3 clusters Score -1352337 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1352604.625000 Penalty: 3132.781250
	Iteration 3Q: 3 clusters Score -1352605 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1352839.750000 Penalty: 3132.781250
	Iteration 4Q: 3 clusters Score -1352840 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1353060.625000 Penalty: 3132.781250
	Iteration 5Q: 3 clusters Score -1353061 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1353346.500000 Penalty: 3132.781250
	Iteration 6Q: 3 clusters Score -1353346 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1353711.375000 Penalty: 3132.781250
	Iteration 7Q: 3 clusters Score -1353711 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1354172.000000 Penalty: 3132.781250
	Iteration 8Q: 3 clusters Score -1354172 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1354650.875000 Penalty: 3132.781250
	Iteration 9Q: 3 clusters Score -1354651 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1355125.500000 Penalty: 3132.781250
	Iteration 10Q: 3 clusters Score -1355126 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1355564.250000 Penalty: 3132.781250
	Iteration 11Q: 3 clusters Score -1355564 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1355899.875000 Penalty: 3132.781250
	Iteration 12Q: 3 clusters Score -1355900 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1356142.250000 Penalty: 3132.781250
	Iteration 13Q: 3 clusters Score -1356142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1356319.875000 Penalty: 3132.781250
	Iteration 14Q: 3 clusters Score -1356320 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1356497.000000 Penalty: 3132.781250
	Iteration 15Q: 3 clusters Score -1356497 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1356704.375000 Penalty: 3132.781250
	Iteration 16Q: 3 clusters Score -1356704 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1356987.125000 Penalty: 3132.781250
	Iteration 17Q: 3 clusters Score -1356987 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1357282.125000 Penalty: 3132.781250
	Iteration 18Q: 3 clusters Score -1357282 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1357569.875000 Penalty: 3132.781250
	Iteration 19Q: 3 clusters Score -1357570 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1357807.625000 Penalty: 3132.781250
	Iteration 20F: 3 clusters Score -1357808 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1357982.250000 Penalty: 3132.781250
	Iteration 21Q: 3 clusters Score -1357982 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1358083.375000 Penalty: 3132.781250
	Iteration 22Q: 3 clusters Score -1358083 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1358160.625000 Penalty: 3132.781250
	Iteration 23Q: 3 clusters Score -1358161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1358209.625000 Penalty: 3132.781250
	Iteration 24Q: 3 clusters Score -1358210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1358249.500000 Penalty: 3132.781250
	Iteration 25Q: 3 clusters Score -1358250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1358294.250000 Penalty: 3132.781250
	Iteration 26Q: 3 clusters Score -1358294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1358325.000000 Penalty: 3132.781250
	Iteration 27Q: 3 clusters Score -1358325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1358357.500000 Penalty: 3132.781250
	Iteration 28Q: 3 clusters Score -1358358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1358384.875000 Penalty: 3132.781250
	Iteration 29Q: 3 clusters Score -1358385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1358404.625000 Penalty: 3132.781250
	Iteration 30Q: 3 clusters Score -1358405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1358431.000000 Penalty: 3132.781250
	Iteration 31Q: 3 clusters Score -1358431 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1358450.375000 Penalty: 3132.781250
	Iteration 32Q: 3 clusters Score -1358450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1358464.000000 Penalty: 3132.781250
	Iteration 33Q: 3 clusters Score -1358464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1358478.000000 Penalty: 3132.781250
	Iteration 34Q: 3 clusters Score -1358478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1358487.750000 Penalty: 3132.781250
	Iteration 35Q: 3 clusters Score -1358488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1358500.750000 Penalty: 3132.781250
	Iteration 36Q: 3 clusters Score -1358501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1358513.875000 Penalty: 3132.781250
	Iteration 37Q: 3 clusters Score -1358514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1358524.875000 Penalty: 3132.781250
	Iteration 38Q: 3 clusters Score -1358525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1358527.375000 Penalty: 3132.781250
	Iteration 39Q: 3 clusters Score -1358527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1358536.500000 Penalty: 3132.781250
	Iteration 40F: 3 clusters Score -1358536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1358541.125000 Penalty: 3132.781250
	Iteration 41Q: 3 clusters Score -1358541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1358549.500000 Penalty: 3132.781250
	Iteration 42Q: 3 clusters Score -1358550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1358552.375000 Penalty: 3132.781250
	Iteration 43Q: 3 clusters Score -1358552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1358558.125000 Penalty: 3132.781250
	Iteration 44Q: 3 clusters Score -1358558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1358559.125000 Penalty: 3132.781250
	Iteration 45Q: 3 clusters Score -1358559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1358556.500000 Penalty: 3132.781250
	Iteration 46Q: 3 clusters Score -1358556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1358555.250000 Penalty: 3132.781250
	Iteration 47Q: 3 clusters Score -1358555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1358561.125000 Penalty: 3132.781250
	Iteration 48Q: 3 clusters Score -1358561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1358560.875000 Penalty: 3132.781250
	Iteration 49Q: 3 clusters Score -1358561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1358563.125000 Penalty: 3132.781250
	Iteration 50Q: 3 clusters Score -1358563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1358565.625000 Penalty: 3132.781250
	Iteration 51Q: 3 clusters Score -1358566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1358562.500000 Penalty: 3132.781250
	Iteration 52Q: 3 clusters Score -1358562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1358562.750000 Penalty: 3132.781250
	Iteration 53Q: 3 clusters Score -1358563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1358567.500000 Penalty: 3132.781250
	Iteration 54Q: 3 clusters Score -1358568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1358569.125000 Penalty: 3132.781250
	Iteration 55Q: 3 clusters Score -1358569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1358567.875000 Penalty: 3132.781250
	Iteration 56Q: 3 clusters Score -1358568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1358568.250000 Penalty: 3132.781250
	Iteration 57Q: 3 clusters Score -1358568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1358569.000000 Penalty: 3132.781250
	Iteration 58Q: 3 clusters Score -1358569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1358569.375000 Penalty: 3132.781250
	Iteration 59Q: 3 clusters Score -1358569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1358569.875000 Penalty: 3132.781250
	Iteration 60F: 3 clusters Score -1358570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1358567.250000 Penalty: 3132.781250
	Iteration 61Q: 3 clusters Score -1358567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1358568.000000 Penalty: 3132.781250
	Iteration 62Q: 3 clusters Score -1358568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1358568.000000 Penalty: 3132.781250
	Iteration 63F: 3 clusters Score -1358568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Entering Unmasked Estep 
Score: -7221023.000000 Penalty: 1839.116577
	Iteration 0F: 2 clusters Score -7221023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7165912.500000 Penalty: 3678.233154
	Iteration 0F: 3 clusters Score -7165912 nChanged 39279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7188392.000000 Penalty: 3678.233154
	Iteration 1F: 3 clusters Score -7188392 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -7189062.000000 Penalty: 3678.233154
	Iteration 2Q: 3 clusters Score -7189062 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -7190166.000000 Penalty: 3678.233154
	Iteration 3Q: 3 clusters Score -7190166 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -7192227.500000 Penalty: 3678.233154
	Iteration 4Q: 3 clusters Score -7192228 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -7195808.000000 Penalty: 3678.233154
	Iteration 5F: 3 clusters Score -7195808 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7201532.500000 Penalty: 3678.233154
	Iteration 6F: 3 clusters Score -7201532 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -7208580.500000 Penalty: 3678.233154
	Iteration 7F: 3 clusters Score -7208580 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -7214246.000000 Penalty: 3678.233154
	Iteration 8F: 3 clusters Score -7214246 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7217136.500000 Penalty: 3678.233154
	Iteration 9Q: 3 clusters Score -7217136 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7218383.000000 Penalty: 3678.233154
	Iteration 10Q: 3 clusters Score -7218383 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7218904.000000 Penalty: 3678.233154
	Iteration 11Q: 3 clusters Score -7218904 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7219120.000000 Penalty: 3678.233154
	Iteration 12Q: 3 clusters Score -7219120 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7219256.500000 Penalty: 3678.233154
	Iteration 13Q: 3 clusters Score -7219256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7219331.500000 Penalty: 3678.233154
	Iteration 14Q: 3 clusters Score -7219332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7219379.500000 Penalty: 3678.233154
	Iteration 15Q: 3 clusters Score -7219380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7219428.500000 Penalty: 3678.233154
	Iteration 16Q: 3 clusters Score -7219428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7219448.500000 Penalty: 3678.233154
	Iteration 17Q: 3 clusters Score -7219448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7219468.000000 Penalty: 3678.233154
	Iteration 18Q: 3 clusters Score -7219468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7219467.000000 Penalty: 3678.233154
	Iteration 19Q: 3 clusters Score -7219467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7219491.000000 Penalty: 3678.233154
	Iteration 20F: 3 clusters Score -7219491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7219504.500000 Penalty: 3678.233154
	Iteration 21Q: 3 clusters Score -7219504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7219526.000000 Penalty: 3678.233154
	Iteration 22Q: 3 clusters Score -7219526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7219534.500000 Penalty: 3678.233154
	Iteration 23Q: 3 clusters Score -7219534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7219538.000000 Penalty: 3678.233154
	Iteration 24Q: 3 clusters Score -7219538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7219543.000000 Penalty: 3678.233154
	Iteration 25Q: 3 clusters Score -7219543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7219547.000000 Penalty: 3678.233154
	Iteration 26Q: 3 clusters Score -7219547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7219558.500000 Penalty: 3678.233154
	Iteration 27Q: 3 clusters Score -7219558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7219552.500000 Penalty: 3678.233154
	Iteration 28Q: 3 clusters Score -7219552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7219554.500000 Penalty: 3678.233154
	Iteration 29Q: 3 clusters Score -7219554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7219553.500000 Penalty: 3678.233154
	Iteration 30Q: 3 clusters Score -7219554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7219558.000000 Penalty: 3678.233154
	Iteration 31Q: 3 clusters Score -7219558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7219562.000000 Penalty: 3678.233154
	Iteration 32Q: 3 clusters Score -7219562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7219562.000000 Penalty: 3678.233154
	Iteration 33Q: 3 clusters Score -7219562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7219560.000000 Penalty: 3678.233154
	Iteration 34Q: 3 clusters Score -7219560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7219559.500000 Penalty: 3678.233154
	Iteration 35Q: 3 clusters Score -7219560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7219568.000000 Penalty: 3678.233154
	Iteration 36Q: 3 clusters Score -7219568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7219562.000000 Penalty: 3678.233154
	Iteration 37Q: 3 clusters Score -7219562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7219556.500000 Penalty: 3678.233154
	Iteration 38Q: 3 clusters Score -7219556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7219560.000000 Penalty: 3678.233154
	Iteration 39Q: 3 clusters Score -7219560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7219555.500000 Penalty: 3678.233154
	Iteration 40F: 3 clusters Score -7219556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7219562.000000 Penalty: 3678.233154
	Iteration 41Q: 3 clusters Score -7219562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7219565.500000 Penalty: 3678.233154
	Iteration 42Q: 3 clusters Score -7219566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7219558.500000 Penalty: 3678.233154
	Iteration 43Q: 3 clusters Score -7219558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7219564.500000 Penalty: 3678.233154
	Iteration 44Q: 3 clusters Score -7219564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7219568.000000 Penalty: 3678.233154
	Iteration 45Q: 3 clusters Score -7219568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7219567.500000 Penalty: 3678.233154
	Iteration 46Q: 3 clusters Score -7219568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7219567.000000 Penalty: 3678.233154
	Iteration 47Q: 3 clusters Score -7219567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7219572.000000 Penalty: 3678.233154
	Iteration 48Q: 3 clusters Score -7219572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7219572.000000 Penalty: 3678.233154
	Iteration 49Q: 3 clusters Score -7219572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7219572.000000 Penalty: 3678.233154
	Iteration 50F: 3 clusters Score -7219572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -134198.890625 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -134198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -132160.796875 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -132160.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -132783.125000 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -132783.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -133066.296875 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -133066.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -133300.453125 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -133300.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -133487.078125 Penalty: 2464.555420
	Iteration 4F: 3 clusters Score -133487.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -133630.937500 Penalty: 2464.555420
	Iteration 5F: 3 clusters Score -133630.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -133754.187500 Penalty: 2464.555420
	Iteration 6F: 3 clusters Score -133754.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -133877.359375 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -133877.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -133989.765625 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -133989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -134086.078125 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -134086.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -134154.546875 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -134154.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -134208.265625 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -134208.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -134267.515625 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -134267.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -134302.359375 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -134302.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -134323.875000 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -134323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -134352.421875 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -134352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -134391.656250 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -134391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -134411.453125 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -134411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -134421.562500 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -134421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -134434.593750 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -134434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -134446.765625 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -134446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -134450.750000 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -134450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -134457.078125 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -134457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -134469.750000 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -134469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -134480.781250 Penalty: 2464.555420
	Iteration 24Q: 3 clusters Score -134480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -134487.359375 Penalty: 2464.555420
	Iteration 25Q: 3 clusters Score -134487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -134489.531250 Penalty: 2464.555420
	Iteration 26Q: 3 clusters Score -134489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -134490.906250 Penalty: 2464.555420
	Iteration 27Q: 3 clusters Score -134490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -134491.453125 Penalty: 2464.555420
	Iteration 28Q: 3 clusters Score -134491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -134492.640625 Penalty: 2464.555420
	Iteration 29Q: 3 clusters Score -134492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -134492.640625 Penalty: 2464.555420
	Iteration 30F: 3 clusters Score -134492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 330 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11053 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128794 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77293 members 
Mstep: Class 34 contains 1635 members 
Entering Unmasked Estep 
Score: -76317664.000000 Penalty: 75720.648438
Splitting cluster 10 changes total score from -76318496.000000 to -76317664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (72944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Entering Unmasked Estep 
Score: -6531597.500000 Penalty: 1819.585083
	Iteration 0F: 2 clusters Score -6531598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6482853.500000 Penalty: 3639.170166
	Iteration 0F: 3 clusters Score -6482854 nChanged 34514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6503166.000000 Penalty: 3639.170166
	Iteration 1F: 3 clusters Score -6503166 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -6504355.500000 Penalty: 3639.170166
	Iteration 2Q: 3 clusters Score -6504356 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -6506435.500000 Penalty: 3639.170166
	Iteration 3F: 3 clusters Score -6506436 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -6510165.500000 Penalty: 3639.170166
	Iteration 4F: 3 clusters Score -6510166 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -6516004.000000 Penalty: 3639.170166
	Iteration 5F: 3 clusters Score -6516004 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -6522003.000000 Penalty: 3639.170166
	Iteration 6F: 3 clusters Score -6522003 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6526183.500000 Penalty: 3639.170166
	Iteration 7F: 3 clusters Score -6526184 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6528289.500000 Penalty: 3639.170166
	Iteration 8Q: 3 clusters Score -6528290 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6529194.500000 Penalty: 3639.170166
	Iteration 9Q: 3 clusters Score -6529194 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6529581.500000 Penalty: 3639.170166
	Iteration 10Q: 3 clusters Score -6529582 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6529800.000000 Penalty: 3639.170166
	Iteration 11Q: 3 clusters Score -6529800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6529912.000000 Penalty: 3639.170166
	Iteration 12Q: 3 clusters Score -6529912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6529972.500000 Penalty: 3639.170166
	Iteration 13Q: 3 clusters Score -6529972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6530022.500000 Penalty: 3639.170166
	Iteration 14Q: 3 clusters Score -6530022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6530055.000000 Penalty: 3639.170166
	Iteration 15Q: 3 clusters Score -6530055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6530077.500000 Penalty: 3639.170166
	Iteration 16Q: 3 clusters Score -6530078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6530082.000000 Penalty: 3639.170166
	Iteration 17Q: 3 clusters Score -6530082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6530090.500000 Penalty: 3639.170166
	Iteration 18Q: 3 clusters Score -6530090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6530092.500000 Penalty: 3639.170166
	Iteration 19Q: 3 clusters Score -6530092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6530104.000000 Penalty: 3639.170166
	Iteration 20F: 3 clusters Score -6530104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6530115.000000 Penalty: 3639.170166
	Iteration 21Q: 3 clusters Score -6530115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6530120.500000 Penalty: 3639.170166
	Iteration 22Q: 3 clusters Score -6530120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6530134.500000 Penalty: 3639.170166
	Iteration 23Q: 3 clusters Score -6530134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6530134.500000 Penalty: 3639.170166
	Iteration 24Q: 3 clusters Score -6530134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6530146.000000 Penalty: 3639.170166
	Iteration 25Q: 3 clusters Score -6530146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6530140.000000 Penalty: 3639.170166
	Iteration 26Q: 3 clusters Score -6530140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6530133.000000 Penalty: 3639.170166
	Iteration 27Q: 3 clusters Score -6530133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6530141.500000 Penalty: 3639.170166
	Iteration 28Q: 3 clusters Score -6530142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6530143.500000 Penalty: 3639.170166
	Iteration 29Q: 3 clusters Score -6530144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6530138.000000 Penalty: 3639.170166
	Iteration 30Q: 3 clusters Score -6530138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6530138.500000 Penalty: 3639.170166
	Iteration 31Q: 3 clusters Score -6530138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6530136.500000 Penalty: 3639.170166
	Iteration 32Q: 3 clusters Score -6530136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6530139.500000 Penalty: 3639.170166
	Iteration 33Q: 3 clusters Score -6530140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6530141.500000 Penalty: 3639.170166
	Iteration 34Q: 3 clusters Score -6530142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6530145.500000 Penalty: 3639.170166
	Iteration 35Q: 3 clusters Score -6530146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6530145.000000 Penalty: 3639.170166
	Iteration 36Q: 3 clusters Score -6530145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6530145.000000 Penalty: 3639.170166
	Iteration 37F: 3 clusters Score -6530145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -656244.812500 Penalty: 1445.984497
	Iteration 0F: 2 clusters Score -656244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -650711.312500 Penalty: 2891.968994
	Iteration 0F: 3 clusters Score -650711.3 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -652411.875000 Penalty: 2891.968994
	Iteration 1F: 3 clusters Score -652411.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -652552.562500 Penalty: 2891.968994
	Iteration 2F: 3 clusters Score -652552.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -652667.875000 Penalty: 2891.968994
	Iteration 3Q: 3 clusters Score -652667.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -652776.562500 Penalty: 2891.968994
	Iteration 4Q: 3 clusters Score -652776.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -652870.625000 Penalty: 2891.968994
	Iteration 5Q: 3 clusters Score -652870.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -652947.125000 Penalty: 2891.968994
	Iteration 6Q: 3 clusters Score -652947.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -653012.375000 Penalty: 2891.968994
	Iteration 7Q: 3 clusters Score -653012.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -653081.187500 Penalty: 2891.968994
	Iteration 8Q: 3 clusters Score -653081.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -653149.500000 Penalty: 2891.968994
	Iteration 9Q: 3 clusters Score -653149.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -653220.562500 Penalty: 2891.968994
	Iteration 10Q: 3 clusters Score -653220.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -653322.562500 Penalty: 2891.968994
	Iteration 11Q: 3 clusters Score -653322.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -653443.375000 Penalty: 2891.968994
	Iteration 12Q: 3 clusters Score -653443.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -653596.125000 Penalty: 2891.968994
	Iteration 13Q: 3 clusters Score -653596.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -653772.562500 Penalty: 2891.968994
	Iteration 14Q: 3 clusters Score -653772.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -653949.375000 Penalty: 2891.968994
	Iteration 15Q: 3 clusters Score -653949.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -654105.500000 Penalty: 2891.968994
	Iteration 16Q: 3 clusters Score -654105.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -654227.562500 Penalty: 2891.968994
	Iteration 17Q: 3 clusters Score -654227.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -654334.375000 Penalty: 2891.968994
	Iteration 18Q: 3 clusters Score -654334.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -654430.500000 Penalty: 2891.968994
	Iteration 19Q: 3 clusters Score -654430.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -654518.062500 Penalty: 2891.968994
	Iteration 20F: 3 clusters Score -654518.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -654581.000000 Penalty: 2891.968994
	Iteration 21Q: 3 clusters Score -654581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -654644.187500 Penalty: 2891.968994
	Iteration 22Q: 3 clusters Score -654644.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -654691.062500 Penalty: 2891.968994
	Iteration 23Q: 3 clusters Score -654691.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -654738.812500 Penalty: 2891.968994
	Iteration 24Q: 3 clusters Score -654738.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -654783.000000 Penalty: 2891.968994
	Iteration 25Q: 3 clusters Score -654783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -654813.562500 Penalty: 2891.968994
	Iteration 26Q: 3 clusters Score -654813.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -654848.625000 Penalty: 2891.968994
	Iteration 27Q: 3 clusters Score -654848.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -654871.812500 Penalty: 2891.968994
	Iteration 28Q: 3 clusters Score -654871.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -654889.375000 Penalty: 2891.968994
	Iteration 29Q: 3 clusters Score -654889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -654914.375000 Penalty: 2891.968994
	Iteration 30Q: 3 clusters Score -654914.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -654938.187500 Penalty: 2891.968994
	Iteration 31Q: 3 clusters Score -654938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -654955.687500 Penalty: 2891.968994
	Iteration 32Q: 3 clusters Score -654955.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -654965.625000 Penalty: 2891.968994
	Iteration 33Q: 3 clusters Score -654965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -654976.875000 Penalty: 2891.968994
	Iteration 34Q: 3 clusters Score -654976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -654981.875000 Penalty: 2891.968994
	Iteration 35Q: 3 clusters Score -654981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -654987.625000 Penalty: 2891.968994
	Iteration 36Q: 3 clusters Score -654987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -654989.437500 Penalty: 2891.968994
	Iteration 37Q: 3 clusters Score -654989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -654993.375000 Penalty: 2891.968994
	Iteration 38Q: 3 clusters Score -654993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -654996.437500 Penalty: 2891.968994
	Iteration 39Q: 3 clusters Score -654996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -654998.312500 Penalty: 2891.968994
	Iteration 40F: 3 clusters Score -654998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -654999.187500 Penalty: 2891.968994
	Iteration 41Q: 3 clusters Score -654999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -655000.687500 Penalty: 2891.968994
	Iteration 42Q: 3 clusters Score -655000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -655000.375000 Penalty: 2891.968994
	Iteration 43Q: 3 clusters Score -655000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -655000.062500 Penalty: 2891.968994
	Iteration 44Q: 3 clusters Score -655000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -655003.187500 Penalty: 2891.968994
	Iteration 45Q: 3 clusters Score -655003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -655006.062500 Penalty: 2891.968994
	Iteration 46Q: 3 clusters Score -655006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -655010.812500 Penalty: 2891.968994
	Iteration 47Q: 3 clusters Score -655010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -655012.500000 Penalty: 2891.968994
	Iteration 48Q: 3 clusters Score -655012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -655014.875000 Penalty: 2891.968994
	Iteration 49Q: 3 clusters Score -655014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -655017.625000 Penalty: 2891.968994
	Iteration 50Q: 3 clusters Score -655017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -655020.750000 Penalty: 2891.968994
	Iteration 51Q: 3 clusters Score -655020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -655020.250000 Penalty: 2891.968994
	Iteration 52Q: 3 clusters Score -655020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -655021.437500 Penalty: 2891.968994
	Iteration 53Q: 3 clusters Score -655021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -655023.875000 Penalty: 2891.968994
	Iteration 54Q: 3 clusters Score -655023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -655024.875000 Penalty: 2891.968994
	Iteration 55Q: 3 clusters Score -655024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -655026.312500 Penalty: 2891.968994
	Iteration 56Q: 3 clusters Score -655026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -655030.375000 Penalty: 2891.968994
	Iteration 57Q: 3 clusters Score -655030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -655032.562500 Penalty: 2891.968994
	Iteration 58Q: 3 clusters Score -655032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -655036.062500 Penalty: 2891.968994
	Iteration 59Q: 3 clusters Score -655036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -655035.875000 Penalty: 2891.968994
	Iteration 60F: 3 clusters Score -655035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -655036.125000 Penalty: 2891.968994
	Iteration 61Q: 3 clusters Score -655036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -655036.125000 Penalty: 2891.968994
	Iteration 62F: 3 clusters Score -655036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Entering Unmasked Estep 
Score: -2408556.750000 Penalty: 1665.207642
	Iteration 0F: 2 clusters Score -2408557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2389518.500000 Penalty: 3330.415283
	Iteration 0F: 3 clusters Score -2389518 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2396660.500000 Penalty: 3330.415283
	Iteration 1F: 3 clusters Score -2396660 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2396973.250000 Penalty: 3330.415283
	Iteration 2Q: 3 clusters Score -2396973 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2397320.750000 Penalty: 3330.415283
	Iteration 3Q: 3 clusters Score -2397321 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2397679.250000 Penalty: 3330.415283
	Iteration 4Q: 3 clusters Score -2397679 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2398128.250000 Penalty: 3330.415283
	Iteration 5Q: 3 clusters Score -2398128 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2398658.000000 Penalty: 3330.415283
	Iteration 6Q: 3 clusters Score -2398658 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2399315.750000 Penalty: 3330.415283
	Iteration 7F: 3 clusters Score -2399316 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2400104.250000 Penalty: 3330.415283
	Iteration 8F: 3 clusters Score -2400104 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2400933.750000 Penalty: 3330.415283
	Iteration 9F: 3 clusters Score -2400934 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2401773.250000 Penalty: 3330.415283
	Iteration 10F: 3 clusters Score -2401773 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2402583.000000 Penalty: 3330.415283
	Iteration 11Q: 3 clusters Score -2402583 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2403340.250000 Penalty: 3330.415283
	Iteration 12Q: 3 clusters Score -2403340 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2404129.500000 Penalty: 3330.415283
	Iteration 13Q: 3 clusters Score -2404130 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2404898.750000 Penalty: 3330.415283
	Iteration 14Q: 3 clusters Score -2404899 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2405618.250000 Penalty: 3330.415283
	Iteration 15Q: 3 clusters Score -2405618 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2406180.250000 Penalty: 3330.415283
	Iteration 16Q: 3 clusters Score -2406180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2406558.000000 Penalty: 3330.415283
	Iteration 17Q: 3 clusters Score -2406558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2406752.500000 Penalty: 3330.415283
	Iteration 18Q: 3 clusters Score -2406752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2406870.000000 Penalty: 3330.415283
	Iteration 19Q: 3 clusters Score -2406870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2406932.000000 Penalty: 3330.415283
	Iteration 20F: 3 clusters Score -2406932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2406968.750000 Penalty: 3330.415283
	Iteration 21Q: 3 clusters Score -2406969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2407004.500000 Penalty: 3330.415283
	Iteration 22Q: 3 clusters Score -2407004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2407029.750000 Penalty: 3330.415283
	Iteration 23Q: 3 clusters Score -2407030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2407049.750000 Penalty: 3330.415283
	Iteration 24Q: 3 clusters Score -2407050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2407059.000000 Penalty: 3330.415283
	Iteration 25Q: 3 clusters Score -2407059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2407067.750000 Penalty: 3330.415283
	Iteration 26Q: 3 clusters Score -2407068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2407067.750000 Penalty: 3330.415283
	Iteration 27Q: 3 clusters Score -2407068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2407075.500000 Penalty: 3330.415283
	Iteration 28Q: 3 clusters Score -2407076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2407075.750000 Penalty: 3330.415283
	Iteration 29Q: 3 clusters Score -2407076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2407075.750000 Penalty: 3330.415283
	Iteration 30F: 3 clusters Score -2407076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -526129.625000 Penalty: 1412.584106
	Iteration 0F: 2 clusters Score -526129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -521546.000000 Penalty: 2825.168213
	Iteration 0F: 3 clusters Score -521546 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -522840.125000 Penalty: 2825.168213
	Iteration 1F: 3 clusters Score -522840.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -523054.375000 Penalty: 2825.168213
	Iteration 2F: 3 clusters Score -523054.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -523212.593750 Penalty: 2825.168213
	Iteration 3F: 3 clusters Score -523212.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -523335.781250 Penalty: 2825.168213
	Iteration 4Q: 3 clusters Score -523335.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -523463.656250 Penalty: 2825.168213
	Iteration 5Q: 3 clusters Score -523463.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -523589.937500 Penalty: 2825.168213
	Iteration 6Q: 3 clusters Score -523589.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -523720.187500 Penalty: 2825.168213
	Iteration 7Q: 3 clusters Score -523720.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -523860.281250 Penalty: 2825.168213
	Iteration 8Q: 3 clusters Score -523860.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -524016.718750 Penalty: 2825.168213
	Iteration 9Q: 3 clusters Score -524016.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -524182.656250 Penalty: 2825.168213
	Iteration 10Q: 3 clusters Score -524182.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -524350.187500 Penalty: 2825.168213
	Iteration 11Q: 3 clusters Score -524350.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -524480.625000 Penalty: 2825.168213
	Iteration 12Q: 3 clusters Score -524480.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -524582.875000 Penalty: 2825.168213
	Iteration 13Q: 3 clusters Score -524582.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -524682.812500 Penalty: 2825.168213
	Iteration 14Q: 3 clusters Score -524682.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -524776.437500 Penalty: 2825.168213
	Iteration 15Q: 3 clusters Score -524776.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -524851.312500 Penalty: 2825.168213
	Iteration 16Q: 3 clusters Score -524851.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -524911.250000 Penalty: 2825.168213
	Iteration 17Q: 3 clusters Score -524911.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -524962.625000 Penalty: 2825.168213
	Iteration 18Q: 3 clusters Score -524962.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -525005.437500 Penalty: 2825.168213
	Iteration 19Q: 3 clusters Score -525005.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -525043.187500 Penalty: 2825.168213
	Iteration 20F: 3 clusters Score -525043.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -525064.750000 Penalty: 2825.168213
	Iteration 21Q: 3 clusters Score -525064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -525072.625000 Penalty: 2825.168213
	Iteration 22Q: 3 clusters Score -525072.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -525077.187500 Penalty: 2825.168213
	Iteration 23Q: 3 clusters Score -525077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -525078.875000 Penalty: 2825.168213
	Iteration 24Q: 3 clusters Score -525078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -525080.375000 Penalty: 2825.168213
	Iteration 25Q: 3 clusters Score -525080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -525082.687500 Penalty: 2825.168213
	Iteration 26Q: 3 clusters Score -525082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -525084.375000 Penalty: 2825.168213
	Iteration 27Q: 3 clusters Score -525084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -525085.000000 Penalty: 2825.168213
	Iteration 28Q: 3 clusters Score -525085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -525086.062500 Penalty: 2825.168213
	Iteration 29Q: 3 clusters Score -525086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -525086.375000 Penalty: 2825.168213
	Iteration 30Q: 3 clusters Score -525086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -525086.250000 Penalty: 2825.168213
	Iteration 31Q: 3 clusters Score -525086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -525087.375000 Penalty: 2825.168213
	Iteration 32Q: 3 clusters Score -525087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -525087.375000 Penalty: 2825.168213
	Iteration 33F: 3 clusters Score -525087.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -145736.875000 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -145736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143702.812500 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -143702.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144191.109375 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -144191.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144408.312500 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -144408.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144632.781250 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -144632.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144860.281250 Penalty: 2456.517822
	Iteration 4F: 3 clusters Score -144860.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -145112.937500 Penalty: 2456.517822
	Iteration 5F: 3 clusters Score -145112.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -145245.328125 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -145245.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145311.218750 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -145311.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145338.234375 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -145338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -145355.312500 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -145355.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -145377.140625 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -145377.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -145412.843750 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -145412.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -145485.750000 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -145485.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -145543.875000 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -145543.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -145570.781250 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -145570.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -145585.015625 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -145585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -145598.421875 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -145598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -145607.281250 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -145607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -145609.906250 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -145609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -145614.609375 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -145614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -145618.359375 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -145618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -145619.250000 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -145619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145619.609375 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -145619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145619.609375 Penalty: 2456.517822
	Iteration 23F: 3 clusters Score -145619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -922057.250000 Penalty: 1512.949341
	Iteration 0F: 2 clusters Score -922057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -914229.625000 Penalty: 3025.898682
	Iteration 0F: 3 clusters Score -914229.6 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -916943.875000 Penalty: 3025.898682
	Iteration 1F: 3 clusters Score -916943.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -917306.375000 Penalty: 3025.898682
	Iteration 2F: 3 clusters Score -917306.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -917708.125000 Penalty: 3025.898682
	Iteration 3F: 3 clusters Score -917708.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -918123.875000 Penalty: 3025.898682
	Iteration 4F: 3 clusters Score -918123.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -918539.187500 Penalty: 3025.898682
	Iteration 5F: 3 clusters Score -918539.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -918916.437500 Penalty: 3025.898682
	Iteration 6F: 3 clusters Score -918916.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -919228.687500 Penalty: 3025.898682
	Iteration 7Q: 3 clusters Score -919228.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -919483.125000 Penalty: 3025.898682
	Iteration 8Q: 3 clusters Score -919483.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -919660.250000 Penalty: 3025.898682
	Iteration 9Q: 3 clusters Score -919660.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -919772.312500 Penalty: 3025.898682
	Iteration 10Q: 3 clusters Score -919772.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -919838.187500 Penalty: 3025.898682
	Iteration 11Q: 3 clusters Score -919838.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -919898.250000 Penalty: 3025.898682
	Iteration 12Q: 3 clusters Score -919898.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -919947.250000 Penalty: 3025.898682
	Iteration 13Q: 3 clusters Score -919947.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -919984.250000 Penalty: 3025.898682
	Iteration 14Q: 3 clusters Score -919984.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -920014.625000 Penalty: 3025.898682
	Iteration 15Q: 3 clusters Score -920014.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -920042.625000 Penalty: 3025.898682
	Iteration 16Q: 3 clusters Score -920042.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -920071.812500 Penalty: 3025.898682
	Iteration 17Q: 3 clusters Score -920071.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -920098.625000 Penalty: 3025.898682
	Iteration 18Q: 3 clusters Score -920098.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -920126.250000 Penalty: 3025.898682
	Iteration 19Q: 3 clusters Score -920126.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -920147.062500 Penalty: 3025.898682
	Iteration 20F: 3 clusters Score -920147.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -920174.500000 Penalty: 3025.898682
	Iteration 21Q: 3 clusters Score -920174.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -920207.812500 Penalty: 3025.898682
	Iteration 22Q: 3 clusters Score -920207.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -920232.437500 Penalty: 3025.898682
	Iteration 23Q: 3 clusters Score -920232.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -920270.062500 Penalty: 3025.898682
	Iteration 24Q: 3 clusters Score -920270.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -920312.125000 Penalty: 3025.898682
	Iteration 25Q: 3 clusters Score -920312.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -920360.312500 Penalty: 3025.898682
	Iteration 26Q: 3 clusters Score -920360.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -920402.062500 Penalty: 3025.898682
	Iteration 27Q: 3 clusters Score -920402.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -920432.125000 Penalty: 3025.898682
	Iteration 28Q: 3 clusters Score -920432.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -920457.062500 Penalty: 3025.898682
	Iteration 29Q: 3 clusters Score -920457.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -920480.687500 Penalty: 3025.898682
	Iteration 30Q: 3 clusters Score -920480.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -920505.875000 Penalty: 3025.898682
	Iteration 31Q: 3 clusters Score -920505.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -920534.250000 Penalty: 3025.898682
	Iteration 32Q: 3 clusters Score -920534.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -920558.187500 Penalty: 3025.898682
	Iteration 33Q: 3 clusters Score -920558.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -920585.437500 Penalty: 3025.898682
	Iteration 34Q: 3 clusters Score -920585.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -920609.500000 Penalty: 3025.898682
	Iteration 35Q: 3 clusters Score -920609.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -920633.062500 Penalty: 3025.898682
	Iteration 36Q: 3 clusters Score -920633.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -920669.750000 Penalty: 3025.898682
	Iteration 37Q: 3 clusters Score -920669.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -920742.812500 Penalty: 3025.898682
	Iteration 38Q: 3 clusters Score -920742.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -920875.500000 Penalty: 3025.898682
	Iteration 39Q: 3 clusters Score -920875.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -921001.687500 Penalty: 3025.898682
	Iteration 40F: 3 clusters Score -921001.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -921117.000000 Penalty: 3025.898682
	Iteration 41Q: 3 clusters Score -921117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -921215.687500 Penalty: 3025.898682
	Iteration 42Q: 3 clusters Score -921215.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -921293.750000 Penalty: 3025.898682
	Iteration 43Q: 3 clusters Score -921293.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -921347.312500 Penalty: 3025.898682
	Iteration 44Q: 3 clusters Score -921347.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -921376.875000 Penalty: 3025.898682
	Iteration 45Q: 3 clusters Score -921376.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -921391.125000 Penalty: 3025.898682
	Iteration 46Q: 3 clusters Score -921391.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -921397.312500 Penalty: 3025.898682
	Iteration 47Q: 3 clusters Score -921397.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -921402.375000 Penalty: 3025.898682
	Iteration 48Q: 3 clusters Score -921402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -921409.937500 Penalty: 3025.898682
	Iteration 49Q: 3 clusters Score -921409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -921414.000000 Penalty: 3025.898682
	Iteration 50Q: 3 clusters Score -921414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -921423.000000 Penalty: 3025.898682
	Iteration 51Q: 3 clusters Score -921423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -921424.812500 Penalty: 3025.898682
	Iteration 52Q: 3 clusters Score -921424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -921434.562500 Penalty: 3025.898682
	Iteration 53Q: 3 clusters Score -921434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -921437.750000 Penalty: 3025.898682
	Iteration 54Q: 3 clusters Score -921437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -921441.687500 Penalty: 3025.898682
	Iteration 55Q: 3 clusters Score -921441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -921445.687500 Penalty: 3025.898682
	Iteration 56Q: 3 clusters Score -921445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -921450.375000 Penalty: 3025.898682
	Iteration 57Q: 3 clusters Score -921450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -921451.375000 Penalty: 3025.898682
	Iteration 58Q: 3 clusters Score -921451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -921449.375000 Penalty: 3025.898682
	Iteration 59Q: 3 clusters Score -921449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -921450.312500 Penalty: 3025.898682
	Iteration 60F: 3 clusters Score -921450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -921450.437500 Penalty: 3025.898682
	Iteration 61Q: 3 clusters Score -921450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -921452.937500 Penalty: 3025.898682
	Iteration 62Q: 3 clusters Score -921452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -921452.937500 Penalty: 3025.898682
	Iteration 63F: 3 clusters Score -921452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -91231.539062 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -91231.54 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 664 members 
Entering Unmasked Estep 
Score: -89576.789062 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -89576.79 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89990.375000 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -89990.38 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -90128.546875 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -90128.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90211.828125 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -90211.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -90270.601562 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -90270.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90296.078125 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -90296.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -90311.031250 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -90311.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90323.703125 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -90323.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90330.421875 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -90330.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -90342.500000 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -90342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90356.843750 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -90356.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -90363.468750 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -90363.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90371.335938 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -90371.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -90375.140625 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -90375.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90377.320312 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -90377.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -90381.406250 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -90381.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -90384.679688 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -90384.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -90390.093750 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -90390.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90394.648438 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -90394.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90397.562500 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -90397.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -90400.226562 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -90400.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -90403.859375 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -90403.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -90406.671875 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -90406.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90410.398438 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -90410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90412.546875 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -90412.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -90415.632812 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -90415.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -90416.976562 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -90416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -90417.382812 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -90417.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -90417.742188 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -90417.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -90417.742188 Penalty: 2347.571045
	Iteration 29F: 3 clusters Score -90417.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -395907.343750 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -395907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -392242.625000 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -392242.6 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -393204.343750 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -393204.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -393396.593750 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -393396.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -393521.312500 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -393521.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -393607.687500 Penalty: 2731.671631
	Iteration 4Q: 3 clusters Score -393607.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -393651.281250 Penalty: 2731.671631
	Iteration 5Q: 3 clusters Score -393651.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -393687.843750 Penalty: 2731.671631
	Iteration 6Q: 3 clusters Score -393687.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -393724.343750 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -393724.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -393755.812500 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -393755.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -393779.906250 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -393779.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -393799.875000 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -393799.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -393817.531250 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -393817.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -393833.906250 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -393833.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -393849.937500 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -393849.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -393867.250000 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -393867.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -393884.593750 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -393884.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -393897.906250 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -393897.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -393914.125000 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -393914.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -393932.062500 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -393932.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -393950.750000 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -393950.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -393975.750000 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -393975.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -393999.156250 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -393999.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -394021.875000 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -394021.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -394055.468750 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -394055.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -394090.281250 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -394090.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -394129.812500 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -394129.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -394175.093750 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -394175.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -394218.343750 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -394218.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -394264.343750 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -394264.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -394305.281250 Penalty: 2731.671631
	Iteration 29Q: 3 clusters Score -394305.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -394341.062500 Penalty: 2731.671631
	Iteration 30Q: 3 clusters Score -394341.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -394371.875000 Penalty: 2731.671631
	Iteration 31Q: 3 clusters Score -394371.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -394399.937500 Penalty: 2731.671631
	Iteration 32Q: 3 clusters Score -394399.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -394426.312500 Penalty: 2731.671631
	Iteration 33Q: 3 clusters Score -394426.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -394450.593750 Penalty: 2731.671631
	Iteration 34Q: 3 clusters Score -394450.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -394469.375000 Penalty: 2731.671631
	Iteration 35Q: 3 clusters Score -394469.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -394483.468750 Penalty: 2731.671631
	Iteration 36Q: 3 clusters Score -394483.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -394500.500000 Penalty: 2731.671631
	Iteration 37Q: 3 clusters Score -394500.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -394512.781250 Penalty: 2731.671631
	Iteration 38Q: 3 clusters Score -394512.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -394530.031250 Penalty: 2731.671631
	Iteration 39Q: 3 clusters Score -394530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -394548.406250 Penalty: 2731.671631
	Iteration 40F: 3 clusters Score -394548.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -394564.593750 Penalty: 2731.671631
	Iteration 41Q: 3 clusters Score -394564.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -394578.937500 Penalty: 2731.671631
	Iteration 42Q: 3 clusters Score -394578.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -394590.593750 Penalty: 2731.671631
	Iteration 43Q: 3 clusters Score -394590.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -394599.312500 Penalty: 2731.671631
	Iteration 44Q: 3 clusters Score -394599.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -394608.062500 Penalty: 2731.671631
	Iteration 45Q: 3 clusters Score -394608.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -394617.250000 Penalty: 2731.671631
	Iteration 46Q: 3 clusters Score -394617.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -394623.218750 Penalty: 2731.671631
	Iteration 47Q: 3 clusters Score -394623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -394628.218750 Penalty: 2731.671631
	Iteration 48Q: 3 clusters Score -394628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -394632.000000 Penalty: 2731.671631
	Iteration 49Q: 3 clusters Score -394632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -394633.562500 Penalty: 2731.671631
	Iteration 50Q: 3 clusters Score -394633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -394634.843750 Penalty: 2731.671631
	Iteration 51Q: 3 clusters Score -394634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -394635.343750 Penalty: 2731.671631
	Iteration 52Q: 3 clusters Score -394635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -394636.312500 Penalty: 2731.671631
	Iteration 53Q: 3 clusters Score -394636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -394637.750000 Penalty: 2731.671631
	Iteration 54Q: 3 clusters Score -394637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -394639.281250 Penalty: 2731.671631
	Iteration 55Q: 3 clusters Score -394639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -394641.843750 Penalty: 2731.671631
	Iteration 56Q: 3 clusters Score -394641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -394642.125000 Penalty: 2731.671631
	Iteration 57Q: 3 clusters Score -394642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -394642.875000 Penalty: 2731.671631
	Iteration 58Q: 3 clusters Score -394642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -394643.156250 Penalty: 2731.671631
	Iteration 59Q: 3 clusters Score -394643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -394644.906250 Penalty: 2731.671631
	Iteration 60F: 3 clusters Score -394644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -394646.281250 Penalty: 2731.671631
	Iteration 61Q: 3 clusters Score -394646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -394646.906250 Penalty: 2731.671631
	Iteration 62Q: 3 clusters Score -394646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -394646.656250 Penalty: 2731.671631
	Iteration 63Q: 3 clusters Score -394646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -394646.656250 Penalty: 2731.671631
	Iteration 64F: 3 clusters Score -394646.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1046717.437500 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -1046717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1038127.375000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -1038127 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1040992.312500 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -1040992 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1041244.312500 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -1041244 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1041469.562500 Penalty: 3056.973389
	Iteration 3Q: 3 clusters Score -1041470 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1041694.875000 Penalty: 3056.973389
	Iteration 4Q: 3 clusters Score -1041695 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1041955.187500 Penalty: 3056.973389
	Iteration 5Q: 3 clusters Score -1041955 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1042311.625000 Penalty: 3056.973389
	Iteration 6F: 3 clusters Score -1042312 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1042752.312500 Penalty: 3056.973389
	Iteration 7F: 3 clusters Score -1042752 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1043309.125000 Penalty: 3056.973389
	Iteration 8F: 3 clusters Score -1043309 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1043874.000000 Penalty: 3056.973389
	Iteration 9F: 3 clusters Score -1043874 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1044301.750000 Penalty: 3056.973389
	Iteration 10Q: 3 clusters Score -1044302 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1044607.000000 Penalty: 3056.973389
	Iteration 11Q: 3 clusters Score -1044607 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1044814.937500 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -1044815 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1044963.437500 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -1044963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1045049.500000 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -1045050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1045125.500000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -1045126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1045187.812500 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -1045188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1045240.125000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -1045240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1045276.500000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -1045276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1045314.750000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -1045315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1045335.437500 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -1045335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1045361.125000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -1045361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1045384.000000 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -1045384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1045393.687500 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -1045394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1045401.750000 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -1045402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1045405.375000 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -1045405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1045410.250000 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -1045410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1045410.375000 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -1045410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1045411.875000 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -1045412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1045415.000000 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -1045415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1045415.000000 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -1045415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1045414.812500 Penalty: 3056.973389
	Iteration 31Q: 3 clusters Score -1045415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1045417.750000 Penalty: 3056.973389
	Iteration 32Q: 3 clusters Score -1045418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1045420.375000 Penalty: 3056.973389
	Iteration 33Q: 3 clusters Score -1045420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1045423.125000 Penalty: 3056.973389
	Iteration 34Q: 3 clusters Score -1045423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1045426.500000 Penalty: 3056.973389
	Iteration 35Q: 3 clusters Score -1045426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1045426.437500 Penalty: 3056.973389
	Iteration 36Q: 3 clusters Score -1045426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1045428.687500 Penalty: 3056.973389
	Iteration 37Q: 3 clusters Score -1045429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1045428.687500 Penalty: 3056.973389
	Iteration 38F: 3 clusters Score -1045429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -516089.093750 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -516089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -511062.625000 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -511062.6 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -512620.875000 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -512620.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -512955.343750 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -512955.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -513296.968750 Penalty: 2860.624268
	Iteration 3F: 3 clusters Score -513297 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -513610.781250 Penalty: 2860.624268
	Iteration 4F: 3 clusters Score -513610.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -513864.062500 Penalty: 2860.624268
	Iteration 5F: 3 clusters Score -513864.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -514045.875000 Penalty: 2860.624268
	Iteration 6Q: 3 clusters Score -514045.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -514199.656250 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -514199.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -514354.437500 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -514354.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -514490.218750 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -514490.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -514575.531250 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -514575.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -514628.187500 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -514628.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -514658.281250 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -514658.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -514682.468750 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -514682.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -514706.437500 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -514706.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -514730.437500 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -514730.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -514758.187500 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -514758.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -514777.843750 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -514777.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -514795.562500 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -514795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -514803.656250 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -514803.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -514813.531250 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -514813.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -514821.375000 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -514821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -514824.093750 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -514824.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514827.781250 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -514827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -514830.281250 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -514830.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -514835.125000 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -514835.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -514838.531250 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -514838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -514839.968750 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -514840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -514840.562500 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -514840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -514841.687500 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -514841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -514842.906250 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -514842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -514844.781250 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -514844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -514845.656250 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -514845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -514847.812500 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -514847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -514848.968750 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -514849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -514849.625000 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -514849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -514850.625000 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -514850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -514850.968750 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -514851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -514851.312500 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -514851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -514851.843750 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -514851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -514851.843750 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -514851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128794 members 
Entering Unmasked Estep 
Score: -11404582.000000 Penalty: 1911.969971
	Iteration 0F: 2 clusters Score -1.140458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -11318431.000000 Penalty: 3823.939941
	Iteration 0F: 3 clusters Score -1.131843e+07 nChanged 61809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -11354061.000000 Penalty: 3823.939941
	Iteration 1F: 3 clusters Score -1.135406e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -11354733.000000 Penalty: 3823.939941
	Iteration 2Q: 3 clusters Score -1.135473e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -11355454.000000 Penalty: 3823.939941
	Iteration 3Q: 3 clusters Score -1.135545e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -11356479.000000 Penalty: 3823.939941
	Iteration 4Q: 3 clusters Score -1.135648e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -11357936.000000 Penalty: 3823.939941
	Iteration 5Q: 3 clusters Score -1.135794e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -11360243.000000 Penalty: 3823.939941
	Iteration 6Q: 3 clusters Score -1.136024e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -11363400.000000 Penalty: 3823.939941
	Iteration 7Q: 3 clusters Score -1.13634e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -11367935.000000 Penalty: 3823.939941
	Iteration 8F: 3 clusters Score -1.136794e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -11373438.000000 Penalty: 3823.939941
	Iteration 9F: 3 clusters Score -1.137344e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -11379575.000000 Penalty: 3823.939941
	Iteration 10F: 3 clusters Score -1.137958e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -11385279.000000 Penalty: 3823.939941
	Iteration 11F: 3 clusters Score -1.138528e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -11390060.000000 Penalty: 3823.939941
	Iteration 12Q: 3 clusters Score -1.139006e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -11393887.000000 Penalty: 3823.939941
	Iteration 13Q: 3 clusters Score -1.139389e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -11396886.000000 Penalty: 3823.939941
	Iteration 14Q: 3 clusters Score -1.139689e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -11399068.000000 Penalty: 3823.939941
	Iteration 15Q: 3 clusters Score -1.139907e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -11400599.000000 Penalty: 3823.939941
	Iteration 16Q: 3 clusters Score -1.14006e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11401540.000000 Penalty: 3823.939941
	Iteration 17Q: 3 clusters Score -1.140154e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11402053.000000 Penalty: 3823.939941
	Iteration 18Q: 3 clusters Score -1.140205e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11402398.000000 Penalty: 3823.939941
	Iteration 19Q: 3 clusters Score -1.14024e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128010 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11402569.000000 Penalty: 3823.939941
	Iteration 20F: 3 clusters Score -1.140257e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11402667.000000 Penalty: 3823.939941
	Iteration 21Q: 3 clusters Score -1.140267e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11402746.000000 Penalty: 3823.939941
	Iteration 22Q: 3 clusters Score -1.140275e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11402796.000000 Penalty: 3823.939941
	Iteration 23Q: 3 clusters Score -1.14028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128335 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11402831.000000 Penalty: 3823.939941
	Iteration 24Q: 3 clusters Score -1.140283e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11402866.000000 Penalty: 3823.939941
	Iteration 25Q: 3 clusters Score -1.140287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11402903.000000 Penalty: 3823.939941
	Iteration 26Q: 3 clusters Score -1.14029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11402913.000000 Penalty: 3823.939941
	Iteration 27Q: 3 clusters Score -1.140291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11402930.000000 Penalty: 3823.939941
	Iteration 28Q: 3 clusters Score -1.140293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11402940.000000 Penalty: 3823.939941
	Iteration 29Q: 3 clusters Score -1.140294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11402942.000000 Penalty: 3823.939941
	Iteration 30Q: 3 clusters Score -1.140294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128445 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11402964.000000 Penalty: 3823.939941
	Iteration 31Q: 3 clusters Score -1.140296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11402977.000000 Penalty: 3823.939941
	Iteration 32Q: 3 clusters Score -1.140298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11402975.000000 Penalty: 3823.939941
	Iteration 33Q: 3 clusters Score -1.140298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11402970.000000 Penalty: 3823.939941
	Iteration 34Q: 3 clusters Score -1.140297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11402981.000000 Penalty: 3823.939941
	Iteration 35Q: 3 clusters Score -1.140298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11402982.000000 Penalty: 3823.939941
	Iteration 36Q: 3 clusters Score -1.140298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11402980.000000 Penalty: 3823.939941
	Iteration 37Q: 3 clusters Score -1.140298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128463 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11402988.000000 Penalty: 3823.939941
	Iteration 38Q: 3 clusters Score -1.140299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11402993.000000 Penalty: 3823.939941
	Iteration 39Q: 3 clusters Score -1.140299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11402989.000000 Penalty: 3823.939941
	Iteration 40F: 3 clusters Score -1.140299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11402998.000000 Penalty: 3823.939941
	Iteration 41Q: 3 clusters Score -1.1403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11402998.000000 Penalty: 3823.939941
	Iteration 42F: 3 clusters Score -1.1403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -557041.937500 Penalty: 1428.764648
	Iteration 0F: 2 clusters Score -557041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -552040.562500 Penalty: 2857.529297
	Iteration 0F: 3 clusters Score -552040.6 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -553632.062500 Penalty: 2857.529297
	Iteration 1F: 3 clusters Score -553632.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -553861.875000 Penalty: 2857.529297
	Iteration 2F: 3 clusters Score -553861.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -554078.312500 Penalty: 2857.529297
	Iteration 3F: 3 clusters Score -554078.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -554303.687500 Penalty: 2857.529297
	Iteration 4F: 3 clusters Score -554303.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -554513.187500 Penalty: 2857.529297
	Iteration 5Q: 3 clusters Score -554513.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -554727.187500 Penalty: 2857.529297
	Iteration 6Q: 3 clusters Score -554727.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -554940.187500 Penalty: 2857.529297
	Iteration 7Q: 3 clusters Score -554940.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -555120.937500 Penalty: 2857.529297
	Iteration 8Q: 3 clusters Score -555120.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -555248.625000 Penalty: 2857.529297
	Iteration 9Q: 3 clusters Score -555248.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -555358.812500 Penalty: 2857.529297
	Iteration 10Q: 3 clusters Score -555358.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -555464.562500 Penalty: 2857.529297
	Iteration 11Q: 3 clusters Score -555464.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -555539.937500 Penalty: 2857.529297
	Iteration 12Q: 3 clusters Score -555539.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -555598.937500 Penalty: 2857.529297
	Iteration 13Q: 3 clusters Score -555598.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -555661.812500 Penalty: 2857.529297
	Iteration 14Q: 3 clusters Score -555661.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -555731.750000 Penalty: 2857.529297
	Iteration 15Q: 3 clusters Score -555731.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -555803.312500 Penalty: 2857.529297
	Iteration 16Q: 3 clusters Score -555803.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -555885.062500 Penalty: 2857.529297
	Iteration 17Q: 3 clusters Score -555885.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -555970.375000 Penalty: 2857.529297
	Iteration 18Q: 3 clusters Score -555970.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -556024.437500 Penalty: 2857.529297
	Iteration 19Q: 3 clusters Score -556024.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -556058.625000 Penalty: 2857.529297
	Iteration 20F: 3 clusters Score -556058.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -556080.875000 Penalty: 2857.529297
	Iteration 21Q: 3 clusters Score -556080.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -556095.000000 Penalty: 2857.529297
	Iteration 22Q: 3 clusters Score -556095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -556107.562500 Penalty: 2857.529297
	Iteration 23Q: 3 clusters Score -556107.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -556112.875000 Penalty: 2857.529297
	Iteration 24Q: 3 clusters Score -556112.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -556116.500000 Penalty: 2857.529297
	Iteration 25Q: 3 clusters Score -556116.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -556119.062500 Penalty: 2857.529297
	Iteration 26Q: 3 clusters Score -556119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -556121.062500 Penalty: 2857.529297
	Iteration 27Q: 3 clusters Score -556121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -556122.375000 Penalty: 2857.529297
	Iteration 28Q: 3 clusters Score -556122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -556123.500000 Penalty: 2857.529297
	Iteration 29Q: 3 clusters Score -556123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -556122.500000 Penalty: 2857.529297
	Iteration 30Q: 3 clusters Score -556122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -556122.500000 Penalty: 2857.529297
	Iteration 31F: 3 clusters Score -556122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -870914.875000 Penalty: 1495.816772
	Iteration 0F: 2 clusters Score -870914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -863826.750000 Penalty: 2991.633545
	Iteration 0F: 3 clusters Score -863826.8 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -866123.000000 Penalty: 2991.633545
	Iteration 1F: 3 clusters Score -866123 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -866325.000000 Penalty: 2991.633545
	Iteration 2F: 3 clusters Score -866325 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -866488.750000 Penalty: 2991.633545
	Iteration 3Q: 3 clusters Score -866488.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -866651.500000 Penalty: 2991.633545
	Iteration 4Q: 3 clusters Score -866651.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -866820.500000 Penalty: 2991.633545
	Iteration 5Q: 3 clusters Score -866820.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -867016.125000 Penalty: 2991.633545
	Iteration 6Q: 3 clusters Score -867016.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -867240.250000 Penalty: 2991.633545
	Iteration 7Q: 3 clusters Score -867240.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -867482.250000 Penalty: 2991.633545
	Iteration 8Q: 3 clusters Score -867482.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -867745.875000 Penalty: 2991.633545
	Iteration 9Q: 3 clusters Score -867745.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -867968.125000 Penalty: 2991.633545
	Iteration 10Q: 3 clusters Score -867968.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -868120.937500 Penalty: 2991.633545
	Iteration 11Q: 3 clusters Score -868120.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -868235.875000 Penalty: 2991.633545
	Iteration 12Q: 3 clusters Score -868235.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -868325.875000 Penalty: 2991.633545
	Iteration 13Q: 3 clusters Score -868325.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -868406.687500 Penalty: 2991.633545
	Iteration 14Q: 3 clusters Score -868406.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -868494.500000 Penalty: 2991.633545
	Iteration 15Q: 3 clusters Score -868494.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -868596.500000 Penalty: 2991.633545
	Iteration 16Q: 3 clusters Score -868596.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -868711.625000 Penalty: 2991.633545
	Iteration 17Q: 3 clusters Score -868711.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -868848.562500 Penalty: 2991.633545
	Iteration 18Q: 3 clusters Score -868848.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -868975.812500 Penalty: 2991.633545
	Iteration 19Q: 3 clusters Score -868975.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -869090.312500 Penalty: 2991.633545
	Iteration 20F: 3 clusters Score -869090.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -869198.750000 Penalty: 2991.633545
	Iteration 21Q: 3 clusters Score -869198.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -869313.562500 Penalty: 2991.633545
	Iteration 22Q: 3 clusters Score -869313.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -869402.375000 Penalty: 2991.633545
	Iteration 23Q: 3 clusters Score -869402.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -869471.375000 Penalty: 2991.633545
	Iteration 24Q: 3 clusters Score -869471.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -869523.687500 Penalty: 2991.633545
	Iteration 25Q: 3 clusters Score -869523.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -869568.125000 Penalty: 2991.633545
	Iteration 26Q: 3 clusters Score -869568.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -869603.062500 Penalty: 2991.633545
	Iteration 27Q: 3 clusters Score -869603.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -869629.437500 Penalty: 2991.633545
	Iteration 28Q: 3 clusters Score -869629.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -869656.437500 Penalty: 2991.633545
	Iteration 29Q: 3 clusters Score -869656.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -869681.562500 Penalty: 2991.633545
	Iteration 30Q: 3 clusters Score -869681.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -869696.750000 Penalty: 2991.633545
	Iteration 31Q: 3 clusters Score -869696.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -869722.375000 Penalty: 2991.633545
	Iteration 32Q: 3 clusters Score -869722.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -869731.875000 Penalty: 2991.633545
	Iteration 33Q: 3 clusters Score -869731.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -869744.250000 Penalty: 2991.633545
	Iteration 34Q: 3 clusters Score -869744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -869751.062500 Penalty: 2991.633545
	Iteration 35Q: 3 clusters Score -869751.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -869756.250000 Penalty: 2991.633545
	Iteration 36Q: 3 clusters Score -869756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -869761.437500 Penalty: 2991.633545
	Iteration 37Q: 3 clusters Score -869761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -869766.062500 Penalty: 2991.633545
	Iteration 38Q: 3 clusters Score -869766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -869770.250000 Penalty: 2991.633545
	Iteration 39Q: 3 clusters Score -869770.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -869774.750000 Penalty: 2991.633545
	Iteration 40F: 3 clusters Score -869774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -869778.875000 Penalty: 2991.633545
	Iteration 41Q: 3 clusters Score -869778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -869782.062500 Penalty: 2991.633545
	Iteration 42Q: 3 clusters Score -869782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -869785.312500 Penalty: 2991.633545
	Iteration 43Q: 3 clusters Score -869785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -869789.312500 Penalty: 2991.633545
	Iteration 44Q: 3 clusters Score -869789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -869787.562500 Penalty: 2991.633545
	Iteration 45Q: 3 clusters Score -869787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -869787.437500 Penalty: 2991.633545
	Iteration 46Q: 3 clusters Score -869787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -869788.312500 Penalty: 2991.633545
	Iteration 47Q: 3 clusters Score -869788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -869787.875000 Penalty: 2991.633545
	Iteration 48Q: 3 clusters Score -869787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -869788.625000 Penalty: 2991.633545
	Iteration 49Q: 3 clusters Score -869788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -869787.937500 Penalty: 2991.633545
	Iteration 50Q: 3 clusters Score -869787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -869788.562500 Penalty: 2991.633545
	Iteration 51Q: 3 clusters Score -869788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -869788.562500 Penalty: 2991.633545
	Iteration 52F: 3 clusters Score -869788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -116646.351562 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -116646.4 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 735 members 
Entering Unmasked Estep 
Score: -114922.054688 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -114922.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115223.179688 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -115223.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -115325.960938 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -115326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115385.039062 Penalty: 2366.897461
	Iteration 3Q: 3 clusters Score -115385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115423.601562 Penalty: 2366.897461
	Iteration 4Q: 3 clusters Score -115423.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115445.531250 Penalty: 2366.897461
	Iteration 5Q: 3 clusters Score -115445.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115468.125000 Penalty: 2366.897461
	Iteration 6Q: 3 clusters Score -115468.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115501.609375 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -115501.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115541.257812 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -115541.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115569.875000 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -115569.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115598.382812 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -115598.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -115631.632812 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -115631.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115673.343750 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -115673.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115747.593750 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -115747.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115970.554688 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -115970.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -116341.976562 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -116342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116524.812500 Penalty: 2366.897461
	Iteration 16F: 3 clusters Score -116524.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116593.882812 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -116593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116631.007812 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -116631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116656.054688 Penalty: 2366.897461
	Iteration 19Q: 3 clusters Score -116656.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -116678.179688 Penalty: 2366.897461
	Iteration 20F: 3 clusters Score -116678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116690.140625 Penalty: 2366.897461
	Iteration 21Q: 3 clusters Score -116690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116697.742188 Penalty: 2366.897461
	Iteration 22Q: 3 clusters Score -116697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116703.445312 Penalty: 2366.897461
	Iteration 23Q: 3 clusters Score -116703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116708.507812 Penalty: 2366.897461
	Iteration 24Q: 3 clusters Score -116708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116714.289062 Penalty: 2366.897461
	Iteration 25Q: 3 clusters Score -116714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116723.054688 Penalty: 2366.897461
	Iteration 26Q: 3 clusters Score -116723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116734.960938 Penalty: 2366.897461
	Iteration 27Q: 3 clusters Score -116735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116749.437500 Penalty: 2366.897461
	Iteration 28Q: 3 clusters Score -116749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116756.781250 Penalty: 2366.897461
	Iteration 29Q: 3 clusters Score -116756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116761.578125 Penalty: 2366.897461
	Iteration 30Q: 3 clusters Score -116761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116763.593750 Penalty: 2366.897461
	Iteration 31Q: 3 clusters Score -116763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116764.273438 Penalty: 2366.897461
	Iteration 32Q: 3 clusters Score -116764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116764.703125 Penalty: 2366.897461
	Iteration 33Q: 3 clusters Score -116764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116768.734375 Penalty: 2366.897461
	Iteration 34Q: 3 clusters Score -116768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116771.890625 Penalty: 2366.897461
	Iteration 35Q: 3 clusters Score -116771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116776.398438 Penalty: 2366.897461
	Iteration 36Q: 3 clusters Score -116776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116780.546875 Penalty: 2366.897461
	Iteration 37Q: 3 clusters Score -116780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116783.312500 Penalty: 2366.897461
	Iteration 38Q: 3 clusters Score -116783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116784.703125 Penalty: 2366.897461
	Iteration 39Q: 3 clusters Score -116784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116784.703125 Penalty: 2366.897461
	Iteration 40F: 3 clusters Score -116784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11053 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128794 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77293 members 
Mstep: Class 34 contains 425 members 
Entering Unmasked Estep 
Score: -76317552.000000 Penalty: 75720.648438
Splitting cluster 24 changes total score from -76318496.000000 to -76317552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -818965.750000 Penalty: 1506.761108
	Iteration 0F: 2 clusters Score -818965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -811436.000000 Penalty: 3013.522217
	Iteration 0F: 3 clusters Score -811436 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -814106.812500 Penalty: 3013.522217
	Iteration 1F: 3 clusters Score -814106.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -814576.812500 Penalty: 3013.522217
	Iteration 2F: 3 clusters Score -814576.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -815067.937500 Penalty: 3013.522217
	Iteration 3F: 3 clusters Score -815067.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -815501.875000 Penalty: 3013.522217
	Iteration 4F: 3 clusters Score -815501.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -815862.687500 Penalty: 3013.522217
	Iteration 5F: 3 clusters Score -815862.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -816133.750000 Penalty: 3013.522217
	Iteration 6Q: 3 clusters Score -816133.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -816379.625000 Penalty: 3013.522217
	Iteration 7Q: 3 clusters Score -816379.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -816575.437500 Penalty: 3013.522217
	Iteration 8Q: 3 clusters Score -816575.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -816760.187500 Penalty: 3013.522217
	Iteration 9Q: 3 clusters Score -816760.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -816931.312500 Penalty: 3013.522217
	Iteration 10Q: 3 clusters Score -816931.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -817084.500000 Penalty: 3013.522217
	Iteration 11Q: 3 clusters Score -817084.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -817203.125000 Penalty: 3013.522217
	Iteration 12Q: 3 clusters Score -817203.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -817288.187500 Penalty: 3013.522217
	Iteration 13Q: 3 clusters Score -817288.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -817354.937500 Penalty: 3013.522217
	Iteration 14Q: 3 clusters Score -817354.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -817403.875000 Penalty: 3013.522217
	Iteration 15Q: 3 clusters Score -817403.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -817431.687500 Penalty: 3013.522217
	Iteration 16Q: 3 clusters Score -817431.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -817447.625000 Penalty: 3013.522217
	Iteration 17Q: 3 clusters Score -817447.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -817455.437500 Penalty: 3013.522217
	Iteration 18Q: 3 clusters Score -817455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -817462.062500 Penalty: 3013.522217
	Iteration 19Q: 3 clusters Score -817462.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -817464.750000 Penalty: 3013.522217
	Iteration 20F: 3 clusters Score -817464.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -817468.687500 Penalty: 3013.522217
	Iteration 21Q: 3 clusters Score -817468.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -817471.000000 Penalty: 3013.522217
	Iteration 22Q: 3 clusters Score -817471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -817475.375000 Penalty: 3013.522217
	Iteration 23Q: 3 clusters Score -817475.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -817478.250000 Penalty: 3013.522217
	Iteration 24Q: 3 clusters Score -817478.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -817479.312500 Penalty: 3013.522217
	Iteration 25Q: 3 clusters Score -817479.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -817481.000000 Penalty: 3013.522217
	Iteration 26Q: 3 clusters Score -817481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -817482.750000 Penalty: 3013.522217
	Iteration 27Q: 3 clusters Score -817482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -817485.562500 Penalty: 3013.522217
	Iteration 28Q: 3 clusters Score -817485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -817483.687500 Penalty: 3013.522217
	Iteration 29Q: 3 clusters Score -817483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -817487.000000 Penalty: 3013.522217
	Iteration 30Q: 3 clusters Score -817487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -817487.187500 Penalty: 3013.522217
	Iteration 31Q: 3 clusters Score -817487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -817488.625000 Penalty: 3013.522217
	Iteration 32Q: 3 clusters Score -817488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -817488.437500 Penalty: 3013.522217
	Iteration 33Q: 3 clusters Score -817488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -817487.687500 Penalty: 3013.522217
	Iteration 34Q: 3 clusters Score -817487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -817490.500000 Penalty: 3013.522217
	Iteration 35Q: 3 clusters Score -817490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -817490.375000 Penalty: 3013.522217
	Iteration 36Q: 3 clusters Score -817490.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -817492.562500 Penalty: 3013.522217
	Iteration 37Q: 3 clusters Score -817492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -817498.000000 Penalty: 3013.522217
	Iteration 38Q: 3 clusters Score -817498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -817497.625000 Penalty: 3013.522217
	Iteration 39Q: 3 clusters Score -817497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -817500.250000 Penalty: 3013.522217
	Iteration 40F: 3 clusters Score -817500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -817502.250000 Penalty: 3013.522217
	Iteration 41Q: 3 clusters Score -817502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -817503.500000 Penalty: 3013.522217
	Iteration 42Q: 3 clusters Score -817503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -817504.500000 Penalty: 3013.522217
	Iteration 43Q: 3 clusters Score -817504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -817509.062500 Penalty: 3013.522217
	Iteration 44Q: 3 clusters Score -817509.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -817509.312500 Penalty: 3013.522217
	Iteration 45Q: 3 clusters Score -817509.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -817512.812500 Penalty: 3013.522217
	Iteration 46Q: 3 clusters Score -817512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -817516.625000 Penalty: 3013.522217
	Iteration 47Q: 3 clusters Score -817516.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -817519.625000 Penalty: 3013.522217
	Iteration 48Q: 3 clusters Score -817519.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -817520.000000 Penalty: 3013.522217
	Iteration 49Q: 3 clusters Score -817520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -817524.000000 Penalty: 3013.522217
	Iteration 50Q: 3 clusters Score -817524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -817524.875000 Penalty: 3013.522217
	Iteration 51Q: 3 clusters Score -817524.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -817527.750000 Penalty: 3013.522217
	Iteration 52Q: 3 clusters Score -817527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -817532.875000 Penalty: 3013.522217
	Iteration 53Q: 3 clusters Score -817532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -817533.500000 Penalty: 3013.522217
	Iteration 54Q: 3 clusters Score -817533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -817539.312500 Penalty: 3013.522217
	Iteration 55Q: 3 clusters Score -817539.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -817542.812500 Penalty: 3013.522217
	Iteration 56Q: 3 clusters Score -817542.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -817544.937500 Penalty: 3013.522217
	Iteration 57Q: 3 clusters Score -817544.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -817546.125000 Penalty: 3013.522217
	Iteration 58Q: 3 clusters Score -817546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -817550.562500 Penalty: 3013.522217
	Iteration 59Q: 3 clusters Score -817550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -817552.375000 Penalty: 3013.522217
	Iteration 60F: 3 clusters Score -817552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -817551.125000 Penalty: 3013.522217
	Iteration 61Q: 3 clusters Score -817551.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -817552.750000 Penalty: 3013.522217
	Iteration 62Q: 3 clusters Score -817552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -817553.062500 Penalty: 3013.522217
	Iteration 63Q: 3 clusters Score -817553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -817553.875000 Penalty: 3013.522217
	Iteration 64Q: 3 clusters Score -817553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -817553.375000 Penalty: 3013.522217
	Iteration 65Q: 3 clusters Score -817553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -817553.750000 Penalty: 3013.522217
	Iteration 66Q: 3 clusters Score -817553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -817554.875000 Penalty: 3013.522217
	Iteration 67Q: 3 clusters Score -817554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -817554.062500 Penalty: 3013.522217
	Iteration 68Q: 3 clusters Score -817554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -817559.062500 Penalty: 3013.522217
	Iteration 69Q: 3 clusters Score -817559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -817557.062500 Penalty: 3013.522217
	Iteration 70Q: 3 clusters Score -817557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -817558.125000 Penalty: 3013.522217
	Iteration 71Q: 3 clusters Score -817558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -817560.500000 Penalty: 3013.522217
	Iteration 72Q: 3 clusters Score -817560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -817561.062500 Penalty: 3013.522217
	Iteration 73Q: 3 clusters Score -817561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -817560.875000 Penalty: 3013.522217
	Iteration 74Q: 3 clusters Score -817560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -817559.062500 Penalty: 3013.522217
	Iteration 75Q: 3 clusters Score -817559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -817559.062500 Penalty: 3013.522217
	Iteration 76Q: 3 clusters Score -817559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -817558.625000 Penalty: 3013.522217
	Iteration 77Q: 3 clusters Score -817558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -817560.625000 Penalty: 3013.522217
	Iteration 78Q: 3 clusters Score -817560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -817560.437500 Penalty: 3013.522217
	Iteration 79Q: 3 clusters Score -817560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -817563.312500 Penalty: 3013.522217
	Iteration 80F: 3 clusters Score -817563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -817562.750000 Penalty: 3013.522217
	Iteration 81Q: 3 clusters Score -817562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -817564.375000 Penalty: 3013.522217
	Iteration 82Q: 3 clusters Score -817564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -817565.937500 Penalty: 3013.522217
	Iteration 83Q: 3 clusters Score -817565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -817564.562500 Penalty: 3013.522217
	Iteration 84Q: 3 clusters Score -817564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -817567.062500 Penalty: 3013.522217
	Iteration 85Q: 3 clusters Score -817567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -817568.750000 Penalty: 3013.522217
	Iteration 86Q: 3 clusters Score -817568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -817570.875000 Penalty: 3013.522217
	Iteration 87Q: 3 clusters Score -817570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -817570.687500 Penalty: 3013.522217
	Iteration 88Q: 3 clusters Score -817570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -817573.437500 Penalty: 3013.522217
	Iteration 89Q: 3 clusters Score -817573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -817571.500000 Penalty: 3013.522217
	Iteration 90Q: 3 clusters Score -817571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -817571.937500 Penalty: 3013.522217
	Iteration 91Q: 3 clusters Score -817571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -817572.250000 Penalty: 3013.522217
	Iteration 92Q: 3 clusters Score -817572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -817573.750000 Penalty: 3013.522217
	Iteration 93Q: 3 clusters Score -817573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -817574.437500 Penalty: 3013.522217
	Iteration 94Q: 3 clusters Score -817574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -817573.500000 Penalty: 3013.522217
	Iteration 95Q: 3 clusters Score -817573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -817577.250000 Penalty: 3013.522217
	Iteration 96Q: 3 clusters Score -817577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -817578.500000 Penalty: 3013.522217
	Iteration 97Q: 3 clusters Score -817578.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -817578.750000 Penalty: 3013.522217
	Iteration 98Q: 3 clusters Score -817578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -817581.937500 Penalty: 3013.522217
	Iteration 99Q: 3 clusters Score -817581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -817582.437500 Penalty: 3013.522217
	Iteration 100F: 3 clusters Score -817582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -817584.125000 Penalty: 3013.522217
	Iteration 101Q: 3 clusters Score -817584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -817589.125000 Penalty: 3013.522217
	Iteration 102Q: 3 clusters Score -817589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -817587.687500 Penalty: 3013.522217
	Iteration 103Q: 3 clusters Score -817587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -817589.000000 Penalty: 3013.522217
	Iteration 104Q: 3 clusters Score -817589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -817590.500000 Penalty: 3013.522217
	Iteration 105Q: 3 clusters Score -817590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -817591.687500 Penalty: 3013.522217
	Iteration 106Q: 3 clusters Score -817591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -817592.062500 Penalty: 3013.522217
	Iteration 107Q: 3 clusters Score -817592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -817596.312500 Penalty: 3013.522217
	Iteration 108Q: 3 clusters Score -817596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -817597.812500 Penalty: 3013.522217
	Iteration 109Q: 3 clusters Score -817597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -817600.187500 Penalty: 3013.522217
	Iteration 110Q: 3 clusters Score -817600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -817600.187500 Penalty: 3013.522217
	Iteration 111Q: 3 clusters Score -817600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -817600.062500 Penalty: 3013.522217
	Iteration 112Q: 3 clusters Score -817600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -817601.312500 Penalty: 3013.522217
	Iteration 113Q: 3 clusters Score -817601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -817602.312500 Penalty: 3013.522217
	Iteration 114Q: 3 clusters Score -817602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -817600.000000 Penalty: 3013.522217
	Iteration 115Q: 3 clusters Score -817600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -817600.000000 Penalty: 3013.522217
	Iteration 116F: 3 clusters Score -817600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -382636.875000 Penalty: 1375.194824
	Iteration 0F: 2 clusters Score -382636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -378767.218750 Penalty: 2750.389648
	Iteration 0F: 3 clusters Score -378767.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -379973.031250 Penalty: 2750.389648
	Iteration 1F: 3 clusters Score -379973 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -380319.218750 Penalty: 2750.389648
	Iteration 2F: 3 clusters Score -380319.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -380653.937500 Penalty: 2750.389648
	Iteration 3F: 3 clusters Score -380653.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -380963.218750 Penalty: 2750.389648
	Iteration 4F: 3 clusters Score -380963.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -381218.187500 Penalty: 2750.389648
	Iteration 5F: 3 clusters Score -381218.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -381406.250000 Penalty: 2750.389648
	Iteration 6F: 3 clusters Score -381406.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -381510.125000 Penalty: 2750.389648
	Iteration 7Q: 3 clusters Score -381510.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -381563.343750 Penalty: 2750.389648
	Iteration 8Q: 3 clusters Score -381563.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -381590.375000 Penalty: 2750.389648
	Iteration 9Q: 3 clusters Score -381590.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -381607.093750 Penalty: 2750.389648
	Iteration 10Q: 3 clusters Score -381607.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -381620.000000 Penalty: 2750.389648
	Iteration 11Q: 3 clusters Score -381620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -381629.062500 Penalty: 2750.389648
	Iteration 12Q: 3 clusters Score -381629.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -381632.437500 Penalty: 2750.389648
	Iteration 13Q: 3 clusters Score -381632.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -381637.187500 Penalty: 2750.389648
	Iteration 14Q: 3 clusters Score -381637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -381637.312500 Penalty: 2750.389648
	Iteration 15Q: 3 clusters Score -381637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -381638.437500 Penalty: 2750.389648
	Iteration 16Q: 3 clusters Score -381638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -381639.218750 Penalty: 2750.389648
	Iteration 17Q: 3 clusters Score -381639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -381639.656250 Penalty: 2750.389648
	Iteration 18Q: 3 clusters Score -381639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -381639.656250 Penalty: 2750.389648
	Iteration 19F: 3 clusters Score -381639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -82849.578125 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -82849.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81360.187500 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -81360.19 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81766.000000 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -81766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -81973.226562 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -81973.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82161.507812 Penalty: 2283.010986
	Iteration 3F: 3 clusters Score -82161.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82361.773438 Penalty: 2283.010986
	Iteration 4F: 3 clusters Score -82361.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82492.070312 Penalty: 2283.010986
	Iteration 5F: 3 clusters Score -82492.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -82550.062500 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -82550.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82578.593750 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -82578.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82594.093750 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -82594.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82608.828125 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -82608.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82626.351562 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -82626.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82636.117188 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -82636.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82645.273438 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -82645.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82650.890625 Penalty: 2283.010986
	Iteration 13Q: 3 clusters Score -82650.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82654.453125 Penalty: 2283.010986
	Iteration 14Q: 3 clusters Score -82654.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82655.359375 Penalty: 2283.010986
	Iteration 15Q: 3 clusters Score -82655.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82655.359375 Penalty: 2283.010986
	Iteration 16F: 3 clusters Score -82655.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Entering Unmasked Estep 
Score: -3168995.250000 Penalty: 1707.367065
	Iteration 0F: 2 clusters Score -3168995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3144568.500000 Penalty: 3414.734131
	Iteration 0F: 3 clusters Score -3144568 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3153875.500000 Penalty: 3414.734131
	Iteration 1F: 3 clusters Score -3153876 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3154256.000000 Penalty: 3414.734131
	Iteration 2Q: 3 clusters Score -3154256 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3154642.000000 Penalty: 3414.734131
	Iteration 3Q: 3 clusters Score -3154642 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3155037.500000 Penalty: 3414.734131
	Iteration 4Q: 3 clusters Score -3155038 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3155506.500000 Penalty: 3414.734131
	Iteration 5Q: 3 clusters Score -3155506 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3156095.250000 Penalty: 3414.734131
	Iteration 6Q: 3 clusters Score -3156095 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3156962.250000 Penalty: 3414.734131
	Iteration 7Q: 3 clusters Score -3156962 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3158188.250000 Penalty: 3414.734131
	Iteration 8F: 3 clusters Score -3158188 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3159674.500000 Penalty: 3414.734131
	Iteration 9F: 3 clusters Score -3159674 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3161273.250000 Penalty: 3414.734131
	Iteration 10F: 3 clusters Score -3161273 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3162715.500000 Penalty: 3414.734131
	Iteration 11F: 3 clusters Score -3162716 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3163993.000000 Penalty: 3414.734131
	Iteration 12Q: 3 clusters Score -3163993 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3165031.500000 Penalty: 3414.734131
	Iteration 13Q: 3 clusters Score -3165032 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -3165803.250000 Penalty: 3414.734131
	Iteration 14Q: 3 clusters Score -3165803 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3166427.750000 Penalty: 3414.734131
	Iteration 15Q: 3 clusters Score -3166428 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -3166856.250000 Penalty: 3414.734131
	Iteration 16Q: 3 clusters Score -3166856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -3167102.750000 Penalty: 3414.734131
	Iteration 17Q: 3 clusters Score -3167103 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -3167229.750000 Penalty: 3414.734131
	Iteration 18Q: 3 clusters Score -3167230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3167317.250000 Penalty: 3414.734131
	Iteration 19Q: 3 clusters Score -3167317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3167363.750000 Penalty: 3414.734131
	Iteration 20F: 3 clusters Score -3167364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3167401.500000 Penalty: 3414.734131
	Iteration 21Q: 3 clusters Score -3167402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -3167425.750000 Penalty: 3414.734131
	Iteration 22Q: 3 clusters Score -3167426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3167451.000000 Penalty: 3414.734131
	Iteration 23Q: 3 clusters Score -3167451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3167465.500000 Penalty: 3414.734131
	Iteration 24Q: 3 clusters Score -3167466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -3167473.250000 Penalty: 3414.734131
	Iteration 25Q: 3 clusters Score -3167473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3167481.500000 Penalty: 3414.734131
	Iteration 26Q: 3 clusters Score -3167482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -3167483.750000 Penalty: 3414.734131
	Iteration 27Q: 3 clusters Score -3167484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3167482.000000 Penalty: 3414.734131
	Iteration 28Q: 3 clusters Score -3167482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3167482.000000 Penalty: 3414.734131
	Iteration 29F: 3 clusters Score -3167482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -653735.125000 Penalty: 1444.937622
	Iteration 0F: 2 clusters Score -653735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -648322.812500 Penalty: 2889.875244
	Iteration 0F: 3 clusters Score -648322.8 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -650050.187500 Penalty: 2889.875244
	Iteration 1F: 3 clusters Score -650050.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -650349.750000 Penalty: 2889.875244
	Iteration 2F: 3 clusters Score -650349.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -650549.312500 Penalty: 2889.875244
	Iteration 3F: 3 clusters Score -650549.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -650676.062500 Penalty: 2889.875244
	Iteration 4Q: 3 clusters Score -650676.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -650785.125000 Penalty: 2889.875244
	Iteration 5Q: 3 clusters Score -650785.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -650871.000000 Penalty: 2889.875244
	Iteration 6Q: 3 clusters Score -650871 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -650953.875000 Penalty: 2889.875244
	Iteration 7Q: 3 clusters Score -650953.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -651038.562500 Penalty: 2889.875244
	Iteration 8Q: 3 clusters Score -651038.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -651127.562500 Penalty: 2889.875244
	Iteration 9Q: 3 clusters Score -651127.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -651235.687500 Penalty: 2889.875244
	Iteration 10Q: 3 clusters Score -651235.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -651364.625000 Penalty: 2889.875244
	Iteration 11Q: 3 clusters Score -651364.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -651470.062500 Penalty: 2889.875244
	Iteration 12Q: 3 clusters Score -651470.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -651577.625000 Penalty: 2889.875244
	Iteration 13Q: 3 clusters Score -651577.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -651671.750000 Penalty: 2889.875244
	Iteration 14Q: 3 clusters Score -651671.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -651755.250000 Penalty: 2889.875244
	Iteration 15Q: 3 clusters Score -651755.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -651838.562500 Penalty: 2889.875244
	Iteration 16Q: 3 clusters Score -651838.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -651911.125000 Penalty: 2889.875244
	Iteration 17Q: 3 clusters Score -651911.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -651984.500000 Penalty: 2889.875244
	Iteration 18Q: 3 clusters Score -651984.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -652055.687500 Penalty: 2889.875244
	Iteration 19Q: 3 clusters Score -652055.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -652116.000000 Penalty: 2889.875244
	Iteration 20F: 3 clusters Score -652116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -652158.062500 Penalty: 2889.875244
	Iteration 21Q: 3 clusters Score -652158.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -652198.375000 Penalty: 2889.875244
	Iteration 22Q: 3 clusters Score -652198.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -652235.437500 Penalty: 2889.875244
	Iteration 23Q: 3 clusters Score -652235.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -652260.750000 Penalty: 2889.875244
	Iteration 24Q: 3 clusters Score -652260.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -652284.937500 Penalty: 2889.875244
	Iteration 25Q: 3 clusters Score -652284.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -652300.937500 Penalty: 2889.875244
	Iteration 26Q: 3 clusters Score -652300.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -652315.187500 Penalty: 2889.875244
	Iteration 27Q: 3 clusters Score -652315.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -652325.687500 Penalty: 2889.875244
	Iteration 28Q: 3 clusters Score -652325.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -652335.625000 Penalty: 2889.875244
	Iteration 29Q: 3 clusters Score -652335.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -652343.187500 Penalty: 2889.875244
	Iteration 30Q: 3 clusters Score -652343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -652350.812500 Penalty: 2889.875244
	Iteration 31Q: 3 clusters Score -652350.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -652358.437500 Penalty: 2889.875244
	Iteration 32Q: 3 clusters Score -652358.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -652368.812500 Penalty: 2889.875244
	Iteration 33Q: 3 clusters Score -652368.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -652379.187500 Penalty: 2889.875244
	Iteration 34Q: 3 clusters Score -652379.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -652390.875000 Penalty: 2889.875244
	Iteration 35Q: 3 clusters Score -652390.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -652402.437500 Penalty: 2889.875244
	Iteration 36Q: 3 clusters Score -652402.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -652413.000000 Penalty: 2889.875244
	Iteration 37Q: 3 clusters Score -652413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -652421.625000 Penalty: 2889.875244
	Iteration 38Q: 3 clusters Score -652421.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -652429.437500 Penalty: 2889.875244
	Iteration 39Q: 3 clusters Score -652429.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -652436.250000 Penalty: 2889.875244
	Iteration 40F: 3 clusters Score -652436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -652440.812500 Penalty: 2889.875244
	Iteration 41Q: 3 clusters Score -652440.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -652446.500000 Penalty: 2889.875244
	Iteration 42Q: 3 clusters Score -652446.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -652451.812500 Penalty: 2889.875244
	Iteration 43Q: 3 clusters Score -652451.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -652462.125000 Penalty: 2889.875244
	Iteration 44Q: 3 clusters Score -652462.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -652473.562500 Penalty: 2889.875244
	Iteration 45Q: 3 clusters Score -652473.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -652482.875000 Penalty: 2889.875244
	Iteration 46Q: 3 clusters Score -652482.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -652494.437500 Penalty: 2889.875244
	Iteration 47Q: 3 clusters Score -652494.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -652505.812500 Penalty: 2889.875244
	Iteration 48Q: 3 clusters Score -652505.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -652524.437500 Penalty: 2889.875244
	Iteration 49Q: 3 clusters Score -652524.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -652546.250000 Penalty: 2889.875244
	Iteration 50Q: 3 clusters Score -652546.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -652561.250000 Penalty: 2889.875244
	Iteration 51Q: 3 clusters Score -652561.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -652581.500000 Penalty: 2889.875244
	Iteration 52Q: 3 clusters Score -652581.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -652601.187500 Penalty: 2889.875244
	Iteration 53Q: 3 clusters Score -652601.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -652619.875000 Penalty: 2889.875244
	Iteration 54Q: 3 clusters Score -652619.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -652633.375000 Penalty: 2889.875244
	Iteration 55Q: 3 clusters Score -652633.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -652651.500000 Penalty: 2889.875244
	Iteration 56Q: 3 clusters Score -652651.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -652667.000000 Penalty: 2889.875244
	Iteration 57Q: 3 clusters Score -652667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -652679.625000 Penalty: 2889.875244
	Iteration 58Q: 3 clusters Score -652679.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -652688.687500 Penalty: 2889.875244
	Iteration 59Q: 3 clusters Score -652688.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -652695.437500 Penalty: 2889.875244
	Iteration 60F: 3 clusters Score -652695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -652703.312500 Penalty: 2889.875244
	Iteration 61Q: 3 clusters Score -652703.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -652713.812500 Penalty: 2889.875244
	Iteration 62Q: 3 clusters Score -652713.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -652722.062500 Penalty: 2889.875244
	Iteration 63Q: 3 clusters Score -652722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -652733.187500 Penalty: 2889.875244
	Iteration 64Q: 3 clusters Score -652733.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -652740.875000 Penalty: 2889.875244
	Iteration 65Q: 3 clusters Score -652740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -652744.312500 Penalty: 2889.875244
	Iteration 66Q: 3 clusters Score -652744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -652750.062500 Penalty: 2889.875244
	Iteration 67Q: 3 clusters Score -652750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -652753.375000 Penalty: 2889.875244
	Iteration 68Q: 3 clusters Score -652753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -652755.437500 Penalty: 2889.875244
	Iteration 69Q: 3 clusters Score -652755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -652759.750000 Penalty: 2889.875244
	Iteration 70Q: 3 clusters Score -652759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -652764.312500 Penalty: 2889.875244
	Iteration 71Q: 3 clusters Score -652764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -652767.375000 Penalty: 2889.875244
	Iteration 72Q: 3 clusters Score -652767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -652771.187500 Penalty: 2889.875244
	Iteration 73Q: 3 clusters Score -652771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -652774.875000 Penalty: 2889.875244
	Iteration 74Q: 3 clusters Score -652774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -652780.562500 Penalty: 2889.875244
	Iteration 75Q: 3 clusters Score -652780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -652786.937500 Penalty: 2889.875244
	Iteration 76Q: 3 clusters Score -652786.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -652793.687500 Penalty: 2889.875244
	Iteration 77Q: 3 clusters Score -652793.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -652798.625000 Penalty: 2889.875244
	Iteration 78Q: 3 clusters Score -652798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -652799.750000 Penalty: 2889.875244
	Iteration 79Q: 3 clusters Score -652799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -652802.375000 Penalty: 2889.875244
	Iteration 80F: 3 clusters Score -652802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -652803.312500 Penalty: 2889.875244
	Iteration 81Q: 3 clusters Score -652803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -652804.500000 Penalty: 2889.875244
	Iteration 82Q: 3 clusters Score -652804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -652805.437500 Penalty: 2889.875244
	Iteration 83Q: 3 clusters Score -652805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -652807.375000 Penalty: 2889.875244
	Iteration 84Q: 3 clusters Score -652807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -652809.187500 Penalty: 2889.875244
	Iteration 85Q: 3 clusters Score -652809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -652809.062500 Penalty: 2889.875244
	Iteration 86Q: 3 clusters Score -652809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -652810.937500 Penalty: 2889.875244
	Iteration 87Q: 3 clusters Score -652810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -652815.750000 Penalty: 2889.875244
	Iteration 88Q: 3 clusters Score -652815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -652825.875000 Penalty: 2889.875244
	Iteration 89Q: 3 clusters Score -652825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -652830.625000 Penalty: 2889.875244
	Iteration 90Q: 3 clusters Score -652830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -652835.000000 Penalty: 2889.875244
	Iteration 91Q: 3 clusters Score -652835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -652837.875000 Penalty: 2889.875244
	Iteration 92Q: 3 clusters Score -652837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -652841.187500 Penalty: 2889.875244
	Iteration 93Q: 3 clusters Score -652841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -652844.312500 Penalty: 2889.875244
	Iteration 94Q: 3 clusters Score -652844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -652850.687500 Penalty: 2889.875244
	Iteration 95Q: 3 clusters Score -652850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -652852.687500 Penalty: 2889.875244
	Iteration 96Q: 3 clusters Score -652852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -652853.250000 Penalty: 2889.875244
	Iteration 97Q: 3 clusters Score -652853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -652854.000000 Penalty: 2889.875244
	Iteration 98Q: 3 clusters Score -652854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -652855.437500 Penalty: 2889.875244
	Iteration 99Q: 3 clusters Score -652855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -652856.812500 Penalty: 2889.875244
	Iteration 100F: 3 clusters Score -652856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -652857.125000 Penalty: 2889.875244
	Iteration 101Q: 3 clusters Score -652857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -652858.000000 Penalty: 2889.875244
	Iteration 102Q: 3 clusters Score -652858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -652858.000000 Penalty: 2889.875244
	Iteration 103F: 3 clusters Score -652858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -164059.218750 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -164059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -162001.187500 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -162001.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -162427.765625 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -162427.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162537.218750 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -162537.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162604.296875 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -162604.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162658.765625 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -162658.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162697.125000 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -162697.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162725.390625 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -162725.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162749.906250 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -162749.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162773.234375 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -162773.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162789.859375 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -162789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162802.453125 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -162802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162814.546875 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -162814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162823.703125 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -162823.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162835.328125 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -162835.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162846.203125 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -162846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162860.000000 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -162860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162873.671875 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -162873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162880.500000 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -162880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -162888.437500 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -162888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162896.718750 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -162896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162906.562500 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -162906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -162913.687500 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -162913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -162924.921875 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -162924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -162935.406250 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -162935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -162944.515625 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -162944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -162953.781250 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -162953.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -162963.984375 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -162964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162970.812500 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -162970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -162976.484375 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -162976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -162982.234375 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -162982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -162986.000000 Penalty: 2462.730957
	Iteration 30Q: 3 clusters Score -162986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -162987.109375 Penalty: 2462.730957
	Iteration 31Q: 3 clusters Score -162987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -162988.015625 Penalty: 2462.730957
	Iteration 32Q: 3 clusters Score -162988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -162988.609375 Penalty: 2462.730957
	Iteration 33Q: 3 clusters Score -162988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -162988.609375 Penalty: 2462.730957
	Iteration 34F: 3 clusters Score -162988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -103975.109375 Penalty: 1160.709473
	Iteration 0F: 2 clusters Score -103975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102371.156250 Penalty: 2321.418945
	Iteration 0F: 3 clusters Score -102371.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102654.671875 Penalty: 2321.418945
	Iteration 1F: 3 clusters Score -102654.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102790.226562 Penalty: 2321.418945
	Iteration 2F: 3 clusters Score -102790.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102907.968750 Penalty: 2321.418945
	Iteration 3F: 3 clusters Score -102908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -102964.289062 Penalty: 2321.418945
	Iteration 4Q: 3 clusters Score -102964.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -103003.929688 Penalty: 2321.418945
	Iteration 5Q: 3 clusters Score -103003.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -103043.617188 Penalty: 2321.418945
	Iteration 6Q: 3 clusters Score -103043.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -103100.062500 Penalty: 2321.418945
	Iteration 7Q: 3 clusters Score -103100.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -103150.750000 Penalty: 2321.418945
	Iteration 8Q: 3 clusters Score -103150.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -103196.171875 Penalty: 2321.418945
	Iteration 9Q: 3 clusters Score -103196.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -103234.960938 Penalty: 2321.418945
	Iteration 10Q: 3 clusters Score -103235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -103255.500000 Penalty: 2321.418945
	Iteration 11Q: 3 clusters Score -103255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -103267.640625 Penalty: 2321.418945
	Iteration 12Q: 3 clusters Score -103267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -103276.273438 Penalty: 2321.418945
	Iteration 13Q: 3 clusters Score -103276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -103284.281250 Penalty: 2321.418945
	Iteration 14Q: 3 clusters Score -103284.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103293.781250 Penalty: 2321.418945
	Iteration 15Q: 3 clusters Score -103293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103305.593750 Penalty: 2321.418945
	Iteration 16Q: 3 clusters Score -103305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -103309.265625 Penalty: 2321.418945
	Iteration 17Q: 3 clusters Score -103309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -103311.554688 Penalty: 2321.418945
	Iteration 18Q: 3 clusters Score -103311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103312.078125 Penalty: 2321.418945
	Iteration 19Q: 3 clusters Score -103312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -103312.078125 Penalty: 2321.418945
	Iteration 20F: 3 clusters Score -103312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -47724.792969 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -47724.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -46614.917969 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -46614.92 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46833.863281 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -46833.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46920.875000 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -46920.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46991.011719 Penalty: 2077.916992
	Iteration 3Q: 3 clusters Score -46991.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47077.531250 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -47077.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47154.851562 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -47154.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47202.734375 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -47202.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47215.628906 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -47215.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47225.632812 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -47225.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47232.855469 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -47232.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47234.332031 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -47234.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47235.191406 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -47235.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47235.191406 Penalty: 2077.916992
	Iteration 12F: 3 clusters Score -47235.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (77293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Entering Unmasked Estep 
Score: -6718332.000000 Penalty: 1828.995728
	Iteration 0F: 2 clusters Score -6718332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -6666745.500000 Penalty: 3657.991455
	Iteration 0F: 3 clusters Score -6666746 nChanged 36667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -6687856.000000 Penalty: 3657.991455
	Iteration 1F: 3 clusters Score -6687856 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6688825.000000 Penalty: 3657.991455
	Iteration 2Q: 3 clusters Score -6688825 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6690323.500000 Penalty: 3657.991455
	Iteration 3Q: 3 clusters Score -6690324 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6693028.500000 Penalty: 3657.991455
	Iteration 4F: 3 clusters Score -6693028 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6697380.000000 Penalty: 3657.991455
	Iteration 5F: 3 clusters Score -6697380 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6703159.000000 Penalty: 3657.991455
	Iteration 6F: 3 clusters Score -6703159 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -6708793.000000 Penalty: 3657.991455
	Iteration 7F: 3 clusters Score -6708793 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -6712832.500000 Penalty: 3657.991455
	Iteration 8F: 3 clusters Score -6712832 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6714983.000000 Penalty: 3657.991455
	Iteration 9Q: 3 clusters Score -6714983 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6715913.000000 Penalty: 3657.991455
	Iteration 10Q: 3 clusters Score -6715913 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6716278.000000 Penalty: 3657.991455
	Iteration 11Q: 3 clusters Score -6716278 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6716484.000000 Penalty: 3657.991455
	Iteration 12Q: 3 clusters Score -6716484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6716600.000000 Penalty: 3657.991455
	Iteration 13Q: 3 clusters Score -6716600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6716668.500000 Penalty: 3657.991455
	Iteration 14Q: 3 clusters Score -6716668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6716717.000000 Penalty: 3657.991455
	Iteration 15Q: 3 clusters Score -6716717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6716735.500000 Penalty: 3657.991455
	Iteration 16Q: 3 clusters Score -6716736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6716750.000000 Penalty: 3657.991455
	Iteration 17Q: 3 clusters Score -6716750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6716747.500000 Penalty: 3657.991455
	Iteration 18Q: 3 clusters Score -6716748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6716759.000000 Penalty: 3657.991455
	Iteration 19Q: 3 clusters Score -6716759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6716771.000000 Penalty: 3657.991455
	Iteration 20F: 3 clusters Score -6716771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6716772.000000 Penalty: 3657.991455
	Iteration 21Q: 3 clusters Score -6716772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6716772.500000 Penalty: 3657.991455
	Iteration 22Q: 3 clusters Score -6716772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6716770.500000 Penalty: 3657.991455
	Iteration 23Q: 3 clusters Score -6716770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6716772.500000 Penalty: 3657.991455
	Iteration 24Q: 3 clusters Score -6716772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6716777.500000 Penalty: 3657.991455
	Iteration 25Q: 3 clusters Score -6716778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6716780.000000 Penalty: 3657.991455
	Iteration 26Q: 3 clusters Score -6716780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6716776.500000 Penalty: 3657.991455
	Iteration 27Q: 3 clusters Score -6716776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6716780.000000 Penalty: 3657.991455
	Iteration 28Q: 3 clusters Score -6716780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6716785.000000 Penalty: 3657.991455
	Iteration 29Q: 3 clusters Score -6716785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6716787.500000 Penalty: 3657.991455
	Iteration 30Q: 3 clusters Score -6716788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6716787.000000 Penalty: 3657.991455
	Iteration 31Q: 3 clusters Score -6716787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6716789.000000 Penalty: 3657.991455
	Iteration 32Q: 3 clusters Score -6716789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6716787.000000 Penalty: 3657.991455
	Iteration 33Q: 3 clusters Score -6716787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6716786.500000 Penalty: 3657.991455
	Iteration 34Q: 3 clusters Score -6716786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6716789.000000 Penalty: 3657.991455
	Iteration 35Q: 3 clusters Score -6716789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6716786.000000 Penalty: 3657.991455
	Iteration 36Q: 3 clusters Score -6716786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6716795.500000 Penalty: 3657.991455
	Iteration 37Q: 3 clusters Score -6716796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6716800.000000 Penalty: 3657.991455
	Iteration 38Q: 3 clusters Score -6716800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6716796.000000 Penalty: 3657.991455
	Iteration 39Q: 3 clusters Score -6716796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6716801.500000 Penalty: 3657.991455
	Iteration 40F: 3 clusters Score -6716802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11053 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4470 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128794 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318488.000000 Penalty: 73493.570312
Iteration 159Q: 34 clusters Score -7.631849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173250 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72945 members 
Mstep: Class 12 contains 7322 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11053 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4471 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128790 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318536.000000 Penalty: 73493.570312
Iteration 160F: 34 clusters Score -7.631854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15349 members 
Mstep: Class 9 contains 82258 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72946 members 
Mstep: Class 12 contains 7324 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128783 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318544.000000 Penalty: 73493.570312
Iteration 161Q: 34 clusters Score -7.631854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 82258 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72946 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128777 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318608.000000 Penalty: 73493.570312
Iteration 162Q: 34 clusters Score -7.631861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72946 members 
Mstep: Class 12 contains 7328 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5963 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128773 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318592.000000 Penalty: 73493.570312
Iteration 163Q: 34 clusters Score -7.631859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72944 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128764 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318568.000000 Penalty: 73493.570312
Iteration 164Q: 34 clusters Score -7.631857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101928 members 
Mstep: Class 7 contains 30047 members 
Mstep: Class 8 contains 15342 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72943 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11057 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128759 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 165Q: 34 clusters Score -7.631856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101925 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15341 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72941 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128755 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318568.000000 Penalty: 73493.570312
Iteration 166Q: 34 clusters Score -7.631857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173244 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101923 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15340 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72940 members 
Mstep: Class 12 contains 7347 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128754 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318584.000000 Penalty: 73493.570312
Iteration 167Q: 34 clusters Score -7.631858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101920 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15337 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72939 members 
Mstep: Class 12 contains 7352 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11062 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128752 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318616.000000 Penalty: 73493.570312
Iteration 168Q: 34 clusters Score -7.631862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173244 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101918 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15334 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7356 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128752 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318608.000000 Penalty: 73493.570312
Iteration 169Q: 34 clusters Score -7.631861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101917 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15331 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7360 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128749 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318608.000000 Penalty: 73493.570312
Iteration 170Q: 34 clusters Score -7.631861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101916 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 82260 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72938 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128747 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318592.000000 Penalty: 73493.570312
Iteration 171Q: 34 clusters Score -7.631859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128748 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 172Q: 34 clusters Score -7.631856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128747 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 173Q: 34 clusters Score -7.631856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 82259 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128746 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318568.000000 Penalty: 73493.570312
Iteration 174Q: 34 clusters Score -7.631857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101914 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 82258 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128744 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318592.000000 Penalty: 73493.570312
Iteration 175Q: 34 clusters Score -7.631859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7377 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128742 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318560.000000 Penalty: 73493.570312
Iteration 176Q: 34 clusters Score -7.631856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101912 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15318 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128741 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318544.000000 Penalty: 73493.570312
Iteration 177Q: 34 clusters Score -7.631854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101910 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15313 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128740 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 178Q: 34 clusters Score -7.631852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15304 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7398 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128738 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318528.000000 Penalty: 73493.570312
Iteration 179Q: 34 clusters Score -7.631853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7404 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128736 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318536.000000 Penalty: 73493.570312
Iteration 180F: 34 clusters Score -7.631854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173245 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101912 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15297 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7408 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318512.000000 Penalty: 73493.570312
Iteration 181Q: 34 clusters Score -7.631851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7409 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318512.000000 Penalty: 73493.570312
Iteration 182Q: 34 clusters Score -7.631851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15293 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7411 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318504.000000 Penalty: 73493.570312
Iteration 183Q: 34 clusters Score -7.63185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173246 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15292 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318504.000000 Penalty: 73493.570312
Iteration 184Q: 34 clusters Score -7.63185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101913 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15290 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318512.000000 Penalty: 73493.570312
Iteration 185Q: 34 clusters Score -7.631851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15288 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 186Q: 34 clusters Score -7.631852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15288 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318520.000000 Penalty: 73493.570312
Iteration 187F: 34 clusters Score -7.631852e+07 nChanged 0
Entering ConstructFrom: 
Score: -76318520.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -239637.578125 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -239637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -236950.828125 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -236950.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237664.156250 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -237664.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -237870.000000 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -237870 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -238042.406250 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -238042.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238216.187500 Penalty: 2596.276367
	Iteration 4F: 3 clusters Score -238216.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -238395.437500 Penalty: 2596.276367
	Iteration 5F: 3 clusters Score -238395.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -238545.781250 Penalty: 2596.276367
	Iteration 6Q: 3 clusters Score -238545.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -238651.031250 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -238651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -238734.546875 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -238734.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -238800.812500 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -238800.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238860.718750 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -238860.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -238912.296875 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -238912.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -238956.171875 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -238956.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238989.593750 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -238989.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -239016.156250 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -239016.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -239029.718750 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -239029.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239042.968750 Penalty: 2596.276367
	Iteration 16Q: 3 clusters Score -239043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -239052.484375 Penalty: 2596.276367
	Iteration 17Q: 3 clusters Score -239052.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -239057.187500 Penalty: 2596.276367
	Iteration 18Q: 3 clusters Score -239057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -239063.437500 Penalty: 2596.276367
	Iteration 19Q: 3 clusters Score -239063.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -239067.687500 Penalty: 2596.276367
	Iteration 20F: 3 clusters Score -239067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -239071.234375 Penalty: 2596.276367
	Iteration 21Q: 3 clusters Score -239071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239075.093750 Penalty: 2596.276367
	Iteration 22Q: 3 clusters Score -239075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -239077.375000 Penalty: 2596.276367
	Iteration 23Q: 3 clusters Score -239077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -239077.968750 Penalty: 2596.276367
	Iteration 24Q: 3 clusters Score -239078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239079.250000 Penalty: 2596.276367
	Iteration 25Q: 3 clusters Score -239079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -239079.656250 Penalty: 2596.276367
	Iteration 26Q: 3 clusters Score -239079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -239079.406250 Penalty: 2596.276367
	Iteration 27Q: 3 clusters Score -239079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -239079.406250 Penalty: 2596.276367
	Iteration 28F: 3 clusters Score -239079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Entering Unmasked Estep 
Score: -1567285.500000 Penalty: 1593.077881
	Iteration 0F: 2 clusters Score -1567286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1554777.375000 Penalty: 3186.155762
	Iteration 0F: 3 clusters Score -1554777 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1559231.750000 Penalty: 3186.155762
	Iteration 1F: 3 clusters Score -1559232 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1559596.500000 Penalty: 3186.155762
	Iteration 2F: 3 clusters Score -1559596 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1559981.750000 Penalty: 3186.155762
	Iteration 3F: 3 clusters Score -1559982 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1560396.625000 Penalty: 3186.155762
	Iteration 4F: 3 clusters Score -1560397 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1560862.625000 Penalty: 3186.155762
	Iteration 5F: 3 clusters Score -1560863 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1561357.875000 Penalty: 3186.155762
	Iteration 6F: 3 clusters Score -1561358 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1561822.875000 Penalty: 3186.155762
	Iteration 7F: 3 clusters Score -1561823 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1562240.625000 Penalty: 3186.155762
	Iteration 8F: 3 clusters Score -1562241 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1562575.750000 Penalty: 3186.155762
	Iteration 9Q: 3 clusters Score -1562576 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1562883.000000 Penalty: 3186.155762
	Iteration 10Q: 3 clusters Score -1562883 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1563156.875000 Penalty: 3186.155762
	Iteration 11Q: 3 clusters Score -1563157 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1563417.375000 Penalty: 3186.155762
	Iteration 12Q: 3 clusters Score -1563417 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1563647.875000 Penalty: 3186.155762
	Iteration 13Q: 3 clusters Score -1563648 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1563866.500000 Penalty: 3186.155762
	Iteration 14Q: 3 clusters Score -1563866 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1564093.125000 Penalty: 3186.155762
	Iteration 15Q: 3 clusters Score -1564093 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1564346.000000 Penalty: 3186.155762
	Iteration 16Q: 3 clusters Score -1564346 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1564616.000000 Penalty: 3186.155762
	Iteration 17Q: 3 clusters Score -1564616 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1564863.250000 Penalty: 3186.155762
	Iteration 18Q: 3 clusters Score -1564863 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1565091.750000 Penalty: 3186.155762
	Iteration 19Q: 3 clusters Score -1565092 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1565287.875000 Penalty: 3186.155762
	Iteration 20F: 3 clusters Score -1565288 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1565444.250000 Penalty: 3186.155762
	Iteration 21Q: 3 clusters Score -1565444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1565541.250000 Penalty: 3186.155762
	Iteration 22Q: 3 clusters Score -1565541 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1565619.375000 Penalty: 3186.155762
	Iteration 23Q: 3 clusters Score -1565619 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1565672.375000 Penalty: 3186.155762
	Iteration 24Q: 3 clusters Score -1565672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1565721.250000 Penalty: 3186.155762
	Iteration 25Q: 3 clusters Score -1565721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1565761.000000 Penalty: 3186.155762
	Iteration 26Q: 3 clusters Score -1565761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1565785.250000 Penalty: 3186.155762
	Iteration 27Q: 3 clusters Score -1565785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1565807.375000 Penalty: 3186.155762
	Iteration 28Q: 3 clusters Score -1565807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1565831.250000 Penalty: 3186.155762
	Iteration 29Q: 3 clusters Score -1565831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1565843.750000 Penalty: 3186.155762
	Iteration 30Q: 3 clusters Score -1565844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1565862.250000 Penalty: 3186.155762
	Iteration 31Q: 3 clusters Score -1565862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1565882.375000 Penalty: 3186.155762
	Iteration 32Q: 3 clusters Score -1565882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1565892.375000 Penalty: 3186.155762
	Iteration 33Q: 3 clusters Score -1565892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1565904.250000 Penalty: 3186.155762
	Iteration 34Q: 3 clusters Score -1565904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1565911.000000 Penalty: 3186.155762
	Iteration 35Q: 3 clusters Score -1565911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1565914.000000 Penalty: 3186.155762
	Iteration 36Q: 3 clusters Score -1565914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1565917.000000 Penalty: 3186.155762
	Iteration 37Q: 3 clusters Score -1565917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1565916.250000 Penalty: 3186.155762
	Iteration 38Q: 3 clusters Score -1565916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1565919.500000 Penalty: 3186.155762
	Iteration 39Q: 3 clusters Score -1565920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1565925.000000 Penalty: 3186.155762
	Iteration 40F: 3 clusters Score -1565925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1565927.125000 Penalty: 3186.155762
	Iteration 41Q: 3 clusters Score -1565927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1565928.750000 Penalty: 3186.155762
	Iteration 42Q: 3 clusters Score -1565929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1565928.875000 Penalty: 3186.155762
	Iteration 43Q: 3 clusters Score -1565929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1565931.375000 Penalty: 3186.155762
	Iteration 44Q: 3 clusters Score -1565931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1565932.000000 Penalty: 3186.155762
	Iteration 45Q: 3 clusters Score -1565932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1565933.625000 Penalty: 3186.155762
	Iteration 46Q: 3 clusters Score -1565934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1565935.625000 Penalty: 3186.155762
	Iteration 47Q: 3 clusters Score -1565936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1565935.625000 Penalty: 3186.155762
	Iteration 48F: 3 clusters Score -1565936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Entering Unmasked Estep 
Score: -1858359.750000 Penalty: 1636.529297
	Iteration 0F: 2 clusters Score -1858360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1842285.000000 Penalty: 3273.058594
	Iteration 0F: 3 clusters Score -1842285 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1848372.750000 Penalty: 3273.058594
	Iteration 1F: 3 clusters Score -1848373 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1849164.625000 Penalty: 3273.058594
	Iteration 2F: 3 clusters Score -1849165 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1850075.625000 Penalty: 3273.058594
	Iteration 3F: 3 clusters Score -1850076 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1851214.625000 Penalty: 3273.058594
	Iteration 4F: 3 clusters Score -1851215 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1852575.375000 Penalty: 3273.058594
	Iteration 5F: 3 clusters Score -1852575 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1853902.875000 Penalty: 3273.058594
	Iteration 6F: 3 clusters Score -1853903 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1855021.875000 Penalty: 3273.058594
	Iteration 7F: 3 clusters Score -1855022 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1855827.000000 Penalty: 3273.058594
	Iteration 8Q: 3 clusters Score -1855827 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1856271.375000 Penalty: 3273.058594
	Iteration 9Q: 3 clusters Score -1856271 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1856544.875000 Penalty: 3273.058594
	Iteration 10Q: 3 clusters Score -1856545 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1856720.500000 Penalty: 3273.058594
	Iteration 11Q: 3 clusters Score -1856720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1856846.750000 Penalty: 3273.058594
	Iteration 12Q: 3 clusters Score -1856847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1856919.750000 Penalty: 3273.058594
	Iteration 13Q: 3 clusters Score -1856920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1856963.000000 Penalty: 3273.058594
	Iteration 14Q: 3 clusters Score -1856963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1857002.500000 Penalty: 3273.058594
	Iteration 15Q: 3 clusters Score -1857002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1857034.250000 Penalty: 3273.058594
	Iteration 16Q: 3 clusters Score -1857034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1857062.625000 Penalty: 3273.058594
	Iteration 17Q: 3 clusters Score -1857063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1857084.625000 Penalty: 3273.058594
	Iteration 18Q: 3 clusters Score -1857085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1857086.875000 Penalty: 3273.058594
	Iteration 19Q: 3 clusters Score -1857087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1857088.625000 Penalty: 3273.058594
	Iteration 20F: 3 clusters Score -1857089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1857088.625000 Penalty: 3273.058594
	Iteration 21Q: 3 clusters Score -1857089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1857090.125000 Penalty: 3273.058594
	Iteration 22Q: 3 clusters Score -1857090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1857090.125000 Penalty: 3273.058594
	Iteration 23F: 3 clusters Score -1857090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173247 members 
Entering Unmasked Estep 
Score: -15772990.000000 Penalty: 1960.151855
	Iteration 0F: 2 clusters Score -1.577299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -15656603.000000 Penalty: 3920.303711
	Iteration 0F: 3 clusters Score -1.56566e+07 nChanged 83976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -15706427.000000 Penalty: 3920.303711
	Iteration 1F: 3 clusters Score -1.570643e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -15708324.000000 Penalty: 3920.303711
	Iteration 2Q: 3 clusters Score -1.570832e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -15711806.000000 Penalty: 3920.303711
	Iteration 3Q: 3 clusters Score -1.571181e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -15717989.000000 Penalty: 3920.303711
	Iteration 4F: 3 clusters Score -1.571799e+07 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -15727850.000000 Penalty: 3920.303711
	Iteration 5F: 3 clusters Score -1.572785e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -15741298.000000 Penalty: 3920.303711
	Iteration 6F: 3 clusters Score -1.57413e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -15753911.000000 Penalty: 3920.303711
	Iteration 7F: 3 clusters Score -1.575391e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -15762003.000000 Penalty: 3920.303711
	Iteration 8F: 3 clusters Score -1.5762e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -15766616.000000 Penalty: 3920.303711
	Iteration 9Q: 3 clusters Score -1.576662e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15769181.000000 Penalty: 3920.303711
	Iteration 10Q: 3 clusters Score -1.576918e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15770362.000000 Penalty: 3920.303711
	Iteration 11Q: 3 clusters Score -1.577036e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15770824.000000 Penalty: 3920.303711
	Iteration 12Q: 3 clusters Score -1.577082e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -15771037.000000 Penalty: 3920.303711
	Iteration 13Q: 3 clusters Score -1.577104e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15771106.000000 Penalty: 3920.303711
	Iteration 14Q: 3 clusters Score -1.577111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15771158.000000 Penalty: 3920.303711
	Iteration 15Q: 3 clusters Score -1.577116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15771192.000000 Penalty: 3920.303711
	Iteration 16Q: 3 clusters Score -1.577119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15771218.000000 Penalty: 3920.303711
	Iteration 17Q: 3 clusters Score -1.577122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173001 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15771235.000000 Penalty: 3920.303711
	Iteration 18Q: 3 clusters Score -1.577124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173005 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15771241.000000 Penalty: 3920.303711
	Iteration 19Q: 3 clusters Score -1.577124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15771250.000000 Penalty: 3920.303711
	Iteration 20F: 3 clusters Score -1.577125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173016 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15771253.000000 Penalty: 3920.303711
	Iteration 21Q: 3 clusters Score -1.577125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173016 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15771251.000000 Penalty: 3920.303711
	Iteration 22Q: 3 clusters Score -1.577125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15771256.000000 Penalty: 3920.303711
	Iteration 23Q: 3 clusters Score -1.577126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15771255.000000 Penalty: 3920.303711
	Iteration 24Q: 3 clusters Score -1.577126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15771255.000000 Penalty: 3920.303711
	Iteration 25F: 3 clusters Score -1.577126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -469778.312500 Penalty: 1404.478516
	Iteration 0F: 2 clusters Score -469778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -465389.593750 Penalty: 2808.957031
	Iteration 0F: 3 clusters Score -465389.6 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -466832.812500 Penalty: 2808.957031
	Iteration 1F: 3 clusters Score -466832.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -467232.125000 Penalty: 2808.957031
	Iteration 2F: 3 clusters Score -467232.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -467533.250000 Penalty: 2808.957031
	Iteration 3F: 3 clusters Score -467533.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -467779.312500 Penalty: 2808.957031
	Iteration 4F: 3 clusters Score -467779.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467948.406250 Penalty: 2808.957031
	Iteration 5F: 3 clusters Score -467948.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -468051.000000 Penalty: 2808.957031
	Iteration 6Q: 3 clusters Score -468051 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -468138.093750 Penalty: 2808.957031
	Iteration 7Q: 3 clusters Score -468138.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -468210.812500 Penalty: 2808.957031
	Iteration 8Q: 3 clusters Score -468210.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -468265.250000 Penalty: 2808.957031
	Iteration 9Q: 3 clusters Score -468265.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -468311.500000 Penalty: 2808.957031
	Iteration 10Q: 3 clusters Score -468311.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -468355.562500 Penalty: 2808.957031
	Iteration 11Q: 3 clusters Score -468355.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -468400.593750 Penalty: 2808.957031
	Iteration 12Q: 3 clusters Score -468400.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -468456.468750 Penalty: 2808.957031
	Iteration 13Q: 3 clusters Score -468456.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -468512.781250 Penalty: 2808.957031
	Iteration 14Q: 3 clusters Score -468512.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -468556.562500 Penalty: 2808.957031
	Iteration 15Q: 3 clusters Score -468556.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -468586.593750 Penalty: 2808.957031
	Iteration 16Q: 3 clusters Score -468586.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -468615.812500 Penalty: 2808.957031
	Iteration 17Q: 3 clusters Score -468615.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -468638.562500 Penalty: 2808.957031
	Iteration 18Q: 3 clusters Score -468638.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -468666.468750 Penalty: 2808.957031
	Iteration 19Q: 3 clusters Score -468666.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -468694.000000 Penalty: 2808.957031
	Iteration 20F: 3 clusters Score -468694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -468721.250000 Penalty: 2808.957031
	Iteration 21Q: 3 clusters Score -468721.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -468747.500000 Penalty: 2808.957031
	Iteration 22Q: 3 clusters Score -468747.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -468765.656250 Penalty: 2808.957031
	Iteration 23Q: 3 clusters Score -468765.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -468786.687500 Penalty: 2808.957031
	Iteration 24Q: 3 clusters Score -468786.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -468807.625000 Penalty: 2808.957031
	Iteration 25Q: 3 clusters Score -468807.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -468825.875000 Penalty: 2808.957031
	Iteration 26Q: 3 clusters Score -468825.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -468859.718750 Penalty: 2808.957031
	Iteration 27Q: 3 clusters Score -468859.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -468900.000000 Penalty: 2808.957031
	Iteration 28Q: 3 clusters Score -468900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -468948.531250 Penalty: 2808.957031
	Iteration 29Q: 3 clusters Score -468948.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -468991.437500 Penalty: 2808.957031
	Iteration 30Q: 3 clusters Score -468991.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -469030.562500 Penalty: 2808.957031
	Iteration 31Q: 3 clusters Score -469030.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -469072.406250 Penalty: 2808.957031
	Iteration 32Q: 3 clusters Score -469072.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -469111.687500 Penalty: 2808.957031
	Iteration 33Q: 3 clusters Score -469111.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -469144.187500 Penalty: 2808.957031
	Iteration 34Q: 3 clusters Score -469144.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -469167.562500 Penalty: 2808.957031
	Iteration 35Q: 3 clusters Score -469167.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -469186.656250 Penalty: 2808.957031
	Iteration 36Q: 3 clusters Score -469186.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -469204.875000 Penalty: 2808.957031
	Iteration 37Q: 3 clusters Score -469204.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -469226.968750 Penalty: 2808.957031
	Iteration 38Q: 3 clusters Score -469227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -469245.062500 Penalty: 2808.957031
	Iteration 39Q: 3 clusters Score -469245.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -469267.218750 Penalty: 2808.957031
	Iteration 40F: 3 clusters Score -469267.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -469294.562500 Penalty: 2808.957031
	Iteration 41Q: 3 clusters Score -469294.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -469320.500000 Penalty: 2808.957031
	Iteration 42Q: 3 clusters Score -469320.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -469335.781250 Penalty: 2808.957031
	Iteration 43Q: 3 clusters Score -469335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -469350.187500 Penalty: 2808.957031
	Iteration 44Q: 3 clusters Score -469350.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -469363.468750 Penalty: 2808.957031
	Iteration 45Q: 3 clusters Score -469363.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -469369.937500 Penalty: 2808.957031
	Iteration 46Q: 3 clusters Score -469369.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469375.093750 Penalty: 2808.957031
	Iteration 47Q: 3 clusters Score -469375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469376.593750 Penalty: 2808.957031
	Iteration 48Q: 3 clusters Score -469376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -469380.406250 Penalty: 2808.957031
	Iteration 49Q: 3 clusters Score -469380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -469383.750000 Penalty: 2808.957031
	Iteration 50Q: 3 clusters Score -469383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -469387.031250 Penalty: 2808.957031
	Iteration 51Q: 3 clusters Score -469387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -469388.906250 Penalty: 2808.957031
	Iteration 52Q: 3 clusters Score -469388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -469390.718750 Penalty: 2808.957031
	Iteration 53Q: 3 clusters Score -469390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -469392.906250 Penalty: 2808.957031
	Iteration 54Q: 3 clusters Score -469392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -469391.500000 Penalty: 2808.957031
	Iteration 55Q: 3 clusters Score -469391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -469392.437500 Penalty: 2808.957031
	Iteration 56Q: 3 clusters Score -469392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -469392.437500 Penalty: 2808.957031
	Iteration 57F: 3 clusters Score -469392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Entering Unmasked Estep 
Score: -9134665.000000 Penalty: 1873.932861
	Iteration 0F: 2 clusters Score -9134665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -9066547.000000 Penalty: 3747.865723
	Iteration 0F: 3 clusters Score -9066547 nChanged 48721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9094703.000000 Penalty: 3747.865723
	Iteration 1F: 3 clusters Score -9094703 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -9095340.000000 Penalty: 3747.865723
	Iteration 2Q: 3 clusters Score -9095340 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -9096076.000000 Penalty: 3747.865723
	Iteration 3Q: 3 clusters Score -9096076 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -9097007.000000 Penalty: 3747.865723
	Iteration 4Q: 3 clusters Score -9097007 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -9098052.000000 Penalty: 3747.865723
	Iteration 5Q: 3 clusters Score -9098052 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -9099439.000000 Penalty: 3747.865723
	Iteration 6Q: 3 clusters Score -9099439 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9101214.000000 Penalty: 3747.865723
	Iteration 7Q: 3 clusters Score -9101214 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9103417.000000 Penalty: 3747.865723
	Iteration 8Q: 3 clusters Score -9103417 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -9106084.000000 Penalty: 3747.865723
	Iteration 9F: 3 clusters Score -9106084 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -9109555.000000 Penalty: 3747.865723
	Iteration 10F: 3 clusters Score -9109555 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9112964.000000 Penalty: 3747.865723
	Iteration 11F: 3 clusters Score -9112964 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -9115520.000000 Penalty: 3747.865723
	Iteration 12Q: 3 clusters Score -9115520 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -9116975.000000 Penalty: 3747.865723
	Iteration 13Q: 3 clusters Score -9116975 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -9117636.000000 Penalty: 3747.865723
	Iteration 14Q: 3 clusters Score -9117636 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9118192.000000 Penalty: 3747.865723
	Iteration 15Q: 3 clusters Score -9118192 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9118504.000000 Penalty: 3747.865723
	Iteration 16Q: 3 clusters Score -9118504 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9118803.000000 Penalty: 3747.865723
	Iteration 17Q: 3 clusters Score -9118803 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -9119123.000000 Penalty: 3747.865723
	Iteration 18Q: 3 clusters Score -9119123 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9119410.000000 Penalty: 3747.865723
	Iteration 19Q: 3 clusters Score -9119410 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -9119695.000000 Penalty: 3747.865723
	Iteration 20F: 3 clusters Score -9119695 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -9120041.000000 Penalty: 3747.865723
	Iteration 21Q: 3 clusters Score -9120041 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -9120371.000000 Penalty: 3747.865723
	Iteration 22Q: 3 clusters Score -9120371 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -9120642.000000 Penalty: 3747.865723
	Iteration 23Q: 3 clusters Score -9120642 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -9120886.000000 Penalty: 3747.865723
	Iteration 24Q: 3 clusters Score -9120886 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -9121203.000000 Penalty: 3747.865723
	Iteration 25Q: 3 clusters Score -9121203 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -9121561.000000 Penalty: 3747.865723
	Iteration 26Q: 3 clusters Score -9121561 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -9121804.000000 Penalty: 3747.865723
	Iteration 27Q: 3 clusters Score -9121804 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -9122100.000000 Penalty: 3747.865723
	Iteration 28Q: 3 clusters Score -9122100 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -9122277.000000 Penalty: 3747.865723
	Iteration 29Q: 3 clusters Score -9122277 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -9122455.000000 Penalty: 3747.865723
	Iteration 30Q: 3 clusters Score -9122455 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -9122556.000000 Penalty: 3747.865723
	Iteration 31Q: 3 clusters Score -9122556 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9122686.000000 Penalty: 3747.865723
	Iteration 32Q: 3 clusters Score -9122686 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -9122779.000000 Penalty: 3747.865723
	Iteration 33Q: 3 clusters Score -9122779 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -9122861.000000 Penalty: 3747.865723
	Iteration 34Q: 3 clusters Score -9122861 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -9122943.000000 Penalty: 3747.865723
	Iteration 35Q: 3 clusters Score -9122943 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -9123044.000000 Penalty: 3747.865723
	Iteration 36Q: 3 clusters Score -9123044 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9123078.000000 Penalty: 3747.865723
	Iteration 37Q: 3 clusters Score -9123078 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -9123110.000000 Penalty: 3747.865723
	Iteration 38Q: 3 clusters Score -9123110 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -9123145.000000 Penalty: 3747.865723
	Iteration 39Q: 3 clusters Score -9123145 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9123201.000000 Penalty: 3747.865723
	Iteration 40F: 3 clusters Score -9123201 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -9123240.000000 Penalty: 3747.865723
	Iteration 41Q: 3 clusters Score -9123240 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -9123252.000000 Penalty: 3747.865723
	Iteration 42Q: 3 clusters Score -9123252 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -9123283.000000 Penalty: 3747.865723
	Iteration 43Q: 3 clusters Score -9123283 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -9123327.000000 Penalty: 3747.865723
	Iteration 44Q: 3 clusters Score -9123327 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -9123357.000000 Penalty: 3747.865723
	Iteration 45Q: 3 clusters Score -9123357 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9123379.000000 Penalty: 3747.865723
	Iteration 46Q: 3 clusters Score -9123379 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9123403.000000 Penalty: 3747.865723
	Iteration 47Q: 3 clusters Score -9123403 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9123430.000000 Penalty: 3747.865723
	Iteration 48Q: 3 clusters Score -9123430 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -9123448.000000 Penalty: 3747.865723
	Iteration 49Q: 3 clusters Score -9123448 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9123559.000000 Penalty: 3747.865723
	Iteration 50Q: 3 clusters Score -9123559 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -9123602.000000 Penalty: 3747.865723
	Iteration 51Q: 3 clusters Score -9123602 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9123705.000000 Penalty: 3747.865723
	Iteration 52Q: 3 clusters Score -9123705 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -9123762.000000 Penalty: 3747.865723
	Iteration 53Q: 3 clusters Score -9123762 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -9123849.000000 Penalty: 3747.865723
	Iteration 54Q: 3 clusters Score -9123849 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9123980.000000 Penalty: 3747.865723
	Iteration 55Q: 3 clusters Score -9123980 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -9124054.000000 Penalty: 3747.865723
	Iteration 56Q: 3 clusters Score -9124054 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -9124135.000000 Penalty: 3747.865723
	Iteration 57Q: 3 clusters Score -9124135 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -9124237.000000 Penalty: 3747.865723
	Iteration 58Q: 3 clusters Score -9124237 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -9124365.000000 Penalty: 3747.865723
	Iteration 59Q: 3 clusters Score -9124365 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9124488.000000 Penalty: 3747.865723
	Iteration 60F: 3 clusters Score -9124488 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -9124683.000000 Penalty: 3747.865723
	Iteration 61Q: 3 clusters Score -9124683 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -9124838.000000 Penalty: 3747.865723
	Iteration 62Q: 3 clusters Score -9124838 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -9124975.000000 Penalty: 3747.865723
	Iteration 63Q: 3 clusters Score -9124975 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -9125142.000000 Penalty: 3747.865723
	Iteration 64Q: 3 clusters Score -9125142 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -9125323.000000 Penalty: 3747.865723
	Iteration 65Q: 3 clusters Score -9125323 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -9125495.000000 Penalty: 3747.865723
	Iteration 66Q: 3 clusters Score -9125495 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -9125749.000000 Penalty: 3747.865723
	Iteration 67Q: 3 clusters Score -9125749 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -9126039.000000 Penalty: 3747.865723
	Iteration 68Q: 3 clusters Score -9126039 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -9126289.000000 Penalty: 3747.865723
	Iteration 69Q: 3 clusters Score -9126289 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -9126552.000000 Penalty: 3747.865723
	Iteration 70Q: 3 clusters Score -9126552 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -9126842.000000 Penalty: 3747.865723
	Iteration 71Q: 3 clusters Score -9126842 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -9127132.000000 Penalty: 3747.865723
	Iteration 72Q: 3 clusters Score -9127132 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -9127451.000000 Penalty: 3747.865723
	Iteration 73Q: 3 clusters Score -9127451 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -9127762.000000 Penalty: 3747.865723
	Iteration 74Q: 3 clusters Score -9127762 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -9128069.000000 Penalty: 3747.865723
	Iteration 75Q: 3 clusters Score -9128069 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -9128448.000000 Penalty: 3747.865723
	Iteration 76Q: 3 clusters Score -9128448 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -9128758.000000 Penalty: 3747.865723
	Iteration 77Q: 3 clusters Score -9128758 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -9129145.000000 Penalty: 3747.865723
	Iteration 78Q: 3 clusters Score -9129145 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -9129405.000000 Penalty: 3747.865723
	Iteration 79Q: 3 clusters Score -9129405 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -9129772.000000 Penalty: 3747.865723
	Iteration 80F: 3 clusters Score -9129772 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -9130116.000000 Penalty: 3747.865723
	Iteration 81Q: 3 clusters Score -9130116 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -9130424.000000 Penalty: 3747.865723
	Iteration 82Q: 3 clusters Score -9130424 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -9130777.000000 Penalty: 3747.865723
	Iteration 83Q: 3 clusters Score -9130777 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -9131029.000000 Penalty: 3747.865723
	Iteration 84Q: 3 clusters Score -9131029 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -9131378.000000 Penalty: 3747.865723
	Iteration 85Q: 3 clusters Score -9131378 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9131653.000000 Penalty: 3747.865723
	Iteration 86Q: 3 clusters Score -9131653 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9131919.000000 Penalty: 3747.865723
	Iteration 87Q: 3 clusters Score -9131919 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9132040.000000 Penalty: 3747.865723
	Iteration 88Q: 3 clusters Score -9132040 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9132209.000000 Penalty: 3747.865723
	Iteration 89Q: 3 clusters Score -9132209 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9132326.000000 Penalty: 3747.865723
	Iteration 90Q: 3 clusters Score -9132326 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9132415.000000 Penalty: 3747.865723
	Iteration 91Q: 3 clusters Score -9132415 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9132485.000000 Penalty: 3747.865723
	Iteration 92Q: 3 clusters Score -9132485 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9132559.000000 Penalty: 3747.865723
	Iteration 93Q: 3 clusters Score -9132559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9132616.000000 Penalty: 3747.865723
	Iteration 94Q: 3 clusters Score -9132616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9132661.000000 Penalty: 3747.865723
	Iteration 95Q: 3 clusters Score -9132661 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9132690.000000 Penalty: 3747.865723
	Iteration 96Q: 3 clusters Score -9132690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9132740.000000 Penalty: 3747.865723
	Iteration 97Q: 3 clusters Score -9132740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9132771.000000 Penalty: 3747.865723
	Iteration 98Q: 3 clusters Score -9132771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9132803.000000 Penalty: 3747.865723
	Iteration 99Q: 3 clusters Score -9132803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9132858.000000 Penalty: 3747.865723
	Iteration 100F: 3 clusters Score -9132858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9132873.000000 Penalty: 3747.865723
	Iteration 101Q: 3 clusters Score -9132873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9132896.000000 Penalty: 3747.865723
	Iteration 102Q: 3 clusters Score -9132896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9132922.000000 Penalty: 3747.865723
	Iteration 103Q: 3 clusters Score -9132922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9132940.000000 Penalty: 3747.865723
	Iteration 104Q: 3 clusters Score -9132940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9132955.000000 Penalty: 3747.865723
	Iteration 105Q: 3 clusters Score -9132955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9132963.000000 Penalty: 3747.865723
	Iteration 106Q: 3 clusters Score -9132963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9132962.000000 Penalty: 3747.865723
	Iteration 107Q: 3 clusters Score -9132962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9132969.000000 Penalty: 3747.865723
	Iteration 108Q: 3 clusters Score -9132969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9132981.000000 Penalty: 3747.865723
	Iteration 109Q: 3 clusters Score -9132981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9132990.000000 Penalty: 3747.865723
	Iteration 110Q: 3 clusters Score -9132990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9132995.000000 Penalty: 3747.865723
	Iteration 111Q: 3 clusters Score -9132995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9133002.000000 Penalty: 3747.865723
	Iteration 112Q: 3 clusters Score -9133002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9133007.000000 Penalty: 3747.865723
	Iteration 113Q: 3 clusters Score -9133007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9133013.000000 Penalty: 3747.865723
	Iteration 114Q: 3 clusters Score -9133013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9133023.000000 Penalty: 3747.865723
	Iteration 115Q: 3 clusters Score -9133023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9133026.000000 Penalty: 3747.865723
	Iteration 116Q: 3 clusters Score -9133026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9133039.000000 Penalty: 3747.865723
	Iteration 117Q: 3 clusters Score -9133039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9133041.000000 Penalty: 3747.865723
	Iteration 118Q: 3 clusters Score -9133041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9133046.000000 Penalty: 3747.865723
	Iteration 119Q: 3 clusters Score -9133046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9133045.000000 Penalty: 3747.865723
	Iteration 120F: 3 clusters Score -9133045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9133054.000000 Penalty: 3747.865723
	Iteration 121Q: 3 clusters Score -9133054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9133057.000000 Penalty: 3747.865723
	Iteration 122Q: 3 clusters Score -9133057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9133055.000000 Penalty: 3747.865723
	Iteration 123Q: 3 clusters Score -9133055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9133065.000000 Penalty: 3747.865723
	Iteration 124Q: 3 clusters Score -9133065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9133071.000000 Penalty: 3747.865723
	Iteration 125Q: 3 clusters Score -9133071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9133071.000000 Penalty: 3747.865723
	Iteration 126Q: 3 clusters Score -9133071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9133069.000000 Penalty: 3747.865723
	Iteration 127Q: 3 clusters Score -9133069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9133071.000000 Penalty: 3747.865723
	Iteration 128Q: 3 clusters Score -9133071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9133073.000000 Penalty: 3747.865723
	Iteration 129Q: 3 clusters Score -9133073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9133070.000000 Penalty: 3747.865723
	Iteration 130Q: 3 clusters Score -9133070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9133076.000000 Penalty: 3747.865723
	Iteration 131Q: 3 clusters Score -9133076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9133081.000000 Penalty: 3747.865723
	Iteration 132Q: 3 clusters Score -9133081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9133077.000000 Penalty: 3747.865723
	Iteration 133Q: 3 clusters Score -9133077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9133078.000000 Penalty: 3747.865723
	Iteration 134Q: 3 clusters Score -9133078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9133081.000000 Penalty: 3747.865723
	Iteration 135Q: 3 clusters Score -9133081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9133087.000000 Penalty: 3747.865723
	Iteration 136Q: 3 clusters Score -9133087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9133085.000000 Penalty: 3747.865723
	Iteration 137Q: 3 clusters Score -9133085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9133084.000000 Penalty: 3747.865723
	Iteration 138Q: 3 clusters Score -9133084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9133084.000000 Penalty: 3747.865723
	Iteration 139F: 3 clusters Score -9133084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Entering Unmasked Estep 
Score: -2634462.500000 Penalty: 1675.464600
	Iteration 0F: 2 clusters Score -2634462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2614205.750000 Penalty: 3350.929199
	Iteration 0F: 3 clusters Score -2614206 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2621886.750000 Penalty: 3350.929199
	Iteration 1F: 3 clusters Score -2621887 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2622331.000000 Penalty: 3350.929199
	Iteration 2Q: 3 clusters Score -2622331 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2622800.250000 Penalty: 3350.929199
	Iteration 3Q: 3 clusters Score -2622800 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2623408.750000 Penalty: 3350.929199
	Iteration 4Q: 3 clusters Score -2623409 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2624188.000000 Penalty: 3350.929199
	Iteration 5F: 3 clusters Score -2624188 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2625284.000000 Penalty: 3350.929199
	Iteration 6F: 3 clusters Score -2625284 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2626792.250000 Penalty: 3350.929199
	Iteration 7F: 3 clusters Score -2626792 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2628635.250000 Penalty: 3350.929199
	Iteration 8F: 3 clusters Score -2628635 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2630491.000000 Penalty: 3350.929199
	Iteration 9F: 3 clusters Score -2630491 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -2631781.000000 Penalty: 3350.929199
	Iteration 10Q: 3 clusters Score -2631781 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2632466.250000 Penalty: 3350.929199
	Iteration 11Q: 3 clusters Score -2632466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2632769.500000 Penalty: 3350.929199
	Iteration 12Q: 3 clusters Score -2632770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -2632888.500000 Penalty: 3350.929199
	Iteration 13Q: 3 clusters Score -2632888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2632930.750000 Penalty: 3350.929199
	Iteration 14Q: 3 clusters Score -2632931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -2632952.250000 Penalty: 3350.929199
	Iteration 15Q: 3 clusters Score -2632952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2632970.500000 Penalty: 3350.929199
	Iteration 16Q: 3 clusters Score -2632970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2632984.250000 Penalty: 3350.929199
	Iteration 17Q: 3 clusters Score -2632984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -2632991.250000 Penalty: 3350.929199
	Iteration 18Q: 3 clusters Score -2632991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -2632996.500000 Penalty: 3350.929199
	Iteration 19Q: 3 clusters Score -2632996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -2633002.750000 Penalty: 3350.929199
	Iteration 20F: 3 clusters Score -2633003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -2633005.000000 Penalty: 3350.929199
	Iteration 21Q: 3 clusters Score -2633005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -2633003.250000 Penalty: 3350.929199
	Iteration 22Q: 3 clusters Score -2633003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -2633008.750000 Penalty: 3350.929199
	Iteration 23Q: 3 clusters Score -2633009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -2633008.750000 Penalty: 3350.929199
	Iteration 24F: 3 clusters Score -2633009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Entering Unmasked Estep 
Score: -1352777.500000 Penalty: 1565.658813
	Iteration 0F: 2 clusters Score -1352778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1342314.625000 Penalty: 3131.317627
	Iteration 0F: 3 clusters Score -1342315 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1346097.000000 Penalty: 3131.317627
	Iteration 1F: 3 clusters Score -1346097 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1346637.000000 Penalty: 3131.317627
	Iteration 2F: 3 clusters Score -1346637 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1347263.125000 Penalty: 3131.317627
	Iteration 3F: 3 clusters Score -1347263 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1347905.250000 Penalty: 3131.317627
	Iteration 4F: 3 clusters Score -1347905 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1348670.125000 Penalty: 3131.317627
	Iteration 5F: 3 clusters Score -1348670 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1349379.000000 Penalty: 3131.317627
	Iteration 6F: 3 clusters Score -1349379 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1349934.125000 Penalty: 3131.317627
	Iteration 7F: 3 clusters Score -1349934 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1350316.625000 Penalty: 3131.317627
	Iteration 8Q: 3 clusters Score -1350317 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1350575.375000 Penalty: 3131.317627
	Iteration 9Q: 3 clusters Score -1350575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1350768.500000 Penalty: 3131.317627
	Iteration 10Q: 3 clusters Score -1350768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1350929.875000 Penalty: 3131.317627
	Iteration 11Q: 3 clusters Score -1350930 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1351089.250000 Penalty: 3131.317627
	Iteration 12Q: 3 clusters Score -1351089 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1351234.250000 Penalty: 3131.317627
	Iteration 13Q: 3 clusters Score -1351234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1351371.875000 Penalty: 3131.317627
	Iteration 14Q: 3 clusters Score -1351372 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1351473.250000 Penalty: 3131.317627
	Iteration 15Q: 3 clusters Score -1351473 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1351554.000000 Penalty: 3131.317627
	Iteration 16Q: 3 clusters Score -1351554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1351606.125000 Penalty: 3131.317627
	Iteration 17Q: 3 clusters Score -1351606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1351651.875000 Penalty: 3131.317627
	Iteration 18Q: 3 clusters Score -1351652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1351692.250000 Penalty: 3131.317627
	Iteration 19Q: 3 clusters Score -1351692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1351729.500000 Penalty: 3131.317627
	Iteration 20F: 3 clusters Score -1351730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1351761.000000 Penalty: 3131.317627
	Iteration 21Q: 3 clusters Score -1351761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1351788.625000 Penalty: 3131.317627
	Iteration 22Q: 3 clusters Score -1351789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1351821.250000 Penalty: 3131.317627
	Iteration 23Q: 3 clusters Score -1351821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1351862.625000 Penalty: 3131.317627
	Iteration 24Q: 3 clusters Score -1351863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1351906.625000 Penalty: 3131.317627
	Iteration 25Q: 3 clusters Score -1351907 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1351956.750000 Penalty: 3131.317627
	Iteration 26Q: 3 clusters Score -1351957 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1351995.875000 Penalty: 3131.317627
	Iteration 27Q: 3 clusters Score -1351996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1352037.625000 Penalty: 3131.317627
	Iteration 28Q: 3 clusters Score -1352038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1352080.375000 Penalty: 3131.317627
	Iteration 29Q: 3 clusters Score -1352080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1352115.875000 Penalty: 3131.317627
	Iteration 30Q: 3 clusters Score -1352116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1352144.375000 Penalty: 3131.317627
	Iteration 31Q: 3 clusters Score -1352144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1352169.625000 Penalty: 3131.317627
	Iteration 32Q: 3 clusters Score -1352170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1352202.875000 Penalty: 3131.317627
	Iteration 33Q: 3 clusters Score -1352203 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1352233.000000 Penalty: 3131.317627
	Iteration 34Q: 3 clusters Score -1352233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1352254.250000 Penalty: 3131.317627
	Iteration 35Q: 3 clusters Score -1352254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1352276.625000 Penalty: 3131.317627
	Iteration 36Q: 3 clusters Score -1352277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1352293.375000 Penalty: 3131.317627
	Iteration 37Q: 3 clusters Score -1352293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1352309.750000 Penalty: 3131.317627
	Iteration 38Q: 3 clusters Score -1352310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1352333.000000 Penalty: 3131.317627
	Iteration 39Q: 3 clusters Score -1352333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1352345.375000 Penalty: 3131.317627
	Iteration 40F: 3 clusters Score -1352345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1352363.750000 Penalty: 3131.317627
	Iteration 41Q: 3 clusters Score -1352364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1352381.625000 Penalty: 3131.317627
	Iteration 42Q: 3 clusters Score -1352382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1352392.250000 Penalty: 3131.317627
	Iteration 43Q: 3 clusters Score -1352392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1352399.250000 Penalty: 3131.317627
	Iteration 44Q: 3 clusters Score -1352399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1352407.750000 Penalty: 3131.317627
	Iteration 45Q: 3 clusters Score -1352408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1352409.750000 Penalty: 3131.317627
	Iteration 46Q: 3 clusters Score -1352410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1352416.250000 Penalty: 3131.317627
	Iteration 47Q: 3 clusters Score -1352416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1352424.250000 Penalty: 3131.317627
	Iteration 48Q: 3 clusters Score -1352424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1352436.125000 Penalty: 3131.317627
	Iteration 49Q: 3 clusters Score -1352436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1352450.250000 Penalty: 3131.317627
	Iteration 50Q: 3 clusters Score -1352450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1352457.125000 Penalty: 3131.317627
	Iteration 51Q: 3 clusters Score -1352457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1352462.250000 Penalty: 3131.317627
	Iteration 52Q: 3 clusters Score -1352462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1352462.500000 Penalty: 3131.317627
	Iteration 53Q: 3 clusters Score -1352462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1352467.125000 Penalty: 3131.317627
	Iteration 54Q: 3 clusters Score -1352467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1352474.500000 Penalty: 3131.317627
	Iteration 55Q: 3 clusters Score -1352474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1352475.000000 Penalty: 3131.317627
	Iteration 56Q: 3 clusters Score -1352475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1352476.250000 Penalty: 3131.317627
	Iteration 57Q: 3 clusters Score -1352476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1352478.000000 Penalty: 3131.317627
	Iteration 58Q: 3 clusters Score -1352478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1352477.375000 Penalty: 3131.317627
	Iteration 59Q: 3 clusters Score -1352477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1352480.000000 Penalty: 3131.317627
	Iteration 60F: 3 clusters Score -1352480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1352481.625000 Penalty: 3131.317627
	Iteration 61Q: 3 clusters Score -1352482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1352486.000000 Penalty: 3131.317627
	Iteration 62Q: 3 clusters Score -1352486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1352485.375000 Penalty: 3131.317627
	Iteration 63Q: 3 clusters Score -1352485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1352483.500000 Penalty: 3131.317627
	Iteration 64Q: 3 clusters Score -1352484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1352484.375000 Penalty: 3131.317627
	Iteration 65Q: 3 clusters Score -1352484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1352486.250000 Penalty: 3131.317627
	Iteration 66Q: 3 clusters Score -1352486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1352487.750000 Penalty: 3131.317627
	Iteration 67Q: 3 clusters Score -1352488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1352487.250000 Penalty: 3131.317627
	Iteration 68Q: 3 clusters Score -1352487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1352491.750000 Penalty: 3131.317627
	Iteration 69Q: 3 clusters Score -1352492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1352493.375000 Penalty: 3131.317627
	Iteration 70Q: 3 clusters Score -1352493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1352491.500000 Penalty: 3131.317627
	Iteration 71Q: 3 clusters Score -1352492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1352492.750000 Penalty: 3131.317627
	Iteration 72Q: 3 clusters Score -1352493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1352494.250000 Penalty: 3131.317627
	Iteration 73Q: 3 clusters Score -1352494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1352495.500000 Penalty: 3131.317627
	Iteration 74Q: 3 clusters Score -1352496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1352495.875000 Penalty: 3131.317627
	Iteration 75Q: 3 clusters Score -1352496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1352499.375000 Penalty: 3131.317627
	Iteration 76Q: 3 clusters Score -1352499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1352499.125000 Penalty: 3131.317627
	Iteration 77Q: 3 clusters Score -1352499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1352498.375000 Penalty: 3131.317627
	Iteration 78Q: 3 clusters Score -1352498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1352498.750000 Penalty: 3131.317627
	Iteration 79Q: 3 clusters Score -1352499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1352501.500000 Penalty: 3131.317627
	Iteration 80F: 3 clusters Score -1352502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1352500.500000 Penalty: 3131.317627
	Iteration 81Q: 3 clusters Score -1352500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1352500.375000 Penalty: 3131.317627
	Iteration 82Q: 3 clusters Score -1352500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1352500.125000 Penalty: 3131.317627
	Iteration 83Q: 3 clusters Score -1352500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1352500.000000 Penalty: 3131.317627
	Iteration 84Q: 3 clusters Score -1352500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1352499.750000 Penalty: 3131.317627
	Iteration 85Q: 3 clusters Score -1352500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1352500.750000 Penalty: 3131.317627
	Iteration 86Q: 3 clusters Score -1352501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1352500.750000 Penalty: 3131.317627
	Iteration 87F: 3 clusters Score -1352501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Entering Unmasked Estep 
Score: -7220751.500000 Penalty: 1839.110718
	Iteration 0F: 2 clusters Score -7220752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7165675.000000 Penalty: 3678.221436
	Iteration 0F: 3 clusters Score -7165675 nChanged 39149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -7188148.000000 Penalty: 3678.221436
	Iteration 1F: 3 clusters Score -7188148 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7188616.000000 Penalty: 3678.221436
	Iteration 2Q: 3 clusters Score -7188616 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7189226.500000 Penalty: 3678.221436
	Iteration 3Q: 3 clusters Score -7189226 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7189923.000000 Penalty: 3678.221436
	Iteration 4Q: 3 clusters Score -7189923 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7190791.000000 Penalty: 3678.221436
	Iteration 5Q: 3 clusters Score -7190791 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -7191915.500000 Penalty: 3678.221436
	Iteration 6Q: 3 clusters Score -7191916 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7193565.500000 Penalty: 3678.221436
	Iteration 7Q: 3 clusters Score -7193566 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -7195721.500000 Penalty: 3678.221436
	Iteration 8Q: 3 clusters Score -7195722 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7199005.500000 Penalty: 3678.221436
	Iteration 9F: 3 clusters Score -7199006 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7202398.000000 Penalty: 3678.221436
	Iteration 10F: 3 clusters Score -7202398 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7204647.000000 Penalty: 3678.221436
	Iteration 11F: 3 clusters Score -7204647 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7205687.500000 Penalty: 3678.221436
	Iteration 12Q: 3 clusters Score -7205688 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -7206145.500000 Penalty: 3678.221436
	Iteration 13Q: 3 clusters Score -7206146 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7206546.500000 Penalty: 3678.221436
	Iteration 14Q: 3 clusters Score -7206546 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -7206862.500000 Penalty: 3678.221436
	Iteration 15Q: 3 clusters Score -7206862 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -7207320.500000 Penalty: 3678.221436
	Iteration 16Q: 3 clusters Score -7207320 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -7207772.000000 Penalty: 3678.221436
	Iteration 17Q: 3 clusters Score -7207772 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -7208312.500000 Penalty: 3678.221436
	Iteration 18Q: 3 clusters Score -7208312 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7208903.500000 Penalty: 3678.221436
	Iteration 19Q: 3 clusters Score -7208904 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7209510.500000 Penalty: 3678.221436
	Iteration 20F: 3 clusters Score -7209510 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -7210154.000000 Penalty: 3678.221436
	Iteration 21Q: 3 clusters Score -7210154 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7210803.000000 Penalty: 3678.221436
	Iteration 22Q: 3 clusters Score -7210803 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -7211432.500000 Penalty: 3678.221436
	Iteration 23Q: 3 clusters Score -7211432 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -7212013.500000 Penalty: 3678.221436
	Iteration 24Q: 3 clusters Score -7212014 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -7212525.500000 Penalty: 3678.221436
	Iteration 25Q: 3 clusters Score -7212526 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -7213041.500000 Penalty: 3678.221436
	Iteration 26Q: 3 clusters Score -7213042 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -7213545.000000 Penalty: 3678.221436
	Iteration 27Q: 3 clusters Score -7213545 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -7214053.500000 Penalty: 3678.221436
	Iteration 28Q: 3 clusters Score -7214054 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -7214619.500000 Penalty: 3678.221436
	Iteration 29Q: 3 clusters Score -7214620 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -7215186.000000 Penalty: 3678.221436
	Iteration 30Q: 3 clusters Score -7215186 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7215735.000000 Penalty: 3678.221436
	Iteration 31Q: 3 clusters Score -7215735 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7216312.000000 Penalty: 3678.221436
	Iteration 32Q: 3 clusters Score -7216312 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7216922.500000 Penalty: 3678.221436
	Iteration 33Q: 3 clusters Score -7216922 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7217385.500000 Penalty: 3678.221436
	Iteration 34Q: 3 clusters Score -7217386 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7217717.000000 Penalty: 3678.221436
	Iteration 35Q: 3 clusters Score -7217717 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7218043.000000 Penalty: 3678.221436
	Iteration 36Q: 3 clusters Score -7218043 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7218290.000000 Penalty: 3678.221436
	Iteration 37Q: 3 clusters Score -7218290 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7218515.500000 Penalty: 3678.221436
	Iteration 38Q: 3 clusters Score -7218516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7218684.500000 Penalty: 3678.221436
	Iteration 39Q: 3 clusters Score -7218684 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7218797.500000 Penalty: 3678.221436
	Iteration 40F: 3 clusters Score -7218798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7218874.000000 Penalty: 3678.221436
	Iteration 41Q: 3 clusters Score -7218874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7218908.000000 Penalty: 3678.221436
	Iteration 42Q: 3 clusters Score -7218908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7218938.500000 Penalty: 3678.221436
	Iteration 43Q: 3 clusters Score -7218938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7218965.000000 Penalty: 3678.221436
	Iteration 44Q: 3 clusters Score -7218965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7218996.000000 Penalty: 3678.221436
	Iteration 45Q: 3 clusters Score -7218996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7219014.000000 Penalty: 3678.221436
	Iteration 46Q: 3 clusters Score -7219014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7219043.500000 Penalty: 3678.221436
	Iteration 47Q: 3 clusters Score -7219044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7219059.000000 Penalty: 3678.221436
	Iteration 48Q: 3 clusters Score -7219059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7219081.000000 Penalty: 3678.221436
	Iteration 49Q: 3 clusters Score -7219081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7219099.000000 Penalty: 3678.221436
	Iteration 50Q: 3 clusters Score -7219099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7219098.500000 Penalty: 3678.221436
	Iteration 51Q: 3 clusters Score -7219098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7219095.500000 Penalty: 3678.221436
	Iteration 52Q: 3 clusters Score -7219096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7219105.500000 Penalty: 3678.221436
	Iteration 53Q: 3 clusters Score -7219106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7219108.500000 Penalty: 3678.221436
	Iteration 54Q: 3 clusters Score -7219108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7219117.000000 Penalty: 3678.221436
	Iteration 55Q: 3 clusters Score -7219117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7219118.000000 Penalty: 3678.221436
	Iteration 56Q: 3 clusters Score -7219118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7219130.500000 Penalty: 3678.221436
	Iteration 57Q: 3 clusters Score -7219130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7219127.500000 Penalty: 3678.221436
	Iteration 58Q: 3 clusters Score -7219128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7219131.000000 Penalty: 3678.221436
	Iteration 59Q: 3 clusters Score -7219131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7219129.500000 Penalty: 3678.221436
	Iteration 60F: 3 clusters Score -7219130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7219135.500000 Penalty: 3678.221436
	Iteration 61Q: 3 clusters Score -7219136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7219142.500000 Penalty: 3678.221436
	Iteration 62Q: 3 clusters Score -7219142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7219141.500000 Penalty: 3678.221436
	Iteration 63Q: 3 clusters Score -7219142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7219146.000000 Penalty: 3678.221436
	Iteration 64Q: 3 clusters Score -7219146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7219148.000000 Penalty: 3678.221436
	Iteration 65Q: 3 clusters Score -7219148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7219150.000000 Penalty: 3678.221436
	Iteration 66Q: 3 clusters Score -7219150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7219150.000000 Penalty: 3678.221436
	Iteration 67F: 3 clusters Score -7219150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -134198.890625 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -134198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -132183.046875 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -132183 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -133111.875000 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -133111.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133514.421875 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -133514.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133721.906250 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -133721.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133835.515625 Penalty: 2464.555420
	Iteration 4F: 3 clusters Score -133835.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133929.531250 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -133929.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134012.343750 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -134012.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134106.328125 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -134106.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134155.828125 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -134155.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134188.718750 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -134188.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134220.281250 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -134220.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134250.218750 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -134250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134266.437500 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -134266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134276.093750 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -134276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134279.156250 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -134279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134285.093750 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -134285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134285.906250 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -134285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134286.500000 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -134286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134286.890625 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -134286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134286.890625 Penalty: 2464.555420
	Iteration 19F: 3 clusters Score -134286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15288 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
Score: -76317568.000000 Penalty: 75720.648438
Splitting cluster 10 changes total score from -76318520.000000 to -76317568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (72937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Entering Unmasked Estep 
Score: -6531021.000000 Penalty: 1819.569580
	Iteration 0F: 2 clusters Score -6531021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -6482271.500000 Penalty: 3639.139160
	Iteration 0F: 3 clusters Score -6482272 nChanged 34550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -6502522.500000 Penalty: 3639.139160
	Iteration 1F: 3 clusters Score -6502522 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -6503668.500000 Penalty: 3639.139160
	Iteration 2Q: 3 clusters Score -6503668 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -6505211.000000 Penalty: 3639.139160
	Iteration 3Q: 3 clusters Score -6505211 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -6507219.000000 Penalty: 3639.139160
	Iteration 4F: 3 clusters Score -6507219 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6509264.000000 Penalty: 3639.139160
	Iteration 5F: 3 clusters Score -6509264 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -6510984.500000 Penalty: 3639.139160
	Iteration 6F: 3 clusters Score -6510984 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -6512283.500000 Penalty: 3639.139160
	Iteration 7Q: 3 clusters Score -6512284 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -6513177.000000 Penalty: 3639.139160
	Iteration 8Q: 3 clusters Score -6513177 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -6513695.000000 Penalty: 3639.139160
	Iteration 9Q: 3 clusters Score -6513695 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -6514124.500000 Penalty: 3639.139160
	Iteration 10Q: 3 clusters Score -6514124 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6514427.500000 Penalty: 3639.139160
	Iteration 11Q: 3 clusters Score -6514428 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -6514638.000000 Penalty: 3639.139160
	Iteration 12Q: 3 clusters Score -6514638 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -6514784.000000 Penalty: 3639.139160
	Iteration 13Q: 3 clusters Score -6514784 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6514875.000000 Penalty: 3639.139160
	Iteration 14Q: 3 clusters Score -6514875 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6514968.500000 Penalty: 3639.139160
	Iteration 15Q: 3 clusters Score -6514968 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -6515043.500000 Penalty: 3639.139160
	Iteration 16Q: 3 clusters Score -6515044 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -6515094.000000 Penalty: 3639.139160
	Iteration 17Q: 3 clusters Score -6515094 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6515120.000000 Penalty: 3639.139160
	Iteration 18Q: 3 clusters Score -6515120 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -6515190.000000 Penalty: 3639.139160
	Iteration 19Q: 3 clusters Score -6515190 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6515229.000000 Penalty: 3639.139160
	Iteration 20F: 3 clusters Score -6515229 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -6515296.000000 Penalty: 3639.139160
	Iteration 21Q: 3 clusters Score -6515296 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6515435.500000 Penalty: 3639.139160
	Iteration 22Q: 3 clusters Score -6515436 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -6515540.000000 Penalty: 3639.139160
	Iteration 23Q: 3 clusters Score -6515540 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -6515602.000000 Penalty: 3639.139160
	Iteration 24Q: 3 clusters Score -6515602 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6515730.500000 Penalty: 3639.139160
	Iteration 25Q: 3 clusters Score -6515730 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6515838.500000 Penalty: 3639.139160
	Iteration 26Q: 3 clusters Score -6515838 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6516020.000000 Penalty: 3639.139160
	Iteration 27Q: 3 clusters Score -6516020 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -6516248.500000 Penalty: 3639.139160
	Iteration 28Q: 3 clusters Score -6516248 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6516519.000000 Penalty: 3639.139160
	Iteration 29Q: 3 clusters Score -6516519 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6516792.500000 Penalty: 3639.139160
	Iteration 30Q: 3 clusters Score -6516792 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6517154.000000 Penalty: 3639.139160
	Iteration 31Q: 3 clusters Score -6517154 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6517575.500000 Penalty: 3639.139160
	Iteration 32Q: 3 clusters Score -6517576 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -6518069.000000 Penalty: 3639.139160
	Iteration 33Q: 3 clusters Score -6518069 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -6518608.500000 Penalty: 3639.139160
	Iteration 34Q: 3 clusters Score -6518608 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6519020.000000 Penalty: 3639.139160
	Iteration 35Q: 3 clusters Score -6519020 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6519365.000000 Penalty: 3639.139160
	Iteration 36Q: 3 clusters Score -6519365 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -6519596.000000 Penalty: 3639.139160
	Iteration 37Q: 3 clusters Score -6519596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6519730.000000 Penalty: 3639.139160
	Iteration 38Q: 3 clusters Score -6519730 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -6519780.500000 Penalty: 3639.139160
	Iteration 39Q: 3 clusters Score -6519780 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6519846.500000 Penalty: 3639.139160
	Iteration 40F: 3 clusters Score -6519846 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6519891.000000 Penalty: 3639.139160
	Iteration 41Q: 3 clusters Score -6519891 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -6519950.500000 Penalty: 3639.139160
	Iteration 42Q: 3 clusters Score -6519950 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6519943.500000 Penalty: 3639.139160
	Iteration 43Q: 3 clusters Score -6519944 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6520005.000000 Penalty: 3639.139160
	Iteration 44Q: 3 clusters Score -6520005 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6520082.000000 Penalty: 3639.139160
	Iteration 45Q: 3 clusters Score -6520082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6520148.000000 Penalty: 3639.139160
	Iteration 46Q: 3 clusters Score -6520148 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -6520188.500000 Penalty: 3639.139160
	Iteration 47Q: 3 clusters Score -6520188 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -6520191.500000 Penalty: 3639.139160
	Iteration 48Q: 3 clusters Score -6520192 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6520278.000000 Penalty: 3639.139160
	Iteration 49Q: 3 clusters Score -6520278 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -6520317.500000 Penalty: 3639.139160
	Iteration 50Q: 3 clusters Score -6520318 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -6520379.000000 Penalty: 3639.139160
	Iteration 51Q: 3 clusters Score -6520379 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6520435.500000 Penalty: 3639.139160
	Iteration 52Q: 3 clusters Score -6520436 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -6520504.500000 Penalty: 3639.139160
	Iteration 53Q: 3 clusters Score -6520504 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6520561.000000 Penalty: 3639.139160
	Iteration 54Q: 3 clusters Score -6520561 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6520654.500000 Penalty: 3639.139160
	Iteration 55Q: 3 clusters Score -6520654 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6520737.000000 Penalty: 3639.139160
	Iteration 56Q: 3 clusters Score -6520737 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -6520808.500000 Penalty: 3639.139160
	Iteration 57Q: 3 clusters Score -6520808 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6520935.500000 Penalty: 3639.139160
	Iteration 58Q: 3 clusters Score -6520936 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6521052.500000 Penalty: 3639.139160
	Iteration 59Q: 3 clusters Score -6521052 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6521234.500000 Penalty: 3639.139160
	Iteration 60F: 3 clusters Score -6521234 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -6521403.000000 Penalty: 3639.139160
	Iteration 61Q: 3 clusters Score -6521403 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -6521649.000000 Penalty: 3639.139160
	Iteration 62Q: 3 clusters Score -6521649 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6521933.500000 Penalty: 3639.139160
	Iteration 63Q: 3 clusters Score -6521934 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -6522181.500000 Penalty: 3639.139160
	Iteration 64Q: 3 clusters Score -6522182 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -6522542.500000 Penalty: 3639.139160
	Iteration 65Q: 3 clusters Score -6522542 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -6522928.500000 Penalty: 3639.139160
	Iteration 66Q: 3 clusters Score -6522928 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -6523429.000000 Penalty: 3639.139160
	Iteration 67Q: 3 clusters Score -6523429 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -6523921.000000 Penalty: 3639.139160
	Iteration 68Q: 3 clusters Score -6523921 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6524494.500000 Penalty: 3639.139160
	Iteration 69Q: 3 clusters Score -6524494 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -6525076.500000 Penalty: 3639.139160
	Iteration 70Q: 3 clusters Score -6525076 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6525733.000000 Penalty: 3639.139160
	Iteration 71Q: 3 clusters Score -6525733 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -6526505.500000 Penalty: 3639.139160
	Iteration 72Q: 3 clusters Score -6526506 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -6527275.500000 Penalty: 3639.139160
	Iteration 73Q: 3 clusters Score -6527276 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6528000.500000 Penalty: 3639.139160
	Iteration 74Q: 3 clusters Score -6528000 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6528712.000000 Penalty: 3639.139160
	Iteration 75Q: 3 clusters Score -6528712 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6529237.000000 Penalty: 3639.139160
	Iteration 76Q: 3 clusters Score -6529237 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6529601.000000 Penalty: 3639.139160
	Iteration 77Q: 3 clusters Score -6529601 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6529820.000000 Penalty: 3639.139160
	Iteration 78Q: 3 clusters Score -6529820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6529904.500000 Penalty: 3639.139160
	Iteration 79Q: 3 clusters Score -6529904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6529970.500000 Penalty: 3639.139160
	Iteration 80F: 3 clusters Score -6529970 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6530038.500000 Penalty: 3639.139160
	Iteration 81Q: 3 clusters Score -6530038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6530061.500000 Penalty: 3639.139160
	Iteration 82Q: 3 clusters Score -6530062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6530078.000000 Penalty: 3639.139160
	Iteration 83Q: 3 clusters Score -6530078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6530091.000000 Penalty: 3639.139160
	Iteration 84Q: 3 clusters Score -6530091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6530093.000000 Penalty: 3639.139160
	Iteration 85Q: 3 clusters Score -6530093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6530104.500000 Penalty: 3639.139160
	Iteration 86Q: 3 clusters Score -6530104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6530109.500000 Penalty: 3639.139160
	Iteration 87Q: 3 clusters Score -6530110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6530099.000000 Penalty: 3639.139160
	Iteration 88Q: 3 clusters Score -6530099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6530101.000000 Penalty: 3639.139160
	Iteration 89Q: 3 clusters Score -6530101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6530099.000000 Penalty: 3639.139160
	Iteration 90Q: 3 clusters Score -6530099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6530099.000000 Penalty: 3639.139160
	Iteration 91Q: 3 clusters Score -6530099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6530096.000000 Penalty: 3639.139160
	Iteration 92Q: 3 clusters Score -6530096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6530096.000000 Penalty: 3639.139160
	Iteration 93F: 3 clusters Score -6530096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -664581.250000 Penalty: 1448.036011
	Iteration 0F: 2 clusters Score -664581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -659018.437500 Penalty: 2896.072021
	Iteration 0F: 3 clusters Score -659018.4 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -660732.687500 Penalty: 2896.072021
	Iteration 1F: 3 clusters Score -660732.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -660924.000000 Penalty: 2896.072021
	Iteration 2F: 3 clusters Score -660924 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -661064.562500 Penalty: 2896.072021
	Iteration 3Q: 3 clusters Score -661064.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -661183.812500 Penalty: 2896.072021
	Iteration 4Q: 3 clusters Score -661183.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -661298.875000 Penalty: 2896.072021
	Iteration 5Q: 3 clusters Score -661298.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -661406.250000 Penalty: 2896.072021
	Iteration 6Q: 3 clusters Score -661406.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -661528.187500 Penalty: 2896.072021
	Iteration 7Q: 3 clusters Score -661528.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -661641.812500 Penalty: 2896.072021
	Iteration 8Q: 3 clusters Score -661641.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -661744.437500 Penalty: 2896.072021
	Iteration 9Q: 3 clusters Score -661744.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -661858.125000 Penalty: 2896.072021
	Iteration 10Q: 3 clusters Score -661858.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -661987.812500 Penalty: 2896.072021
	Iteration 11Q: 3 clusters Score -661987.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -662148.250000 Penalty: 2896.072021
	Iteration 12Q: 3 clusters Score -662148.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -662306.937500 Penalty: 2896.072021
	Iteration 13Q: 3 clusters Score -662306.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -662442.625000 Penalty: 2896.072021
	Iteration 14Q: 3 clusters Score -662442.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -662555.875000 Penalty: 2896.072021
	Iteration 15Q: 3 clusters Score -662555.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -662651.312500 Penalty: 2896.072021
	Iteration 16Q: 3 clusters Score -662651.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -662763.875000 Penalty: 2896.072021
	Iteration 17Q: 3 clusters Score -662763.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -662883.500000 Penalty: 2896.072021
	Iteration 18Q: 3 clusters Score -662883.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -662975.500000 Penalty: 2896.072021
	Iteration 19Q: 3 clusters Score -662975.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -663046.812500 Penalty: 2896.072021
	Iteration 20F: 3 clusters Score -663046.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -663094.687500 Penalty: 2896.072021
	Iteration 21Q: 3 clusters Score -663094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -663138.937500 Penalty: 2896.072021
	Iteration 22Q: 3 clusters Score -663138.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -663173.625000 Penalty: 2896.072021
	Iteration 23Q: 3 clusters Score -663173.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -663206.875000 Penalty: 2896.072021
	Iteration 24Q: 3 clusters Score -663206.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -663235.937500 Penalty: 2896.072021
	Iteration 25Q: 3 clusters Score -663235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -663252.000000 Penalty: 2896.072021
	Iteration 26Q: 3 clusters Score -663252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -663264.375000 Penalty: 2896.072021
	Iteration 27Q: 3 clusters Score -663264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -663273.750000 Penalty: 2896.072021
	Iteration 28Q: 3 clusters Score -663273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -663289.812500 Penalty: 2896.072021
	Iteration 29Q: 3 clusters Score -663289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -663301.375000 Penalty: 2896.072021
	Iteration 30Q: 3 clusters Score -663301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -663309.875000 Penalty: 2896.072021
	Iteration 31Q: 3 clusters Score -663309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -663317.000000 Penalty: 2896.072021
	Iteration 32Q: 3 clusters Score -663317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -663322.812500 Penalty: 2896.072021
	Iteration 33Q: 3 clusters Score -663322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -663328.500000 Penalty: 2896.072021
	Iteration 34Q: 3 clusters Score -663328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -663332.812500 Penalty: 2896.072021
	Iteration 35Q: 3 clusters Score -663332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -663336.562500 Penalty: 2896.072021
	Iteration 36Q: 3 clusters Score -663336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -663338.062500 Penalty: 2896.072021
	Iteration 37Q: 3 clusters Score -663338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -663342.500000 Penalty: 2896.072021
	Iteration 38Q: 3 clusters Score -663342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -663343.687500 Penalty: 2896.072021
	Iteration 39Q: 3 clusters Score -663343.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -663343.687500 Penalty: 2896.072021
	Iteration 40F: 3 clusters Score -663343.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Entering Unmasked Estep 
Score: -2408556.750000 Penalty: 1665.207642
	Iteration 0F: 2 clusters Score -2408557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2389508.500000 Penalty: 3330.415283
	Iteration 0F: 3 clusters Score -2389508 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2396709.250000 Penalty: 3330.415283
	Iteration 1F: 3 clusters Score -2396709 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2397100.000000 Penalty: 3330.415283
	Iteration 2Q: 3 clusters Score -2397100 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2397448.250000 Penalty: 3330.415283
	Iteration 3Q: 3 clusters Score -2397448 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2397827.000000 Penalty: 3330.415283
	Iteration 4Q: 3 clusters Score -2397827 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2398317.500000 Penalty: 3330.415283
	Iteration 5Q: 3 clusters Score -2398318 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2399041.500000 Penalty: 3330.415283
	Iteration 6Q: 3 clusters Score -2399042 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2400062.750000 Penalty: 3330.415283
	Iteration 7F: 3 clusters Score -2400063 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2401365.750000 Penalty: 3330.415283
	Iteration 8F: 3 clusters Score -2401366 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2402850.750000 Penalty: 3330.415283
	Iteration 9F: 3 clusters Score -2402851 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2404282.000000 Penalty: 3330.415283
	Iteration 10F: 3 clusters Score -2404282 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -2405429.750000 Penalty: 3330.415283
	Iteration 11Q: 3 clusters Score -2405430 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2406144.750000 Penalty: 3330.415283
	Iteration 12Q: 3 clusters Score -2406145 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -2406606.000000 Penalty: 3330.415283
	Iteration 13Q: 3 clusters Score -2406606 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -2406871.250000 Penalty: 3330.415283
	Iteration 14Q: 3 clusters Score -2406871 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2407018.500000 Penalty: 3330.415283
	Iteration 15Q: 3 clusters Score -2407018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -2407090.750000 Penalty: 3330.415283
	Iteration 16Q: 3 clusters Score -2407091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2407130.250000 Penalty: 3330.415283
	Iteration 17Q: 3 clusters Score -2407130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2407153.250000 Penalty: 3330.415283
	Iteration 18Q: 3 clusters Score -2407153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -2407165.000000 Penalty: 3330.415283
	Iteration 19Q: 3 clusters Score -2407165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2407174.000000 Penalty: 3330.415283
	Iteration 20F: 3 clusters Score -2407174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -2407188.250000 Penalty: 3330.415283
	Iteration 21Q: 3 clusters Score -2407188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2407203.750000 Penalty: 3330.415283
	Iteration 22Q: 3 clusters Score -2407204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -2407208.000000 Penalty: 3330.415283
	Iteration 23Q: 3 clusters Score -2407208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -2407214.250000 Penalty: 3330.415283
	Iteration 24Q: 3 clusters Score -2407214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2407219.250000 Penalty: 3330.415283
	Iteration 25Q: 3 clusters Score -2407219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -2407221.000000 Penalty: 3330.415283
	Iteration 26Q: 3 clusters Score -2407221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -2407224.250000 Penalty: 3330.415283
	Iteration 27Q: 3 clusters Score -2407224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2407227.000000 Penalty: 3330.415283
	Iteration 28Q: 3 clusters Score -2407227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -2407226.000000 Penalty: 3330.415283
	Iteration 29Q: 3 clusters Score -2407226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -2407227.000000 Penalty: 3330.415283
	Iteration 30Q: 3 clusters Score -2407227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2407228.750000 Penalty: 3330.415283
	Iteration 31Q: 3 clusters Score -2407229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2407228.750000 Penalty: 3330.415283
	Iteration 32F: 3 clusters Score -2407229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -526220.250000 Penalty: 1412.611328
	Iteration 0F: 2 clusters Score -526220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -521609.937500 Penalty: 2825.222656
	Iteration 0F: 3 clusters Score -521609.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -523016.437500 Penalty: 2825.222656
	Iteration 1F: 3 clusters Score -523016.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -523267.843750 Penalty: 2825.222656
	Iteration 2F: 3 clusters Score -523267.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -523454.531250 Penalty: 2825.222656
	Iteration 3F: 3 clusters Score -523454.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -523592.031250 Penalty: 2825.222656
	Iteration 4Q: 3 clusters Score -523592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -523698.687500 Penalty: 2825.222656
	Iteration 5Q: 3 clusters Score -523698.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -523806.500000 Penalty: 2825.222656
	Iteration 6Q: 3 clusters Score -523806.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -523896.250000 Penalty: 2825.222656
	Iteration 7Q: 3 clusters Score -523896.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -523965.718750 Penalty: 2825.222656
	Iteration 8Q: 3 clusters Score -523965.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -524026.843750 Penalty: 2825.222656
	Iteration 9Q: 3 clusters Score -524026.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -524081.437500 Penalty: 2825.222656
	Iteration 10Q: 3 clusters Score -524081.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -524128.437500 Penalty: 2825.222656
	Iteration 11Q: 3 clusters Score -524128.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -524172.750000 Penalty: 2825.222656
	Iteration 12Q: 3 clusters Score -524172.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -524216.125000 Penalty: 2825.222656
	Iteration 13Q: 3 clusters Score -524216.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -524262.562500 Penalty: 2825.222656
	Iteration 14Q: 3 clusters Score -524262.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -524316.000000 Penalty: 2825.222656
	Iteration 15Q: 3 clusters Score -524316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -524370.250000 Penalty: 2825.222656
	Iteration 16Q: 3 clusters Score -524370.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -524428.375000 Penalty: 2825.222656
	Iteration 17Q: 3 clusters Score -524428.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -524486.125000 Penalty: 2825.222656
	Iteration 18Q: 3 clusters Score -524486.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -524537.437500 Penalty: 2825.222656
	Iteration 19Q: 3 clusters Score -524537.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -524600.812500 Penalty: 2825.222656
	Iteration 20F: 3 clusters Score -524600.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -524661.062500 Penalty: 2825.222656
	Iteration 21Q: 3 clusters Score -524661.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -524714.000000 Penalty: 2825.222656
	Iteration 22Q: 3 clusters Score -524714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -524760.250000 Penalty: 2825.222656
	Iteration 23Q: 3 clusters Score -524760.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -524829.750000 Penalty: 2825.222656
	Iteration 24Q: 3 clusters Score -524829.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -524935.062500 Penalty: 2825.222656
	Iteration 25Q: 3 clusters Score -524935.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -525051.812500 Penalty: 2825.222656
	Iteration 26Q: 3 clusters Score -525051.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -525176.500000 Penalty: 2825.222656
	Iteration 27Q: 3 clusters Score -525176.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -525250.937500 Penalty: 2825.222656
	Iteration 28Q: 3 clusters Score -525250.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -525295.875000 Penalty: 2825.222656
	Iteration 29Q: 3 clusters Score -525295.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -525323.500000 Penalty: 2825.222656
	Iteration 30Q: 3 clusters Score -525323.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -525344.125000 Penalty: 2825.222656
	Iteration 31Q: 3 clusters Score -525344.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -525359.125000 Penalty: 2825.222656
	Iteration 32Q: 3 clusters Score -525359.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -525373.812500 Penalty: 2825.222656
	Iteration 33Q: 3 clusters Score -525373.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -525387.437500 Penalty: 2825.222656
	Iteration 34Q: 3 clusters Score -525387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -525396.937500 Penalty: 2825.222656
	Iteration 35Q: 3 clusters Score -525396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -525401.375000 Penalty: 2825.222656
	Iteration 36Q: 3 clusters Score -525401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -525402.937500 Penalty: 2825.222656
	Iteration 37Q: 3 clusters Score -525402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -525405.812500 Penalty: 2825.222656
	Iteration 38Q: 3 clusters Score -525405.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -525409.625000 Penalty: 2825.222656
	Iteration 39Q: 3 clusters Score -525409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -525410.562500 Penalty: 2825.222656
	Iteration 40F: 3 clusters Score -525410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -525412.437500 Penalty: 2825.222656
	Iteration 41Q: 3 clusters Score -525412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -525414.000000 Penalty: 2825.222656
	Iteration 42Q: 3 clusters Score -525414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -525413.812500 Penalty: 2825.222656
	Iteration 43Q: 3 clusters Score -525413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -525413.812500 Penalty: 2825.222656
	Iteration 44F: 3 clusters Score -525413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -145736.875000 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -145736.9 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 944 members 
Entering Unmasked Estep 
Score: -143732.453125 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -143732.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144371.890625 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -144371.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -144630.281250 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -144630.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -144786.468750 Penalty: 2456.517822
	Iteration 3F: 3 clusters Score -144786.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -144869.046875 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -144869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144918.953125 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -144919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -144963.406250 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -144963.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -145004.093750 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -145004.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -145041.906250 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -145041.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145084.484375 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -145084.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -145171.843750 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -145171.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -145270.500000 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -145270.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145371.281250 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -145371.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -145481.375000 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -145481.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145561.500000 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -145561.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145608.218750 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -145608.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145637.640625 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -145637.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145680.515625 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -145680.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145716.500000 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -145716.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145745.562500 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -145745.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -145756.875000 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -145756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -145762.140625 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -145762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -145767.171875 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -145767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145769.875000 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -145769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -145772.953125 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -145773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -145776.515625 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -145776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145778.546875 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -145778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -145780.968750 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -145781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -145783.390625 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -145783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -145785.406250 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -145785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145788.859375 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -145788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -145789.390625 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -145789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -145790.890625 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -145790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145791.734375 Penalty: 2456.517822
	Iteration 33Q: 3 clusters Score -145791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -145792.062500 Penalty: 2456.517822
	Iteration 34Q: 3 clusters Score -145792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145792.125000 Penalty: 2456.517822
	Iteration 35Q: 3 clusters Score -145792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145792.125000 Penalty: 2456.517822
	Iteration 36F: 3 clusters Score -145792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15288 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Mstep: Class 34 contains 842 members 
Entering Unmasked Estep 
Score: -76317608.000000 Penalty: 75720.648438
Splitting cluster 15 changes total score from -76318520.000000 to -76317608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -922872.437500 Penalty: 1513.096191
	Iteration 0F: 2 clusters Score -922872.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -915006.812500 Penalty: 3026.192383
	Iteration 0F: 3 clusters Score -915006.8 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -917571.937500 Penalty: 3026.192383
	Iteration 1F: 3 clusters Score -917571.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -917877.562500 Penalty: 3026.192383
	Iteration 2F: 3 clusters Score -917877.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -918213.812500 Penalty: 3026.192383
	Iteration 3F: 3 clusters Score -918213.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -918571.625000 Penalty: 3026.192383
	Iteration 4F: 3 clusters Score -918571.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -918939.312500 Penalty: 3026.192383
	Iteration 5F: 3 clusters Score -918939.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -919419.125000 Penalty: 3026.192383
	Iteration 6F: 3 clusters Score -919419.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -919917.250000 Penalty: 3026.192383
	Iteration 7F: 3 clusters Score -919917.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -920416.750000 Penalty: 3026.192383
	Iteration 8F: 3 clusters Score -920416.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -920837.937500 Penalty: 3026.192383
	Iteration 9Q: 3 clusters Score -920837.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -921172.125000 Penalty: 3026.192383
	Iteration 10Q: 3 clusters Score -921172.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -921398.625000 Penalty: 3026.192383
	Iteration 11Q: 3 clusters Score -921398.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -921569.437500 Penalty: 3026.192383
	Iteration 12Q: 3 clusters Score -921569.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -921686.812500 Penalty: 3026.192383
	Iteration 13Q: 3 clusters Score -921686.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -921773.687500 Penalty: 3026.192383
	Iteration 14Q: 3 clusters Score -921773.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -921827.750000 Penalty: 3026.192383
	Iteration 15Q: 3 clusters Score -921827.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -921864.750000 Penalty: 3026.192383
	Iteration 16Q: 3 clusters Score -921864.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -921896.250000 Penalty: 3026.192383
	Iteration 17Q: 3 clusters Score -921896.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -921916.750000 Penalty: 3026.192383
	Iteration 18Q: 3 clusters Score -921916.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -921939.437500 Penalty: 3026.192383
	Iteration 19Q: 3 clusters Score -921939.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -921950.125000 Penalty: 3026.192383
	Iteration 20F: 3 clusters Score -921950.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -921961.750000 Penalty: 3026.192383
	Iteration 21Q: 3 clusters Score -921961.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -921969.625000 Penalty: 3026.192383
	Iteration 22Q: 3 clusters Score -921969.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -921974.187500 Penalty: 3026.192383
	Iteration 23Q: 3 clusters Score -921974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -921976.250000 Penalty: 3026.192383
	Iteration 24Q: 3 clusters Score -921976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -921980.625000 Penalty: 3026.192383
	Iteration 25Q: 3 clusters Score -921980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -921981.750000 Penalty: 3026.192383
	Iteration 26Q: 3 clusters Score -921981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -921985.500000 Penalty: 3026.192383
	Iteration 27Q: 3 clusters Score -921985.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -921987.562500 Penalty: 3026.192383
	Iteration 28Q: 3 clusters Score -921987.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -921992.187500 Penalty: 3026.192383
	Iteration 29Q: 3 clusters Score -921992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -921996.687500 Penalty: 3026.192383
	Iteration 30Q: 3 clusters Score -921996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -921999.375000 Penalty: 3026.192383
	Iteration 31Q: 3 clusters Score -921999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -922001.375000 Penalty: 3026.192383
	Iteration 32Q: 3 clusters Score -922001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -922003.000000 Penalty: 3026.192383
	Iteration 33Q: 3 clusters Score -922003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -922000.562500 Penalty: 3026.192383
	Iteration 34Q: 3 clusters Score -922000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -922001.250000 Penalty: 3026.192383
	Iteration 35Q: 3 clusters Score -922001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -922001.812500 Penalty: 3026.192383
	Iteration 36Q: 3 clusters Score -922001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -922004.875000 Penalty: 3026.192383
	Iteration 37Q: 3 clusters Score -922004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -922004.062500 Penalty: 3026.192383
	Iteration 38Q: 3 clusters Score -922004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -922006.812500 Penalty: 3026.192383
	Iteration 39Q: 3 clusters Score -922006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -922009.812500 Penalty: 3026.192383
	Iteration 40F: 3 clusters Score -922009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -922008.375000 Penalty: 3026.192383
	Iteration 41Q: 3 clusters Score -922008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -922008.750000 Penalty: 3026.192383
	Iteration 42Q: 3 clusters Score -922008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -922008.500000 Penalty: 3026.192383
	Iteration 43Q: 3 clusters Score -922008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -922008.500000 Penalty: 3026.192383
	Iteration 44F: 3 clusters Score -922008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -91231.539062 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -91231.54 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 696 members 
Entering Unmasked Estep 
Score: -89594.539062 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -89594.54 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -90015.265625 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -90015.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90165.328125 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -90165.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90247.570312 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -90247.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -90305.156250 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -90305.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -90334.500000 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -90334.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -90371.914062 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -90371.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -90414.078125 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -90414.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -90445.085938 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -90445.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -90475.757812 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -90475.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90509.015625 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -90509.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -90538.367188 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -90538.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -90564.921875 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -90564.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -90598.781250 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -90598.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -90625.695312 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -90625.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -90644.945312 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -90644.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -90670.976562 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -90670.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -90682.257812 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -90682.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90692.726562 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -90692.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90698.546875 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -90698.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90708.859375 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -90708.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -90717.304688 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -90717.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90725.156250 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -90725.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90729.031250 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -90729.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90729.468750 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -90729.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90730.609375 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -90730.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -90732.210938 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -90732.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -90732.421875 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -90732.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90733.023438 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -90733.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90733.023438 Penalty: 2347.571045
	Iteration 29F: 3 clusters Score -90733.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -396153.562500 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -396153.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -392501.687500 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -392501.7 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -393517.625000 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -393517.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -393681.781250 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -393681.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -393774.593750 Penalty: 2731.889648
	Iteration 3Q: 3 clusters Score -393774.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -393832.968750 Penalty: 2731.889648
	Iteration 4Q: 3 clusters Score -393833 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -393867.500000 Penalty: 2731.889648
	Iteration 5Q: 3 clusters Score -393867.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -393894.343750 Penalty: 2731.889648
	Iteration 6Q: 3 clusters Score -393894.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -393916.375000 Penalty: 2731.889648
	Iteration 7Q: 3 clusters Score -393916.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -393935.562500 Penalty: 2731.889648
	Iteration 8Q: 3 clusters Score -393935.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -393947.843750 Penalty: 2731.889648
	Iteration 9Q: 3 clusters Score -393947.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -393958.718750 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -393958.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -393967.281250 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -393967.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -393972.906250 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -393972.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -393979.375000 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -393979.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -393983.875000 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -393983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -393988.437500 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -393988.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -393994.531250 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -393994.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -394000.406250 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -394000.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -394006.093750 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -394006.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -394013.718750 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -394013.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -394018.000000 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -394018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -394023.687500 Penalty: 2731.889648
	Iteration 21Q: 3 clusters Score -394023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -394027.656250 Penalty: 2731.889648
	Iteration 22Q: 3 clusters Score -394027.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -394034.156250 Penalty: 2731.889648
	Iteration 23Q: 3 clusters Score -394034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -394039.781250 Penalty: 2731.889648
	Iteration 24Q: 3 clusters Score -394039.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -394047.562500 Penalty: 2731.889648
	Iteration 25Q: 3 clusters Score -394047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -394051.562500 Penalty: 2731.889648
	Iteration 26Q: 3 clusters Score -394051.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -394059.093750 Penalty: 2731.889648
	Iteration 27Q: 3 clusters Score -394059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -394067.937500 Penalty: 2731.889648
	Iteration 28Q: 3 clusters Score -394067.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -394073.718750 Penalty: 2731.889648
	Iteration 29Q: 3 clusters Score -394073.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -394079.187500 Penalty: 2731.889648
	Iteration 30Q: 3 clusters Score -394079.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -394086.781250 Penalty: 2731.889648
	Iteration 31Q: 3 clusters Score -394086.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -394093.812500 Penalty: 2731.889648
	Iteration 32Q: 3 clusters Score -394093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -394098.531250 Penalty: 2731.889648
	Iteration 33Q: 3 clusters Score -394098.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -394102.500000 Penalty: 2731.889648
	Iteration 34Q: 3 clusters Score -394102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -394105.375000 Penalty: 2731.889648
	Iteration 35Q: 3 clusters Score -394105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -394110.281250 Penalty: 2731.889648
	Iteration 36Q: 3 clusters Score -394110.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -394114.562500 Penalty: 2731.889648
	Iteration 37Q: 3 clusters Score -394114.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -394122.156250 Penalty: 2731.889648
	Iteration 38Q: 3 clusters Score -394122.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -394129.062500 Penalty: 2731.889648
	Iteration 39Q: 3 clusters Score -394129.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -394136.468750 Penalty: 2731.889648
	Iteration 40F: 3 clusters Score -394136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -394141.687500 Penalty: 2731.889648
	Iteration 41Q: 3 clusters Score -394141.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -394150.000000 Penalty: 2731.889648
	Iteration 42Q: 3 clusters Score -394150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -394159.218750 Penalty: 2731.889648
	Iteration 43Q: 3 clusters Score -394159.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -394167.343750 Penalty: 2731.889648
	Iteration 44Q: 3 clusters Score -394167.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -394174.625000 Penalty: 2731.889648
	Iteration 45Q: 3 clusters Score -394174.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -394182.718750 Penalty: 2731.889648
	Iteration 46Q: 3 clusters Score -394182.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -394192.812500 Penalty: 2731.889648
	Iteration 47Q: 3 clusters Score -394192.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -394202.843750 Penalty: 2731.889648
	Iteration 48Q: 3 clusters Score -394202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -394216.531250 Penalty: 2731.889648
	Iteration 49Q: 3 clusters Score -394216.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -394229.812500 Penalty: 2731.889648
	Iteration 50Q: 3 clusters Score -394229.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -394246.312500 Penalty: 2731.889648
	Iteration 51Q: 3 clusters Score -394246.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -394267.343750 Penalty: 2731.889648
	Iteration 52Q: 3 clusters Score -394267.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -394293.062500 Penalty: 2731.889648
	Iteration 53Q: 3 clusters Score -394293.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -394319.031250 Penalty: 2731.889648
	Iteration 54Q: 3 clusters Score -394319 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -394346.343750 Penalty: 2731.889648
	Iteration 55Q: 3 clusters Score -394346.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -394380.750000 Penalty: 2731.889648
	Iteration 56Q: 3 clusters Score -394380.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -394424.250000 Penalty: 2731.889648
	Iteration 57Q: 3 clusters Score -394424.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -394469.937500 Penalty: 2731.889648
	Iteration 58Q: 3 clusters Score -394469.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -394506.875000 Penalty: 2731.889648
	Iteration 59Q: 3 clusters Score -394506.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -394554.093750 Penalty: 2731.889648
	Iteration 60F: 3 clusters Score -394554.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -394605.125000 Penalty: 2731.889648
	Iteration 61Q: 3 clusters Score -394605.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -394665.062500 Penalty: 2731.889648
	Iteration 62Q: 3 clusters Score -394665.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -394722.593750 Penalty: 2731.889648
	Iteration 63Q: 3 clusters Score -394722.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -394774.968750 Penalty: 2731.889648
	Iteration 64Q: 3 clusters Score -394775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -394820.531250 Penalty: 2731.889648
	Iteration 65Q: 3 clusters Score -394820.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -394860.312500 Penalty: 2731.889648
	Iteration 66Q: 3 clusters Score -394860.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -394898.750000 Penalty: 2731.889648
	Iteration 67Q: 3 clusters Score -394898.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -394916.562500 Penalty: 2731.889648
	Iteration 68Q: 3 clusters Score -394916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -394926.812500 Penalty: 2731.889648
	Iteration 69Q: 3 clusters Score -394926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -394935.312500 Penalty: 2731.889648
	Iteration 70Q: 3 clusters Score -394935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -394939.781250 Penalty: 2731.889648
	Iteration 71Q: 3 clusters Score -394939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -394941.937500 Penalty: 2731.889648
	Iteration 72Q: 3 clusters Score -394941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -394945.468750 Penalty: 2731.889648
	Iteration 73Q: 3 clusters Score -394945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -394950.187500 Penalty: 2731.889648
	Iteration 74Q: 3 clusters Score -394950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -394950.218750 Penalty: 2731.889648
	Iteration 75Q: 3 clusters Score -394950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -394952.562500 Penalty: 2731.889648
	Iteration 76Q: 3 clusters Score -394952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -394954.968750 Penalty: 2731.889648
	Iteration 77Q: 3 clusters Score -394955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -394960.843750 Penalty: 2731.889648
	Iteration 78Q: 3 clusters Score -394960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -394971.375000 Penalty: 2731.889648
	Iteration 79Q: 3 clusters Score -394971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -394982.468750 Penalty: 2731.889648
	Iteration 80F: 3 clusters Score -394982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -394989.437500 Penalty: 2731.889648
	Iteration 81Q: 3 clusters Score -394989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -394991.031250 Penalty: 2731.889648
	Iteration 82Q: 3 clusters Score -394991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -394992.500000 Penalty: 2731.889648
	Iteration 83Q: 3 clusters Score -394992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -394992.656250 Penalty: 2731.889648
	Iteration 84Q: 3 clusters Score -394992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -394993.312500 Penalty: 2731.889648
	Iteration 85Q: 3 clusters Score -394993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -394993.468750 Penalty: 2731.889648
	Iteration 86Q: 3 clusters Score -394993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -394993.468750 Penalty: 2731.889648
	Iteration 87F: 3 clusters Score -394993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1046717.437500 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -1046717 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 6083 members 
Entering Unmasked Estep 
Score: -1038257.000000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -1038257 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1041154.625000 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -1041155 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1041574.125000 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -1041574 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1042053.500000 Penalty: 3056.973389
	Iteration 3F: 3 clusters Score -1042054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1042590.687500 Penalty: 3056.973389
	Iteration 4F: 3 clusters Score -1042591 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1043140.000000 Penalty: 3056.973389
	Iteration 5F: 3 clusters Score -1043140 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1043575.187500 Penalty: 3056.973389
	Iteration 6F: 3 clusters Score -1043575 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1043899.375000 Penalty: 3056.973389
	Iteration 7F: 3 clusters Score -1043899 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1044093.250000 Penalty: 3056.973389
	Iteration 8Q: 3 clusters Score -1044093 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1044228.937500 Penalty: 3056.973389
	Iteration 9Q: 3 clusters Score -1044229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1044317.750000 Penalty: 3056.973389
	Iteration 10Q: 3 clusters Score -1044318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1044402.562500 Penalty: 3056.973389
	Iteration 11Q: 3 clusters Score -1044403 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1044473.062500 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -1044473 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1044552.875000 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -1044553 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1044635.625000 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -1044636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1044733.125000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -1044733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1044841.437500 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -1044841 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1044949.000000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -1044949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1045039.625000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -1045040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1045126.500000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -1045126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1045191.312500 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -1045191 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1045236.250000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -1045236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1045265.500000 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -1045266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1045291.562500 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -1045292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1045318.062500 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -1045318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1045341.812500 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -1045342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1045359.437500 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -1045359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1045373.437500 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -1045373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1045391.812500 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -1045392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1045407.750000 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -1045408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1045417.562500 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -1045418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1045431.812500 Penalty: 3056.973389
	Iteration 31Q: 3 clusters Score -1045432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1045439.625000 Penalty: 3056.973389
	Iteration 32Q: 3 clusters Score -1045440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1045444.562500 Penalty: 3056.973389
	Iteration 33Q: 3 clusters Score -1045445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1045452.437500 Penalty: 3056.973389
	Iteration 34Q: 3 clusters Score -1045452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1045462.250000 Penalty: 3056.973389
	Iteration 35Q: 3 clusters Score -1045462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1045468.750000 Penalty: 3056.973389
	Iteration 36Q: 3 clusters Score -1045469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1045469.750000 Penalty: 3056.973389
	Iteration 37Q: 3 clusters Score -1045470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1045472.312500 Penalty: 3056.973389
	Iteration 38Q: 3 clusters Score -1045472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1045475.000000 Penalty: 3056.973389
	Iteration 39Q: 3 clusters Score -1045475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1045477.750000 Penalty: 3056.973389
	Iteration 40F: 3 clusters Score -1045478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1045485.937500 Penalty: 3056.973389
	Iteration 41Q: 3 clusters Score -1045486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1045492.375000 Penalty: 3056.973389
	Iteration 42Q: 3 clusters Score -1045492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1045496.062500 Penalty: 3056.973389
	Iteration 43Q: 3 clusters Score -1045496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1045496.375000 Penalty: 3056.973389
	Iteration 44Q: 3 clusters Score -1045496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1045500.375000 Penalty: 3056.973389
	Iteration 45Q: 3 clusters Score -1045500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1045502.312500 Penalty: 3056.973389
	Iteration 46Q: 3 clusters Score -1045502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1045506.062500 Penalty: 3056.973389
	Iteration 47Q: 3 clusters Score -1045506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1045510.312500 Penalty: 3056.973389
	Iteration 48Q: 3 clusters Score -1045510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1045514.125000 Penalty: 3056.973389
	Iteration 49Q: 3 clusters Score -1045514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1045515.062500 Penalty: 3056.973389
	Iteration 50Q: 3 clusters Score -1045515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1045515.062500 Penalty: 3056.973389
	Iteration 51Q: 3 clusters Score -1045515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1045516.000000 Penalty: 3056.973389
	Iteration 52Q: 3 clusters Score -1045516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1045518.375000 Penalty: 3056.973389
	Iteration 53Q: 3 clusters Score -1045518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1045516.687500 Penalty: 3056.973389
	Iteration 54Q: 3 clusters Score -1045517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1045517.875000 Penalty: 3056.973389
	Iteration 55Q: 3 clusters Score -1045518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1045519.375000 Penalty: 3056.973389
	Iteration 56Q: 3 clusters Score -1045519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1045520.562500 Penalty: 3056.973389
	Iteration 57Q: 3 clusters Score -1045521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1045522.875000 Penalty: 3056.973389
	Iteration 58Q: 3 clusters Score -1045523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1045524.250000 Penalty: 3056.973389
	Iteration 59Q: 3 clusters Score -1045524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1045522.187500 Penalty: 3056.973389
	Iteration 60F: 3 clusters Score -1045522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -516089.093750 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -516089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -511051.906250 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -511051.9 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -512560.562500 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -512560.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -512800.093750 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -512800.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -513001.000000 Penalty: 2860.624268
	Iteration 3F: 3 clusters Score -513001 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -513163.687500 Penalty: 2860.624268
	Iteration 4Q: 3 clusters Score -513163.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -513319.656250 Penalty: 2860.624268
	Iteration 5Q: 3 clusters Score -513319.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -513488.687500 Penalty: 2860.624268
	Iteration 6Q: 3 clusters Score -513488.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -513637.531250 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -513637.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -513773.625000 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -513773.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -513887.937500 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -513887.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -514026.187500 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -514026.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -514151.031250 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -514151 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -514271.125000 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -514271.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -514360.562500 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -514360.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -514449.437500 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -514449.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -514512.375000 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -514512.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -514567.375000 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -514567.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -514623.687500 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -514623.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -514680.656250 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -514680.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -514729.625000 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -514729.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -514763.218750 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -514763.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -514783.593750 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -514783.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -514800.406250 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -514800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -514815.843750 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -514815.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -514833.593750 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -514833.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -514846.750000 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -514846.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -514859.375000 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -514859.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -514871.468750 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -514871.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -514880.625000 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -514880.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -514890.937500 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -514890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -514908.062500 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -514908.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -514917.937500 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -514917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -514937.937500 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -514937.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -514959.750000 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -514959.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -514980.531250 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -514980.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -515004.343750 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -515004.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -515037.781250 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -515037.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -515086.843750 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -515086.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -515124.718750 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -515124.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -515145.562500 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -515145.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -515155.250000 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -515155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -515165.125000 Penalty: 2860.624268
	Iteration 41Q: 3 clusters Score -515165.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -515171.125000 Penalty: 2860.624268
	Iteration 42Q: 3 clusters Score -515171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -515176.312500 Penalty: 2860.624268
	Iteration 43Q: 3 clusters Score -515176.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -515181.656250 Penalty: 2860.624268
	Iteration 44Q: 3 clusters Score -515181.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -515185.406250 Penalty: 2860.624268
	Iteration 45Q: 3 clusters Score -515185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -515187.937500 Penalty: 2860.624268
	Iteration 46Q: 3 clusters Score -515187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -515188.687500 Penalty: 2860.624268
	Iteration 47Q: 3 clusters Score -515188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -515188.843750 Penalty: 2860.624268
	Iteration 48Q: 3 clusters Score -515188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -515189.562500 Penalty: 2860.624268
	Iteration 49Q: 3 clusters Score -515189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -515189.625000 Penalty: 2860.624268
	Iteration 50Q: 3 clusters Score -515189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -515189.625000 Penalty: 2860.624268
	Iteration 51F: 3 clusters Score -515189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Entering Unmasked Estep 
Score: -11399663.000000 Penalty: 1911.898071
	Iteration 0F: 2 clusters Score -1.139966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -11313642.000000 Penalty: 3823.796143
	Iteration 0F: 3 clusters Score -1.131364e+07 nChanged 61632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -11349824.000000 Penalty: 3823.796143
	Iteration 1F: 3 clusters Score -1.134982e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -11351110.000000 Penalty: 3823.796143
	Iteration 2Q: 3 clusters Score -1.135111e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -11352758.000000 Penalty: 3823.796143
	Iteration 3Q: 3 clusters Score -1.135276e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -11354940.000000 Penalty: 3823.796143
	Iteration 4Q: 3 clusters Score -1.135494e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -11358293.000000 Penalty: 3823.796143
	Iteration 5Q: 3 clusters Score -1.135829e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -11363051.000000 Penalty: 3823.796143
	Iteration 6F: 3 clusters Score -1.136305e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11369239.000000 Penalty: 3823.796143
	Iteration 7F: 3 clusters Score -1.136924e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -11374867.000000 Penalty: 3823.796143
	Iteration 8F: 3 clusters Score -1.137487e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -11377814.000000 Penalty: 3823.796143
	Iteration 9Q: 3 clusters Score -1.137781e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -11379218.000000 Penalty: 3823.796143
	Iteration 10Q: 3 clusters Score -1.137922e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -11380019.000000 Penalty: 3823.796143
	Iteration 11Q: 3 clusters Score -1.138002e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -11380799.000000 Penalty: 3823.796143
	Iteration 12Q: 3 clusters Score -1.13808e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -11381603.000000 Penalty: 3823.796143
	Iteration 13Q: 3 clusters Score -1.13816e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -11382435.000000 Penalty: 3823.796143
	Iteration 14Q: 3 clusters Score -1.138244e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -11383357.000000 Penalty: 3823.796143
	Iteration 15Q: 3 clusters Score -1.138336e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -11384337.000000 Penalty: 3823.796143
	Iteration 16Q: 3 clusters Score -1.138434e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -11385308.000000 Penalty: 3823.796143
	Iteration 17Q: 3 clusters Score -1.138531e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -11386275.000000 Penalty: 3823.796143
	Iteration 18Q: 3 clusters Score -1.138628e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -11387112.000000 Penalty: 3823.796143
	Iteration 19Q: 3 clusters Score -1.138711e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -11387982.000000 Penalty: 3823.796143
	Iteration 20F: 3 clusters Score -1.138798e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107754 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -11388708.000000 Penalty: 3823.796143
	Iteration 21Q: 3 clusters Score -1.138871e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -11389545.000000 Penalty: 3823.796143
	Iteration 22Q: 3 clusters Score -1.138954e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -11390269.000000 Penalty: 3823.796143
	Iteration 23Q: 3 clusters Score -1.139027e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113073 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -11391044.000000 Penalty: 3823.796143
	Iteration 24Q: 3 clusters Score -1.139104e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -11391705.000000 Penalty: 3823.796143
	Iteration 25Q: 3 clusters Score -1.13917e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -11392412.000000 Penalty: 3823.796143
	Iteration 26Q: 3 clusters Score -1.139241e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -11393141.000000 Penalty: 3823.796143
	Iteration 27Q: 3 clusters Score -1.139314e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -11393877.000000 Penalty: 3823.796143
	Iteration 28Q: 3 clusters Score -1.139388e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120737 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -11394675.000000 Penalty: 3823.796143
	Iteration 29Q: 3 clusters Score -1.139468e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -11395358.000000 Penalty: 3823.796143
	Iteration 30Q: 3 clusters Score -1.139536e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -11395950.000000 Penalty: 3823.796143
	Iteration 31Q: 3 clusters Score -1.139595e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -11396575.000000 Penalty: 3823.796143
	Iteration 32Q: 3 clusters Score -1.139658e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -11397019.000000 Penalty: 3823.796143
	Iteration 33Q: 3 clusters Score -1.139702e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -11397371.000000 Penalty: 3823.796143
	Iteration 34Q: 3 clusters Score -1.139737e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -11397613.000000 Penalty: 3823.796143
	Iteration 35Q: 3 clusters Score -1.139761e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -11397771.000000 Penalty: 3823.796143
	Iteration 36Q: 3 clusters Score -1.139777e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126029 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11397902.000000 Penalty: 3823.796143
	Iteration 37Q: 3 clusters Score -1.13979e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -11397988.000000 Penalty: 3823.796143
	Iteration 38Q: 3 clusters Score -1.139799e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11398092.000000 Penalty: 3823.796143
	Iteration 39Q: 3 clusters Score -1.139809e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11398151.000000 Penalty: 3823.796143
	Iteration 40F: 3 clusters Score -1.139815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126591 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11398171.000000 Penalty: 3823.796143
	Iteration 41Q: 3 clusters Score -1.139817e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -11398199.000000 Penalty: 3823.796143
	Iteration 42Q: 3 clusters Score -1.13982e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -11398225.000000 Penalty: 3823.796143
	Iteration 43Q: 3 clusters Score -1.139822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126795 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11398238.000000 Penalty: 3823.796143
	Iteration 44Q: 3 clusters Score -1.139824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11398268.000000 Penalty: 3823.796143
	Iteration 45Q: 3 clusters Score -1.139827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11398286.000000 Penalty: 3823.796143
	Iteration 46Q: 3 clusters Score -1.139829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11398286.000000 Penalty: 3823.796143
	Iteration 47Q: 3 clusters Score -1.139829e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -11398285.000000 Penalty: 3823.796143
	Iteration 48Q: 3 clusters Score -1.139828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11398290.000000 Penalty: 3823.796143
	Iteration 49Q: 3 clusters Score -1.139829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11398308.000000 Penalty: 3823.796143
	Iteration 50Q: 3 clusters Score -1.139831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11398328.000000 Penalty: 3823.796143
	Iteration 51Q: 3 clusters Score -1.139833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11398333.000000 Penalty: 3823.796143
	Iteration 52Q: 3 clusters Score -1.139833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -11398326.000000 Penalty: 3823.796143
	Iteration 53Q: 3 clusters Score -1.139833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11398332.000000 Penalty: 3823.796143
	Iteration 54Q: 3 clusters Score -1.139833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11398344.000000 Penalty: 3823.796143
	Iteration 55Q: 3 clusters Score -1.139834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127021 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11398334.000000 Penalty: 3823.796143
	Iteration 56Q: 3 clusters Score -1.139833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11398339.000000 Penalty: 3823.796143
	Iteration 57Q: 3 clusters Score -1.139834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127033 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11398336.000000 Penalty: 3823.796143
	Iteration 58Q: 3 clusters Score -1.139834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11398332.000000 Penalty: 3823.796143
	Iteration 59Q: 3 clusters Score -1.139833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127035 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11398359.000000 Penalty: 3823.796143
	Iteration 60F: 3 clusters Score -1.139836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11398358.000000 Penalty: 3823.796143
	Iteration 61Q: 3 clusters Score -1.139836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11398372.000000 Penalty: 3823.796143
	Iteration 62Q: 3 clusters Score -1.139837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127065 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11398385.000000 Penalty: 3823.796143
	Iteration 63Q: 3 clusters Score -1.139838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11398395.000000 Penalty: 3823.796143
	Iteration 64Q: 3 clusters Score -1.13984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127085 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11398402.000000 Penalty: 3823.796143
	Iteration 65Q: 3 clusters Score -1.13984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11398411.000000 Penalty: 3823.796143
	Iteration 66Q: 3 clusters Score -1.139841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11398401.000000 Penalty: 3823.796143
	Iteration 67Q: 3 clusters Score -1.13984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11398410.000000 Penalty: 3823.796143
	Iteration 68Q: 3 clusters Score -1.139841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11398393.000000 Penalty: 3823.796143
	Iteration 69Q: 3 clusters Score -1.139839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11398396.000000 Penalty: 3823.796143
	Iteration 70Q: 3 clusters Score -1.13984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11398395.000000 Penalty: 3823.796143
	Iteration 71Q: 3 clusters Score -1.13984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11398406.000000 Penalty: 3823.796143
	Iteration 72Q: 3 clusters Score -1.139841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11398409.000000 Penalty: 3823.796143
	Iteration 73Q: 3 clusters Score -1.139841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11398401.000000 Penalty: 3823.796143
	Iteration 74Q: 3 clusters Score -1.13984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11398408.000000 Penalty: 3823.796143
	Iteration 75Q: 3 clusters Score -1.139841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11398409.000000 Penalty: 3823.796143
	Iteration 76Q: 3 clusters Score -1.139841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11398395.000000 Penalty: 3823.796143
	Iteration 77Q: 3 clusters Score -1.13984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127123 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11398393.000000 Penalty: 3823.796143
	Iteration 78Q: 3 clusters Score -1.139839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11398399.000000 Penalty: 3823.796143
	Iteration 79Q: 3 clusters Score -1.13984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127123 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11398401.000000 Penalty: 3823.796143
	Iteration 80F: 3 clusters Score -1.13984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11398406.000000 Penalty: 3823.796143
	Iteration 81Q: 3 clusters Score -1.139841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11398406.000000 Penalty: 3823.796143
	Iteration 82F: 3 clusters Score -1.139841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -556938.875000 Penalty: 1428.739990
	Iteration 0F: 2 clusters Score -556938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -552009.187500 Penalty: 2857.479980
	Iteration 0F: 3 clusters Score -552009.2 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -553694.625000 Penalty: 2857.479980
	Iteration 1F: 3 clusters Score -553694.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -554092.062500 Penalty: 2857.479980
	Iteration 2F: 3 clusters Score -554092.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -554467.250000 Penalty: 2857.479980
	Iteration 3F: 3 clusters Score -554467.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -554770.000000 Penalty: 2857.479980
	Iteration 4F: 3 clusters Score -554770 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -555078.750000 Penalty: 2857.479980
	Iteration 5F: 3 clusters Score -555078.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -555349.625000 Penalty: 2857.479980
	Iteration 6Q: 3 clusters Score -555349.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -555539.937500 Penalty: 2857.479980
	Iteration 7Q: 3 clusters Score -555539.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -555643.500000 Penalty: 2857.479980
	Iteration 8Q: 3 clusters Score -555643.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -555698.437500 Penalty: 2857.479980
	Iteration 9Q: 3 clusters Score -555698.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -555732.750000 Penalty: 2857.479980
	Iteration 10Q: 3 clusters Score -555732.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -555749.125000 Penalty: 2857.479980
	Iteration 11Q: 3 clusters Score -555749.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -555754.687500 Penalty: 2857.479980
	Iteration 12Q: 3 clusters Score -555754.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -555762.000000 Penalty: 2857.479980
	Iteration 13Q: 3 clusters Score -555762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -555766.000000 Penalty: 2857.479980
	Iteration 14Q: 3 clusters Score -555766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -555769.375000 Penalty: 2857.479980
	Iteration 15Q: 3 clusters Score -555769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -555773.375000 Penalty: 2857.479980
	Iteration 16Q: 3 clusters Score -555773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -555777.062500 Penalty: 2857.479980
	Iteration 17Q: 3 clusters Score -555777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -555779.562500 Penalty: 2857.479980
	Iteration 18Q: 3 clusters Score -555779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -555783.000000 Penalty: 2857.479980
	Iteration 19Q: 3 clusters Score -555783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -555783.750000 Penalty: 2857.479980
	Iteration 20F: 3 clusters Score -555783.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -555787.125000 Penalty: 2857.479980
	Iteration 21Q: 3 clusters Score -555787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -555788.687500 Penalty: 2857.479980
	Iteration 22Q: 3 clusters Score -555788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -555788.250000 Penalty: 2857.479980
	Iteration 23Q: 3 clusters Score -555788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555789.750000 Penalty: 2857.479980
	Iteration 24Q: 3 clusters Score -555789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -555789.625000 Penalty: 2857.479980
	Iteration 25Q: 3 clusters Score -555789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -555789.937500 Penalty: 2857.479980
	Iteration 26Q: 3 clusters Score -555789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -555790.312500 Penalty: 2857.479980
	Iteration 27Q: 3 clusters Score -555790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -555791.187500 Penalty: 2857.479980
	Iteration 28Q: 3 clusters Score -555791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -555791.750000 Penalty: 2857.479980
	Iteration 29Q: 3 clusters Score -555791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -555792.437500 Penalty: 2857.479980
	Iteration 30Q: 3 clusters Score -555792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -555793.187500 Penalty: 2857.479980
	Iteration 31Q: 3 clusters Score -555793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -555793.000000 Penalty: 2857.479980
	Iteration 32Q: 3 clusters Score -555793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -555793.062500 Penalty: 2857.479980
	Iteration 33Q: 3 clusters Score -555793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -555792.625000 Penalty: 2857.479980
	Iteration 34Q: 3 clusters Score -555792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -555792.937500 Penalty: 2857.479980
	Iteration 35Q: 3 clusters Score -555792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -555792.937500 Penalty: 2857.479980
	Iteration 36F: 3 clusters Score -555792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -870992.000000 Penalty: 1495.833130
	Iteration 0F: 2 clusters Score -870992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -863796.625000 Penalty: 2991.666260
	Iteration 0F: 3 clusters Score -863796.6 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -866081.625000 Penalty: 2991.666260
	Iteration 1F: 3 clusters Score -866081.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -866313.562500 Penalty: 2991.666260
	Iteration 2F: 3 clusters Score -866313.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -866511.937500 Penalty: 2991.666260
	Iteration 3Q: 3 clusters Score -866511.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -866705.375000 Penalty: 2991.666260
	Iteration 4Q: 3 clusters Score -866705.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -866888.500000 Penalty: 2991.666260
	Iteration 5Q: 3 clusters Score -866888.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -867108.000000 Penalty: 2991.666260
	Iteration 6Q: 3 clusters Score -867108 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -867381.687500 Penalty: 2991.666260
	Iteration 7Q: 3 clusters Score -867381.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -867717.437500 Penalty: 2991.666260
	Iteration 8F: 3 clusters Score -867717.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -868123.437500 Penalty: 2991.666260
	Iteration 9F: 3 clusters Score -868123.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -868539.000000 Penalty: 2991.666260
	Iteration 10F: 3 clusters Score -868539 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -868945.812500 Penalty: 2991.666260
	Iteration 11Q: 3 clusters Score -868945.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -869243.250000 Penalty: 2991.666260
	Iteration 12Q: 3 clusters Score -869243.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -869441.937500 Penalty: 2991.666260
	Iteration 13Q: 3 clusters Score -869441.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -869532.312500 Penalty: 2991.666260
	Iteration 14Q: 3 clusters Score -869532.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -869588.937500 Penalty: 2991.666260
	Iteration 15Q: 3 clusters Score -869588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -869625.812500 Penalty: 2991.666260
	Iteration 16Q: 3 clusters Score -869625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -869642.437500 Penalty: 2991.666260
	Iteration 17Q: 3 clusters Score -869642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -869651.937500 Penalty: 2991.666260
	Iteration 18Q: 3 clusters Score -869651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -869664.937500 Penalty: 2991.666260
	Iteration 19Q: 3 clusters Score -869664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -869673.750000 Penalty: 2991.666260
	Iteration 20F: 3 clusters Score -869673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -869674.500000 Penalty: 2991.666260
	Iteration 21Q: 3 clusters Score -869674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -869676.625000 Penalty: 2991.666260
	Iteration 22Q: 3 clusters Score -869676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -869676.625000 Penalty: 2991.666260
	Iteration 23F: 3 clusters Score -869676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -116646.351562 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -116646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -114925.101562 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -114925.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115274.890625 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -115274.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115376.976562 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -115377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115456.273438 Penalty: 2366.897461
	Iteration 3F: 3 clusters Score -115456.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115498.523438 Penalty: 2366.897461
	Iteration 4Q: 3 clusters Score -115498.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115553.187500 Penalty: 2366.897461
	Iteration 5Q: 3 clusters Score -115553.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115612.085938 Penalty: 2366.897461
	Iteration 6Q: 3 clusters Score -115612.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115699.734375 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -115699.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -115813.437500 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -115813.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116049.093750 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -116049.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -116334.101562 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -116334.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -116505.164062 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -116505.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -116620.531250 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -116620.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -116794.187500 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -116794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -116962.226562 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -116962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117009.414062 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -117009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -117019.664062 Penalty: 2366.897461
	Iteration 16Q: 3 clusters Score -117019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -117021.414062 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -117021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117022.742188 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -117022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117022.742188 Penalty: 2366.897461
	Iteration 19F: 3 clusters Score -117022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 173247 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 101915 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 15288 members 
Mstep: Class 9 contains 82257 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 12162 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 9948 members 
Mstep: Class 24 contains 740 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 36566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 598 members 
Mstep: Class 33 contains 77341 members 
Mstep: Class 34 contains 715 members 
Entering Unmasked Estep 
Score: -76317952.000000 Penalty: 75720.648438
Splitting cluster 24 changes total score from -76318520.000000 to -76317952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -818965.750000 Penalty: 1506.761108
	Iteration 0F: 2 clusters Score -818965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -811377.187500 Penalty: 3013.522217
	Iteration 0F: 3 clusters Score -811377.2 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -813963.375000 Penalty: 3013.522217
	Iteration 1F: 3 clusters Score -813963.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -814430.812500 Penalty: 3013.522217
	Iteration 2F: 3 clusters Score -814430.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -814869.062500 Penalty: 3013.522217
	Iteration 3F: 3 clusters Score -814869.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -815336.000000 Penalty: 3013.522217
	Iteration 4F: 3 clusters Score -815336 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -815749.812500 Penalty: 3013.522217
	Iteration 5F: 3 clusters Score -815749.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -816149.125000 Penalty: 3013.522217
	Iteration 6F: 3 clusters Score -816149.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -816445.250000 Penalty: 3013.522217
	Iteration 7Q: 3 clusters Score -816445.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -816648.937500 Penalty: 3013.522217
	Iteration 8Q: 3 clusters Score -816648.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -816757.000000 Penalty: 3013.522217
	Iteration 9Q: 3 clusters Score -816757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -816825.437500 Penalty: 3013.522217
	Iteration 10Q: 3 clusters Score -816825.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -816868.187500 Penalty: 3013.522217
	Iteration 11Q: 3 clusters Score -816868.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -816900.875000 Penalty: 3013.522217
	Iteration 12Q: 3 clusters Score -816900.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -816929.125000 Penalty: 3013.522217
	Iteration 13Q: 3 clusters Score -816929.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -816950.562500 Penalty: 3013.522217
	Iteration 14Q: 3 clusters Score -816950.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -816969.687500 Penalty: 3013.522217
	Iteration 15Q: 3 clusters Score -816969.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -816992.312500 Penalty: 3013.522217
	Iteration 16Q: 3 clusters Score -816992.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -817014.125000 Penalty: 3013.522217
	Iteration 17Q: 3 clusters Score -817014.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -817037.250000 Penalty: 3013.522217
	Iteration 18Q: 3 clusters Score -817037.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -817062.187500 Penalty: 3013.522217
	Iteration 19Q: 3 clusters Score -817062.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -817092.000000 Penalty: 3013.522217
	Iteration 20F: 3 clusters Score -817092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -817117.000000 Penalty: 3013.522217
	Iteration 21Q: 3 clusters Score -817117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -817156.375000 Penalty: 3013.522217
	Iteration 22Q: 3 clusters Score -817156.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -817197.562500 Penalty: 3013.522217
	Iteration 23Q: 3 clusters Score -817197.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -817235.125000 Penalty: 3013.522217
	Iteration 24Q: 3 clusters Score -817235.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -817282.437500 Penalty: 3013.522217
	Iteration 25Q: 3 clusters Score -817282.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -817354.500000 Penalty: 3013.522217
	Iteration 26Q: 3 clusters Score -817354.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -817448.750000 Penalty: 3013.522217
	Iteration 27Q: 3 clusters Score -817448.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -817543.187500 Penalty: 3013.522217
	Iteration 28Q: 3 clusters Score -817543.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -817628.625000 Penalty: 3013.522217
	Iteration 29Q: 3 clusters Score -817628.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -817696.375000 Penalty: 3013.522217
	Iteration 30Q: 3 clusters Score -817696.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -817748.812500 Penalty: 3013.522217
	Iteration 31Q: 3 clusters Score -817748.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -817797.000000 Penalty: 3013.522217
	Iteration 32Q: 3 clusters Score -817797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -817831.125000 Penalty: 3013.522217
	Iteration 33Q: 3 clusters Score -817831.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -817852.000000 Penalty: 3013.522217
	Iteration 34Q: 3 clusters Score -817852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -817865.625000 Penalty: 3013.522217
	Iteration 35Q: 3 clusters Score -817865.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -817879.250000 Penalty: 3013.522217
	Iteration 36Q: 3 clusters Score -817879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -817886.500000 Penalty: 3013.522217
	Iteration 37Q: 3 clusters Score -817886.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -817889.812500 Penalty: 3013.522217
	Iteration 38Q: 3 clusters Score -817889.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -817896.437500 Penalty: 3013.522217
	Iteration 39Q: 3 clusters Score -817896.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -817901.937500 Penalty: 3013.522217
	Iteration 40F: 3 clusters Score -817901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -817907.812500 Penalty: 3013.522217
	Iteration 41Q: 3 clusters Score -817907.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -817911.250000 Penalty: 3013.522217
	Iteration 42Q: 3 clusters Score -817911.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -817915.312500 Penalty: 3013.522217
	Iteration 43Q: 3 clusters Score -817915.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -817920.687500 Penalty: 3013.522217
	Iteration 44Q: 3 clusters Score -817920.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -817925.625000 Penalty: 3013.522217
	Iteration 45Q: 3 clusters Score -817925.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -817930.437500 Penalty: 3013.522217
	Iteration 46Q: 3 clusters Score -817930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -817936.375000 Penalty: 3013.522217
	Iteration 47Q: 3 clusters Score -817936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -817937.687500 Penalty: 3013.522217
	Iteration 48Q: 3 clusters Score -817937.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -817942.187500 Penalty: 3013.522217
	Iteration 49Q: 3 clusters Score -817942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -817944.187500 Penalty: 3013.522217
	Iteration 50Q: 3 clusters Score -817944.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -817949.187500 Penalty: 3013.522217
	Iteration 51Q: 3 clusters Score -817949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -817954.062500 Penalty: 3013.522217
	Iteration 52Q: 3 clusters Score -817954.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -817959.187500 Penalty: 3013.522217
	Iteration 53Q: 3 clusters Score -817959.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -817964.687500 Penalty: 3013.522217
	Iteration 54Q: 3 clusters Score -817964.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -817974.062500 Penalty: 3013.522217
	Iteration 55Q: 3 clusters Score -817974.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -817982.062500 Penalty: 3013.522217
	Iteration 56Q: 3 clusters Score -817982.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -817985.812500 Penalty: 3013.522217
	Iteration 57Q: 3 clusters Score -817985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -817990.812500 Penalty: 3013.522217
	Iteration 58Q: 3 clusters Score -817990.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -817997.312500 Penalty: 3013.522217
	Iteration 59Q: 3 clusters Score -817997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -818000.375000 Penalty: 3013.522217
	Iteration 60F: 3 clusters Score -818000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -818004.437500 Penalty: 3013.522217
	Iteration 61Q: 3 clusters Score -818004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -818003.250000 Penalty: 3013.522217
	Iteration 62Q: 3 clusters Score -818003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -818006.750000 Penalty: 3013.522217
	Iteration 63Q: 3 clusters Score -818006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -818009.562500 Penalty: 3013.522217
	Iteration 64Q: 3 clusters Score -818009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -818012.937500 Penalty: 3013.522217
	Iteration 65Q: 3 clusters Score -818012.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -818015.000000 Penalty: 3013.522217
	Iteration 66Q: 3 clusters Score -818015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -818020.437500 Penalty: 3013.522217
	Iteration 67Q: 3 clusters Score -818020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -818025.625000 Penalty: 3013.522217
	Iteration 68Q: 3 clusters Score -818025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -818029.250000 Penalty: 3013.522217
	Iteration 69Q: 3 clusters Score -818029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -818030.625000 Penalty: 3013.522217
	Iteration 70Q: 3 clusters Score -818030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -818033.000000 Penalty: 3013.522217
	Iteration 71Q: 3 clusters Score -818033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -818033.812500 Penalty: 3013.522217
	Iteration 72Q: 3 clusters Score -818033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -818036.062500 Penalty: 3013.522217
	Iteration 73Q: 3 clusters Score -818036.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -818038.437500 Penalty: 3013.522217
	Iteration 74Q: 3 clusters Score -818038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -818043.937500 Penalty: 3013.522217
	Iteration 75Q: 3 clusters Score -818043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -818042.875000 Penalty: 3013.522217
	Iteration 76Q: 3 clusters Score -818042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -818045.312500 Penalty: 3013.522217
	Iteration 77Q: 3 clusters Score -818045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -818044.125000 Penalty: 3013.522217
	Iteration 78Q: 3 clusters Score -818044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -818047.125000 Penalty: 3013.522217
	Iteration 79Q: 3 clusters Score -818047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -818048.375000 Penalty: 3013.522217
	Iteration 80F: 3 clusters Score -818048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -818050.625000 Penalty: 3013.522217
	Iteration 81Q: 3 clusters Score -818050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -818053.687500 Penalty: 3013.522217
	Iteration 82Q: 3 clusters Score -818053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -818055.562500 Penalty: 3013.522217
	Iteration 83Q: 3 clusters Score -818055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -818058.625000 Penalty: 3013.522217
	Iteration 84Q: 3 clusters Score -818058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -818060.687500 Penalty: 3013.522217
	Iteration 85Q: 3 clusters Score -818060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -818063.687500 Penalty: 3013.522217
	Iteration 86Q: 3 clusters Score -818063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -818064.000000 Penalty: 3013.522217
	Iteration 87Q: 3 clusters Score -818064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -818067.062500 Penalty: 3013.522217
	Iteration 88Q: 3 clusters Score -818067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -818070.687500 Penalty: 3013.522217
	Iteration 89Q: 3 clusters Score -818070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -818073.750000 Penalty: 3013.522217
	Iteration 90Q: 3 clusters Score -818073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -818073.125000 Penalty: 3013.522217
	Iteration 91Q: 3 clusters Score -818073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -818074.187500 Penalty: 3013.522217
	Iteration 92Q: 3 clusters Score -818074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -818076.250000 Penalty: 3013.522217
	Iteration 93Q: 3 clusters Score -818076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -818076.625000 Penalty: 3013.522217
	Iteration 94Q: 3 clusters Score -818076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -818076.500000 Penalty: 3013.522217
	Iteration 95Q: 3 clusters Score -818076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -818076.937500 Penalty: 3013.522217
	Iteration 96Q: 3 clusters Score -818076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -818078.500000 Penalty: 3013.522217
	Iteration 97Q: 3 clusters Score -818078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -818078.812500 Penalty: 3013.522217
	Iteration 98Q: 3 clusters Score -818078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -818078.812500 Penalty: 3013.522217
	Iteration 99F: 3 clusters Score -818078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -382390.937500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -382390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -378571.781250 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -378571.8 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -379814.812500 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -379814.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -380144.781250 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -380144.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -380358.531250 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -380358.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -380535.656250 Penalty: 2750.183350
	Iteration 4F: 3 clusters Score -380535.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -380730.312500 Penalty: 2750.183350
	Iteration 5F: 3 clusters Score -380730.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -380923.968750 Penalty: 2750.183350
	Iteration 6F: 3 clusters Score -380924 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -381100.250000 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -381100.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -381218.343750 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -381218.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -381319.781250 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -381319.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -381398.187500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -381398.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -381447.375000 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -381447.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -381480.593750 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -381480.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -381503.093750 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -381503.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -381524.843750 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -381524.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -381550.906250 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -381550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -381581.843750 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -381581.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -381619.593750 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -381619.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -381654.937500 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -381654.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -381692.500000 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -381692.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -381745.687500 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -381745.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -381804.968750 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -381805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -381877.062500 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -381877.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -381924.656250 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -381924.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -381986.218750 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -381986.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -382030.062500 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -382030.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -382059.531250 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -382059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -382071.437500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -382071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -382076.718750 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -382076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -382077.937500 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -382077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -382081.750000 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -382081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -382086.250000 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -382086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -382090.187500 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -382090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -382092.093750 Penalty: 2750.183350
	Iteration 33Q: 3 clusters Score -382092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -382092.125000 Penalty: 2750.183350
	Iteration 34Q: 3 clusters Score -382092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -382092.125000 Penalty: 2750.183350
	Iteration 35F: 3 clusters Score -382092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -82849.578125 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -82849.58 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 563 members 
Entering Unmasked Estep 
Score: -81344.671875 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -81344.67 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81745.718750 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -81745.72 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81956.812500 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -81956.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82110.523438 Penalty: 2283.010986
	Iteration 3F: 3 clusters Score -82110.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82193.960938 Penalty: 2283.010986
	Iteration 4Q: 3 clusters Score -82193.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82236.109375 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -82236.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82263.406250 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -82263.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82293.671875 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -82293.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82331.429688 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -82331.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82365.867188 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -82365.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82382.875000 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -82382.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82394.648438 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -82394.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82406.546875 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -82406.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82413.703125 Penalty: 2283.010986
	Iteration 13Q: 3 clusters Score -82413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82416.492188 Penalty: 2283.010986
	Iteration 14Q: 3 clusters Score -82416.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82421.093750 Penalty: 2283.010986
	Iteration 15Q: 3 clusters Score -82421.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -82424.406250 Penalty: 2283.010986
	Iteration 16Q: 3 clusters Score -82424.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82427.765625 Penalty: 2283.010986
	Iteration 17Q: 3 clusters Score -82427.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82429.515625 Penalty: 2283.010986
	Iteration 18Q: 3 clusters Score -82429.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82432.570312 Penalty: 2283.010986
	Iteration 19Q: 3 clusters Score -82432.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82433.429688 Penalty: 2283.010986
	Iteration 20F: 3 clusters Score -82433.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82438.218750 Penalty: 2283.010986
	Iteration 21Q: 3 clusters Score -82438.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82442.312500 Penalty: 2283.010986
	Iteration 22Q: 3 clusters Score -82442.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82445.250000 Penalty: 2283.010986
	Iteration 23Q: 3 clusters Score -82445.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82447.960938 Penalty: 2283.010986
	Iteration 24Q: 3 clusters Score -82447.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82453.835938 Penalty: 2283.010986
	Iteration 25Q: 3 clusters Score -82453.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82465.984375 Penalty: 2283.010986
	Iteration 26Q: 3 clusters Score -82465.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82478.695312 Penalty: 2283.010986
	Iteration 27Q: 3 clusters Score -82478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82489.531250 Penalty: 2283.010986
	Iteration 28Q: 3 clusters Score -82489.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82495.703125 Penalty: 2283.010986
	Iteration 29Q: 3 clusters Score -82495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82505.046875 Penalty: 2283.010986
	Iteration 30Q: 3 clusters Score -82505.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82516.070312 Penalty: 2283.010986
	Iteration 31Q: 3 clusters Score -82516.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -82535.484375 Penalty: 2283.010986
	Iteration 32Q: 3 clusters Score -82535.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82549.726562 Penalty: 2283.010986
	Iteration 33Q: 3 clusters Score -82549.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82568.601562 Penalty: 2283.010986
	Iteration 34Q: 3 clusters Score -82568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -82579.476562 Penalty: 2283.010986
	Iteration 35Q: 3 clusters Score -82579.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82594.671875 Penalty: 2283.010986
	Iteration 36Q: 3 clusters Score -82594.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -82611.468750 Penalty: 2283.010986
	Iteration 37Q: 3 clusters Score -82611.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82620.304688 Penalty: 2283.010986
	Iteration 38Q: 3 clusters Score -82620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82628.718750 Penalty: 2283.010986
	Iteration 39Q: 3 clusters Score -82628.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82631.945312 Penalty: 2283.010986
	Iteration 40F: 3 clusters Score -82631.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82634.281250 Penalty: 2283.010986
	Iteration 41Q: 3 clusters Score -82634.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82636.945312 Penalty: 2283.010986
	Iteration 42Q: 3 clusters Score -82636.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82637.929688 Penalty: 2283.010986
	Iteration 43Q: 3 clusters Score -82637.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82638.750000 Penalty: 2283.010986
	Iteration 44Q: 3 clusters Score -82638.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82639.460938 Penalty: 2283.010986
	Iteration 45Q: 3 clusters Score -82639.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82639.734375 Penalty: 2283.010986
	Iteration 46Q: 3 clusters Score -82639.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -82640.343750 Penalty: 2283.010986
	Iteration 47Q: 3 clusters Score -82640.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82640.968750 Penalty: 2283.010986
	Iteration 48Q: 3 clusters Score -82640.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82640.968750 Penalty: 2283.010986
	Iteration 49F: 3 clusters Score -82640.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Entering Unmasked Estep 
Score: -3168987.750000 Penalty: 1707.367065
	Iteration 0F: 2 clusters Score -3168988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3144529.500000 Penalty: 3414.734131
	Iteration 0F: 3 clusters Score -3144530 nChanged 16915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3154150.000000 Penalty: 3414.734131
	Iteration 1F: 3 clusters Score -3154150 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3154808.250000 Penalty: 3414.734131
	Iteration 2Q: 3 clusters Score -3154808 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3155612.250000 Penalty: 3414.734131
	Iteration 3Q: 3 clusters Score -3155612 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3156808.750000 Penalty: 3414.734131
	Iteration 4F: 3 clusters Score -3156809 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3158598.500000 Penalty: 3414.734131
	Iteration 5F: 3 clusters Score -3158598 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3161081.500000 Penalty: 3414.734131
	Iteration 6F: 3 clusters Score -3161082 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3163703.250000 Penalty: 3414.734131
	Iteration 7F: 3 clusters Score -3163703 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3165729.000000 Penalty: 3414.734131
	Iteration 8F: 3 clusters Score -3165729 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3166764.750000 Penalty: 3414.734131
	Iteration 9Q: 3 clusters Score -3166765 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3167205.500000 Penalty: 3414.734131
	Iteration 10Q: 3 clusters Score -3167206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3167362.750000 Penalty: 3414.734131
	Iteration 11Q: 3 clusters Score -3167363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3167411.000000 Penalty: 3414.734131
	Iteration 12Q: 3 clusters Score -3167411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3167427.250000 Penalty: 3414.734131
	Iteration 13Q: 3 clusters Score -3167427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3167441.250000 Penalty: 3414.734131
	Iteration 14Q: 3 clusters Score -3167441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3167448.500000 Penalty: 3414.734131
	Iteration 15Q: 3 clusters Score -3167448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3167457.500000 Penalty: 3414.734131
	Iteration 16Q: 3 clusters Score -3167458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3167465.500000 Penalty: 3414.734131
	Iteration 17Q: 3 clusters Score -3167466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3167466.250000 Penalty: 3414.734131
	Iteration 18Q: 3 clusters Score -3167466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3167473.000000 Penalty: 3414.734131
	Iteration 19Q: 3 clusters Score -3167473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3167481.000000 Penalty: 3414.734131
	Iteration 20F: 3 clusters Score -3167481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3167487.000000 Penalty: 3414.734131
	Iteration 21Q: 3 clusters Score -3167487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3167491.750000 Penalty: 3414.734131
	Iteration 22Q: 3 clusters Score -3167492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3167492.750000 Penalty: 3414.734131
	Iteration 23Q: 3 clusters Score -3167493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3167496.500000 Penalty: 3414.734131
	Iteration 24Q: 3 clusters Score -3167496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3167499.250000 Penalty: 3414.734131
	Iteration 25Q: 3 clusters Score -3167499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3167500.000000 Penalty: 3414.734131
	Iteration 26Q: 3 clusters Score -3167500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3167499.750000 Penalty: 3414.734131
	Iteration 27Q: 3 clusters Score -3167500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3167502.000000 Penalty: 3414.734131
	Iteration 28Q: 3 clusters Score -3167502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3167502.000000 Penalty: 3414.734131
	Iteration 29F: 3 clusters Score -3167502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -653735.125000 Penalty: 1444.937622
	Iteration 0F: 2 clusters Score -653735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -648323.250000 Penalty: 2889.875244
	Iteration 0F: 3 clusters Score -648323.2 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650108.625000 Penalty: 2889.875244
	Iteration 1F: 3 clusters Score -650108.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -650491.937500 Penalty: 2889.875244
	Iteration 2F: 3 clusters Score -650491.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -650869.500000 Penalty: 2889.875244
	Iteration 3F: 3 clusters Score -650869.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -651255.250000 Penalty: 2889.875244
	Iteration 4F: 3 clusters Score -651255.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -651669.062500 Penalty: 2889.875244
	Iteration 5F: 3 clusters Score -651669.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -652031.625000 Penalty: 2889.875244
	Iteration 6F: 3 clusters Score -652031.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -652304.875000 Penalty: 2889.875244
	Iteration 7Q: 3 clusters Score -652304.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -652490.687500 Penalty: 2889.875244
	Iteration 8Q: 3 clusters Score -652490.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -652626.812500 Penalty: 2889.875244
	Iteration 9Q: 3 clusters Score -652626.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -652706.000000 Penalty: 2889.875244
	Iteration 10Q: 3 clusters Score -652706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -652763.875000 Penalty: 2889.875244
	Iteration 11Q: 3 clusters Score -652763.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -652810.375000 Penalty: 2889.875244
	Iteration 12Q: 3 clusters Score -652810.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -652839.250000 Penalty: 2889.875244
	Iteration 13Q: 3 clusters Score -652839.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -652859.000000 Penalty: 2889.875244
	Iteration 14Q: 3 clusters Score -652859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -652868.562500 Penalty: 2889.875244
	Iteration 15Q: 3 clusters Score -652868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -652873.937500 Penalty: 2889.875244
	Iteration 16Q: 3 clusters Score -652873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -652874.812500 Penalty: 2889.875244
	Iteration 17Q: 3 clusters Score -652874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -652877.125000 Penalty: 2889.875244
	Iteration 18Q: 3 clusters Score -652877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -652880.687500 Penalty: 2889.875244
	Iteration 19Q: 3 clusters Score -652880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -652884.000000 Penalty: 2889.875244
	Iteration 20F: 3 clusters Score -652884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -652889.875000 Penalty: 2889.875244
	Iteration 21Q: 3 clusters Score -652889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -652893.437500 Penalty: 2889.875244
	Iteration 22Q: 3 clusters Score -652893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -652894.125000 Penalty: 2889.875244
	Iteration 23Q: 3 clusters Score -652894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -652894.125000 Penalty: 2889.875244
	Iteration 24Q: 3 clusters Score -652894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -652894.125000 Penalty: 2889.875244
	Iteration 25F: 3 clusters Score -652894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -164059.218750 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -164059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -161972.546875 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -161972.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -162425.671875 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -162425.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162535.281250 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -162535.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162617.718750 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -162617.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162692.187500 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -162692.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162760.968750 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -162761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162819.640625 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -162819.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162865.406250 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -162865.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162888.781250 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -162888.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162911.562500 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -162911.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162932.171875 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -162932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162950.265625 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -162950.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162969.859375 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -162969.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -162990.656250 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -162990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163005.390625 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -163005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163021.375000 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -163021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -163034.750000 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -163034.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163046.734375 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -163046.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -163055.062500 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -163055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -163061.000000 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -163061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -163065.125000 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -163065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -163066.343750 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -163066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -163067.781250 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -163067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -163067.781250 Penalty: 2462.730957
	Iteration 23F: 3 clusters Score -163067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -103975.109375 Penalty: 1160.709473
	Iteration 0F: 2 clusters Score -103975.1 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 623 members 
Entering Unmasked Estep 
Score: -102412.828125 Penalty: 2321.418945
	Iteration 0F: 3 clusters Score -102412.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102733.757812 Penalty: 2321.418945
	Iteration 1F: 3 clusters Score -102733.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102830.078125 Penalty: 2321.418945
	Iteration 2F: 3 clusters Score -102830.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102920.976562 Penalty: 2321.418945
	Iteration 3F: 3 clusters Score -102921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102992.500000 Penalty: 2321.418945
	Iteration 4Q: 3 clusters Score -102992.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103087.273438 Penalty: 2321.418945
	Iteration 5Q: 3 clusters Score -103087.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103149.140625 Penalty: 2321.418945
	Iteration 6Q: 3 clusters Score -103149.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103183.718750 Penalty: 2321.418945
	Iteration 7Q: 3 clusters Score -103183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103222.750000 Penalty: 2321.418945
	Iteration 8Q: 3 clusters Score -103222.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103259.250000 Penalty: 2321.418945
	Iteration 9Q: 3 clusters Score -103259.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103293.851562 Penalty: 2321.418945
	Iteration 10Q: 3 clusters Score -103293.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103315.820312 Penalty: 2321.418945
	Iteration 11Q: 3 clusters Score -103315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103325.742188 Penalty: 2321.418945
	Iteration 12Q: 3 clusters Score -103325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103330.695312 Penalty: 2321.418945
	Iteration 13Q: 3 clusters Score -103330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103333.734375 Penalty: 2321.418945
	Iteration 14Q: 3 clusters Score -103333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103334.640625 Penalty: 2321.418945
	Iteration 15Q: 3 clusters Score -103334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103334.640625 Penalty: 2321.418945
	Iteration 16F: 3 clusters Score -103334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -47724.792969 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -47724.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -46571.773438 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -46571.77 nChanged 137
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: -46752.062500 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -46752.06 nChanged 35
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: -46804.089844 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -46804.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46843.421875 Penalty: 2077.916992
	Iteration 3Q: 3 clusters Score -46843.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46874.238281 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -46874.24 nChanged 16
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: -46902.378906 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -46902.38 nChanged 6
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: -46915.304688 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -46915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46937.156250 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -46937.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46957.535156 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -46957.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46985.792969 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -46985.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46998.023438 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -46998.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47006.312500 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -47006.31 nChanged 7
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: -47013.902344 Penalty: 2077.916992
	Iteration 12Q: 3 clusters Score -47013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47014.355469 Penalty: 2077.916992
	Iteration 13Q: 3 clusters Score -47014.36 nChanged 1
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: -47015.074219 Penalty: 2077.916992
	Iteration 14Q: 3 clusters Score -47015.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47015.554688 Penalty: 2077.916992
	Iteration 15Q: 3 clusters Score -47015.55 nChanged 1
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: -47016.585938 Penalty: 2077.916992
	Iteration 16Q: 3 clusters Score -47016.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47017.832031 Penalty: 2077.916992
	Iteration 17Q: 3 clusters Score -47017.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47018.390625 Penalty: 2077.916992
	Iteration 18Q: 3 clusters Score -47018.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47019.894531 Penalty: 2077.916992
	Iteration 19Q: 3 clusters Score -47019.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47021.171875 Penalty: 2077.916992
	Iteration 20F: 3 clusters Score -47021.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47021.960938 Penalty: 2077.916992
	Iteration 21Q: 3 clusters Score -47021.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47021.960938 Penalty: 2077.916992
	Iteration 22F: 3 clusters Score -47021.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (77341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Entering Unmasked Estep 
Score: -6722470.500000 Penalty: 1829.096680
	Iteration 0F: 2 clusters Score -6722470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -6670814.000000 Penalty: 3658.193359
	Iteration 0F: 3 clusters Score -6670814 nChanged 36747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -6691631.500000 Penalty: 3658.193359
	Iteration 1F: 3 clusters Score -6691632 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6692154.500000 Penalty: 3658.193359
	Iteration 2Q: 3 clusters Score -6692154 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -6692738.500000 Penalty: 3658.193359
	Iteration 3Q: 3 clusters Score -6692738 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6693471.000000 Penalty: 3658.193359
	Iteration 4Q: 3 clusters Score -6693471 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6694493.000000 Penalty: 3658.193359
	Iteration 5Q: 3 clusters Score -6694493 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -6695986.000000 Penalty: 3658.193359
	Iteration 6Q: 3 clusters Score -6695986 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6698332.000000 Penalty: 3658.193359
	Iteration 7F: 3 clusters Score -6698332 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -6701668.000000 Penalty: 3658.193359
	Iteration 8F: 3 clusters Score -6701668 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -6705589.500000 Penalty: 3658.193359
	Iteration 9F: 3 clusters Score -6705590 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -6709612.500000 Penalty: 3658.193359
	Iteration 10F: 3 clusters Score -6709612 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -6713038.000000 Penalty: 3658.193359
	Iteration 11F: 3 clusters Score -6713038 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -6715710.500000 Penalty: 3658.193359
	Iteration 12Q: 3 clusters Score -6715710 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -6717657.500000 Penalty: 3658.193359
	Iteration 13Q: 3 clusters Score -6717658 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -6718942.000000 Penalty: 3658.193359
	Iteration 14Q: 3 clusters Score -6718942 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -6719737.500000 Penalty: 3658.193359
	Iteration 15Q: 3 clusters Score -6719738 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -6720262.000000 Penalty: 3658.193359
	Iteration 16Q: 3 clusters Score -6720262 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -6720549.500000 Penalty: 3658.193359
	Iteration 17Q: 3 clusters Score -6720550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -6720707.500000 Penalty: 3658.193359
	Iteration 18Q: 3 clusters Score -6720708 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -6720805.500000 Penalty: 3658.193359
	Iteration 19Q: 3 clusters Score -6720806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -6720857.500000 Penalty: 3658.193359
	Iteration 20F: 3 clusters Score -6720858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -6720909.500000 Penalty: 3658.193359
	Iteration 21Q: 3 clusters Score -6720910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -6720941.500000 Penalty: 3658.193359
	Iteration 22Q: 3 clusters Score -6720942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -6720959.000000 Penalty: 3658.193359
	Iteration 23Q: 3 clusters Score -6720959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -6720968.500000 Penalty: 3658.193359
	Iteration 24Q: 3 clusters Score -6720968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -6720990.500000 Penalty: 3658.193359
	Iteration 25Q: 3 clusters Score -6720990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -6721010.000000 Penalty: 3658.193359
	Iteration 26Q: 3 clusters Score -6721010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -6721022.000000 Penalty: 3658.193359
	Iteration 27Q: 3 clusters Score -6721022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -6721027.500000 Penalty: 3658.193359
	Iteration 28Q: 3 clusters Score -6721028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -6721033.000000 Penalty: 3658.193359
	Iteration 29Q: 3 clusters Score -6721033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -6721018.500000 Penalty: 3658.193359
	Iteration 30Q: 3 clusters Score -6721018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -6721022.000000 Penalty: 3658.193359
	Iteration 31Q: 3 clusters Score -6721022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -6721033.500000 Penalty: 3658.193359
	Iteration 32Q: 3 clusters Score -6721034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -6721036.000000 Penalty: 3658.193359
	Iteration 33Q: 3 clusters Score -6721036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -6721035.500000 Penalty: 3658.193359
	Iteration 34Q: 3 clusters Score -6721036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -6721035.500000 Penalty: 3658.193359
	Iteration 35F: 3 clusters Score -6721036 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -227888304.000000 Penalty: 79384.882812
21->34 Clusters: Score -227888304.000000, best is -227915984.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 42582 members 
Mstep: Class 3 contains 42794 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 6 contains 42439 members 
Mstep: Class 7 contains 42742 members 
Mstep: Class 8 contains 42713 members 
Mstep: Class 9 contains 42504 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 11 contains 42412 members 
Mstep: Class 12 contains 42728 members 
Mstep: Class 13 contains 42977 members 
Mstep: Class 14 contains 42468 members 
Mstep: Class 15 contains 42675 members 
Mstep: Class 16 contains 42547 members 
Mstep: Class 17 contains 42992 members 
Mstep: Class 18 contains 42444 members 
Mstep: Class 19 contains 42202 members 
Mstep: Class 20 contains 42935 members 
Mstep: Class 21 contains 42859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 804.590393 but Gain 2227.078125
Score: -71240584.000000 Penalty: 44541.554688
Iteration 0F: 21 clusters Score -7.124058e+07 nChanged 848495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1025 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 57226 members 
Mstep: Class 3 contains 30755 members 
Mstep: Class 4 contains 35049 members 
Mstep: Class 5 contains 30885 members 
Mstep: Class 6 contains 27206 members 
Mstep: Class 7 contains 112238 members 
Mstep: Class 8 contains 40634 members 
Mstep: Class 9 contains 27367 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 56483 members 
Mstep: Class 12 contains 27321 members 
Mstep: Class 13 contains 31450 members 
Mstep: Class 15 contains 48838 members 
Mstep: Class 16 contains 104051 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 33360 members 
Mstep: Class 19 contains 21353 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 21 contains 31478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74232424.000000 Penalty: 44541.554688
Iteration 1F: 21 clusters Score -7.423242e+07 nChanged 356926
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 64443 members 
Mstep: Class 3 contains 14760 members 
Mstep: Class 4 contains 26167 members 
Mstep: Class 5 contains 30000 members 
Mstep: Class 6 contains 20056 members 
Mstep: Class 7 contains 185021 members 
Mstep: Class 8 contains 33147 members 
Mstep: Class 9 contains 23631 members 
Mstep: Class 10 contains 12501 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 18495 members 
Mstep: Class 15 contains 47433 members 
Mstep: Class 16 contains 80795 members 
Mstep: Class 17 contains 68630 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 36548 members 
Mstep: Class 21 contains 22530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74944024.000000 Penalty: 44541.554688
Iteration 2F: 21 clusters Score -7.494402e+07 nChanged 219613
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 64023 members 
Mstep: Class 3 contains 13696 members 
Mstep: Class 4 contains 25244 members 
Mstep: Class 5 contains 32216 members 
Mstep: Class 6 contains 18674 members 
Mstep: Class 7 contains 233794 members 
Mstep: Class 8 contains 27550 members 
Mstep: Class 9 contains 25474 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 66658 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 13013 members 
Mstep: Class 15 contains 52382 members 
Mstep: Class 16 contains 60643 members 
Mstep: Class 17 contains 58246 members 
Mstep: Class 18 contains 17858 members 
Mstep: Class 19 contains 15814 members 
Mstep: Class 20 contains 37687 members 
Mstep: Class 21 contains 18323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75256200.000000 Penalty: 44541.554688
Iteration 3F: 21 clusters Score -7.52562e+07 nChanged 169490
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 60288 members 
Mstep: Class 3 contains 17499 members 
Mstep: Class 4 contains 27694 members 
Mstep: Class 5 contains 36422 members 
Mstep: Class 6 contains 18234 members 
Mstep: Class 7 contains 277273 members 
Mstep: Class 8 contains 23703 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 62795 members 
Mstep: Class 12 contains 11269 members 
Mstep: Class 13 contains 10014 members 
Mstep: Class 15 contains 52292 members 
Mstep: Class 16 contains 46131 members 
Mstep: Class 17 contains 41615 members 
Mstep: Class 18 contains 18989 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 43134 members 
Mstep: Class 21 contains 13364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75460552.000000 Penalty: 44541.554688
Iteration 4F: 21 clusters Score -7.546055e+07 nChanged 139980
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 57932 members 
Mstep: Class 3 contains 21383 members 
Mstep: Class 4 contains 31260 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 312335 members 
Mstep: Class 8 contains 21108 members 
Mstep: Class 9 contains 36043 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 60310 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 8473 members 
Mstep: Class 15 contains 48999 members 
Mstep: Class 16 contains 37363 members 
Mstep: Class 17 contains 27606 members 
Mstep: Class 18 contains 23496 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 48640 members 
Mstep: Class 21 contains 8382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75604784.000000 Penalty: 44541.554688
Iteration 5F: 21 clusters Score -7.560478e+07 nChanged 115266
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 57033 members 
Mstep: Class 3 contains 23686 members 
Mstep: Class 4 contains 34794 members 
Mstep: Class 5 contains 47782 members 
Mstep: Class 6 contains 13498 members 
Mstep: Class 7 contains 336780 members 
Mstep: Class 8 contains 18962 members 
Mstep: Class 9 contains 42176 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 56360 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 15 contains 45643 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 21632 members 
Mstep: Class 18 contains 28540 members 
Mstep: Class 19 contains 11861 members 
Mstep: Class 20 contains 53642 members 
Mstep: Class 21 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75717936.000000 Penalty: 44541.554688
Iteration 6F: 21 clusters Score -7.571794e+07 nChanged 95031
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 56546 members 
Mstep: Class 3 contains 24168 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 347314 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 48964 members 
Mstep: Class 10 contains 8787 members 
Mstep: Class 11 contains 50633 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 15 contains 42876 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 22809 members 
Mstep: Class 18 contains 33719 members 
Mstep: Class 19 contains 10748 members 
Mstep: Class 20 contains 57465 members 
Mstep: Class 21 contains 3242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75817328.000000 Penalty: 44541.554688
Iteration 7F: 21 clusters Score -7.581733e+07 nChanged 78455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 55736 members 
Mstep: Class 3 contains 23537 members 
Mstep: Class 4 contains 38427 members 
Mstep: Class 5 contains 63098 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 346892 members 
Mstep: Class 8 contains 14891 members 
Mstep: Class 9 contains 54821 members 
Mstep: Class 10 contains 7776 members 
Mstep: Class 11 contains 44145 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 15 contains 40476 members 
Mstep: Class 16 contains 27601 members 
Mstep: Class 17 contains 28122 members 
Mstep: Class 18 contains 38778 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 60259 members 
Mstep: Class 21 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75892728.000000 Penalty: 44541.554688
Iteration 8F: 21 clusters Score -7.589273e+07 nChanged 62812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 55693 members 
Mstep: Class 3 contains 22655 members 
Mstep: Class 4 contains 38422 members 
Mstep: Class 5 contains 70707 members 
Mstep: Class 6 contains 7244 members 
Mstep: Class 7 contains 340501 members 
Mstep: Class 8 contains 12966 members 
Mstep: Class 9 contains 58847 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 37994 members 
Mstep: Class 12 contains 6927 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 15 contains 38260 members 
Mstep: Class 16 contains 26798 members 
Mstep: Class 17 contains 35256 members 
Mstep: Class 18 contains 43630 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 62496 members 
Mstep: Class 21 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75954632.000000 Penalty: 44541.554688
Iteration 9F: 21 clusters Score -7.595463e+07 nChanged 50661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 4 contains 37853 members 
Mstep: Class 5 contains 76617 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 331294 members 
Mstep: Class 8 contains 11366 members 
Mstep: Class 9 contains 60880 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 32460 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 8289 members 
Mstep: Class 15 contains 36302 members 
Mstep: Class 16 contains 26286 members 
Mstep: Class 17 contains 42423 members 
Mstep: Class 18 contains 47343 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 64438 members 
Mstep: Class 21 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76003672.000000 Penalty: 44541.554688
Iteration 10F: 21 clusters Score -7.600367e+07 nChanged 42191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 60285 members 
Mstep: Class 3 contains 23511 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 80843 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 321307 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 61460 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 27618 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 15 contains 35385 members 
Mstep: Class 16 contains 25454 members 
Mstep: Class 17 contains 48781 members 
Mstep: Class 18 contains 49636 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 66170 members 
Mstep: Class 21 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76036608.000000 Penalty: 44541.554688
Iteration 11Q: 21 clusters Score -7.603661e+07 nChanged 34744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 63588 members 
Mstep: Class 3 contains 24899 members 
Mstep: Class 4 contains 36090 members 
Mstep: Class 5 contains 83628 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 311831 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 60822 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 24245 members 
Mstep: Class 12 contains 11118 members 
Mstep: Class 13 contains 8186 members 
Mstep: Class 15 contains 35137 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 54151 members 
Mstep: Class 18 contains 51008 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 67828 members 
Mstep: Class 21 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76061608.000000 Penalty: 44541.554688
Iteration 12Q: 21 clusters Score -7.606161e+07 nChanged 28570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 66621 members 
Mstep: Class 3 contains 25937 members 
Mstep: Class 4 contains 35306 members 
Mstep: Class 5 contains 85382 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 303636 members 
Mstep: Class 8 contains 7569 members 
Mstep: Class 9 contains 59513 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 12921 members 
Mstep: Class 13 contains 8073 members 
Mstep: Class 15 contains 35021 members 
Mstep: Class 16 contains 23291 members 
Mstep: Class 17 contains 58649 members 
Mstep: Class 18 contains 51911 members 
Mstep: Class 19 contains 7739 members 
Mstep: Class 20 contains 69205 members 
Mstep: Class 21 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76080432.000000 Penalty: 44541.554688
Iteration 13Q: 21 clusters Score -7.608043e+07 nChanged 24017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 69130 members 
Mstep: Class 3 contains 26798 members 
Mstep: Class 4 contains 34538 members 
Mstep: Class 5 contains 86546 members 
Mstep: Class 6 contains 7171 members 
Mstep: Class 7 contains 296529 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 57808 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 14707 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 15 contains 34937 members 
Mstep: Class 16 contains 22315 members 
Mstep: Class 17 contains 62187 members 
Mstep: Class 18 contains 52668 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 70320 members 
Mstep: Class 21 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76094824.000000 Penalty: 44541.554688
Iteration 14Q: 21 clusters Score -7.609482e+07 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 71213 members 
Mstep: Class 3 contains 27446 members 
Mstep: Class 4 contains 33813 members 
Mstep: Class 5 contains 87337 members 
Mstep: Class 6 contains 7653 members 
Mstep: Class 7 contains 290427 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 55952 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 21532 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 8089 members 
Mstep: Class 15 contains 34847 members 
Mstep: Class 16 contains 21417 members 
Mstep: Class 17 contains 65041 members 
Mstep: Class 18 contains 53228 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 71315 members 
Mstep: Class 21 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76105416.000000 Penalty: 44541.554688
Iteration 15Q: 21 clusters Score -7.610542e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 72925 members 
Mstep: Class 3 contains 27819 members 
Mstep: Class 4 contains 33172 members 
Mstep: Class 5 contains 87862 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 285223 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 53982 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 21600 members 
Mstep: Class 12 contains 18345 members 
Mstep: Class 13 contains 8193 members 
Mstep: Class 15 contains 34768 members 
Mstep: Class 16 contains 20577 members 
Mstep: Class 17 contains 67523 members 
Mstep: Class 18 contains 53724 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 72110 members 
Mstep: Class 21 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76113568.000000 Penalty: 44541.554688
Iteration 16Q: 21 clusters Score -7.611357e+07 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 74434 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 32607 members 
Mstep: Class 5 contains 88259 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 280410 members 
Mstep: Class 8 contains 6003 members 
Mstep: Class 9 contains 51979 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 21707 members 
Mstep: Class 12 contains 20402 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 15 contains 34700 members 
Mstep: Class 16 contains 19843 members 
Mstep: Class 17 contains 69783 members 
Mstep: Class 18 contains 54190 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 72750 members 
Mstep: Class 21 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76120032.000000 Penalty: 44541.554688
Iteration 17Q: 21 clusters Score -7.612003e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 75580 members 
Mstep: Class 3 contains 28010 members 
Mstep: Class 4 contains 32133 members 
Mstep: Class 5 contains 88584 members 
Mstep: Class 6 contains 9091 members 
Mstep: Class 7 contains 276169 members 
Mstep: Class 8 contains 6043 members 
Mstep: Class 9 contains 50007 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 21687 members 
Mstep: Class 12 contains 22589 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 15 contains 34606 members 
Mstep: Class 16 contains 19181 members 
Mstep: Class 17 contains 71819 members 
Mstep: Class 18 contains 54581 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 73403 members 
Mstep: Class 21 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76124880.000000 Penalty: 44541.554688
Iteration 18Q: 21 clusters Score -7.612488e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 76496 members 
Mstep: Class 3 contains 27976 members 
Mstep: Class 4 contains 31688 members 
Mstep: Class 5 contains 88843 members 
Mstep: Class 6 contains 9494 members 
Mstep: Class 7 contains 272414 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 48130 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 21557 members 
Mstep: Class 12 contains 24897 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 15 contains 34498 members 
Mstep: Class 16 contains 18539 members 
Mstep: Class 17 contains 73741 members 
Mstep: Class 18 contains 54947 members 
Mstep: Class 19 contains 7864 members 
Mstep: Class 20 contains 73937 members 
Mstep: Class 21 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76128928.000000 Penalty: 44541.554688
Iteration 19Q: 21 clusters Score -7.612893e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 77237 members 
Mstep: Class 3 contains 27962 members 
Mstep: Class 4 contains 31272 members 
Mstep: Class 5 contains 89057 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 268951 members 
Mstep: Class 8 contains 6271 members 
Mstep: Class 9 contains 46343 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 21371 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 15 contains 34399 members 
Mstep: Class 16 contains 17921 members 
Mstep: Class 17 contains 75539 members 
Mstep: Class 18 contains 55292 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 74230 members 
Mstep: Class 21 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76133888.000000 Penalty: 44541.554688
Iteration 20F: 21 clusters Score -7.613389e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 77675 members 
Mstep: Class 3 contains 28001 members 
Mstep: Class 4 contains 30842 members 
Mstep: Class 5 contains 89197 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 265376 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 44566 members 
Mstep: Class 10 contains 7778 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 30271 members 
Mstep: Class 13 contains 8929 members 
Mstep: Class 15 contains 34320 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 77318 members 
Mstep: Class 18 contains 55557 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 74410 members 
Mstep: Class 21 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76138480.000000 Penalty: 44541.554688
Iteration 21Q: 21 clusters Score -7.613848e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 77962 members 
Mstep: Class 3 contains 27990 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 89350 members 
Mstep: Class 6 contains 10645 members 
Mstep: Class 7 contains 261862 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 42745 members 
Mstep: Class 10 contains 7886 members 
Mstep: Class 11 contains 20980 members 
Mstep: Class 12 contains 33339 members 
Mstep: Class 13 contains 9138 members 
Mstep: Class 15 contains 34280 members 
Mstep: Class 16 contains 16856 members 
Mstep: Class 17 contains 79134 members 
Mstep: Class 18 contains 55785 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 74579 members 
Mstep: Class 21 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76142992.000000 Penalty: 44541.554688
Iteration 22Q: 21 clusters Score -7.614299e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 78131 members 
Mstep: Class 3 contains 28039 members 
Mstep: Class 4 contains 29926 members 
Mstep: Class 5 contains 89417 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 258283 members 
Mstep: Class 8 contains 7516 members 
Mstep: Class 9 contains 41029 members 
Mstep: Class 10 contains 8036 members 
Mstep: Class 11 contains 20847 members 
Mstep: Class 12 contains 36654 members 
Mstep: Class 13 contains 9262 members 
Mstep: Class 15 contains 34228 members 
Mstep: Class 16 contains 16461 members 
Mstep: Class 17 contains 80910 members 
Mstep: Class 18 contains 55987 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 74671 members 
Mstep: Class 21 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76147752.000000 Penalty: 44541.554688
Iteration 23Q: 21 clusters Score -7.614775e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 78260 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 29524 members 
Mstep: Class 5 contains 89482 members 
Mstep: Class 6 contains 11137 members 
Mstep: Class 7 contains 254447 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 39429 members 
Mstep: Class 10 contains 8190 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 40455 members 
Mstep: Class 13 contains 9365 members 
Mstep: Class 15 contains 34166 members 
Mstep: Class 16 contains 16113 members 
Mstep: Class 17 contains 82706 members 
Mstep: Class 18 contains 56094 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 74520 members 
Mstep: Class 21 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76152912.000000 Penalty: 44541.554688
Iteration 24Q: 21 clusters Score -7.615291e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 78366 members 
Mstep: Class 3 contains 28131 members 
Mstep: Class 4 contains 29154 members 
Mstep: Class 5 contains 89484 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 250244 members 
Mstep: Class 8 contains 8329 members 
Mstep: Class 9 contains 38054 members 
Mstep: Class 10 contains 8347 members 
Mstep: Class 11 contains 20659 members 
Mstep: Class 12 contains 44779 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 15 contains 34098 members 
Mstep: Class 16 contains 15786 members 
Mstep: Class 17 contains 84350 members 
Mstep: Class 18 contains 56151 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 74230 members 
Mstep: Class 21 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76157552.000000 Penalty: 44541.554688
Iteration 25Q: 21 clusters Score -7.615755e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 78400 members 
Mstep: Class 3 contains 28151 members 
Mstep: Class 4 contains 28742 members 
Mstep: Class 5 contains 89425 members 
Mstep: Class 6 contains 11677 members 
Mstep: Class 7 contains 245633 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 36930 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 49815 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 85834 members 
Mstep: Class 18 contains 56074 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 73856 members 
Mstep: Class 21 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76163512.000000 Penalty: 44541.554688
Iteration 26Q: 21 clusters Score -7.616351e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 78420 members 
Mstep: Class 3 contains 28092 members 
Mstep: Class 4 contains 28309 members 
Mstep: Class 5 contains 89345 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 240468 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 36062 members 
Mstep: Class 10 contains 8665 members 
Mstep: Class 11 contains 20638 members 
Mstep: Class 12 contains 55476 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 15 contains 33976 members 
Mstep: Class 16 contains 15301 members 
Mstep: Class 17 contains 87098 members 
Mstep: Class 18 contains 55959 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 73517 members 
Mstep: Class 21 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76169528.000000 Penalty: 44541.554688
Iteration 27Q: 21 clusters Score -7.616953e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 78489 members 
Mstep: Class 3 contains 27806 members 
Mstep: Class 4 contains 27863 members 
Mstep: Class 5 contains 89252 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 234966 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 35392 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 20699 members 
Mstep: Class 12 contains 61821 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 15 contains 33916 members 
Mstep: Class 16 contains 15040 members 
Mstep: Class 17 contains 88178 members 
Mstep: Class 18 contains 55755 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 73121 members 
Mstep: Class 21 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76175560.000000 Penalty: 44541.554688
Iteration 28Q: 21 clusters Score -7.617556e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 78719 members 
Mstep: Class 3 contains 27250 members 
Mstep: Class 4 contains 27384 members 
Mstep: Class 5 contains 89150 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 229303 members 
Mstep: Class 8 contains 9786 members 
Mstep: Class 9 contains 34867 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 20848 members 
Mstep: Class 12 contains 68777 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 15 contains 33853 members 
Mstep: Class 16 contains 14766 members 
Mstep: Class 17 contains 88960 members 
Mstep: Class 18 contains 55491 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 72591 members 
Mstep: Class 21 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76182000.000000 Penalty: 44541.554688
Iteration 29Q: 21 clusters Score -7.6182e+07 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 79142 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 89047 members 
Mstep: Class 6 contains 13000 members 
Mstep: Class 7 contains 223887 members 
Mstep: Class 8 contains 10045 members 
Mstep: Class 9 contains 34494 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 21084 members 
Mstep: Class 12 contains 75954 members 
Mstep: Class 13 contains 9400 members 
Mstep: Class 15 contains 33782 members 
Mstep: Class 16 contains 14455 members 
Mstep: Class 17 contains 89449 members 
Mstep: Class 18 contains 55174 members 
Mstep: Class 19 contains 7526 members 
Mstep: Class 20 contains 71881 members 
Mstep: Class 21 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76187512.000000 Penalty: 44541.554688
Iteration 30Q: 21 clusters Score -7.618751e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 79895 members 
Mstep: Class 3 contains 25467 members 
Mstep: Class 4 contains 26502 members 
Mstep: Class 5 contains 88900 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 218741 members 
Mstep: Class 8 contains 10269 members 
Mstep: Class 9 contains 34241 members 
Mstep: Class 10 contains 9322 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 82920 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 15 contains 33699 members 
Mstep: Class 16 contains 14102 members 
Mstep: Class 17 contains 89708 members 
Mstep: Class 18 contains 54857 members 
Mstep: Class 19 contains 7506 members 
Mstep: Class 20 contains 70890 members 
Mstep: Class 21 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76192960.000000 Penalty: 44541.554688
Iteration 31Q: 21 clusters Score -7.619296e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 81115 members 
Mstep: Class 3 contains 24560 members 
Mstep: Class 4 contains 26177 members 
Mstep: Class 5 contains 88682 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 213898 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 34013 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 89428 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 15 contains 33610 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 89712 members 
Mstep: Class 18 contains 54540 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 69724 members 
Mstep: Class 21 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76198632.000000 Penalty: 44541.554688
Iteration 32Q: 21 clusters Score -7.619863e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 82657 members 
Mstep: Class 3 contains 23806 members 
Mstep: Class 4 contains 25916 members 
Mstep: Class 5 contains 88468 members 
Mstep: Class 6 contains 14088 members 
Mstep: Class 7 contains 209397 members 
Mstep: Class 8 contains 10616 members 
Mstep: Class 9 contains 33850 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 22314 members 
Mstep: Class 12 contains 95333 members 
Mstep: Class 13 contains 9287 members 
Mstep: Class 15 contains 33527 members 
Mstep: Class 16 contains 13315 members 
Mstep: Class 17 contains 89475 members 
Mstep: Class 18 contains 54196 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 68443 members 
Mstep: Class 21 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2206.788818 but Gain 2227.074219
Score: -76203512.000000 Penalty: 42314.480469
Iteration 33Q: 20 clusters Score -7.620351e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 84293 members 
Mstep: Class 3 contains 23230 members 
Mstep: Class 4 contains 25724 members 
Mstep: Class 5 contains 88189 members 
Mstep: Class 6 contains 14468 members 
Mstep: Class 7 contains 207306 members 
Mstep: Class 8 contains 10735 members 
Mstep: Class 9 contains 33694 members 
Mstep: Class 10 contains 9951 members 
Mstep: Class 11 contains 22766 members 
Mstep: Class 12 contains 100661 members 
Mstep: Class 13 contains 9268 members 
Mstep: Class 15 contains 33444 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 89159 members 
Mstep: Class 18 contains 53878 members 
Mstep: Class 19 contains 7412 members 
Mstep: Class 20 contains 67051 members 
Mstep: Class 21 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76209880.000000 Penalty: 42314.480469
Iteration 34Q: 20 clusters Score -7.620988e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 85863 members 
Mstep: Class 3 contains 22784 members 
Mstep: Class 4 contains 25591 members 
Mstep: Class 5 contains 87865 members 
Mstep: Class 6 contains 14891 members 
Mstep: Class 7 contains 203118 members 
Mstep: Class 8 contains 10929 members 
Mstep: Class 9 contains 33553 members 
Mstep: Class 10 contains 10161 members 
Mstep: Class 11 contains 23234 members 
Mstep: Class 12 contains 105509 members 
Mstep: Class 13 contains 9248 members 
Mstep: Class 15 contains 33375 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 88766 members 
Mstep: Class 18 contains 53568 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 65750 members 
Mstep: Class 21 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76213400.000000 Penalty: 42314.480469
Iteration 35Q: 20 clusters Score -7.62134e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 87338 members 
Mstep: Class 3 contains 22432 members 
Mstep: Class 4 contains 25521 members 
Mstep: Class 5 contains 87542 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 199475 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 33435 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 23643 members 
Mstep: Class 12 contains 109839 members 
Mstep: Class 13 contains 9236 members 
Mstep: Class 15 contains 33298 members 
Mstep: Class 16 contains 12097 members 
Mstep: Class 17 contains 88362 members 
Mstep: Class 18 contains 53235 members 
Mstep: Class 19 contains 7379 members 
Mstep: Class 20 contains 64490 members 
Mstep: Class 21 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76216768.000000 Penalty: 42314.480469
Iteration 36Q: 20 clusters Score -7.621677e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 88652 members 
Mstep: Class 3 contains 22111 members 
Mstep: Class 4 contains 25482 members 
Mstep: Class 5 contains 87207 members 
Mstep: Class 6 contains 15678 members 
Mstep: Class 7 contains 196421 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 33340 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 24000 members 
Mstep: Class 12 contains 113621 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 15 contains 33216 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 87962 members 
Mstep: Class 18 contains 52892 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 63367 members 
Mstep: Class 21 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76219256.000000 Penalty: 42314.480469
Iteration 37Q: 20 clusters Score -7.621926e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 89684 members 
Mstep: Class 3 contains 21888 members 
Mstep: Class 4 contains 25464 members 
Mstep: Class 5 contains 86874 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 193921 members 
Mstep: Class 8 contains 11300 members 
Mstep: Class 9 contains 33257 members 
Mstep: Class 10 contains 10799 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 116927 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 15 contains 33135 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 87634 members 
Mstep: Class 18 contains 52541 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 62253 members 
Mstep: Class 21 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76221744.000000 Penalty: 42314.480469
Iteration 38Q: 20 clusters Score -7.622174e+07 nChanged 6765
Entering ConstructFrom: 
Score: -76221744.000000 Penalty: 42314.480469
Entering ConstructFrom: 
Trying to split cluster 2 (90549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Entering Unmasked Estep 
Score: -8131990.500000 Penalty: 1854.717529
	Iteration 0F: 2 clusters Score -8131990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8071426.500000 Penalty: 3709.435059
	Iteration 0F: 3 clusters Score -8071426 nChanged 43333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8096568.000000 Penalty: 3709.435059
	Iteration 1F: 3 clusters Score -8096568 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8097206.500000 Penalty: 3709.435059
	Iteration 2Q: 3 clusters Score -8097206 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8097973.000000 Penalty: 3709.435059
	Iteration 3Q: 3 clusters Score -8097973 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -8098970.000000 Penalty: 3709.435059
	Iteration 4Q: 3 clusters Score -8098970 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8100603.000000 Penalty: 3709.435059
	Iteration 5Q: 3 clusters Score -8100603 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8102946.500000 Penalty: 3709.435059
	Iteration 6F: 3 clusters Score -8102946 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -8106318.500000 Penalty: 3709.435059
	Iteration 7F: 3 clusters Score -8106318 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -8110621.000000 Penalty: 3709.435059
	Iteration 8F: 3 clusters Score -8110621 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8114691.000000 Penalty: 3709.435059
	Iteration 9F: 3 clusters Score -8114691 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -8117480.500000 Penalty: 3709.435059
	Iteration 10F: 3 clusters Score -8117480 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -8118697.000000 Penalty: 3709.435059
	Iteration 11Q: 3 clusters Score -8118697 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -8119238.500000 Penalty: 3709.435059
	Iteration 12Q: 3 clusters Score -8119238 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -8119550.000000 Penalty: 3709.435059
	Iteration 13Q: 3 clusters Score -8119550 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8119696.000000 Penalty: 3709.435059
	Iteration 14Q: 3 clusters Score -8119696 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -8119837.500000 Penalty: 3709.435059
	Iteration 15Q: 3 clusters Score -8119838 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -8119986.000000 Penalty: 3709.435059
	Iteration 16Q: 3 clusters Score -8119986 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -8120082.500000 Penalty: 3709.435059
	Iteration 17Q: 3 clusters Score -8120082 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8120229.000000 Penalty: 3709.435059
	Iteration 18Q: 3 clusters Score -8120229 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -8120375.000000 Penalty: 3709.435059
	Iteration 19Q: 3 clusters Score -8120375 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8120562.000000 Penalty: 3709.435059
	Iteration 20F: 3 clusters Score -8120562 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -8120722.000000 Penalty: 3709.435059
	Iteration 21Q: 3 clusters Score -8120722 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -8120863.500000 Penalty: 3709.435059
	Iteration 22Q: 3 clusters Score -8120864 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -8121044.500000 Penalty: 3709.435059
	Iteration 23Q: 3 clusters Score -8121044 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8121177.000000 Penalty: 3709.435059
	Iteration 24Q: 3 clusters Score -8121177 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8121350.500000 Penalty: 3709.435059
	Iteration 25Q: 3 clusters Score -8121350 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -8121489.000000 Penalty: 3709.435059
	Iteration 26Q: 3 clusters Score -8121489 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -8121683.500000 Penalty: 3709.435059
	Iteration 27Q: 3 clusters Score -8121684 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8121840.000000 Penalty: 3709.435059
	Iteration 28Q: 3 clusters Score -8121840 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8122023.500000 Penalty: 3709.435059
	Iteration 29Q: 3 clusters Score -8122024 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8122233.000000 Penalty: 3709.435059
	Iteration 30Q: 3 clusters Score -8122233 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -8122437.500000 Penalty: 3709.435059
	Iteration 31Q: 3 clusters Score -8122438 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8122658.000000 Penalty: 3709.435059
	Iteration 32Q: 3 clusters Score -8122658 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8122836.000000 Penalty: 3709.435059
	Iteration 33Q: 3 clusters Score -8122836 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8123047.500000 Penalty: 3709.435059
	Iteration 34Q: 3 clusters Score -8123048 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -8123301.000000 Penalty: 3709.435059
	Iteration 35Q: 3 clusters Score -8123301 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8123575.000000 Penalty: 3709.435059
	Iteration 36Q: 3 clusters Score -8123575 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8123863.000000 Penalty: 3709.435059
	Iteration 37Q: 3 clusters Score -8123863 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -8124118.500000 Penalty: 3709.435059
	Iteration 38Q: 3 clusters Score -8124118 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -8124425.500000 Penalty: 3709.435059
	Iteration 39Q: 3 clusters Score -8124426 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -8124724.500000 Penalty: 3709.435059
	Iteration 40F: 3 clusters Score -8124724 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -8125005.500000 Penalty: 3709.435059
	Iteration 41Q: 3 clusters Score -8125006 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -8125371.500000 Penalty: 3709.435059
	Iteration 42Q: 3 clusters Score -8125372 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -8125714.000000 Penalty: 3709.435059
	Iteration 43Q: 3 clusters Score -8125714 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -8126094.500000 Penalty: 3709.435059
	Iteration 44Q: 3 clusters Score -8126094 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8126489.500000 Penalty: 3709.435059
	Iteration 45Q: 3 clusters Score -8126490 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -8126822.500000 Penalty: 3709.435059
	Iteration 46Q: 3 clusters Score -8126822 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8127202.500000 Penalty: 3709.435059
	Iteration 47Q: 3 clusters Score -8127202 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8127533.000000 Penalty: 3709.435059
	Iteration 48Q: 3 clusters Score -8127533 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -8127806.500000 Penalty: 3709.435059
	Iteration 49Q: 3 clusters Score -8127806 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8128132.500000 Penalty: 3709.435059
	Iteration 50Q: 3 clusters Score -8128132 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8128389.500000 Penalty: 3709.435059
	Iteration 51Q: 3 clusters Score -8128390 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8128691.500000 Penalty: 3709.435059
	Iteration 52Q: 3 clusters Score -8128692 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8128962.500000 Penalty: 3709.435059
	Iteration 53Q: 3 clusters Score -8128962 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8129225.000000 Penalty: 3709.435059
	Iteration 54Q: 3 clusters Score -8129225 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8129433.000000 Penalty: 3709.435059
	Iteration 55Q: 3 clusters Score -8129433 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8129605.500000 Penalty: 3709.435059
	Iteration 56Q: 3 clusters Score -8129606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8129743.500000 Penalty: 3709.435059
	Iteration 57Q: 3 clusters Score -8129744 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8129874.000000 Penalty: 3709.435059
	Iteration 58Q: 3 clusters Score -8129874 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8129986.000000 Penalty: 3709.435059
	Iteration 59Q: 3 clusters Score -8129986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8130035.000000 Penalty: 3709.435059
	Iteration 60F: 3 clusters Score -8130035 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8130120.500000 Penalty: 3709.435059
	Iteration 61Q: 3 clusters Score -8130120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8130182.000000 Penalty: 3709.435059
	Iteration 62Q: 3 clusters Score -8130182 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8130210.500000 Penalty: 3709.435059
	Iteration 63Q: 3 clusters Score -8130210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8130258.000000 Penalty: 3709.435059
	Iteration 64Q: 3 clusters Score -8130258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8130290.500000 Penalty: 3709.435059
	Iteration 65Q: 3 clusters Score -8130290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8130318.000000 Penalty: 3709.435059
	Iteration 66Q: 3 clusters Score -8130318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8130341.000000 Penalty: 3709.435059
	Iteration 67Q: 3 clusters Score -8130341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8130366.500000 Penalty: 3709.435059
	Iteration 68Q: 3 clusters Score -8130366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8130382.500000 Penalty: 3709.435059
	Iteration 69Q: 3 clusters Score -8130382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8130399.500000 Penalty: 3709.435059
	Iteration 70Q: 3 clusters Score -8130400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8130422.500000 Penalty: 3709.435059
	Iteration 71Q: 3 clusters Score -8130422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8130410.500000 Penalty: 3709.435059
	Iteration 72Q: 3 clusters Score -8130410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8130436.000000 Penalty: 3709.435059
	Iteration 73Q: 3 clusters Score -8130436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8130430.000000 Penalty: 3709.435059
	Iteration 74Q: 3 clusters Score -8130430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89783 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8130457.500000 Penalty: 3709.435059
	Iteration 75Q: 3 clusters Score -8130458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8130457.500000 Penalty: 3709.435059
	Iteration 76Q: 3 clusters Score -8130458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8130468.500000 Penalty: 3709.435059
	Iteration 77Q: 3 clusters Score -8130468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8130470.500000 Penalty: 3709.435059
	Iteration 78Q: 3 clusters Score -8130470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8130472.000000 Penalty: 3709.435059
	Iteration 79Q: 3 clusters Score -8130472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8130475.000000 Penalty: 3709.435059
	Iteration 80F: 3 clusters Score -8130475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8130475.000000 Penalty: 3709.435059
	Iteration 81Q: 3 clusters Score -8130475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8130473.500000 Penalty: 3709.435059
	Iteration 82Q: 3 clusters Score -8130474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8130464.000000 Penalty: 3709.435059
	Iteration 83Q: 3 clusters Score -8130464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8130474.500000 Penalty: 3709.435059
	Iteration 84Q: 3 clusters Score -8130474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8130489.000000 Penalty: 3709.435059
	Iteration 85Q: 3 clusters Score -8130489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8130496.000000 Penalty: 3709.435059
	Iteration 86Q: 3 clusters Score -8130496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8130508.000000 Penalty: 3709.435059
	Iteration 87Q: 3 clusters Score -8130508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8130513.000000 Penalty: 3709.435059
	Iteration 88Q: 3 clusters Score -8130513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8130505.000000 Penalty: 3709.435059
	Iteration 89Q: 3 clusters Score -8130505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8130506.500000 Penalty: 3709.435059
	Iteration 90Q: 3 clusters Score -8130506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8130506.500000 Penalty: 3709.435059
	Iteration 91F: 3 clusters Score -8130506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Entering Unmasked Estep 
Score: -1895550.750000 Penalty: 1623.201294
	Iteration 0F: 2 clusters Score -1895551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1880733.375000 Penalty: 3246.402588
	Iteration 0F: 3 clusters Score -1880733 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1886266.250000 Penalty: 3246.402588
	Iteration 1F: 3 clusters Score -1886266 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1886834.875000 Penalty: 3246.402588
	Iteration 2F: 3 clusters Score -1886835 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1888178.500000 Penalty: 3246.402588
	Iteration 3F: 3 clusters Score -1888178 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1890792.250000 Penalty: 3246.402588
	Iteration 4F: 3 clusters Score -1890792 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1893992.375000 Penalty: 3246.402588
	Iteration 5F: 3 clusters Score -1893992 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1896105.000000 Penalty: 3246.402588
	Iteration 6F: 3 clusters Score -1896105 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1896951.875000 Penalty: 3246.402588
	Iteration 7F: 3 clusters Score -1896952 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1897237.625000 Penalty: 3246.402588
	Iteration 8Q: 3 clusters Score -1897238 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1897389.750000 Penalty: 3246.402588
	Iteration 9Q: 3 clusters Score -1897390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1897507.000000 Penalty: 3246.402588
	Iteration 10Q: 3 clusters Score -1897507 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1897596.125000 Penalty: 3246.402588
	Iteration 11Q: 3 clusters Score -1897596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1897688.125000 Penalty: 3246.402588
	Iteration 12Q: 3 clusters Score -1897688 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1897751.500000 Penalty: 3246.402588
	Iteration 13Q: 3 clusters Score -1897752 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1897793.125000 Penalty: 3246.402588
	Iteration 14Q: 3 clusters Score -1897793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1897830.125000 Penalty: 3246.402588
	Iteration 15Q: 3 clusters Score -1897830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1897851.625000 Penalty: 3246.402588
	Iteration 16Q: 3 clusters Score -1897852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1897867.500000 Penalty: 3246.402588
	Iteration 17Q: 3 clusters Score -1897868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1897877.875000 Penalty: 3246.402588
	Iteration 18Q: 3 clusters Score -1897878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1897885.375000 Penalty: 3246.402588
	Iteration 19Q: 3 clusters Score -1897885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1897887.250000 Penalty: 3246.402588
	Iteration 20F: 3 clusters Score -1897887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1897892.000000 Penalty: 3246.402588
	Iteration 21Q: 3 clusters Score -1897892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1897897.000000 Penalty: 3246.402588
	Iteration 22Q: 3 clusters Score -1897897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -1897894.875000 Penalty: 3246.402588
	Iteration 23Q: 3 clusters Score -1897895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1897895.125000 Penalty: 3246.402588
	Iteration 24Q: 3 clusters Score -1897895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1897899.375000 Penalty: 3246.402588
	Iteration 25Q: 3 clusters Score -1897899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1897897.625000 Penalty: 3246.402588
	Iteration 26Q: 3 clusters Score -1897898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1897898.000000 Penalty: 3246.402588
	Iteration 27Q: 3 clusters Score -1897898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1897899.250000 Penalty: 3246.402588
	Iteration 28Q: 3 clusters Score -1897899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1897899.250000 Penalty: 3246.402588
	Iteration 29F: 3 clusters Score -1897899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 25461 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 1466 members 
Entering Unmasked Estep 
Score: -76223840.000000 Penalty: 44541.554688
Splitting cluster 3 changes total score from -76221744.000000 to -76223840.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (25461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Entering Unmasked Estep 
Score: -2176874.000000 Penalty: 1648.546753
	Iteration 0F: 2 clusters Score -2176874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2159704.000000 Penalty: 3297.093506
	Iteration 0F: 3 clusters Score -2159704 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2166134.250000 Penalty: 3297.093506
	Iteration 1F: 3 clusters Score -2166134 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2166723.500000 Penalty: 3297.093506
	Iteration 2F: 3 clusters Score -2166724 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2167449.750000 Penalty: 3297.093506
	Iteration 3F: 3 clusters Score -2167450 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2168366.000000 Penalty: 3297.093506
	Iteration 4F: 3 clusters Score -2168366 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2169342.500000 Penalty: 3297.093506
	Iteration 5F: 3 clusters Score -2169342 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2170318.500000 Penalty: 3297.093506
	Iteration 6F: 3 clusters Score -2170318 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2171187.250000 Penalty: 3297.093506
	Iteration 7F: 3 clusters Score -2171187 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2171988.250000 Penalty: 3297.093506
	Iteration 8F: 3 clusters Score -2171988 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2172734.000000 Penalty: 3297.093506
	Iteration 9Q: 3 clusters Score -2172734 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2173377.500000 Penalty: 3297.093506
	Iteration 10Q: 3 clusters Score -2173378 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2173963.250000 Penalty: 3297.093506
	Iteration 11Q: 3 clusters Score -2173963 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2174325.750000 Penalty: 3297.093506
	Iteration 12Q: 3 clusters Score -2174326 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2174655.500000 Penalty: 3297.093506
	Iteration 13Q: 3 clusters Score -2174656 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2175047.500000 Penalty: 3297.093506
	Iteration 14Q: 3 clusters Score -2175048 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2175638.250000 Penalty: 3297.093506
	Iteration 15Q: 3 clusters Score -2175638 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2176495.500000 Penalty: 3297.093506
	Iteration 16Q: 3 clusters Score -2176496 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2177391.250000 Penalty: 3297.093506
	Iteration 17Q: 3 clusters Score -2177391 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2178278.500000 Penalty: 3297.093506
	Iteration 18Q: 3 clusters Score -2178278 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2178963.750000 Penalty: 3297.093506
	Iteration 19Q: 3 clusters Score -2178964 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2179394.250000 Penalty: 3297.093506
	Iteration 20F: 3 clusters Score -2179394 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2179618.500000 Penalty: 3297.093506
	Iteration 21Q: 3 clusters Score -2179618 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2179752.250000 Penalty: 3297.093506
	Iteration 22Q: 3 clusters Score -2179752 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2179819.250000 Penalty: 3297.093506
	Iteration 23Q: 3 clusters Score -2179819 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2179869.250000 Penalty: 3297.093506
	Iteration 24Q: 3 clusters Score -2179869 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2179898.500000 Penalty: 3297.093506
	Iteration 25Q: 3 clusters Score -2179898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2179913.250000 Penalty: 3297.093506
	Iteration 26Q: 3 clusters Score -2179913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2179932.250000 Penalty: 3297.093506
	Iteration 27Q: 3 clusters Score -2179932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2179936.250000 Penalty: 3297.093506
	Iteration 28Q: 3 clusters Score -2179936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2179934.500000 Penalty: 3297.093506
	Iteration 29Q: 3 clusters Score -2179934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2179939.250000 Penalty: 3297.093506
	Iteration 30Q: 3 clusters Score -2179939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2179938.500000 Penalty: 3297.093506
	Iteration 31Q: 3 clusters Score -2179938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2179938.500000 Penalty: 3297.093506
	Iteration 32Q: 3 clusters Score -2179938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2179939.250000 Penalty: 3297.093506
	Iteration 33Q: 3 clusters Score -2179939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2179944.000000 Penalty: 3297.093506
	Iteration 34Q: 3 clusters Score -2179944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2179947.750000 Penalty: 3297.093506
	Iteration 35Q: 3 clusters Score -2179948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2179943.750000 Penalty: 3297.093506
	Iteration 36Q: 3 clusters Score -2179944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2179945.000000 Penalty: 3297.093506
	Iteration 37Q: 3 clusters Score -2179945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2179948.500000 Penalty: 3297.093506
	Iteration 38Q: 3 clusters Score -2179948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2179953.750000 Penalty: 3297.093506
	Iteration 39Q: 3 clusters Score -2179954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2179949.500000 Penalty: 3297.093506
	Iteration 40F: 3 clusters Score -2179950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2179952.500000 Penalty: 3297.093506
	Iteration 41Q: 3 clusters Score -2179952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2179948.750000 Penalty: 3297.093506
	Iteration 42Q: 3 clusters Score -2179949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2179950.750000 Penalty: 3297.093506
	Iteration 43Q: 3 clusters Score -2179951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2179953.000000 Penalty: 3297.093506
	Iteration 44Q: 3 clusters Score -2179953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2179953.750000 Penalty: 3297.093506
	Iteration 45Q: 3 clusters Score -2179954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2179953.750000 Penalty: 3297.093506
	Iteration 46F: 3 clusters Score -2179954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 1466 members 
Entering Unmasked Estep 
Score: -76226600.000000 Penalty: 46768.632812
Splitting cluster 4 changes total score from -76221744.000000 to -76226600.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (86566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Entering Unmasked Estep 
Score: -7567275.000000 Penalty: 1847.407715
	Iteration 0F: 2 clusters Score -7567275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -7509241.500000 Penalty: 3694.815430
	Iteration 0F: 3 clusters Score -7509242 nChanged 41404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -7533134.000000 Penalty: 3694.815430
	Iteration 1F: 3 clusters Score -7533134 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7533698.500000 Penalty: 3694.815430
	Iteration 2Q: 3 clusters Score -7533698 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -7534336.500000 Penalty: 3694.815430
	Iteration 3Q: 3 clusters Score -7534336 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -7535047.500000 Penalty: 3694.815430
	Iteration 4Q: 3 clusters Score -7535048 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -7535962.000000 Penalty: 3694.815430
	Iteration 5Q: 3 clusters Score -7535962 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -7537020.500000 Penalty: 3694.815430
	Iteration 6Q: 3 clusters Score -7537020 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -7538106.500000 Penalty: 3694.815430
	Iteration 7Q: 3 clusters Score -7538106 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -7539524.500000 Penalty: 3694.815430
	Iteration 8Q: 3 clusters Score -7539524 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -7541334.000000 Penalty: 3694.815430
	Iteration 9Q: 3 clusters Score -7541334 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -7543530.500000 Penalty: 3694.815430
	Iteration 10Q: 3 clusters Score -7543530 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -7546190.500000 Penalty: 3694.815430
	Iteration 11F: 3 clusters Score -7546190 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -7549058.500000 Penalty: 3694.815430
	Iteration 12F: 3 clusters Score -7549058 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -7551741.000000 Penalty: 3694.815430
	Iteration 13Q: 3 clusters Score -7551741 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -7553653.500000 Penalty: 3694.815430
	Iteration 14Q: 3 clusters Score -7553654 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7555088.500000 Penalty: 3694.815430
	Iteration 15Q: 3 clusters Score -7555088 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -7556176.500000 Penalty: 3694.815430
	Iteration 16Q: 3 clusters Score -7556176 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -7557138.000000 Penalty: 3694.815430
	Iteration 17Q: 3 clusters Score -7557138 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -7557947.500000 Penalty: 3694.815430
	Iteration 18Q: 3 clusters Score -7557948 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -7558699.000000 Penalty: 3694.815430
	Iteration 19Q: 3 clusters Score -7558699 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -7559407.000000 Penalty: 3694.815430
	Iteration 20F: 3 clusters Score -7559407 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -7559929.500000 Penalty: 3694.815430
	Iteration 21Q: 3 clusters Score -7559930 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -7560410.500000 Penalty: 3694.815430
	Iteration 22Q: 3 clusters Score -7560410 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -7560939.000000 Penalty: 3694.815430
	Iteration 23Q: 3 clusters Score -7560939 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -7561462.500000 Penalty: 3694.815430
	Iteration 24Q: 3 clusters Score -7561462 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -7562001.000000 Penalty: 3694.815430
	Iteration 25Q: 3 clusters Score -7562001 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -7562550.500000 Penalty: 3694.815430
	Iteration 26Q: 3 clusters Score -7562550 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -7563037.000000 Penalty: 3694.815430
	Iteration 27Q: 3 clusters Score -7563037 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -7563459.500000 Penalty: 3694.815430
	Iteration 28Q: 3 clusters Score -7563460 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -7563897.000000 Penalty: 3694.815430
	Iteration 29Q: 3 clusters Score -7563897 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -7564335.500000 Penalty: 3694.815430
	Iteration 30Q: 3 clusters Score -7564336 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -7564662.000000 Penalty: 3694.815430
	Iteration 31Q: 3 clusters Score -7564662 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -7564949.000000 Penalty: 3694.815430
	Iteration 32Q: 3 clusters Score -7564949 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -7565165.500000 Penalty: 3694.815430
	Iteration 33Q: 3 clusters Score -7565166 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -7565322.000000 Penalty: 3694.815430
	Iteration 34Q: 3 clusters Score -7565322 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -7565466.500000 Penalty: 3694.815430
	Iteration 35Q: 3 clusters Score -7565466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -7565576.000000 Penalty: 3694.815430
	Iteration 36Q: 3 clusters Score -7565576 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -7565646.000000 Penalty: 3694.815430
	Iteration 37Q: 3 clusters Score -7565646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -7565713.000000 Penalty: 3694.815430
	Iteration 38Q: 3 clusters Score -7565713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -7565729.500000 Penalty: 3694.815430
	Iteration 39Q: 3 clusters Score -7565730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -7565775.000000 Penalty: 3694.815430
	Iteration 40F: 3 clusters Score -7565775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -7565804.000000 Penalty: 3694.815430
	Iteration 41Q: 3 clusters Score -7565804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -7565813.500000 Penalty: 3694.815430
	Iteration 42Q: 3 clusters Score -7565814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -7565841.000000 Penalty: 3694.815430
	Iteration 43Q: 3 clusters Score -7565841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -7565853.000000 Penalty: 3694.815430
	Iteration 44Q: 3 clusters Score -7565853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -7565863.000000 Penalty: 3694.815430
	Iteration 45Q: 3 clusters Score -7565863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -7565847.500000 Penalty: 3694.815430
	Iteration 46Q: 3 clusters Score -7565848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -7565877.500000 Penalty: 3694.815430
	Iteration 47Q: 3 clusters Score -7565878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -7565883.000000 Penalty: 3694.815430
	Iteration 48Q: 3 clusters Score -7565883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -7565889.500000 Penalty: 3694.815430
	Iteration 49Q: 3 clusters Score -7565890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -7565891.500000 Penalty: 3694.815430
	Iteration 50Q: 3 clusters Score -7565892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -7565900.500000 Penalty: 3694.815430
	Iteration 51Q: 3 clusters Score -7565900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -7565911.500000 Penalty: 3694.815430
	Iteration 52Q: 3 clusters Score -7565912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -7565916.000000 Penalty: 3694.815430
	Iteration 53Q: 3 clusters Score -7565916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -7565918.500000 Penalty: 3694.815430
	Iteration 54Q: 3 clusters Score -7565918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -7565928.500000 Penalty: 3694.815430
	Iteration 55Q: 3 clusters Score -7565928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -7565928.500000 Penalty: 3694.815430
	Iteration 56Q: 3 clusters Score -7565928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -7565941.000000 Penalty: 3694.815430
	Iteration 57Q: 3 clusters Score -7565941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -7565944.500000 Penalty: 3694.815430
	Iteration 58Q: 3 clusters Score -7565944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -7565947.000000 Penalty: 3694.815430
	Iteration 59Q: 3 clusters Score -7565947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -7565951.000000 Penalty: 3694.815430
	Iteration 60F: 3 clusters Score -7565951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -7565957.500000 Penalty: 3694.815430
	Iteration 61Q: 3 clusters Score -7565958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -7565967.000000 Penalty: 3694.815430
	Iteration 62Q: 3 clusters Score -7565967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -7565970.500000 Penalty: 3694.815430
	Iteration 63Q: 3 clusters Score -7565970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -7565968.000000 Penalty: 3694.815430
	Iteration 64Q: 3 clusters Score -7565968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -7565964.500000 Penalty: 3694.815430
	Iteration 65Q: 3 clusters Score -7565964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -7565958.000000 Penalty: 3694.815430
	Iteration 66Q: 3 clusters Score -7565958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -7565961.500000 Penalty: 3694.815430
	Iteration 67Q: 3 clusters Score -7565962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -7565957.500000 Penalty: 3694.815430
	Iteration 68Q: 3 clusters Score -7565958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -7565967.500000 Penalty: 3694.815430
	Iteration 69Q: 3 clusters Score -7565968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -7565957.500000 Penalty: 3694.815430
	Iteration 70Q: 3 clusters Score -7565958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -7565958.000000 Penalty: 3694.815430
	Iteration 71Q: 3 clusters Score -7565958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -7565964.000000 Penalty: 3694.815430
	Iteration 72Q: 3 clusters Score -7565964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -7565962.000000 Penalty: 3694.815430
	Iteration 73Q: 3 clusters Score -7565962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -7565967.500000 Penalty: 3694.815430
	Iteration 74Q: 3 clusters Score -7565968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -7565969.000000 Penalty: 3694.815430
	Iteration 75Q: 3 clusters Score -7565969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -7565972.000000 Penalty: 3694.815430
	Iteration 76Q: 3 clusters Score -7565972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -7565971.000000 Penalty: 3694.815430
	Iteration 77Q: 3 clusters Score -7565971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -7565973.000000 Penalty: 3694.815430
	Iteration 78Q: 3 clusters Score -7565973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -7565971.500000 Penalty: 3694.815430
	Iteration 79Q: 3 clusters Score -7565972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -7565980.500000 Penalty: 3694.815430
	Iteration 80F: 3 clusters Score -7565980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -7565973.500000 Penalty: 3694.815430
	Iteration 81Q: 3 clusters Score -7565974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -7565978.500000 Penalty: 3694.815430
	Iteration 82Q: 3 clusters Score -7565978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -7565981.000000 Penalty: 3694.815430
	Iteration 83Q: 3 clusters Score -7565981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -7565972.500000 Penalty: 3694.815430
	Iteration 84Q: 3 clusters Score -7565972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -7565975.000000 Penalty: 3694.815430
	Iteration 85Q: 3 clusters Score -7565975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -7565972.500000 Penalty: 3694.815430
	Iteration 86Q: 3 clusters Score -7565972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -7565973.500000 Penalty: 3694.815430
	Iteration 87Q: 3 clusters Score -7565974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -7565973.500000 Penalty: 3694.815430
	Iteration 88F: 3 clusters Score -7565974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1304929.000000 Penalty: 1577.622437
	Iteration 0F: 2 clusters Score -1304929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1293610.375000 Penalty: 3155.244873
	Iteration 0F: 3 clusters Score -1293610 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1297985.500000 Penalty: 3155.244873
	Iteration 1F: 3 clusters Score -1297986 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1298808.125000 Penalty: 3155.244873
	Iteration 2F: 3 clusters Score -1298808 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1299541.625000 Penalty: 3155.244873
	Iteration 3F: 3 clusters Score -1299542 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1300158.250000 Penalty: 3155.244873
	Iteration 4F: 3 clusters Score -1300158 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1300666.750000 Penalty: 3155.244873
	Iteration 5F: 3 clusters Score -1300667 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1301108.125000 Penalty: 3155.244873
	Iteration 6Q: 3 clusters Score -1301108 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1301477.000000 Penalty: 3155.244873
	Iteration 7Q: 3 clusters Score -1301477 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1301776.500000 Penalty: 3155.244873
	Iteration 8Q: 3 clusters Score -1301776 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1302003.750000 Penalty: 3155.244873
	Iteration 9Q: 3 clusters Score -1302004 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1302177.375000 Penalty: 3155.244873
	Iteration 10Q: 3 clusters Score -1302177 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1302318.125000 Penalty: 3155.244873
	Iteration 11Q: 3 clusters Score -1302318 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1302441.500000 Penalty: 3155.244873
	Iteration 12Q: 3 clusters Score -1302442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1302555.250000 Penalty: 3155.244873
	Iteration 13Q: 3 clusters Score -1302555 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1302655.000000 Penalty: 3155.244873
	Iteration 14Q: 3 clusters Score -1302655 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1302719.625000 Penalty: 3155.244873
	Iteration 15Q: 3 clusters Score -1302720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1302786.750000 Penalty: 3155.244873
	Iteration 16Q: 3 clusters Score -1302787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1302855.875000 Penalty: 3155.244873
	Iteration 17Q: 3 clusters Score -1302856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1302929.125000 Penalty: 3155.244873
	Iteration 18Q: 3 clusters Score -1302929 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1303010.750000 Penalty: 3155.244873
	Iteration 19Q: 3 clusters Score -1303011 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1303087.750000 Penalty: 3155.244873
	Iteration 20F: 3 clusters Score -1303088 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1303168.625000 Penalty: 3155.244873
	Iteration 21Q: 3 clusters Score -1303169 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1303243.625000 Penalty: 3155.244873
	Iteration 22Q: 3 clusters Score -1303244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1303308.250000 Penalty: 3155.244873
	Iteration 23Q: 3 clusters Score -1303308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1303367.500000 Penalty: 3155.244873
	Iteration 24Q: 3 clusters Score -1303368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1303418.750000 Penalty: 3155.244873
	Iteration 25Q: 3 clusters Score -1303419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1303460.375000 Penalty: 3155.244873
	Iteration 26Q: 3 clusters Score -1303460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1303497.250000 Penalty: 3155.244873
	Iteration 27Q: 3 clusters Score -1303497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1303530.875000 Penalty: 3155.244873
	Iteration 28Q: 3 clusters Score -1303531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1303561.375000 Penalty: 3155.244873
	Iteration 29Q: 3 clusters Score -1303561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1303590.625000 Penalty: 3155.244873
	Iteration 30Q: 3 clusters Score -1303591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1303611.750000 Penalty: 3155.244873
	Iteration 31Q: 3 clusters Score -1303612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1303631.250000 Penalty: 3155.244873
	Iteration 32Q: 3 clusters Score -1303631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1303644.375000 Penalty: 3155.244873
	Iteration 33Q: 3 clusters Score -1303644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1303659.375000 Penalty: 3155.244873
	Iteration 34Q: 3 clusters Score -1303659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1303672.125000 Penalty: 3155.244873
	Iteration 35Q: 3 clusters Score -1303672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1303679.750000 Penalty: 3155.244873
	Iteration 36Q: 3 clusters Score -1303680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1303690.500000 Penalty: 3155.244873
	Iteration 37Q: 3 clusters Score -1303690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1303702.125000 Penalty: 3155.244873
	Iteration 38Q: 3 clusters Score -1303702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1303704.875000 Penalty: 3155.244873
	Iteration 39Q: 3 clusters Score -1303705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1303707.375000 Penalty: 3155.244873
	Iteration 40F: 3 clusters Score -1303707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1303708.375000 Penalty: 3155.244873
	Iteration 41Q: 3 clusters Score -1303708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1303713.000000 Penalty: 3155.244873
	Iteration 42Q: 3 clusters Score -1303713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1303717.250000 Penalty: 3155.244873
	Iteration 43Q: 3 clusters Score -1303717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1303718.375000 Penalty: 3155.244873
	Iteration 44Q: 3 clusters Score -1303718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1303724.125000 Penalty: 3155.244873
	Iteration 45Q: 3 clusters Score -1303724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1303727.500000 Penalty: 3155.244873
	Iteration 46Q: 3 clusters Score -1303728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1303725.750000 Penalty: 3155.244873
	Iteration 47Q: 3 clusters Score -1303726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1303727.250000 Penalty: 3155.244873
	Iteration 48Q: 3 clusters Score -1303727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1303727.375000 Penalty: 3155.244873
	Iteration 49Q: 3 clusters Score -1303727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1303727.375000 Penalty: 3155.244873
	Iteration 50F: 3 clusters Score -1303727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (191928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191928 members 
Entering Unmasked Estep 
Score: -17391576.000000 Penalty: 1976.792358
	Iteration 0F: 2 clusters Score -1.739158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -17262690.000000 Penalty: 3953.584717
	Iteration 0F: 3 clusters Score -1.726269e+07 nChanged 93027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -17320582.000000 Penalty: 3953.584717
	Iteration 1F: 3 clusters Score -1.732058e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -17325734.000000 Penalty: 3953.584717
	Iteration 2Q: 3 clusters Score -1.732573e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -17332624.000000 Penalty: 3953.584717
	Iteration 3F: 3 clusters Score -1.733262e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 105601 members 
Entering Unmasked Estep 
Score: -17340288.000000 Penalty: 3953.584717
	Iteration 4F: 3 clusters Score -1.734029e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -17346998.000000 Penalty: 3953.584717
	Iteration 5F: 3 clusters Score -1.7347e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -17351636.000000 Penalty: 3953.584717
	Iteration 6F: 3 clusters Score -1.735164e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -17354710.000000 Penalty: 3953.584717
	Iteration 7Q: 3 clusters Score -1.735471e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -17356800.000000 Penalty: 3953.584717
	Iteration 8Q: 3 clusters Score -1.73568e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -17358250.000000 Penalty: 3953.584717
	Iteration 9Q: 3 clusters Score -1.735825e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -17359490.000000 Penalty: 3953.584717
	Iteration 10Q: 3 clusters Score -1.735949e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -17360646.000000 Penalty: 3953.584717
	Iteration 11Q: 3 clusters Score -1.736065e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 126380 members 
Entering Unmasked Estep 
Score: -17361954.000000 Penalty: 3953.584717
	Iteration 12Q: 3 clusters Score -1.736195e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -17363486.000000 Penalty: 3953.584717
	Iteration 13Q: 3 clusters Score -1.736349e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -17365418.000000 Penalty: 3953.584717
	Iteration 14Q: 3 clusters Score -1.736542e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -17367996.000000 Penalty: 3953.584717
	Iteration 15Q: 3 clusters Score -1.7368e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -17370888.000000 Penalty: 3953.584717
	Iteration 16Q: 3 clusters Score -1.737089e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -17373872.000000 Penalty: 3953.584717
	Iteration 17Q: 3 clusters Score -1.737387e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -17376988.000000 Penalty: 3953.584717
	Iteration 18Q: 3 clusters Score -1.737699e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -17379954.000000 Penalty: 3953.584717
	Iteration 19Q: 3 clusters Score -1.737995e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 176646 members 
Entering Unmasked Estep 
Score: -17382586.000000 Penalty: 3953.584717
	Iteration 20F: 3 clusters Score -1.738259e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -17384850.000000 Penalty: 3953.584717
	Iteration 21Q: 3 clusters Score -1.738485e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 184292 members 
Entering Unmasked Estep 
Score: -17386484.000000 Penalty: 3953.584717
	Iteration 22Q: 3 clusters Score -1.738648e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 186682 members 
Entering Unmasked Estep 
Score: -17387638.000000 Penalty: 3953.584717
	Iteration 23Q: 3 clusters Score -1.738764e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 188212 members 
Entering Unmasked Estep 
Score: -17388354.000000 Penalty: 3953.584717
	Iteration 24Q: 3 clusters Score -1.738835e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 189191 members 
Entering Unmasked Estep 
Score: -17388772.000000 Penalty: 3953.584717
	Iteration 25Q: 3 clusters Score -1.738877e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 189825 members 
Entering Unmasked Estep 
Score: -17389070.000000 Penalty: 3953.584717
	Iteration 26Q: 3 clusters Score -1.738907e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 190224 members 
Entering Unmasked Estep 
Score: -17389274.000000 Penalty: 3953.584717
	Iteration 27Q: 3 clusters Score -1.738927e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 190501 members 
Entering Unmasked Estep 
Score: -17389410.000000 Penalty: 3953.584717
	Iteration 28Q: 3 clusters Score -1.738941e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 190706 members 
Entering Unmasked Estep 
Score: -17389536.000000 Penalty: 3953.584717
	Iteration 29Q: 3 clusters Score -1.738954e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 190859 members 
Entering Unmasked Estep 
Score: -17389612.000000 Penalty: 3953.584717
	Iteration 30Q: 3 clusters Score -1.738961e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 190954 members 
Entering Unmasked Estep 
Score: -17389694.000000 Penalty: 3953.584717
	Iteration 31Q: 3 clusters Score -1.738969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 191013 members 
Entering Unmasked Estep 
Score: -17389730.000000 Penalty: 3953.584717
	Iteration 32Q: 3 clusters Score -1.738973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 191052 members 
Entering Unmasked Estep 
Score: -17389752.000000 Penalty: 3953.584717
	Iteration 33Q: 3 clusters Score -1.738975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 191081 members 
Entering Unmasked Estep 
Score: -17389772.000000 Penalty: 3953.584717
	Iteration 34Q: 3 clusters Score -1.738977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 191106 members 
Entering Unmasked Estep 
Score: -17389802.000000 Penalty: 3953.584717
	Iteration 35Q: 3 clusters Score -1.73898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -17389808.000000 Penalty: 3953.584717
	Iteration 36Q: 3 clusters Score -1.738981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 191151 members 
Entering Unmasked Estep 
Score: -17389828.000000 Penalty: 3953.584717
	Iteration 37Q: 3 clusters Score -1.738983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -17389828.000000 Penalty: 3953.584717
	Iteration 38Q: 3 clusters Score -1.738983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 191178 members 
Entering Unmasked Estep 
Score: -17389848.000000 Penalty: 3953.584717
	Iteration 39Q: 3 clusters Score -1.738985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 191185 members 
Entering Unmasked Estep 
Score: -17389850.000000 Penalty: 3953.584717
	Iteration 40F: 3 clusters Score -1.738985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 191189 members 
Entering Unmasked Estep 
Score: -17389854.000000 Penalty: 3953.584717
	Iteration 41Q: 3 clusters Score -1.738985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 191199 members 
Entering Unmasked Estep 
Score: -17389862.000000 Penalty: 3953.584717
	Iteration 42Q: 3 clusters Score -1.738986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 191211 members 
Entering Unmasked Estep 
Score: -17389856.000000 Penalty: 3953.584717
	Iteration 43Q: 3 clusters Score -1.738986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 191223 members 
Entering Unmasked Estep 
Score: -17389866.000000 Penalty: 3953.584717
	Iteration 44Q: 3 clusters Score -1.738987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 191227 members 
Entering Unmasked Estep 
Score: -17389866.000000 Penalty: 3953.584717
	Iteration 45Q: 3 clusters Score -1.738987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 191228 members 
Entering Unmasked Estep 
Score: -17389864.000000 Penalty: 3953.584717
	Iteration 46Q: 3 clusters Score -1.738986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 191234 members 
Entering Unmasked Estep 
Score: -17389864.000000 Penalty: 3953.584717
	Iteration 47Q: 3 clusters Score -1.738986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 191235 members 
Entering Unmasked Estep 
Score: -17389876.000000 Penalty: 3953.584717
	Iteration 48Q: 3 clusters Score -1.738988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 191242 members 
Entering Unmasked Estep 
Score: -17389874.000000 Penalty: 3953.584717
	Iteration 49Q: 3 clusters Score -1.738987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
Score: -17389866.000000 Penalty: 3953.584717
	Iteration 50Q: 3 clusters Score -1.738987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 191253 members 
Entering Unmasked Estep 
Score: -17389876.000000 Penalty: 3953.584717
	Iteration 51Q: 3 clusters Score -1.738988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 191260 members 
Entering Unmasked Estep 
Score: -17389888.000000 Penalty: 3953.584717
	Iteration 52Q: 3 clusters Score -1.738989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 191268 members 
Entering Unmasked Estep 
Score: -17389894.000000 Penalty: 3953.584717
	Iteration 53Q: 3 clusters Score -1.738989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 191274 members 
Entering Unmasked Estep 
Score: -17389892.000000 Penalty: 3953.584717
	Iteration 54Q: 3 clusters Score -1.738989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -17389912.000000 Penalty: 3953.584717
	Iteration 55Q: 3 clusters Score -1.738991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 191286 members 
Entering Unmasked Estep 
Score: -17389914.000000 Penalty: 3953.584717
	Iteration 56Q: 3 clusters Score -1.738991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 191289 members 
Entering Unmasked Estep 
Score: -17389910.000000 Penalty: 3953.584717
	Iteration 57Q: 3 clusters Score -1.738991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -17389912.000000 Penalty: 3953.584717
	Iteration 58Q: 3 clusters Score -1.738991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 191292 members 
Entering Unmasked Estep 
Score: -17389916.000000 Penalty: 3953.584717
	Iteration 59Q: 3 clusters Score -1.738992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 191296 members 
Entering Unmasked Estep 
Score: -17389914.000000 Penalty: 3953.584717
	Iteration 60F: 3 clusters Score -1.738991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 191298 members 
Entering Unmasked Estep 
Score: -17389912.000000 Penalty: 3953.584717
	Iteration 61Q: 3 clusters Score -1.738991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 191303 members 
Entering Unmasked Estep 
Score: -17389916.000000 Penalty: 3953.584717
	Iteration 62Q: 3 clusters Score -1.738992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 191307 members 
Entering Unmasked Estep 
Score: -17389922.000000 Penalty: 3953.584717
	Iteration 63Q: 3 clusters Score -1.738992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -17389938.000000 Penalty: 3953.584717
	Iteration 64Q: 3 clusters Score -1.738994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 191310 members 
Entering Unmasked Estep 
Score: -17389928.000000 Penalty: 3953.584717
	Iteration 65Q: 3 clusters Score -1.738993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 191312 members 
Entering Unmasked Estep 
Score: -17389926.000000 Penalty: 3953.584717
	Iteration 66Q: 3 clusters Score -1.738993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 191313 members 
Entering Unmasked Estep 
Score: -17389926.000000 Penalty: 3953.584717
	Iteration 67Q: 3 clusters Score -1.738993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 191316 members 
Entering Unmasked Estep 
Score: -17389930.000000 Penalty: 3953.584717
	Iteration 68Q: 3 clusters Score -1.738993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 191316 members 
Entering Unmasked Estep 
Score: -17389930.000000 Penalty: 3953.584717
	Iteration 69Q: 3 clusters Score -1.738993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 191318 members 
Entering Unmasked Estep 
Score: -17389934.000000 Penalty: 3953.584717
	Iteration 70Q: 3 clusters Score -1.738993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 191323 members 
Entering Unmasked Estep 
Score: -17389936.000000 Penalty: 3953.584717
	Iteration 71Q: 3 clusters Score -1.738994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 191327 members 
Entering Unmasked Estep 
Score: -17389928.000000 Penalty: 3953.584717
	Iteration 72Q: 3 clusters Score -1.738993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 191331 members 
Entering Unmasked Estep 
Score: -17389942.000000 Penalty: 3953.584717
	Iteration 73Q: 3 clusters Score -1.738994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 191332 members 
Entering Unmasked Estep 
Score: -17389940.000000 Penalty: 3953.584717
	Iteration 74Q: 3 clusters Score -1.738994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 191333 members 
Entering Unmasked Estep 
Score: -17389942.000000 Penalty: 3953.584717
	Iteration 75Q: 3 clusters Score -1.738994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 191335 members 
Entering Unmasked Estep 
Score: -17389938.000000 Penalty: 3953.584717
	Iteration 76Q: 3 clusters Score -1.738994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -17389936.000000 Penalty: 3953.584717
	Iteration 77Q: 3 clusters Score -1.738994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191336 members 
Entering Unmasked Estep 
Score: -17389942.000000 Penalty: 3953.584717
	Iteration 78Q: 3 clusters Score -1.738994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191336 members 
Entering Unmasked Estep 
Score: -17389942.000000 Penalty: 3953.584717
	Iteration 79F: 3 clusters Score -1.738994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -942091.250000 Penalty: 1517.629883
	Iteration 0F: 2 clusters Score -942091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -934128.500000 Penalty: 3035.259766
	Iteration 0F: 3 clusters Score -934128.5 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -936982.875000 Penalty: 3035.259766
	Iteration 1F: 3 clusters Score -936982.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -937481.937500 Penalty: 3035.259766
	Iteration 2F: 3 clusters Score -937481.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -937980.625000 Penalty: 3035.259766
	Iteration 3F: 3 clusters Score -937980.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -938465.250000 Penalty: 3035.259766
	Iteration 4F: 3 clusters Score -938465.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -939002.375000 Penalty: 3035.259766
	Iteration 5F: 3 clusters Score -939002.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -939558.187500 Penalty: 3035.259766
	Iteration 6F: 3 clusters Score -939558.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -940088.625000 Penalty: 3035.259766
	Iteration 7F: 3 clusters Score -940088.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -940517.937500 Penalty: 3035.259766
	Iteration 8Q: 3 clusters Score -940517.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -940801.500000 Penalty: 3035.259766
	Iteration 9Q: 3 clusters Score -940801.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -940986.312500 Penalty: 3035.259766
	Iteration 10Q: 3 clusters Score -940986.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -941094.187500 Penalty: 3035.259766
	Iteration 11Q: 3 clusters Score -941094.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -941159.875000 Penalty: 3035.259766
	Iteration 12Q: 3 clusters Score -941159.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -941226.187500 Penalty: 3035.259766
	Iteration 13Q: 3 clusters Score -941226.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -941278.437500 Penalty: 3035.259766
	Iteration 14Q: 3 clusters Score -941278.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -941324.937500 Penalty: 3035.259766
	Iteration 15Q: 3 clusters Score -941324.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -941358.875000 Penalty: 3035.259766
	Iteration 16Q: 3 clusters Score -941358.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -941387.875000 Penalty: 3035.259766
	Iteration 17Q: 3 clusters Score -941387.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -941407.312500 Penalty: 3035.259766
	Iteration 18Q: 3 clusters Score -941407.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -941418.125000 Penalty: 3035.259766
	Iteration 19Q: 3 clusters Score -941418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -941419.187500 Penalty: 3035.259766
	Iteration 20F: 3 clusters Score -941419.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -941422.812500 Penalty: 3035.259766
	Iteration 21Q: 3 clusters Score -941422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -941423.687500 Penalty: 3035.259766
	Iteration 22Q: 3 clusters Score -941423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -941424.812500 Penalty: 3035.259766
	Iteration 23Q: 3 clusters Score -941424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -941423.250000 Penalty: 3035.259766
	Iteration 24Q: 3 clusters Score -941423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -941423.250000 Penalty: 3035.259766
	Iteration 25F: 3 clusters Score -941423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Entering Unmasked Estep 
Score: -2891129.000000 Penalty: 1691.689331
	Iteration 0F: 2 clusters Score -2891129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2868665.750000 Penalty: 3383.378662
	Iteration 0F: 3 clusters Score -2868666 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2877421.000000 Penalty: 3383.378662
	Iteration 1F: 3 clusters Score -2877421 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2877986.250000 Penalty: 3383.378662
	Iteration 2Q: 3 clusters Score -2877986 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2878738.250000 Penalty: 3383.378662
	Iteration 3Q: 3 clusters Score -2878738 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2879814.500000 Penalty: 3383.378662
	Iteration 4F: 3 clusters Score -2879814 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2881207.250000 Penalty: 3383.378662
	Iteration 5F: 3 clusters Score -2881207 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2882588.250000 Penalty: 3383.378662
	Iteration 6F: 3 clusters Score -2882588 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2883727.750000 Penalty: 3383.378662
	Iteration 7F: 3 clusters Score -2883728 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2884603.500000 Penalty: 3383.378662
	Iteration 8F: 3 clusters Score -2884604 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2885137.750000 Penalty: 3383.378662
	Iteration 9Q: 3 clusters Score -2885138 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2885514.000000 Penalty: 3383.378662
	Iteration 10Q: 3 clusters Score -2885514 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2885743.250000 Penalty: 3383.378662
	Iteration 11Q: 3 clusters Score -2885743 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2885997.750000 Penalty: 3383.378662
	Iteration 12Q: 3 clusters Score -2885998 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2886210.750000 Penalty: 3383.378662
	Iteration 13Q: 3 clusters Score -2886211 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2886446.000000 Penalty: 3383.378662
	Iteration 14Q: 3 clusters Score -2886446 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2886692.750000 Penalty: 3383.378662
	Iteration 15Q: 3 clusters Score -2886693 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2886957.250000 Penalty: 3383.378662
	Iteration 16Q: 3 clusters Score -2886957 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2887279.750000 Penalty: 3383.378662
	Iteration 17Q: 3 clusters Score -2887280 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2887564.250000 Penalty: 3383.378662
	Iteration 18Q: 3 clusters Score -2887564 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2887878.750000 Penalty: 3383.378662
	Iteration 19Q: 3 clusters Score -2887879 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2888221.750000 Penalty: 3383.378662
	Iteration 20F: 3 clusters Score -2888222 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2888539.250000 Penalty: 3383.378662
	Iteration 21Q: 3 clusters Score -2888539 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2888891.000000 Penalty: 3383.378662
	Iteration 22Q: 3 clusters Score -2888891 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2889163.250000 Penalty: 3383.378662
	Iteration 23Q: 3 clusters Score -2889163 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2889325.000000 Penalty: 3383.378662
	Iteration 24Q: 3 clusters Score -2889325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2889428.500000 Penalty: 3383.378662
	Iteration 25Q: 3 clusters Score -2889428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2889503.750000 Penalty: 3383.378662
	Iteration 26Q: 3 clusters Score -2889504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2889553.250000 Penalty: 3383.378662
	Iteration 27Q: 3 clusters Score -2889553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2889603.750000 Penalty: 3383.378662
	Iteration 28Q: 3 clusters Score -2889604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2889635.000000 Penalty: 3383.378662
	Iteration 29Q: 3 clusters Score -2889635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2889670.000000 Penalty: 3383.378662
	Iteration 30Q: 3 clusters Score -2889670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2889680.000000 Penalty: 3383.378662
	Iteration 31Q: 3 clusters Score -2889680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2889685.000000 Penalty: 3383.378662
	Iteration 32Q: 3 clusters Score -2889685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2889687.750000 Penalty: 3383.378662
	Iteration 33Q: 3 clusters Score -2889688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2889688.750000 Penalty: 3383.378662
	Iteration 34Q: 3 clusters Score -2889689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2889688.000000 Penalty: 3383.378662
	Iteration 35Q: 3 clusters Score -2889688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2889684.500000 Penalty: 3383.378662
	Iteration 36Q: 3 clusters Score -2889684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2889688.500000 Penalty: 3383.378662
	Iteration 37Q: 3 clusters Score -2889688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2889690.750000 Penalty: 3383.378662
	Iteration 38Q: 3 clusters Score -2889691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2889694.750000 Penalty: 3383.378662
	Iteration 39Q: 3 clusters Score -2889695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2889690.750000 Penalty: 3383.378662
	Iteration 40F: 3 clusters Score -2889691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2889699.000000 Penalty: 3383.378662
	Iteration 41Q: 3 clusters Score -2889699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2889706.750000 Penalty: 3383.378662
	Iteration 42Q: 3 clusters Score -2889707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2889707.000000 Penalty: 3383.378662
	Iteration 43Q: 3 clusters Score -2889707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2889708.000000 Penalty: 3383.378662
	Iteration 44Q: 3 clusters Score -2889708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2889712.000000 Penalty: 3383.378662
	Iteration 45Q: 3 clusters Score -2889712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2889712.750000 Penalty: 3383.378662
	Iteration 46Q: 3 clusters Score -2889713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2889712.750000 Penalty: 3383.378662
	Iteration 47F: 3 clusters Score -2889713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -789436.375000 Penalty: 1512.109009
	Iteration 0F: 2 clusters Score -789436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -781776.250000 Penalty: 3024.218018
	Iteration 0F: 3 clusters Score -781776.2 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -785752.187500 Penalty: 3024.218018
	Iteration 1F: 3 clusters Score -785752.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -787768.000000 Penalty: 3024.218018
	Iteration 2F: 3 clusters Score -787768 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -789757.625000 Penalty: 3024.218018
	Iteration 3F: 3 clusters Score -789757.6 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -791415.937500 Penalty: 3024.218018
	Iteration 4F: 3 clusters Score -791415.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -792577.062500 Penalty: 3024.218018
	Iteration 5F: 3 clusters Score -792577.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -793027.875000 Penalty: 3024.218018
	Iteration 6Q: 3 clusters Score -793027.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -793195.562500 Penalty: 3024.218018
	Iteration 7Q: 3 clusters Score -793195.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -793328.000000 Penalty: 3024.218018
	Iteration 8Q: 3 clusters Score -793328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -793503.687500 Penalty: 3024.218018
	Iteration 9Q: 3 clusters Score -793503.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -793812.000000 Penalty: 3024.218018
	Iteration 10Q: 3 clusters Score -793812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -794251.937500 Penalty: 3024.218018
	Iteration 11Q: 3 clusters Score -794251.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -794763.062500 Penalty: 3024.218018
	Iteration 12Q: 3 clusters Score -794763.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -795145.250000 Penalty: 3024.218018
	Iteration 13Q: 3 clusters Score -795145.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -795191.187500 Penalty: 3024.218018
	Iteration 14Q: 3 clusters Score -795191.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -795199.750000 Penalty: 3024.218018
	Iteration 15Q: 3 clusters Score -795199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -795199.875000 Penalty: 3024.218018
	Iteration 16Q: 3 clusters Score -795199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -795203.125000 Penalty: 3024.218018
	Iteration 17Q: 3 clusters Score -795203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -795203.437500 Penalty: 3024.218018
	Iteration 18Q: 3 clusters Score -795203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -795203.250000 Penalty: 3024.218018
	Iteration 19Q: 3 clusters Score -795203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -795204.062500 Penalty: 3024.218018
	Iteration 20F: 3 clusters Score -795204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -795203.812500 Penalty: 3024.218018
	Iteration 21Q: 3 clusters Score -795203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -795203.812500 Penalty: 3024.218018
	Iteration 22F: 3 clusters Score -795203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9265 members 
Entering Unmasked Estep 
Score: -76230744.000000 Penalty: 48995.710938
Splitting cluster 10 changes total score from -76221744.000000 to -76230744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (24420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Entering Unmasked Estep 
Score: -2156817.000000 Penalty: 1641.763184
	Iteration 0F: 2 clusters Score -2156817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2140213.500000 Penalty: 3283.526367
	Iteration 0F: 3 clusters Score -2140214 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2146477.750000 Penalty: 3283.526367
	Iteration 1F: 3 clusters Score -2146478 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2147082.250000 Penalty: 3283.526367
	Iteration 2F: 3 clusters Score -2147082 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2147771.250000 Penalty: 3283.526367
	Iteration 3F: 3 clusters Score -2147771 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2148645.000000 Penalty: 3283.526367
	Iteration 4F: 3 clusters Score -2148645 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2149801.750000 Penalty: 3283.526367
	Iteration 5F: 3 clusters Score -2149802 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2151143.000000 Penalty: 3283.526367
	Iteration 6F: 3 clusters Score -2151143 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2152627.750000 Penalty: 3283.526367
	Iteration 7F: 3 clusters Score -2152628 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2153900.250000 Penalty: 3283.526367
	Iteration 8F: 3 clusters Score -2153900 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2154855.250000 Penalty: 3283.526367
	Iteration 9Q: 3 clusters Score -2154855 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2155412.500000 Penalty: 3283.526367
	Iteration 10Q: 3 clusters Score -2155412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2155715.750000 Penalty: 3283.526367
	Iteration 11Q: 3 clusters Score -2155716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2155903.000000 Penalty: 3283.526367
	Iteration 12Q: 3 clusters Score -2155903 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2156077.000000 Penalty: 3283.526367
	Iteration 13Q: 3 clusters Score -2156077 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2156192.750000 Penalty: 3283.526367
	Iteration 14Q: 3 clusters Score -2156193 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2156297.250000 Penalty: 3283.526367
	Iteration 15Q: 3 clusters Score -2156297 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2156359.250000 Penalty: 3283.526367
	Iteration 16Q: 3 clusters Score -2156359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2156399.250000 Penalty: 3283.526367
	Iteration 17Q: 3 clusters Score -2156399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2156419.500000 Penalty: 3283.526367
	Iteration 18Q: 3 clusters Score -2156420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2156437.500000 Penalty: 3283.526367
	Iteration 19Q: 3 clusters Score -2156438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2156449.500000 Penalty: 3283.526367
	Iteration 20F: 3 clusters Score -2156450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2156456.000000 Penalty: 3283.526367
	Iteration 21Q: 3 clusters Score -2156456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2156461.000000 Penalty: 3283.526367
	Iteration 22Q: 3 clusters Score -2156461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2156471.250000 Penalty: 3283.526367
	Iteration 23Q: 3 clusters Score -2156471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2156470.500000 Penalty: 3283.526367
	Iteration 24Q: 3 clusters Score -2156470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2156473.000000 Penalty: 3283.526367
	Iteration 25Q: 3 clusters Score -2156473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2156473.750000 Penalty: 3283.526367
	Iteration 26Q: 3 clusters Score -2156474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2156470.750000 Penalty: 3283.526367
	Iteration 27Q: 3 clusters Score -2156471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2156472.500000 Penalty: 3283.526367
	Iteration 28Q: 3 clusters Score -2156472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2156471.000000 Penalty: 3283.526367
	Iteration 29Q: 3 clusters Score -2156471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2156471.500000 Penalty: 3283.526367
	Iteration 30Q: 3 clusters Score -2156472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2156472.250000 Penalty: 3283.526367
	Iteration 31Q: 3 clusters Score -2156472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2156472.250000 Penalty: 3283.526367
	Iteration 32F: 3 clusters Score -2156472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119791 members 
Entering Unmasked Estep 
Score: -10611325.000000 Penalty: 1900.194336
	Iteration 0F: 2 clusters Score -1.061132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -10531409.000000 Penalty: 3800.388672
	Iteration 0F: 3 clusters Score -1.053141e+07 nChanged 57531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -10565867.000000 Penalty: 3800.388672
	Iteration 1F: 3 clusters Score -1.056587e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -10567815.000000 Penalty: 3800.388672
	Iteration 2Q: 3 clusters Score -1.056782e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -10570648.000000 Penalty: 3800.388672
	Iteration 3Q: 3 clusters Score -1.057065e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -10574734.000000 Penalty: 3800.388672
	Iteration 4F: 3 clusters Score -1.057473e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -10580240.000000 Penalty: 3800.388672
	Iteration 5F: 3 clusters Score -1.058024e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -10586628.000000 Penalty: 3800.388672
	Iteration 6F: 3 clusters Score -1.058663e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -10592574.000000 Penalty: 3800.388672
	Iteration 7F: 3 clusters Score -1.059257e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -10597054.000000 Penalty: 3800.388672
	Iteration 8Q: 3 clusters Score -1.059705e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -10600005.000000 Penalty: 3800.388672
	Iteration 9Q: 3 clusters Score -1.06e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -10601851.000000 Penalty: 3800.388672
	Iteration 10Q: 3 clusters Score -1.060185e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -10603113.000000 Penalty: 3800.388672
	Iteration 11Q: 3 clusters Score -1.060311e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -10604240.000000 Penalty: 3800.388672
	Iteration 12Q: 3 clusters Score -1.060424e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -10605083.000000 Penalty: 3800.388672
	Iteration 13Q: 3 clusters Score -1.060508e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106580 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -10605845.000000 Penalty: 3800.388672
	Iteration 14Q: 3 clusters Score -1.060584e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -10606573.000000 Penalty: 3800.388672
	Iteration 15Q: 3 clusters Score -1.060657e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -10607159.000000 Penalty: 3800.388672
	Iteration 16Q: 3 clusters Score -1.060716e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -10607660.000000 Penalty: 3800.388672
	Iteration 17Q: 3 clusters Score -1.060766e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -10608064.000000 Penalty: 3800.388672
	Iteration 18Q: 3 clusters Score -1.060806e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112203 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -10608420.000000 Penalty: 3800.388672
	Iteration 19Q: 3 clusters Score -1.060842e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -10608761.000000 Penalty: 3800.388672
	Iteration 20F: 3 clusters Score -1.060876e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -10609034.000000 Penalty: 3800.388672
	Iteration 21Q: 3 clusters Score -1.060903e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -10609357.000000 Penalty: 3800.388672
	Iteration 22Q: 3 clusters Score -1.060936e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -10609600.000000 Penalty: 3800.388672
	Iteration 23Q: 3 clusters Score -1.06096e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -10609857.000000 Penalty: 3800.388672
	Iteration 24Q: 3 clusters Score -1.060986e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10610052.000000 Penalty: 3800.388672
	Iteration 25Q: 3 clusters Score -1.061005e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -10610228.000000 Penalty: 3800.388672
	Iteration 26Q: 3 clusters Score -1.061023e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -10610333.000000 Penalty: 3800.388672
	Iteration 27Q: 3 clusters Score -1.061033e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10610371.000000 Penalty: 3800.388672
	Iteration 28Q: 3 clusters Score -1.061037e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10610448.000000 Penalty: 3800.388672
	Iteration 29Q: 3 clusters Score -1.061045e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -10610463.000000 Penalty: 3800.388672
	Iteration 30Q: 3 clusters Score -1.061046e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10610482.000000 Penalty: 3800.388672
	Iteration 31Q: 3 clusters Score -1.061048e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -10610514.000000 Penalty: 3800.388672
	Iteration 32Q: 3 clusters Score -1.061051e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -10610512.000000 Penalty: 3800.388672
	Iteration 33Q: 3 clusters Score -1.061051e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10610519.000000 Penalty: 3800.388672
	Iteration 34Q: 3 clusters Score -1.061052e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10610528.000000 Penalty: 3800.388672
	Iteration 35Q: 3 clusters Score -1.061053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -10610523.000000 Penalty: 3800.388672
	Iteration 36Q: 3 clusters Score -1.061052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -10610532.000000 Penalty: 3800.388672
	Iteration 37Q: 3 clusters Score -1.061053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10610525.000000 Penalty: 3800.388672
	Iteration 38Q: 3 clusters Score -1.061052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -10610527.000000 Penalty: 3800.388672
	Iteration 39Q: 3 clusters Score -1.061053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -10610523.000000 Penalty: 3800.388672
	Iteration 40F: 3 clusters Score -1.061052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 41Q: 3 clusters Score -1.061054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10610532.000000 Penalty: 3800.388672
	Iteration 42Q: 3 clusters Score -1.061053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10610533.000000 Penalty: 3800.388672
	Iteration 43Q: 3 clusters Score -1.061053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10610538.000000 Penalty: 3800.388672
	Iteration 44Q: 3 clusters Score -1.061054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10610541.000000 Penalty: 3800.388672
	Iteration 45Q: 3 clusters Score -1.061054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10610538.000000 Penalty: 3800.388672
	Iteration 46Q: 3 clusters Score -1.061054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -10610527.000000 Penalty: 3800.388672
	Iteration 47Q: 3 clusters Score -1.061053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10610519.000000 Penalty: 3800.388672
	Iteration 48Q: 3 clusters Score -1.061052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10610523.000000 Penalty: 3800.388672
	Iteration 49Q: 3 clusters Score -1.061052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -10610531.000000 Penalty: 3800.388672
	Iteration 50Q: 3 clusters Score -1.061053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10610532.000000 Penalty: 3800.388672
	Iteration 51Q: 3 clusters Score -1.061053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10610532.000000 Penalty: 3800.388672
	Iteration 52Q: 3 clusters Score -1.061053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10610530.000000 Penalty: 3800.388672
	Iteration 53Q: 3 clusters Score -1.061053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 54Q: 3 clusters Score -1.061054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 55Q: 3 clusters Score -1.061054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 56Q: 3 clusters Score -1.061054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10610540.000000 Penalty: 3800.388672
	Iteration 57Q: 3 clusters Score -1.061054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10610543.000000 Penalty: 3800.388672
	Iteration 58Q: 3 clusters Score -1.061054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -10610542.000000 Penalty: 3800.388672
	Iteration 59Q: 3 clusters Score -1.061054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 60F: 3 clusters Score -1.061054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116616 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -10610532.000000 Penalty: 3800.388672
	Iteration 61Q: 3 clusters Score -1.061053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10610530.000000 Penalty: 3800.388672
	Iteration 62Q: 3 clusters Score -1.061053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10610538.000000 Penalty: 3800.388672
	Iteration 63Q: 3 clusters Score -1.061054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -10610533.000000 Penalty: 3800.388672
	Iteration 64Q: 3 clusters Score -1.061053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10610537.000000 Penalty: 3800.388672
	Iteration 65Q: 3 clusters Score -1.061054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116621 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 66Q: 3 clusters Score -1.061054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116621 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3800.388672
	Iteration 67F: 3 clusters Score -1.061054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -722023.000000 Penalty: 1482.351807
	Iteration 0F: 2 clusters Score -722023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -715569.187500 Penalty: 2964.703613
	Iteration 0F: 3 clusters Score -715569.2 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -718453.187500 Penalty: 2964.703613
	Iteration 1F: 3 clusters Score -718453.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -719972.625000 Penalty: 2964.703613
	Iteration 2F: 3 clusters Score -719972.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -721427.312500 Penalty: 2964.703613
	Iteration 3F: 3 clusters Score -721427.3 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -722885.062500 Penalty: 2964.703613
	Iteration 4F: 3 clusters Score -722885.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -724065.687500 Penalty: 2964.703613
	Iteration 5F: 3 clusters Score -724065.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -724815.312500 Penalty: 2964.703613
	Iteration 6F: 3 clusters Score -724815.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -725054.500000 Penalty: 2964.703613
	Iteration 7Q: 3 clusters Score -725054.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -725117.187500 Penalty: 2964.703613
	Iteration 8Q: 3 clusters Score -725117.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -725137.812500 Penalty: 2964.703613
	Iteration 9Q: 3 clusters Score -725137.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -725146.000000 Penalty: 2964.703613
	Iteration 10Q: 3 clusters Score -725146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -725149.750000 Penalty: 2964.703613
	Iteration 11Q: 3 clusters Score -725149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -725152.000000 Penalty: 2964.703613
	Iteration 12Q: 3 clusters Score -725152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -725153.812500 Penalty: 2964.703613
	Iteration 13Q: 3 clusters Score -725153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -725155.187500 Penalty: 2964.703613
	Iteration 14Q: 3 clusters Score -725155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -725156.312500 Penalty: 2964.703613
	Iteration 15Q: 3 clusters Score -725156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -725159.562500 Penalty: 2964.703613
	Iteration 16Q: 3 clusters Score -725159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -725161.500000 Penalty: 2964.703613
	Iteration 17Q: 3 clusters Score -725161.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -725165.812500 Penalty: 2964.703613
	Iteration 18Q: 3 clusters Score -725165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -725165.375000 Penalty: 2964.703613
	Iteration 19Q: 3 clusters Score -725165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -725170.250000 Penalty: 2964.703613
	Iteration 20F: 3 clusters Score -725170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -725172.062500 Penalty: 2964.703613
	Iteration 21Q: 3 clusters Score -725172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -725173.812500 Penalty: 2964.703613
	Iteration 22Q: 3 clusters Score -725173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -725175.437500 Penalty: 2964.703613
	Iteration 23Q: 3 clusters Score -725175.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -725177.875000 Penalty: 2964.703613
	Iteration 24Q: 3 clusters Score -725177.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -725179.375000 Penalty: 2964.703613
	Iteration 25Q: 3 clusters Score -725179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -725179.250000 Penalty: 2964.703613
	Iteration 26Q: 3 clusters Score -725179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -725179.687500 Penalty: 2964.703613
	Iteration 27Q: 3 clusters Score -725179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -725180.250000 Penalty: 2964.703613
	Iteration 28Q: 3 clusters Score -725180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -725180.937500 Penalty: 2964.703613
	Iteration 29Q: 3 clusters Score -725180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -725181.250000 Penalty: 2964.703613
	Iteration 30Q: 3 clusters Score -725181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -725180.187500 Penalty: 2964.703613
	Iteration 31Q: 3 clusters Score -725180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -725179.812500 Penalty: 2964.703613
	Iteration 32Q: 3 clusters Score -725179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -725181.187500 Penalty: 2964.703613
	Iteration 33Q: 3 clusters Score -725181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -725182.562500 Penalty: 2964.703613
	Iteration 34Q: 3 clusters Score -725182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -725183.562500 Penalty: 2964.703613
	Iteration 35Q: 3 clusters Score -725183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -725185.562500 Penalty: 2964.703613
	Iteration 36Q: 3 clusters Score -725185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -725186.812500 Penalty: 2964.703613
	Iteration 37Q: 3 clusters Score -725186.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -725191.437500 Penalty: 2964.703613
	Iteration 38Q: 3 clusters Score -725191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -725191.750000 Penalty: 2964.703613
	Iteration 39Q: 3 clusters Score -725191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -725194.562500 Penalty: 2964.703613
	Iteration 40F: 3 clusters Score -725194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -725194.187500 Penalty: 2964.703613
	Iteration 41Q: 3 clusters Score -725194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -725194.562500 Penalty: 2964.703613
	Iteration 42Q: 3 clusters Score -725194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -725194.750000 Penalty: 2964.703613
	Iteration 43Q: 3 clusters Score -725194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -725195.687500 Penalty: 2964.703613
	Iteration 44Q: 3 clusters Score -725195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -725196.875000 Penalty: 2964.703613
	Iteration 45Q: 3 clusters Score -725196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -725199.062500 Penalty: 2964.703613
	Iteration 46Q: 3 clusters Score -725199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -725198.062500 Penalty: 2964.703613
	Iteration 47Q: 3 clusters Score -725198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -725200.375000 Penalty: 2964.703613
	Iteration 48Q: 3 clusters Score -725200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -725203.562500 Penalty: 2964.703613
	Iteration 49Q: 3 clusters Score -725203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -725206.250000 Penalty: 2964.703613
	Iteration 50Q: 3 clusters Score -725206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -725204.812500 Penalty: 2964.703613
	Iteration 51Q: 3 clusters Score -725204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -725207.625000 Penalty: 2964.703613
	Iteration 52Q: 3 clusters Score -725207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -725209.625000 Penalty: 2964.703613
	Iteration 53Q: 3 clusters Score -725209.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -725210.875000 Penalty: 2964.703613
	Iteration 54Q: 3 clusters Score -725210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -725212.500000 Penalty: 2964.703613
	Iteration 55Q: 3 clusters Score -725212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -725212.000000 Penalty: 2964.703613
	Iteration 56Q: 3 clusters Score -725212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -725214.562500 Penalty: 2964.703613
	Iteration 57Q: 3 clusters Score -725214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -725214.875000 Penalty: 2964.703613
	Iteration 58Q: 3 clusters Score -725214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -725215.500000 Penalty: 2964.703613
	Iteration 59Q: 3 clusters Score -725215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -725215.500000 Penalty: 2964.703613
	Iteration 60F: 3 clusters Score -725215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -725217.312500 Penalty: 2964.703613
	Iteration 61Q: 3 clusters Score -725217.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -725219.937500 Penalty: 2964.703613
	Iteration 62Q: 3 clusters Score -725219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -725222.875000 Penalty: 2964.703613
	Iteration 63Q: 3 clusters Score -725222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -725222.750000 Penalty: 2964.703613
	Iteration 64Q: 3 clusters Score -725222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -725225.437500 Penalty: 2964.703613
	Iteration 65Q: 3 clusters Score -725225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -725230.062500 Penalty: 2964.703613
	Iteration 66Q: 3 clusters Score -725230.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -725232.250000 Penalty: 2964.703613
	Iteration 67Q: 3 clusters Score -725232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -725233.875000 Penalty: 2964.703613
	Iteration 68Q: 3 clusters Score -725233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -725235.250000 Penalty: 2964.703613
	Iteration 69Q: 3 clusters Score -725235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -725236.250000 Penalty: 2964.703613
	Iteration 70Q: 3 clusters Score -725236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -725238.875000 Penalty: 2964.703613
	Iteration 71Q: 3 clusters Score -725238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -725239.562500 Penalty: 2964.703613
	Iteration 72Q: 3 clusters Score -725239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -725239.687500 Penalty: 2964.703613
	Iteration 73Q: 3 clusters Score -725239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -725242.687500 Penalty: 2964.703613
	Iteration 74Q: 3 clusters Score -725242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -725244.062500 Penalty: 2964.703613
	Iteration 75Q: 3 clusters Score -725244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -725245.687500 Penalty: 2964.703613
	Iteration 76Q: 3 clusters Score -725245.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -725254.500000 Penalty: 2964.703613
	Iteration 77Q: 3 clusters Score -725254.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -725263.312500 Penalty: 2964.703613
	Iteration 78Q: 3 clusters Score -725263.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -725276.062500 Penalty: 2964.703613
	Iteration 79Q: 3 clusters Score -725276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -725293.937500 Penalty: 2964.703613
	Iteration 80F: 3 clusters Score -725293.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -725316.000000 Penalty: 2964.703613
	Iteration 81Q: 3 clusters Score -725316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -725342.812500 Penalty: 2964.703613
	Iteration 82Q: 3 clusters Score -725342.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -725375.062500 Penalty: 2964.703613
	Iteration 83Q: 3 clusters Score -725375.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -725401.250000 Penalty: 2964.703613
	Iteration 84Q: 3 clusters Score -725401.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -725416.562500 Penalty: 2964.703613
	Iteration 85Q: 3 clusters Score -725416.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -725427.812500 Penalty: 2964.703613
	Iteration 86Q: 3 clusters Score -725427.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -725432.687500 Penalty: 2964.703613
	Iteration 87Q: 3 clusters Score -725432.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -725438.375000 Penalty: 2964.703613
	Iteration 88Q: 3 clusters Score -725438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -725441.125000 Penalty: 2964.703613
	Iteration 89Q: 3 clusters Score -725441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -725441.250000 Penalty: 2964.703613
	Iteration 90Q: 3 clusters Score -725441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -725441.687500 Penalty: 2964.703613
	Iteration 91Q: 3 clusters Score -725441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -725440.812500 Penalty: 2964.703613
	Iteration 92Q: 3 clusters Score -725440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -725440.500000 Penalty: 2964.703613
	Iteration 93Q: 3 clusters Score -725440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -725440.500000 Penalty: 2964.703613
	Iteration 94F: 3 clusters Score -725440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 5448 members 
Entering Unmasked Estep 
Score: -76233112.000000 Penalty: 51222.789062
Splitting cluster 13 changes total score from -76221744.000000 to -76233112.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (33057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Entering Unmasked Estep 
Score: -2783695.250000 Penalty: 1690.973145
	Iteration 0F: 2 clusters Score -2783695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2761522.750000 Penalty: 3381.946289
	Iteration 0F: 3 clusters Score -2761523 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2770174.250000 Penalty: 3381.946289
	Iteration 1F: 3 clusters Score -2770174 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2770704.000000 Penalty: 3381.946289
	Iteration 2Q: 3 clusters Score -2770704 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2771285.250000 Penalty: 3381.946289
	Iteration 3Q: 3 clusters Score -2771285 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2772040.750000 Penalty: 3381.946289
	Iteration 4Q: 3 clusters Score -2772041 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2773297.250000 Penalty: 3381.946289
	Iteration 5F: 3 clusters Score -2773297 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2775366.000000 Penalty: 3381.946289
	Iteration 6F: 3 clusters Score -2775366 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2777956.500000 Penalty: 3381.946289
	Iteration 7F: 3 clusters Score -2777956 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2779978.500000 Penalty: 3381.946289
	Iteration 8F: 3 clusters Score -2779978 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2781091.750000 Penalty: 3381.946289
	Iteration 9F: 3 clusters Score -2781092 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2781696.250000 Penalty: 3381.946289
	Iteration 10Q: 3 clusters Score -2781696 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2782053.500000 Penalty: 3381.946289
	Iteration 11Q: 3 clusters Score -2782054 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -2782265.000000 Penalty: 3381.946289
	Iteration 12Q: 3 clusters Score -2782265 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2782382.750000 Penalty: 3381.946289
	Iteration 13Q: 3 clusters Score -2782383 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2782464.750000 Penalty: 3381.946289
	Iteration 14Q: 3 clusters Score -2782465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2782526.000000 Penalty: 3381.946289
	Iteration 15Q: 3 clusters Score -2782526 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2782547.000000 Penalty: 3381.946289
	Iteration 16Q: 3 clusters Score -2782547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2782561.750000 Penalty: 3381.946289
	Iteration 17Q: 3 clusters Score -2782562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2782582.500000 Penalty: 3381.946289
	Iteration 18Q: 3 clusters Score -2782582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2782593.000000 Penalty: 3381.946289
	Iteration 19Q: 3 clusters Score -2782593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2782605.250000 Penalty: 3381.946289
	Iteration 20F: 3 clusters Score -2782605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2782621.500000 Penalty: 3381.946289
	Iteration 21Q: 3 clusters Score -2782622 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2782617.750000 Penalty: 3381.946289
	Iteration 22Q: 3 clusters Score -2782618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2782635.750000 Penalty: 3381.946289
	Iteration 23Q: 3 clusters Score -2782636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2782644.750000 Penalty: 3381.946289
	Iteration 24Q: 3 clusters Score -2782645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2782649.250000 Penalty: 3381.946289
	Iteration 25Q: 3 clusters Score -2782649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2782660.500000 Penalty: 3381.946289
	Iteration 26Q: 3 clusters Score -2782660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2782678.250000 Penalty: 3381.946289
	Iteration 27Q: 3 clusters Score -2782678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2782693.750000 Penalty: 3381.946289
	Iteration 28Q: 3 clusters Score -2782694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2782714.750000 Penalty: 3381.946289
	Iteration 29Q: 3 clusters Score -2782715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2782711.000000 Penalty: 3381.946289
	Iteration 30Q: 3 clusters Score -2782711 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2782707.000000 Penalty: 3381.946289
	Iteration 31Q: 3 clusters Score -2782707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2782712.750000 Penalty: 3381.946289
	Iteration 32Q: 3 clusters Score -2782713 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2782719.250000 Penalty: 3381.946289
	Iteration 33Q: 3 clusters Score -2782719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2782720.000000 Penalty: 3381.946289
	Iteration 34Q: 3 clusters Score -2782720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2782719.250000 Penalty: 3381.946289
	Iteration 35Q: 3 clusters Score -2782719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2782726.500000 Penalty: 3381.946289
	Iteration 36Q: 3 clusters Score -2782726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2782731.500000 Penalty: 3381.946289
	Iteration 37Q: 3 clusters Score -2782732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2782746.000000 Penalty: 3381.946289
	Iteration 38Q: 3 clusters Score -2782746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2782750.250000 Penalty: 3381.946289
	Iteration 39Q: 3 clusters Score -2782750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2782758.250000 Penalty: 3381.946289
	Iteration 40F: 3 clusters Score -2782758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2782772.000000 Penalty: 3381.946289
	Iteration 41Q: 3 clusters Score -2782772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2782778.000000 Penalty: 3381.946289
	Iteration 42Q: 3 clusters Score -2782778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2782776.750000 Penalty: 3381.946289
	Iteration 43Q: 3 clusters Score -2782777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2782781.750000 Penalty: 3381.946289
	Iteration 44Q: 3 clusters Score -2782782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2782783.000000 Penalty: 3381.946289
	Iteration 45Q: 3 clusters Score -2782783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2782800.500000 Penalty: 3381.946289
	Iteration 46Q: 3 clusters Score -2782800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2782811.750000 Penalty: 3381.946289
	Iteration 47Q: 3 clusters Score -2782812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2782810.000000 Penalty: 3381.946289
	Iteration 48Q: 3 clusters Score -2782810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2782822.500000 Penalty: 3381.946289
	Iteration 49Q: 3 clusters Score -2782822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2782827.500000 Penalty: 3381.946289
	Iteration 50Q: 3 clusters Score -2782828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2782827.000000 Penalty: 3381.946289
	Iteration 51Q: 3 clusters Score -2782827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2782827.250000 Penalty: 3381.946289
	Iteration 52Q: 3 clusters Score -2782827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2782829.000000 Penalty: 3381.946289
	Iteration 53Q: 3 clusters Score -2782829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2782837.750000 Penalty: 3381.946289
	Iteration 54Q: 3 clusters Score -2782838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2782840.250000 Penalty: 3381.946289
	Iteration 55Q: 3 clusters Score -2782840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2782838.750000 Penalty: 3381.946289
	Iteration 56Q: 3 clusters Score -2782839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2782847.500000 Penalty: 3381.946289
	Iteration 57Q: 3 clusters Score -2782848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2782857.000000 Penalty: 3381.946289
	Iteration 58Q: 3 clusters Score -2782857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2782858.500000 Penalty: 3381.946289
	Iteration 59Q: 3 clusters Score -2782858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2782847.000000 Penalty: 3381.946289
	Iteration 60F: 3 clusters Score -2782847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2782849.750000 Penalty: 3381.946289
	Iteration 61Q: 3 clusters Score -2782850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2782858.500000 Penalty: 3381.946289
	Iteration 62Q: 3 clusters Score -2782858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2782863.000000 Penalty: 3381.946289
	Iteration 63Q: 3 clusters Score -2782863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2782872.000000 Penalty: 3381.946289
	Iteration 64Q: 3 clusters Score -2782872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2782868.000000 Penalty: 3381.946289
	Iteration 65Q: 3 clusters Score -2782868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2782876.500000 Penalty: 3381.946289
	Iteration 66Q: 3 clusters Score -2782876 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2782888.750000 Penalty: 3381.946289
	Iteration 67Q: 3 clusters Score -2782889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2782891.500000 Penalty: 3381.946289
	Iteration 68Q: 3 clusters Score -2782892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2782900.750000 Penalty: 3381.946289
	Iteration 69Q: 3 clusters Score -2782901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2782907.750000 Penalty: 3381.946289
	Iteration 70Q: 3 clusters Score -2782908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2782911.000000 Penalty: 3381.946289
	Iteration 71Q: 3 clusters Score -2782911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2782916.000000 Penalty: 3381.946289
	Iteration 72Q: 3 clusters Score -2782916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2782935.500000 Penalty: 3381.946289
	Iteration 73Q: 3 clusters Score -2782936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2782935.750000 Penalty: 3381.946289
	Iteration 74Q: 3 clusters Score -2782936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2782946.500000 Penalty: 3381.946289
	Iteration 75Q: 3 clusters Score -2782946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2782942.500000 Penalty: 3381.946289
	Iteration 76Q: 3 clusters Score -2782942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2782945.500000 Penalty: 3381.946289
	Iteration 77Q: 3 clusters Score -2782946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2782947.000000 Penalty: 3381.946289
	Iteration 78Q: 3 clusters Score -2782947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2782945.750000 Penalty: 3381.946289
	Iteration 79Q: 3 clusters Score -2782946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2782942.750000 Penalty: 3381.946289
	Iteration 80F: 3 clusters Score -2782943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2782954.250000 Penalty: 3381.946289
	Iteration 81Q: 3 clusters Score -2782954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2782957.500000 Penalty: 3381.946289
	Iteration 82Q: 3 clusters Score -2782958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2782964.250000 Penalty: 3381.946289
	Iteration 83Q: 3 clusters Score -2782964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2782968.250000 Penalty: 3381.946289
	Iteration 84Q: 3 clusters Score -2782968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2782968.750000 Penalty: 3381.946289
	Iteration 85Q: 3 clusters Score -2782969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2782974.500000 Penalty: 3381.946289
	Iteration 86Q: 3 clusters Score -2782974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2782969.500000 Penalty: 3381.946289
	Iteration 87Q: 3 clusters Score -2782970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2782982.500000 Penalty: 3381.946289
	Iteration 88Q: 3 clusters Score -2782982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2782993.750000 Penalty: 3381.946289
	Iteration 89Q: 3 clusters Score -2782994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2782995.500000 Penalty: 3381.946289
	Iteration 90Q: 3 clusters Score -2782996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2783002.000000 Penalty: 3381.946289
	Iteration 91Q: 3 clusters Score -2783002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2782997.750000 Penalty: 3381.946289
	Iteration 92Q: 3 clusters Score -2782998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2783008.000000 Penalty: 3381.946289
	Iteration 93Q: 3 clusters Score -2783008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2783004.500000 Penalty: 3381.946289
	Iteration 94Q: 3 clusters Score -2783004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2783017.000000 Penalty: 3381.946289
	Iteration 95Q: 3 clusters Score -2783017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2783021.250000 Penalty: 3381.946289
	Iteration 96Q: 3 clusters Score -2783021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2783018.000000 Penalty: 3381.946289
	Iteration 97Q: 3 clusters Score -2783018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2783017.250000 Penalty: 3381.946289
	Iteration 98Q: 3 clusters Score -2783017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2783026.250000 Penalty: 3381.946289
	Iteration 99Q: 3 clusters Score -2783026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2783033.250000 Penalty: 3381.946289
	Iteration 100F: 3 clusters Score -2783033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2783033.000000 Penalty: 3381.946289
	Iteration 101Q: 3 clusters Score -2783033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2783043.000000 Penalty: 3381.946289
	Iteration 102Q: 3 clusters Score -2783043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2783046.500000 Penalty: 3381.946289
	Iteration 103Q: 3 clusters Score -2783046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2783042.750000 Penalty: 3381.946289
	Iteration 104Q: 3 clusters Score -2783043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2783047.250000 Penalty: 3381.946289
	Iteration 105Q: 3 clusters Score -2783047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2783040.750000 Penalty: 3381.946289
	Iteration 106Q: 3 clusters Score -2783041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2783047.000000 Penalty: 3381.946289
	Iteration 107Q: 3 clusters Score -2783047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2783043.750000 Penalty: 3381.946289
	Iteration 108Q: 3 clusters Score -2783044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2783044.500000 Penalty: 3381.946289
	Iteration 109Q: 3 clusters Score -2783044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2783047.750000 Penalty: 3381.946289
	Iteration 110Q: 3 clusters Score -2783048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2783042.500000 Penalty: 3381.946289
	Iteration 111Q: 3 clusters Score -2783042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2783039.750000 Penalty: 3381.946289
	Iteration 112Q: 3 clusters Score -2783040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2783046.750000 Penalty: 3381.946289
	Iteration 113Q: 3 clusters Score -2783047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2783039.000000 Penalty: 3381.946289
	Iteration 114Q: 3 clusters Score -2783039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2783039.500000 Penalty: 3381.946289
	Iteration 115Q: 3 clusters Score -2783040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2783042.750000 Penalty: 3381.946289
	Iteration 116Q: 3 clusters Score -2783043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2783042.250000 Penalty: 3381.946289
	Iteration 117Q: 3 clusters Score -2783042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2783046.000000 Penalty: 3381.946289
	Iteration 118Q: 3 clusters Score -2783046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2783044.250000 Penalty: 3381.946289
	Iteration 119Q: 3 clusters Score -2783044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2783042.000000 Penalty: 3381.946289
	Iteration 120F: 3 clusters Score -2783042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2783043.500000 Penalty: 3381.946289
	Iteration 121Q: 3 clusters Score -2783044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2783047.750000 Penalty: 3381.946289
	Iteration 122Q: 3 clusters Score -2783048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2783048.000000 Penalty: 3381.946289
	Iteration 123Q: 3 clusters Score -2783048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2783041.500000 Penalty: 3381.946289
	Iteration 124Q: 3 clusters Score -2783042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2783048.000000 Penalty: 3381.946289
	Iteration 125Q: 3 clusters Score -2783048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2783046.500000 Penalty: 3381.946289
	Iteration 126Q: 3 clusters Score -2783046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2783047.750000 Penalty: 3381.946289
	Iteration 127Q: 3 clusters Score -2783048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2783043.000000 Penalty: 3381.946289
	Iteration 128Q: 3 clusters Score -2783043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2783050.000000 Penalty: 3381.946289
	Iteration 129Q: 3 clusters Score -2783050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2783048.750000 Penalty: 3381.946289
	Iteration 130Q: 3 clusters Score -2783049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2783048.000000 Penalty: 3381.946289
	Iteration 131Q: 3 clusters Score -2783048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2783047.000000 Penalty: 3381.946289
	Iteration 132Q: 3 clusters Score -2783047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2783045.000000 Penalty: 3381.946289
	Iteration 133Q: 3 clusters Score -2783045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2783047.250000 Penalty: 3381.946289
	Iteration 134Q: 3 clusters Score -2783047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2783045.500000 Penalty: 3381.946289
	Iteration 135Q: 3 clusters Score -2783046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2783044.500000 Penalty: 3381.946289
	Iteration 136Q: 3 clusters Score -2783044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2783041.000000 Penalty: 3381.946289
	Iteration 137Q: 3 clusters Score -2783041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2783048.750000 Penalty: 3381.946289
	Iteration 138Q: 3 clusters Score -2783049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2783051.000000 Penalty: 3381.946289
	Iteration 139Q: 3 clusters Score -2783051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2783048.750000 Penalty: 3381.946289
	Iteration 140F: 3 clusters Score -2783049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2783048.750000 Penalty: 3381.946289
	Iteration 141Q: 3 clusters Score -2783049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2783050.250000 Penalty: 3381.946289
	Iteration 142Q: 3 clusters Score -2783050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2783050.750000 Penalty: 3381.946289
	Iteration 143Q: 3 clusters Score -2783051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2783053.750000 Penalty: 3381.946289
	Iteration 144Q: 3 clusters Score -2783054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2783054.250000 Penalty: 3381.946289
	Iteration 145Q: 3 clusters Score -2783054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2783058.750000 Penalty: 3381.946289
	Iteration 146Q: 3 clusters Score -2783059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2783057.000000 Penalty: 3381.946289
	Iteration 147Q: 3 clusters Score -2783057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2783056.250000 Penalty: 3381.946289
	Iteration 148Q: 3 clusters Score -2783056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2783056.750000 Penalty: 3381.946289
	Iteration 149Q: 3 clusters Score -2783057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2783055.500000 Penalty: 3381.946289
	Iteration 150Q: 3 clusters Score -2783056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2783054.750000 Penalty: 3381.946289
	Iteration 151Q: 3 clusters Score -2783055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2783054.000000 Penalty: 3381.946289
	Iteration 152Q: 3 clusters Score -2783054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2783054.000000 Penalty: 3381.946289
	Iteration 153Q: 3 clusters Score -2783054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2783057.000000 Penalty: 3381.946289
	Iteration 154Q: 3 clusters Score -2783057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2783058.250000 Penalty: 3381.946289
	Iteration 155Q: 3 clusters Score -2783058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2783058.250000 Penalty: 3381.946289
	Iteration 156F: 3 clusters Score -2783058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -853482.687500 Penalty: 1514.834839
	Iteration 0F: 2 clusters Score -853482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -845674.812500 Penalty: 3029.669678
	Iteration 0F: 3 clusters Score -845674.8 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -850385.687500 Penalty: 3029.669678
	Iteration 1F: 3 clusters Score -850385.7 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -852415.687500 Penalty: 3029.669678
	Iteration 2F: 3 clusters Score -852415.7 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -853795.875000 Penalty: 3029.669678
	Iteration 3F: 3 clusters Score -853795.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -854952.562500 Penalty: 3029.669678
	Iteration 4F: 3 clusters Score -854952.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -855766.125000 Penalty: 3029.669678
	Iteration 5F: 3 clusters Score -855766.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -856305.875000 Penalty: 3029.669678
	Iteration 6Q: 3 clusters Score -856305.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -856598.625000 Penalty: 3029.669678
	Iteration 7Q: 3 clusters Score -856598.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -856754.562500 Penalty: 3029.669678
	Iteration 8Q: 3 clusters Score -856754.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -856848.750000 Penalty: 3029.669678
	Iteration 9Q: 3 clusters Score -856848.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -856897.875000 Penalty: 3029.669678
	Iteration 10Q: 3 clusters Score -856897.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -856930.500000 Penalty: 3029.669678
	Iteration 11Q: 3 clusters Score -856930.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -856946.750000 Penalty: 3029.669678
	Iteration 12Q: 3 clusters Score -856946.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -856952.500000 Penalty: 3029.669678
	Iteration 13Q: 3 clusters Score -856952.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -856957.187500 Penalty: 3029.669678
	Iteration 14Q: 3 clusters Score -856957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -856957.000000 Penalty: 3029.669678
	Iteration 15Q: 3 clusters Score -856957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -856958.250000 Penalty: 3029.669678
	Iteration 16Q: 3 clusters Score -856958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -856958.875000 Penalty: 3029.669678
	Iteration 17Q: 3 clusters Score -856958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -856960.125000 Penalty: 3029.669678
	Iteration 18Q: 3 clusters Score -856960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -856960.187500 Penalty: 3029.669678
	Iteration 19Q: 3 clusters Score -856960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -856958.812500 Penalty: 3029.669678
	Iteration 20F: 3 clusters Score -856958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 8766 members 
Entering Unmasked Estep 
Score: -76236152.000000 Penalty: 53449.867188
Splitting cluster 16 changes total score from -76221744.000000 to -76236152.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (87352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Entering Unmasked Estep 
Score: -7779167.000000 Penalty: 1848.876343
	Iteration 0F: 2 clusters Score -7779167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7720593.500000 Penalty: 3697.752686
	Iteration 0F: 3 clusters Score -7720594 nChanged 41849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7744712.000000 Penalty: 3697.752686
	Iteration 1F: 3 clusters Score -7744712 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7745608.500000 Penalty: 3697.752686
	Iteration 2Q: 3 clusters Score -7745608 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7747035.000000 Penalty: 3697.752686
	Iteration 3Q: 3 clusters Score -7747035 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -7749851.000000 Penalty: 3697.752686
	Iteration 4F: 3 clusters Score -7749851 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -7754583.500000 Penalty: 3697.752686
	Iteration 5F: 3 clusters Score -7754584 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -7761847.500000 Penalty: 3697.752686
	Iteration 6F: 3 clusters Score -7761848 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7769191.500000 Penalty: 3697.752686
	Iteration 7F: 3 clusters Score -7769192 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7774137.000000 Penalty: 3697.752686
	Iteration 8F: 3 clusters Score -7774137 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7776433.000000 Penalty: 3697.752686
	Iteration 9Q: 3 clusters Score -7776433 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7777242.500000 Penalty: 3697.752686
	Iteration 10Q: 3 clusters Score -7777242 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7777580.000000 Penalty: 3697.752686
	Iteration 11Q: 3 clusters Score -7777580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7777753.000000 Penalty: 3697.752686
	Iteration 12Q: 3 clusters Score -7777753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7777837.500000 Penalty: 3697.752686
	Iteration 13Q: 3 clusters Score -7777838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7777876.500000 Penalty: 3697.752686
	Iteration 14Q: 3 clusters Score -7777876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7777930.000000 Penalty: 3697.752686
	Iteration 15Q: 3 clusters Score -7777930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7777947.500000 Penalty: 3697.752686
	Iteration 16Q: 3 clusters Score -7777948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7777961.000000 Penalty: 3697.752686
	Iteration 17Q: 3 clusters Score -7777961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7777967.000000 Penalty: 3697.752686
	Iteration 18Q: 3 clusters Score -7777967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7777981.000000 Penalty: 3697.752686
	Iteration 19Q: 3 clusters Score -7777981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7777990.500000 Penalty: 3697.752686
	Iteration 20F: 3 clusters Score -7777990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7777994.500000 Penalty: 3697.752686
	Iteration 21Q: 3 clusters Score -7777994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7778002.500000 Penalty: 3697.752686
	Iteration 22Q: 3 clusters Score -7778002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7778005.500000 Penalty: 3697.752686
	Iteration 23Q: 3 clusters Score -7778006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7778005.000000 Penalty: 3697.752686
	Iteration 24Q: 3 clusters Score -7778005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7778013.000000 Penalty: 3697.752686
	Iteration 25Q: 3 clusters Score -7778013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7778012.500000 Penalty: 3697.752686
	Iteration 26Q: 3 clusters Score -7778012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7778013.000000 Penalty: 3697.752686
	Iteration 27Q: 3 clusters Score -7778013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7778008.000000 Penalty: 3697.752686
	Iteration 28Q: 3 clusters Score -7778008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7778008.000000 Penalty: 3697.752686
	Iteration 29F: 3 clusters Score -7778008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Entering Unmasked Estep 
Score: -4479513.500000 Penalty: 1765.117676
	Iteration 0F: 2 clusters Score -4479514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4444883.500000 Penalty: 3530.235352
	Iteration 0F: 3 clusters Score -4444884 nChanged 24380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4459012.500000 Penalty: 3530.235352
	Iteration 1F: 3 clusters Score -4459012 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4460097.000000 Penalty: 3530.235352
	Iteration 2Q: 3 clusters Score -4460097 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4461803.500000 Penalty: 3530.235352
	Iteration 3F: 3 clusters Score -4461804 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4464416.500000 Penalty: 3530.235352
	Iteration 4F: 3 clusters Score -4464416 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4467686.000000 Penalty: 3530.235352
	Iteration 5F: 3 clusters Score -4467686 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4470680.000000 Penalty: 3530.235352
	Iteration 6F: 3 clusters Score -4470680 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -4473043.000000 Penalty: 3530.235352
	Iteration 7F: 3 clusters Score -4473043 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -4474952.500000 Penalty: 3530.235352
	Iteration 8Q: 3 clusters Score -4474952 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -4476344.000000 Penalty: 3530.235352
	Iteration 9Q: 3 clusters Score -4476344 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -4477232.000000 Penalty: 3530.235352
	Iteration 10Q: 3 clusters Score -4477232 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -4477744.500000 Penalty: 3530.235352
	Iteration 11Q: 3 clusters Score -4477744 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -4478078.000000 Penalty: 3530.235352
	Iteration 12Q: 3 clusters Score -4478078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -4478255.500000 Penalty: 3530.235352
	Iteration 13Q: 3 clusters Score -4478256 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -4478337.500000 Penalty: 3530.235352
	Iteration 14Q: 3 clusters Score -4478338 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -4478398.000000 Penalty: 3530.235352
	Iteration 15Q: 3 clusters Score -4478398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -4478419.500000 Penalty: 3530.235352
	Iteration 16Q: 3 clusters Score -4478420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -4478444.000000 Penalty: 3530.235352
	Iteration 17Q: 3 clusters Score -4478444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -4478478.500000 Penalty: 3530.235352
	Iteration 18Q: 3 clusters Score -4478478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -4478499.000000 Penalty: 3530.235352
	Iteration 19Q: 3 clusters Score -4478499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -4478502.500000 Penalty: 3530.235352
	Iteration 20F: 3 clusters Score -4478502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -4478524.500000 Penalty: 3530.235352
	Iteration 21Q: 3 clusters Score -4478524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -4478537.500000 Penalty: 3530.235352
	Iteration 22Q: 3 clusters Score -4478538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -4478560.500000 Penalty: 3530.235352
	Iteration 23Q: 3 clusters Score -4478560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -4478559.000000 Penalty: 3530.235352
	Iteration 24Q: 3 clusters Score -4478559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -4478558.000000 Penalty: 3530.235352
	Iteration 25Q: 3 clusters Score -4478558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -4478574.500000 Penalty: 3530.235352
	Iteration 26Q: 3 clusters Score -4478574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -4478576.500000 Penalty: 3530.235352
	Iteration 27Q: 3 clusters Score -4478576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -4478576.000000 Penalty: 3530.235352
	Iteration 28Q: 3 clusters Score -4478576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -4478576.000000 Penalty: 3530.235352
	Iteration 29Q: 3 clusters Score -4478576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -4478569.000000 Penalty: 3530.235352
	Iteration 30Q: 3 clusters Score -4478569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -4478572.500000 Penalty: 3530.235352
	Iteration 31Q: 3 clusters Score -4478572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -4478580.500000 Penalty: 3530.235352
	Iteration 32Q: 3 clusters Score -4478580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -4478580.500000 Penalty: 3530.235352
	Iteration 33Q: 3 clusters Score -4478580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -4478582.500000 Penalty: 3530.235352
	Iteration 34Q: 3 clusters Score -4478582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -4478582.000000 Penalty: 3530.235352
	Iteration 35Q: 3 clusters Score -4478582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -4478578.500000 Penalty: 3530.235352
	Iteration 36Q: 3 clusters Score -4478578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -4478577.500000 Penalty: 3530.235352
	Iteration 37Q: 3 clusters Score -4478578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -4478579.500000 Penalty: 3530.235352
	Iteration 38Q: 3 clusters Score -4478580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -4478573.000000 Penalty: 3530.235352
	Iteration 39Q: 3 clusters Score -4478573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -4478579.000000 Penalty: 3530.235352
	Iteration 40F: 3 clusters Score -4478579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -4478580.500000 Penalty: 3530.235352
	Iteration 41Q: 3 clusters Score -4478580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -4478582.000000 Penalty: 3530.235352
	Iteration 42Q: 3 clusters Score -4478582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -4478585.000000 Penalty: 3530.235352
	Iteration 43Q: 3 clusters Score -4478585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -4478587.500000 Penalty: 3530.235352
	Iteration 44Q: 3 clusters Score -4478588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -4478584.500000 Penalty: 3530.235352
	Iteration 45Q: 3 clusters Score -4478584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -4478584.500000 Penalty: 3530.235352
	Iteration 46Q: 3 clusters Score -4478584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -4478588.000000 Penalty: 3530.235352
	Iteration 47Q: 3 clusters Score -4478588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -4478595.000000 Penalty: 3530.235352
	Iteration 48Q: 3 clusters Score -4478595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -4478595.000000 Penalty: 3530.235352
	Iteration 49Q: 3 clusters Score -4478595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -4478592.500000 Penalty: 3530.235352
	Iteration 50Q: 3 clusters Score -4478592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -4478598.500000 Penalty: 3530.235352
	Iteration 51Q: 3 clusters Score -4478598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -4478595.000000 Penalty: 3530.235352
	Iteration 52Q: 3 clusters Score -4478595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -4478596.500000 Penalty: 3530.235352
	Iteration 53Q: 3 clusters Score -4478596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -4478594.500000 Penalty: 3530.235352
	Iteration 54Q: 3 clusters Score -4478594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -4478594.000000 Penalty: 3530.235352
	Iteration 55Q: 3 clusters Score -4478594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -4478594.000000 Penalty: 3530.235352
	Iteration 56Q: 3 clusters Score -4478594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -4478594.000000 Penalty: 3530.235352
	Iteration 57F: 3 clusters Score -4478594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -586711.000000 Penalty: 1446.184082
	Iteration 0F: 2 clusters Score -586711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -581319.812500 Penalty: 2892.368164
	Iteration 0F: 3 clusters Score -581319.8 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -583561.312500 Penalty: 2892.368164
	Iteration 1F: 3 clusters Score -583561.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -584257.312500 Penalty: 2892.368164
	Iteration 2F: 3 clusters Score -584257.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -584955.750000 Penalty: 2892.368164
	Iteration 3F: 3 clusters Score -584955.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -585523.062500 Penalty: 2892.368164
	Iteration 4F: 3 clusters Score -585523.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -585879.562500 Penalty: 2892.368164
	Iteration 5F: 3 clusters Score -585879.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -586115.750000 Penalty: 2892.368164
	Iteration 6Q: 3 clusters Score -586115.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -586225.437500 Penalty: 2892.368164
	Iteration 7Q: 3 clusters Score -586225.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -586283.187500 Penalty: 2892.368164
	Iteration 8Q: 3 clusters Score -586283.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -586323.937500 Penalty: 2892.368164
	Iteration 9Q: 3 clusters Score -586323.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -586361.625000 Penalty: 2892.368164
	Iteration 10Q: 3 clusters Score -586361.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -586389.812500 Penalty: 2892.368164
	Iteration 11Q: 3 clusters Score -586389.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -586419.000000 Penalty: 2892.368164
	Iteration 12Q: 3 clusters Score -586419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -586443.937500 Penalty: 2892.368164
	Iteration 13Q: 3 clusters Score -586443.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -586459.250000 Penalty: 2892.368164
	Iteration 14Q: 3 clusters Score -586459.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -586475.812500 Penalty: 2892.368164
	Iteration 15Q: 3 clusters Score -586475.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -586495.750000 Penalty: 2892.368164
	Iteration 16Q: 3 clusters Score -586495.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -586513.937500 Penalty: 2892.368164
	Iteration 17Q: 3 clusters Score -586513.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -586526.250000 Penalty: 2892.368164
	Iteration 18Q: 3 clusters Score -586526.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -586539.750000 Penalty: 2892.368164
	Iteration 19Q: 3 clusters Score -586539.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -586545.812500 Penalty: 2892.368164
	Iteration 20F: 3 clusters Score -586545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -586549.312500 Penalty: 2892.368164
	Iteration 21Q: 3 clusters Score -586549.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -586553.187500 Penalty: 2892.368164
	Iteration 22Q: 3 clusters Score -586553.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -586557.687500 Penalty: 2892.368164
	Iteration 23Q: 3 clusters Score -586557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -586560.250000 Penalty: 2892.368164
	Iteration 24Q: 3 clusters Score -586560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -586562.625000 Penalty: 2892.368164
	Iteration 25Q: 3 clusters Score -586562.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -586563.937500 Penalty: 2892.368164
	Iteration 26Q: 3 clusters Score -586563.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -586565.687500 Penalty: 2892.368164
	Iteration 27Q: 3 clusters Score -586565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -586565.687500 Penalty: 2892.368164
	Iteration 28Q: 3 clusters Score -586565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -586565.062500 Penalty: 2892.368164
	Iteration 29Q: 3 clusters Score -586565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -586566.187500 Penalty: 2892.368164
	Iteration 30Q: 3 clusters Score -586566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -586565.375000 Penalty: 2892.368164
	Iteration 31Q: 3 clusters Score -586565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -586566.375000 Penalty: 2892.368164
	Iteration 32Q: 3 clusters Score -586566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -586566.500000 Penalty: 2892.368164
	Iteration 33Q: 3 clusters Score -586566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -586566.500000 Penalty: 2892.368164
	Iteration 34F: 3 clusters Score -586566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Entering Unmasked Estep 
Score: -5283896.500000 Penalty: 1791.067139
	Iteration 0F: 2 clusters Score -5283896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -5242852.500000 Penalty: 3582.134277
	Iteration 0F: 3 clusters Score -5242852 nChanged 29129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5259861.000000 Penalty: 3582.134277
	Iteration 1F: 3 clusters Score -5259861 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5260647.500000 Penalty: 3582.134277
	Iteration 2Q: 3 clusters Score -5260648 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5261507.000000 Penalty: 3582.134277
	Iteration 3Q: 3 clusters Score -5261507 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5262706.500000 Penalty: 3582.134277
	Iteration 4Q: 3 clusters Score -5262706 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5264522.000000 Penalty: 3582.134277
	Iteration 5F: 3 clusters Score -5264522 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5267024.000000 Penalty: 3582.134277
	Iteration 6F: 3 clusters Score -5267024 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5270113.500000 Penalty: 3582.134277
	Iteration 7F: 3 clusters Score -5270114 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -5273414.500000 Penalty: 3582.134277
	Iteration 8F: 3 clusters Score -5273414 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5275850.000000 Penalty: 3582.134277
	Iteration 9F: 3 clusters Score -5275850 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5277193.000000 Penalty: 3582.134277
	Iteration 10Q: 3 clusters Score -5277193 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5277918.000000 Penalty: 3582.134277
	Iteration 11Q: 3 clusters Score -5277918 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5278462.000000 Penalty: 3582.134277
	Iteration 12Q: 3 clusters Score -5278462 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -5278942.000000 Penalty: 3582.134277
	Iteration 13Q: 3 clusters Score -5278942 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -5279524.500000 Penalty: 3582.134277
	Iteration 14Q: 3 clusters Score -5279524 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5280150.500000 Penalty: 3582.134277
	Iteration 15Q: 3 clusters Score -5280150 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5280873.500000 Penalty: 3582.134277
	Iteration 16Q: 3 clusters Score -5280874 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -5281698.500000 Penalty: 3582.134277
	Iteration 17Q: 3 clusters Score -5281698 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -5282607.000000 Penalty: 3582.134277
	Iteration 18Q: 3 clusters Score -5282607 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -5283665.500000 Penalty: 3582.134277
	Iteration 19Q: 3 clusters Score -5283666 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5285050.500000 Penalty: 3582.134277
	Iteration 20F: 3 clusters Score -5285050 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -5287094.500000 Penalty: 3582.134277
	Iteration 21Q: 3 clusters Score -5287094 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5289791.000000 Penalty: 3582.134277
	Iteration 22Q: 3 clusters Score -5289791 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5291752.000000 Penalty: 3582.134277
	Iteration 23Q: 3 clusters Score -5291752 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5292698.000000 Penalty: 3582.134277
	Iteration 24Q: 3 clusters Score -5292698 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -5293214.000000 Penalty: 3582.134277
	Iteration 25Q: 3 clusters Score -5293214 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5293552.500000 Penalty: 3582.134277
	Iteration 26Q: 3 clusters Score -5293552 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5293776.000000 Penalty: 3582.134277
	Iteration 27Q: 3 clusters Score -5293776 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5294024.000000 Penalty: 3582.134277
	Iteration 28Q: 3 clusters Score -5294024 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5294268.000000 Penalty: 3582.134277
	Iteration 29Q: 3 clusters Score -5294268 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5294447.000000 Penalty: 3582.134277
	Iteration 30Q: 3 clusters Score -5294447 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5294578.000000 Penalty: 3582.134277
	Iteration 31Q: 3 clusters Score -5294578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5294680.000000 Penalty: 3582.134277
	Iteration 32Q: 3 clusters Score -5294680 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -5294757.500000 Penalty: 3582.134277
	Iteration 33Q: 3 clusters Score -5294758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5294801.000000 Penalty: 3582.134277
	Iteration 34Q: 3 clusters Score -5294801 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5294850.500000 Penalty: 3582.134277
	Iteration 35Q: 3 clusters Score -5294850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5294874.000000 Penalty: 3582.134277
	Iteration 36Q: 3 clusters Score -5294874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5294887.500000 Penalty: 3582.134277
	Iteration 37Q: 3 clusters Score -5294888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5294892.500000 Penalty: 3582.134277
	Iteration 38Q: 3 clusters Score -5294892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -5294892.500000 Penalty: 3582.134277
	Iteration 39Q: 3 clusters Score -5294892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5294893.000000 Penalty: 3582.134277
	Iteration 40F: 3 clusters Score -5294893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -5294896.500000 Penalty: 3582.134277
	Iteration 41Q: 3 clusters Score -5294896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -5294907.000000 Penalty: 3582.134277
	Iteration 42Q: 3 clusters Score -5294907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -5294900.000000 Penalty: 3582.134277
	Iteration 43Q: 3 clusters Score -5294900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5294901.500000 Penalty: 3582.134277
	Iteration 44Q: 3 clusters Score -5294902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5294903.500000 Penalty: 3582.134277
	Iteration 45Q: 3 clusters Score -5294904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5294905.000000 Penalty: 3582.134277
	Iteration 46Q: 3 clusters Score -5294905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5294901.500000 Penalty: 3582.134277
	Iteration 47Q: 3 clusters Score -5294902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5294901.000000 Penalty: 3582.134277
	Iteration 48Q: 3 clusters Score -5294901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5294896.500000 Penalty: 3582.134277
	Iteration 49Q: 3 clusters Score -5294896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5294898.500000 Penalty: 3582.134277
	Iteration 50Q: 3 clusters Score -5294898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5294898.500000 Penalty: 3582.134277
	Iteration 51F: 3 clusters Score -5294898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 15392 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 45811 members 
Entering Unmasked Estep 
Score: -76246352.000000 Penalty: 55676.945312
Splitting cluster 20 changes total score from -76221744.000000 to -76246352.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -117330.851562 Penalty: 1184.672607
	Iteration 0F: 2 clusters Score -117330.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115574.898438 Penalty: 2369.345215
	Iteration 0F: 3 clusters Score -115574.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115929.992188 Penalty: 2369.345215
	Iteration 1F: 3 clusters Score -115930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116031.187500 Penalty: 2369.345215
	Iteration 2F: 3 clusters Score -116031.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -116088.289062 Penalty: 2369.345215
	Iteration 3Q: 3 clusters Score -116088.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -116126.671875 Penalty: 2369.345215
	Iteration 4Q: 3 clusters Score -116126.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -116155.414062 Penalty: 2369.345215
	Iteration 5Q: 3 clusters Score -116155.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -116176.460938 Penalty: 2369.345215
	Iteration 6Q: 3 clusters Score -116176.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116190.460938 Penalty: 2369.345215
	Iteration 7Q: 3 clusters Score -116190.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116206.937500 Penalty: 2369.345215
	Iteration 8Q: 3 clusters Score -116206.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -116222.640625 Penalty: 2369.345215
	Iteration 9Q: 3 clusters Score -116222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -116237.585938 Penalty: 2369.345215
	Iteration 10Q: 3 clusters Score -116237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -116250.718750 Penalty: 2369.345215
	Iteration 11Q: 3 clusters Score -116250.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -116265.109375 Penalty: 2369.345215
	Iteration 12Q: 3 clusters Score -116265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116284.929688 Penalty: 2369.345215
	Iteration 13Q: 3 clusters Score -116284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -116296.515625 Penalty: 2369.345215
	Iteration 14Q: 3 clusters Score -116296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116306.171875 Penalty: 2369.345215
	Iteration 15Q: 3 clusters Score -116306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116314.585938 Penalty: 2369.345215
	Iteration 16Q: 3 clusters Score -116314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116327.296875 Penalty: 2369.345215
	Iteration 17Q: 3 clusters Score -116327.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -116337.148438 Penalty: 2369.345215
	Iteration 18Q: 3 clusters Score -116337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116343.546875 Penalty: 2369.345215
	Iteration 19Q: 3 clusters Score -116343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -116350.859375 Penalty: 2369.345215
	Iteration 20F: 3 clusters Score -116350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116360.937500 Penalty: 2369.345215
	Iteration 21Q: 3 clusters Score -116360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116374.867188 Penalty: 2369.345215
	Iteration 22Q: 3 clusters Score -116374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116382.968750 Penalty: 2369.345215
	Iteration 23Q: 3 clusters Score -116383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116390.796875 Penalty: 2369.345215
	Iteration 24Q: 3 clusters Score -116390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -116396.726562 Penalty: 2369.345215
	Iteration 25Q: 3 clusters Score -116396.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -116405.453125 Penalty: 2369.345215
	Iteration 26Q: 3 clusters Score -116405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116413.734375 Penalty: 2369.345215
	Iteration 27Q: 3 clusters Score -116413.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -116430.179688 Penalty: 2369.345215
	Iteration 28Q: 3 clusters Score -116430.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116452.578125 Penalty: 2369.345215
	Iteration 29Q: 3 clusters Score -116452.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116492.593750 Penalty: 2369.345215
	Iteration 30Q: 3 clusters Score -116492.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -116553.179688 Penalty: 2369.345215
	Iteration 31Q: 3 clusters Score -116553.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116621.640625 Penalty: 2369.345215
	Iteration 32Q: 3 clusters Score -116621.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -116668.304688 Penalty: 2369.345215
	Iteration 33Q: 3 clusters Score -116668.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116704.640625 Penalty: 2369.345215
	Iteration 34Q: 3 clusters Score -116704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -116727.117188 Penalty: 2369.345215
	Iteration 35Q: 3 clusters Score -116727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -116746.132812 Penalty: 2369.345215
	Iteration 36Q: 3 clusters Score -116746.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -116768.500000 Penalty: 2369.345215
	Iteration 37Q: 3 clusters Score -116768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -116777.656250 Penalty: 2369.345215
	Iteration 38Q: 3 clusters Score -116777.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -116793.148438 Penalty: 2369.345215
	Iteration 39Q: 3 clusters Score -116793.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -116810.492188 Penalty: 2369.345215
	Iteration 40F: 3 clusters Score -116810.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -116822.820312 Penalty: 2369.345215
	Iteration 41Q: 3 clusters Score -116822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -116838.968750 Penalty: 2369.345215
	Iteration 42Q: 3 clusters Score -116839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116850.648438 Penalty: 2369.345215
	Iteration 43Q: 3 clusters Score -116850.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -116858.976562 Penalty: 2369.345215
	Iteration 44Q: 3 clusters Score -116859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116865.914062 Penalty: 2369.345215
	Iteration 45Q: 3 clusters Score -116865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116875.007812 Penalty: 2369.345215
	Iteration 46Q: 3 clusters Score -116875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -116880.984375 Penalty: 2369.345215
	Iteration 47Q: 3 clusters Score -116881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -116882.984375 Penalty: 2369.345215
	Iteration 48Q: 3 clusters Score -116883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116883.718750 Penalty: 2369.345215
	Iteration 49Q: 3 clusters Score -116883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116883.835938 Penalty: 2369.345215
	Iteration 50Q: 3 clusters Score -116883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116883.835938 Penalty: 2369.345215
	Iteration 51F: 3 clusters Score -116883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 13498 members 
Mstep: Class 5 contains 86566 members 
Mstep: Class 6 contains 16456 members 
Mstep: Class 7 contains 191928 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 119791 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 15 contains 33057 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 15392 members 
Mstep: Class 21 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76256160.000000 Penalty: 55676.945312
Iteration 39Q: 26 clusters Score -7.625616e+07 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 91790 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 86841 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 190533 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 33173 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 24540 members 
Mstep: Class 12 contains 124339 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 11898 members 
Mstep: Class 15 contains 33071 members 
Mstep: Class 16 contains 2428 members 
Mstep: Class 17 contains 87549 members 
Mstep: Class 18 contains 52081 members 
Mstep: Class 19 contains 7448 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 9114 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 8544 members 
Mstep: Class 25 contains 42846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76269048.000000 Penalty: 55676.945312
Iteration 40F: 26 clusters Score -7.626905e+07 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 92511 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 5 contains 86110 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 7 contains 186870 members 
Mstep: Class 8 contains 11470 members 
Mstep: Class 9 contains 32861 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 24375 members 
Mstep: Class 12 contains 130000 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 11932 members 
Mstep: Class 15 contains 31994 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 86452 members 
Mstep: Class 18 contains 51012 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 15972 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 10612 members 
Mstep: Class 23 contains 6040 members 
Mstep: Class 24 contains 9010 members 
Mstep: Class 25 contains 42972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76277160.000000 Penalty: 55676.945312
Iteration 41Q: 26 clusters Score -7.627716e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 93200 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 85515 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 183760 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 9 contains 32662 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 24161 members 
Mstep: Class 12 contains 134955 members 
Mstep: Class 13 contains 3581 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 31116 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 85508 members 
Mstep: Class 18 contains 50204 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 16256 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 11759 members 
Mstep: Class 23 contains 6498 members 
Mstep: Class 24 contains 9201 members 
Mstep: Class 25 contains 42905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282328.000000 Penalty: 55676.945312
Iteration 42Q: 26 clusters Score -7.628233e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 93887 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 85041 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 7 contains 181267 members 
Mstep: Class 8 contains 11554 members 
Mstep: Class 9 contains 32491 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 23869 members 
Mstep: Class 12 contains 139092 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 11997 members 
Mstep: Class 15 contains 30477 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 84646 members 
Mstep: Class 18 contains 49520 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 16501 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 9246 members 
Mstep: Class 25 contains 42802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76285536.000000 Penalty: 55676.945312
Iteration 43Q: 26 clusters Score -7.628554e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 94444 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 12915 members 
Mstep: Class 5 contains 84704 members 
Mstep: Class 6 contains 17994 members 
Mstep: Class 7 contains 179408 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 32343 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 23515 members 
Mstep: Class 12 contains 142446 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 29991 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 83868 members 
Mstep: Class 18 contains 48948 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 16696 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 7026 members 
Mstep: Class 24 contains 9231 members 
Mstep: Class 25 contains 42653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288472.000000 Penalty: 55676.945312
Iteration 44Q: 26 clusters Score -7.628847e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 94951 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 84383 members 
Mstep: Class 6 contains 18400 members 
Mstep: Class 7 contains 178083 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 32225 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 23172 members 
Mstep: Class 12 contains 144994 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 12033 members 
Mstep: Class 15 contains 29625 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 83149 members 
Mstep: Class 18 contains 48419 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 16854 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 13725 members 
Mstep: Class 23 contains 7161 members 
Mstep: Class 24 contains 9130 members 
Mstep: Class 25 contains 42560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289888.000000 Penalty: 55676.945312
Iteration 45Q: 26 clusters Score -7.628989e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 95366 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 12564 members 
Mstep: Class 5 contains 84122 members 
Mstep: Class 6 contains 18839 members 
Mstep: Class 7 contains 177136 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 32139 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 22873 members 
Mstep: Class 12 contains 146973 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 29330 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 82497 members 
Mstep: Class 18 contains 48014 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 16975 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 14127 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 8998 members 
Mstep: Class 25 contains 42499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290712.000000 Penalty: 55676.945312
Iteration 46Q: 26 clusters Score -7.629071e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 95688 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 83955 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 176433 members 
Mstep: Class 8 contains 11778 members 
Mstep: Class 9 contains 32065 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 22602 members 
Mstep: Class 12 contains 148547 members 
Mstep: Class 13 contains 3708 members 
Mstep: Class 14 contains 12048 members 
Mstep: Class 15 contains 29102 members 
Mstep: Class 16 contains 2458 members 
Mstep: Class 17 contains 81922 members 
Mstep: Class 18 contains 47687 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 17077 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 14442 members 
Mstep: Class 23 contains 7273 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 42424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291656.000000 Penalty: 55676.945312
Iteration 47Q: 26 clusters Score -7.629166e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 95919 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 83832 members 
Mstep: Class 6 contains 19821 members 
Mstep: Class 7 contains 175965 members 
Mstep: Class 8 contains 11805 members 
Mstep: Class 9 contains 31993 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 22383 members 
Mstep: Class 12 contains 149766 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 81414 members 
Mstep: Class 18 contains 47411 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 20 contains 17171 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 14692 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 8554 members 
Mstep: Class 25 contains 42388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76292816.000000 Penalty: 55676.945312
Iteration 48Q: 26 clusters Score -7.629282e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 96119 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 83719 members 
Mstep: Class 6 contains 20298 members 
Mstep: Class 7 contains 175677 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 150772 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 12056 members 
Mstep: Class 15 contains 28773 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 81015 members 
Mstep: Class 18 contains 47207 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 17245 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 14904 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 8277 members 
Mstep: Class 25 contains 42259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293256.000000 Penalty: 55676.945312
Iteration 49Q: 26 clusters Score -7.629326e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 96270 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 11952 members 
Mstep: Class 5 contains 83648 members 
Mstep: Class 6 contains 20751 members 
Mstep: Class 7 contains 175477 members 
Mstep: Class 8 contains 11774 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 22064 members 
Mstep: Class 12 contains 151555 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 12064 members 
Mstep: Class 15 contains 28674 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 80655 members 
Mstep: Class 18 contains 47065 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 17307 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 15084 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 42174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293864.000000 Penalty: 55676.945312
Iteration 50Q: 26 clusters Score -7.629386e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 96351 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 83623 members 
Mstep: Class 6 contains 21194 members 
Mstep: Class 7 contains 175346 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 31802 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 21961 members 
Mstep: Class 12 contains 152154 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 28613 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 80360 members 
Mstep: Class 18 contains 46969 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 17366 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 15216 members 
Mstep: Class 23 contains 7372 members 
Mstep: Class 24 contains 7695 members 
Mstep: Class 25 contains 42071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294360.000000 Penalty: 55676.945312
Iteration 51Q: 26 clusters Score -7.629436e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 96403 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 11641 members 
Mstep: Class 5 contains 83598 members 
Mstep: Class 6 contains 21590 members 
Mstep: Class 7 contains 175242 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 31720 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 152695 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 12089 members 
Mstep: Class 15 contains 28571 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 80109 members 
Mstep: Class 18 contains 46913 members 
Mstep: Class 19 contains 7703 members 
Mstep: Class 20 contains 17431 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 15344 members 
Mstep: Class 23 contains 7379 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 41995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294760.000000 Penalty: 55676.945312
Iteration 52Q: 26 clusters Score -7.629476e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 96407 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 11480 members 
Mstep: Class 5 contains 83569 members 
Mstep: Class 6 contains 21958 members 
Mstep: Class 7 contains 175172 members 
Mstep: Class 8 contains 11772 members 
Mstep: Class 9 contains 31628 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 153271 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 12109 members 
Mstep: Class 15 contains 28541 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 79862 members 
Mstep: Class 18 contains 46878 members 
Mstep: Class 19 contains 7716 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 15468 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 41840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294968.000000 Penalty: 55676.945312
Iteration 53Q: 26 clusters Score -7.629497e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 96385 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 83538 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 175120 members 
Mstep: Class 8 contains 11767 members 
Mstep: Class 9 contains 31524 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 21745 members 
Mstep: Class 12 contains 153813 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28524 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 79645 members 
Mstep: Class 18 contains 46850 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 17545 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 15581 members 
Mstep: Class 23 contains 7377 members 
Mstep: Class 24 contains 6877 members 
Mstep: Class 25 contains 41708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76295376.000000 Penalty: 55676.945312
Iteration 54Q: 26 clusters Score -7.629538e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 96363 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 83527 members 
Mstep: Class 6 contains 22654 members 
Mstep: Class 7 contains 175088 members 
Mstep: Class 8 contains 11761 members 
Mstep: Class 9 contains 31444 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 21702 members 
Mstep: Class 12 contains 154325 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 12154 members 
Mstep: Class 15 contains 28506 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 79516 members 
Mstep: Class 18 contains 46822 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 15715 members 
Mstep: Class 23 contains 7361 members 
Mstep: Class 24 contains 6619 members 
Mstep: Class 25 contains 41479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76295760.000000 Penalty: 55676.945312
Iteration 55Q: 26 clusters Score -7.629576e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 96316 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 83514 members 
Mstep: Class 6 contains 22977 members 
Mstep: Class 7 contains 175077 members 
Mstep: Class 8 contains 11762 members 
Mstep: Class 9 contains 31359 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 21661 members 
Mstep: Class 12 contains 154791 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 28494 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 79408 members 
Mstep: Class 18 contains 46840 members 
Mstep: Class 19 contains 7713 members 
Mstep: Class 20 contains 17626 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 15843 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 41244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76296152.000000 Penalty: 55676.945312
Iteration 56Q: 26 clusters Score -7.629615e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 96265 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 10838 members 
Mstep: Class 5 contains 83483 members 
Mstep: Class 6 contains 23272 members 
Mstep: Class 7 contains 175057 members 
Mstep: Class 8 contains 11757 members 
Mstep: Class 9 contains 31287 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 21628 members 
Mstep: Class 12 contains 155217 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 12184 members 
Mstep: Class 15 contains 28489 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 79342 members 
Mstep: Class 18 contains 46876 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 20 contains 17674 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 15934 members 
Mstep: Class 23 contains 7349 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 41000 members 
Entering Unmasked Estep 
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Score: -76296728.000000 Penalty: 55676.945312
Iteration 57Q: 26 clusters Score -7.629673e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 96196 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 10688 members 
Mstep: Class 5 contains 83465 members 
Mstep: Class 6 contains 23527 members 
Mstep: Class 7 contains 175041 members 
Mstep: Class 8 contains 11755 members 
Mstep: Class 9 contains 31215 members 
Mstep: Class 10 contains 2334 members 
Mstep: Class 11 contains 21609 members 
Mstep: Class 12 contains 155580 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 12190 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 79321 members 
Mstep: Class 18 contains 46926 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 17725 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 16018 members 
Mstep: Class 23 contains 7323 members 
Mstep: Class 24 contains 5921 members 
Mstep: Class 25 contains 40792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76297320.000000 Penalty: 55676.945312
Iteration 58Q: 26 clusters Score -7.629732e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 96129 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 83436 members 
Mstep: Class 6 contains 23742 members 
Mstep: Class 7 contains 175033 members 
Mstep: Class 8 contains 11749 members 
Mstep: Class 9 contains 31155 members 
Mstep: Class 10 contains 2342 members 
Mstep: Class 11 contains 21596 members 
Mstep: Class 12 contains 155960 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 28477 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 79307 members 
Mstep: Class 18 contains 46990 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 17765 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 16106 members 
Mstep: Class 23 contains 7301 members 
Mstep: Class 24 contains 5728 members 
Mstep: Class 25 contains 40569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76297408.000000 Penalty: 55676.945312
Iteration 59Q: 26 clusters Score -7.629741e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 96069 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 83416 members 
Mstep: Class 6 contains 23942 members 
Mstep: Class 7 contains 175021 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 31083 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 21583 members 
Mstep: Class 12 contains 156349 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 12211 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 79295 members 
Mstep: Class 18 contains 47061 members 
Mstep: Class 19 contains 7712 members 
Mstep: Class 20 contains 17798 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 16176 members 
Mstep: Class 23 contains 7279 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 40326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76298040.000000 Penalty: 55676.945312
Iteration 60F: 26 clusters Score -7.629804e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 96011 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 10213 members 
Mstep: Class 5 contains 83397 members 
Mstep: Class 6 contains 24174 members 
Mstep: Class 7 contains 175022 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 9 contains 31026 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 156687 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 2541 members 
Mstep: Class 17 contains 79287 members 
Mstep: Class 18 contains 47137 members 
Mstep: Class 19 contains 7712 members 
Mstep: Class 20 contains 17825 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 16221 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 5382 members 
Mstep: Class 25 contains 40105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76298560.000000 Penalty: 55676.945312
Iteration 61Q: 26 clusters Score -7.629856e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 83350 members 
Mstep: Class 6 contains 24377 members 
Mstep: Class 7 contains 175023 members 
Mstep: Class 8 contains 11743 members 
Mstep: Class 9 contains 30988 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 21552 members 
Mstep: Class 12 contains 156986 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 12225 members 
Mstep: Class 15 contains 28449 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 79315 members 
Mstep: Class 18 contains 47211 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 17850 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 16269 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 5233 members 
Mstep: Class 25 contains 39897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76298976.000000 Penalty: 55676.945312
Iteration 62Q: 26 clusters Score -7.629898e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 95893 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 5 contains 83315 members 
Mstep: Class 6 contains 24560 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11734 members 
Mstep: Class 9 contains 30959 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 21546 members 
Mstep: Class 12 contains 157276 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 14 contains 12226 members 
Mstep: Class 15 contains 28441 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 79322 members 
Mstep: Class 18 contains 47281 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 16316 members 
Mstep: Class 23 contains 7214 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 39710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299128.000000 Penalty: 55676.945312
Iteration 63Q: 26 clusters Score -7.629913e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 95840 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 83271 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 175030 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 30932 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 21539 members 
Mstep: Class 12 contains 157528 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 12222 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 79363 members 
Mstep: Class 18 contains 47352 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 16374 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 4956 members 
Mstep: Class 25 contains 39505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299104.000000 Penalty: 55676.945312
Iteration 64Q: 26 clusters Score -7.62991e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 95793 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 9755 members 
Mstep: Class 5 contains 83225 members 
Mstep: Class 6 contains 24936 members 
Mstep: Class 7 contains 175028 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 30909 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 157725 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 28418 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 79439 members 
Mstep: Class 18 contains 47429 members 
Mstep: Class 19 contains 7682 members 
Mstep: Class 20 contains 17898 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 39326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299248.000000 Penalty: 55676.945312
Iteration 65Q: 26 clusters Score -7.629925e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 95767 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 9677 members 
Mstep: Class 5 contains 83177 members 
Mstep: Class 6 contains 25099 members 
Mstep: Class 7 contains 175036 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 30884 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 157928 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 28406 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 79478 members 
Mstep: Class 18 contains 47479 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 16464 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 39154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299408.000000 Penalty: 55676.945312
Iteration 66Q: 26 clusters Score -7.629941e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 95721 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 83140 members 
Mstep: Class 6 contains 25236 members 
Mstep: Class 7 contains 175039 members 
Mstep: Class 8 contains 11707 members 
Mstep: Class 9 contains 30860 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 158088 members 
Mstep: Class 13 contains 3815 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 28395 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 79518 members 
Mstep: Class 18 contains 47530 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 17946 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 7130 members 
Mstep: Class 24 contains 4655 members 
Mstep: Class 25 contains 39005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299576.000000 Penalty: 55676.945312
Iteration 67Q: 26 clusters Score -7.629958e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 95661 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 83109 members 
Mstep: Class 6 contains 25365 members 
Mstep: Class 7 contains 175045 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30831 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 158264 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 12206 members 
Mstep: Class 15 contains 28387 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 79542 members 
Mstep: Class 18 contains 47569 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 17969 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 38885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299536.000000 Penalty: 55676.945312
Iteration 68Q: 26 clusters Score -7.629954e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 95601 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9524 members 
Mstep: Class 5 contains 83076 members 
Mstep: Class 6 contains 25469 members 
Mstep: Class 7 contains 175053 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30805 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 158422 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 15 contains 28383 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 79563 members 
Mstep: Class 18 contains 47611 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 17991 members 
Mstep: Class 21 contains 1358 members 
Mstep: Class 22 contains 16519 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 4558 members 
Mstep: Class 25 contains 38773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299504.000000 Penalty: 55676.945312
Iteration 69Q: 26 clusters Score -7.62995e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 95550 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 9461 members 
Mstep: Class 5 contains 83061 members 
Mstep: Class 6 contains 25563 members 
Mstep: Class 7 contains 175058 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 30784 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 158549 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 28380 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 79582 members 
Mstep: Class 18 contains 47653 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 18004 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 16524 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 38684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299480.000000 Penalty: 55676.945312
Iteration 70Q: 26 clusters Score -7.629948e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 95498 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 83038 members 
Mstep: Class 6 contains 25644 members 
Mstep: Class 7 contains 175063 members 
Mstep: Class 8 contains 11686 members 
Mstep: Class 9 contains 30764 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 158671 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 79614 members 
Mstep: Class 18 contains 47695 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 16528 members 
Mstep: Class 23 contains 7046 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 38598 members 
Entering Unmasked Estep 
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Score: -76299840.000000 Penalty: 55676.945312
Iteration 71Q: 26 clusters Score -7.629984e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 95449 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 9363 members 
Mstep: Class 5 contains 83018 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 175061 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 158794 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 28376 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 79634 members 
Mstep: Class 18 contains 47728 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 18022 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 38513 members 
Entering Unmasked Estep 
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Score: -76300000.000000 Penalty: 55676.945312
Iteration 72Q: 26 clusters Score -7.63e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 95389 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 82998 members 
Mstep: Class 6 contains 25835 members 
Mstep: Class 7 contains 175065 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 30737 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 12 contains 158892 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 12206 members 
Mstep: Class 15 contains 28373 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 79645 members 
Mstep: Class 18 contains 47762 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 18030 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 16557 members 
Mstep: Class 23 contains 7032 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 38462 members 
Entering Unmasked Estep 
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Score: -76300064.000000 Penalty: 55676.945312
Iteration 73Q: 26 clusters Score -7.630006e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 95342 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 82982 members 
Mstep: Class 6 contains 25940 members 
Mstep: Class 7 contains 175063 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 158994 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 28370 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 79668 members 
Mstep: Class 18 contains 47784 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 18033 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 7032 members 
Mstep: Class 24 contains 4323 members 
Mstep: Class 25 contains 38395 members 
Entering Unmasked Estep 
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Score: -76300128.000000 Penalty: 55676.945312
Iteration 74Q: 26 clusters Score -7.630013e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 95290 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 82976 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 175063 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 30709 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 159099 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 12198 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 79680 members 
Mstep: Class 18 contains 47790 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 18038 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 16553 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 38345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300224.000000 Penalty: 55676.945312
Iteration 75Q: 26 clusters Score -7.630022e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 95241 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 82984 members 
Mstep: Class 6 contains 26116 members 
Mstep: Class 7 contains 175062 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 30702 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 21501 members 
Mstep: Class 12 contains 159195 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 12193 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47795 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 18040 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 16550 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 4247 members 
Mstep: Class 25 contains 38306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300336.000000 Penalty: 55676.945312
Iteration 76Q: 26 clusters Score -7.630034e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 95181 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 9196 members 
Mstep: Class 5 contains 82989 members 
Mstep: Class 6 contains 26180 members 
Mstep: Class 7 contains 175060 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 30699 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 21504 members 
Mstep: Class 12 contains 159279 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 12193 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 79678 members 
Mstep: Class 18 contains 47794 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 18044 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 16542 members 
Mstep: Class 23 contains 7016 members 
Mstep: Class 24 contains 4212 members 
Mstep: Class 25 contains 38277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300360.000000 Penalty: 55676.945312
Iteration 77Q: 26 clusters Score -7.630036e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 95133 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 82979 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 175056 members 
Mstep: Class 8 contains 11665 members 
Mstep: Class 9 contains 30691 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 159349 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 12185 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 79678 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 18045 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 16545 members 
Mstep: Class 23 contains 7030 members 
Mstep: Class 24 contains 4179 members 
Mstep: Class 25 contains 38255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76300480.000000 Penalty: 55676.945312
Iteration 78Q: 26 clusters Score -7.630048e+07 nChanged 348
Entering ConstructFrom: 
Score: -76300480.000000 Penalty: 55676.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Entering Unmasked Estep 
Score: -1051704.250000 Penalty: 1525.710571
	Iteration 0F: 2 clusters Score -1051704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1043289.750000 Penalty: 3051.421143
	Iteration 0F: 3 clusters Score -1043290 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1045978.375000 Penalty: 3051.421143
	Iteration 1F: 3 clusters Score -1045978 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1046194.375000 Penalty: 3051.421143
	Iteration 2F: 3 clusters Score -1046194 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1046354.562500 Penalty: 3051.421143
	Iteration 3Q: 3 clusters Score -1046355 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1046479.500000 Penalty: 3051.421143
	Iteration 4Q: 3 clusters Score -1046480 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1046594.500000 Penalty: 3051.421143
	Iteration 5Q: 3 clusters Score -1046594 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1046690.437500 Penalty: 3051.421143
	Iteration 6Q: 3 clusters Score -1046690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1046782.125000 Penalty: 3051.421143
	Iteration 7Q: 3 clusters Score -1046782 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1046859.062500 Penalty: 3051.421143
	Iteration 8Q: 3 clusters Score -1046859 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1046927.937500 Penalty: 3051.421143
	Iteration 9Q: 3 clusters Score -1046928 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1046993.312500 Penalty: 3051.421143
	Iteration 10Q: 3 clusters Score -1046993 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1047072.312500 Penalty: 3051.421143
	Iteration 11Q: 3 clusters Score -1047072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1047154.437500 Penalty: 3051.421143
	Iteration 12Q: 3 clusters Score -1047154 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1047228.937500 Penalty: 3051.421143
	Iteration 13Q: 3 clusters Score -1047229 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1047311.500000 Penalty: 3051.421143
	Iteration 14Q: 3 clusters Score -1047312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1047407.750000 Penalty: 3051.421143
	Iteration 15Q: 3 clusters Score -1047408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1047511.812500 Penalty: 3051.421143
	Iteration 16Q: 3 clusters Score -1047512 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1047620.500000 Penalty: 3051.421143
	Iteration 17Q: 3 clusters Score -1047620 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1047762.312500 Penalty: 3051.421143
	Iteration 18Q: 3 clusters Score -1047762 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1047954.687500 Penalty: 3051.421143
	Iteration 19Q: 3 clusters Score -1047955 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1048244.437500 Penalty: 3051.421143
	Iteration 20F: 3 clusters Score -1048244 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1048641.125000 Penalty: 3051.421143
	Iteration 21Q: 3 clusters Score -1048641 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1048971.500000 Penalty: 3051.421143
	Iteration 22Q: 3 clusters Score -1048972 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1049156.375000 Penalty: 3051.421143
	Iteration 23Q: 3 clusters Score -1049156 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1049287.000000 Penalty: 3051.421143
	Iteration 24Q: 3 clusters Score -1049287 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1049377.250000 Penalty: 3051.421143
	Iteration 25Q: 3 clusters Score -1049377 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1049449.750000 Penalty: 3051.421143
	Iteration 26Q: 3 clusters Score -1049450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1049516.500000 Penalty: 3051.421143
	Iteration 27Q: 3 clusters Score -1049516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1049585.375000 Penalty: 3051.421143
	Iteration 28Q: 3 clusters Score -1049585 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1049644.500000 Penalty: 3051.421143
	Iteration 29Q: 3 clusters Score -1049644 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1049702.625000 Penalty: 3051.421143
	Iteration 30Q: 3 clusters Score -1049703 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1049750.000000 Penalty: 3051.421143
	Iteration 31Q: 3 clusters Score -1049750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1049789.125000 Penalty: 3051.421143
	Iteration 32Q: 3 clusters Score -1049789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1049834.500000 Penalty: 3051.421143
	Iteration 33Q: 3 clusters Score -1049834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1049872.500000 Penalty: 3051.421143
	Iteration 34Q: 3 clusters Score -1049872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1049917.375000 Penalty: 3051.421143
	Iteration 35Q: 3 clusters Score -1049917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1049960.250000 Penalty: 3051.421143
	Iteration 36Q: 3 clusters Score -1049960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1049988.625000 Penalty: 3051.421143
	Iteration 37Q: 3 clusters Score -1049989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1050015.500000 Penalty: 3051.421143
	Iteration 38Q: 3 clusters Score -1050016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1050039.875000 Penalty: 3051.421143
	Iteration 39Q: 3 clusters Score -1050040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1050064.250000 Penalty: 3051.421143
	Iteration 40F: 3 clusters Score -1050064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1050092.625000 Penalty: 3051.421143
	Iteration 41Q: 3 clusters Score -1050093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1050139.125000 Penalty: 3051.421143
	Iteration 42Q: 3 clusters Score -1050139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1050174.125000 Penalty: 3051.421143
	Iteration 43Q: 3 clusters Score -1050174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1050211.500000 Penalty: 3051.421143
	Iteration 44Q: 3 clusters Score -1050212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1050233.500000 Penalty: 3051.421143
	Iteration 45Q: 3 clusters Score -1050234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1050255.125000 Penalty: 3051.421143
	Iteration 46Q: 3 clusters Score -1050255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1050267.750000 Penalty: 3051.421143
	Iteration 47Q: 3 clusters Score -1050268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1050278.875000 Penalty: 3051.421143
	Iteration 48Q: 3 clusters Score -1050279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1050288.625000 Penalty: 3051.421143
	Iteration 49Q: 3 clusters Score -1050289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1050300.875000 Penalty: 3051.421143
	Iteration 50Q: 3 clusters Score -1050301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1050310.875000 Penalty: 3051.421143
	Iteration 51Q: 3 clusters Score -1050311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1050323.750000 Penalty: 3051.421143
	Iteration 52Q: 3 clusters Score -1050324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1050328.375000 Penalty: 3051.421143
	Iteration 53Q: 3 clusters Score -1050328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1050337.750000 Penalty: 3051.421143
	Iteration 54Q: 3 clusters Score -1050338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1050341.250000 Penalty: 3051.421143
	Iteration 55Q: 3 clusters Score -1050341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1050349.500000 Penalty: 3051.421143
	Iteration 56Q: 3 clusters Score -1050350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1050359.250000 Penalty: 3051.421143
	Iteration 57Q: 3 clusters Score -1050359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1050371.000000 Penalty: 3051.421143
	Iteration 58Q: 3 clusters Score -1050371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1050379.500000 Penalty: 3051.421143
	Iteration 59Q: 3 clusters Score -1050380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1050386.375000 Penalty: 3051.421143
	Iteration 60F: 3 clusters Score -1050386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1050391.000000 Penalty: 3051.421143
	Iteration 61Q: 3 clusters Score -1050391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1050394.625000 Penalty: 3051.421143
	Iteration 62Q: 3 clusters Score -1050395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1050399.500000 Penalty: 3051.421143
	Iteration 63Q: 3 clusters Score -1050400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1050407.250000 Penalty: 3051.421143
	Iteration 64Q: 3 clusters Score -1050407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1050412.500000 Penalty: 3051.421143
	Iteration 65Q: 3 clusters Score -1050412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1050414.375000 Penalty: 3051.421143
	Iteration 66Q: 3 clusters Score -1050414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1050417.625000 Penalty: 3051.421143
	Iteration 67Q: 3 clusters Score -1050418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1050418.875000 Penalty: 3051.421143
	Iteration 68Q: 3 clusters Score -1050419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1050422.500000 Penalty: 3051.421143
	Iteration 69Q: 3 clusters Score -1050422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1050422.750000 Penalty: 3051.421143
	Iteration 70Q: 3 clusters Score -1050423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1050423.375000 Penalty: 3051.421143
	Iteration 71Q: 3 clusters Score -1050423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1050424.875000 Penalty: 3051.421143
	Iteration 72Q: 3 clusters Score -1050425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1050426.375000 Penalty: 3051.421143
	Iteration 73Q: 3 clusters Score -1050426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1050429.625000 Penalty: 3051.421143
	Iteration 74Q: 3 clusters Score -1050430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1050434.000000 Penalty: 3051.421143
	Iteration 75Q: 3 clusters Score -1050434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1050433.625000 Penalty: 3051.421143
	Iteration 76Q: 3 clusters Score -1050434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1050436.875000 Penalty: 3051.421143
	Iteration 77Q: 3 clusters Score -1050437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1050436.875000 Penalty: 3051.421143
	Iteration 78Q: 3 clusters Score -1050437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1050438.750000 Penalty: 3051.421143
	Iteration 79Q: 3 clusters Score -1050439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1050442.375000 Penalty: 3051.421143
	Iteration 80F: 3 clusters Score -1050442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1050442.500000 Penalty: 3051.421143
	Iteration 81Q: 3 clusters Score -1050442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1050442.375000 Penalty: 3051.421143
	Iteration 82Q: 3 clusters Score -1050442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1050441.875000 Penalty: 3051.421143
	Iteration 83Q: 3 clusters Score -1050442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1050441.875000 Penalty: 3051.421143
	Iteration 84F: 3 clusters Score -1050442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Entering Unmasked Estep 
Score: -8533779.000000 Penalty: 1862.682861
	Iteration 0F: 2 clusters Score -8533779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -8470416.000000 Penalty: 3725.365723
	Iteration 0F: 3 clusters Score -8470416 nChanged 45367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -8496816.000000 Penalty: 3725.365723
	Iteration 1F: 3 clusters Score -8496816 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -8497786.000000 Penalty: 3725.365723
	Iteration 2Q: 3 clusters Score -8497786 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -8499099.000000 Penalty: 3725.365723
	Iteration 3Q: 3 clusters Score -8499099 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -8500937.000000 Penalty: 3725.365723
	Iteration 4Q: 3 clusters Score -8500937 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -8503385.000000 Penalty: 3725.365723
	Iteration 5F: 3 clusters Score -8503385 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -8506215.000000 Penalty: 3725.365723
	Iteration 6F: 3 clusters Score -8506215 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -8509332.000000 Penalty: 3725.365723
	Iteration 7F: 3 clusters Score -8509332 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -8512441.000000 Penalty: 3725.365723
	Iteration 8F: 3 clusters Score -8512441 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -8515400.000000 Penalty: 3725.365723
	Iteration 9F: 3 clusters Score -8515400 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -8518359.000000 Penalty: 3725.365723
	Iteration 10Q: 3 clusters Score -8518359 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -8520626.000000 Penalty: 3725.365723
	Iteration 11Q: 3 clusters Score -8520626 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -8522008.000000 Penalty: 3725.365723
	Iteration 12Q: 3 clusters Score -8522008 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -8522504.000000 Penalty: 3725.365723
	Iteration 13Q: 3 clusters Score -8522504 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -8522726.000000 Penalty: 3725.365723
	Iteration 14Q: 3 clusters Score -8522726 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8522879.000000 Penalty: 3725.365723
	Iteration 15Q: 3 clusters Score -8522879 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -8523019.000000 Penalty: 3725.365723
	Iteration 16Q: 3 clusters Score -8523019 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -8523117.000000 Penalty: 3725.365723
	Iteration 17Q: 3 clusters Score -8523117 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -8523170.000000 Penalty: 3725.365723
	Iteration 18Q: 3 clusters Score -8523170 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -8523270.000000 Penalty: 3725.365723
	Iteration 19Q: 3 clusters Score -8523270 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -8523383.000000 Penalty: 3725.365723
	Iteration 20F: 3 clusters Score -8523383 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -8523533.000000 Penalty: 3725.365723
	Iteration 21Q: 3 clusters Score -8523533 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8523662.000000 Penalty: 3725.365723
	Iteration 22Q: 3 clusters Score -8523662 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -8523799.000000 Penalty: 3725.365723
	Iteration 23Q: 3 clusters Score -8523799 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -8523952.000000 Penalty: 3725.365723
	Iteration 24Q: 3 clusters Score -8523952 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -8524079.000000 Penalty: 3725.365723
	Iteration 25Q: 3 clusters Score -8524079 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -8524228.000000 Penalty: 3725.365723
	Iteration 26Q: 3 clusters Score -8524228 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -8524433.000000 Penalty: 3725.365723
	Iteration 27Q: 3 clusters Score -8524433 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -8524569.000000 Penalty: 3725.365723
	Iteration 28Q: 3 clusters Score -8524569 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -8524806.000000 Penalty: 3725.365723
	Iteration 29Q: 3 clusters Score -8524806 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -8525044.000000 Penalty: 3725.365723
	Iteration 30Q: 3 clusters Score -8525044 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -8525305.000000 Penalty: 3725.365723
	Iteration 31Q: 3 clusters Score -8525305 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -8525534.000000 Penalty: 3725.365723
	Iteration 32Q: 3 clusters Score -8525534 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -8525751.000000 Penalty: 3725.365723
	Iteration 33Q: 3 clusters Score -8525751 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -8526070.000000 Penalty: 3725.365723
	Iteration 34Q: 3 clusters Score -8526070 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -8526344.000000 Penalty: 3725.365723
	Iteration 35Q: 3 clusters Score -8526344 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -8526618.000000 Penalty: 3725.365723
	Iteration 36Q: 3 clusters Score -8526618 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -8526942.000000 Penalty: 3725.365723
	Iteration 37Q: 3 clusters Score -8526942 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -8527250.000000 Penalty: 3725.365723
	Iteration 38Q: 3 clusters Score -8527250 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -8527614.000000 Penalty: 3725.365723
	Iteration 39Q: 3 clusters Score -8527614 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -8527975.000000 Penalty: 3725.365723
	Iteration 40F: 3 clusters Score -8527975 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -8528375.000000 Penalty: 3725.365723
	Iteration 41Q: 3 clusters Score -8528375 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -8528770.000000 Penalty: 3725.365723
	Iteration 42Q: 3 clusters Score -8528770 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -8529090.000000 Penalty: 3725.365723
	Iteration 43Q: 3 clusters Score -8529090 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -8529504.000000 Penalty: 3725.365723
	Iteration 44Q: 3 clusters Score -8529504 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -8529826.000000 Penalty: 3725.365723
	Iteration 45Q: 3 clusters Score -8529826 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -8530223.000000 Penalty: 3725.365723
	Iteration 46Q: 3 clusters Score -8530223 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -8530515.000000 Penalty: 3725.365723
	Iteration 47Q: 3 clusters Score -8530515 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -8530795.000000 Penalty: 3725.365723
	Iteration 48Q: 3 clusters Score -8530795 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -8531029.000000 Penalty: 3725.365723
	Iteration 49Q: 3 clusters Score -8531029 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -8531279.000000 Penalty: 3725.365723
	Iteration 50Q: 3 clusters Score -8531279 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -8531447.000000 Penalty: 3725.365723
	Iteration 51Q: 3 clusters Score -8531447 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -8531554.000000 Penalty: 3725.365723
	Iteration 52Q: 3 clusters Score -8531554 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -8531643.000000 Penalty: 3725.365723
	Iteration 53Q: 3 clusters Score -8531643 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -8531717.000000 Penalty: 3725.365723
	Iteration 54Q: 3 clusters Score -8531717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -8531777.000000 Penalty: 3725.365723
	Iteration 55Q: 3 clusters Score -8531777 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -8531849.000000 Penalty: 3725.365723
	Iteration 56Q: 3 clusters Score -8531849 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -8531925.000000 Penalty: 3725.365723
	Iteration 57Q: 3 clusters Score -8531925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -8531985.000000 Penalty: 3725.365723
	Iteration 58Q: 3 clusters Score -8531985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -8532024.000000 Penalty: 3725.365723
	Iteration 59Q: 3 clusters Score -8532024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -8532058.000000 Penalty: 3725.365723
	Iteration 60F: 3 clusters Score -8532058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -8532092.000000 Penalty: 3725.365723
	Iteration 61Q: 3 clusters Score -8532092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -8532114.000000 Penalty: 3725.365723
	Iteration 62Q: 3 clusters Score -8532114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -8532131.000000 Penalty: 3725.365723
	Iteration 63Q: 3 clusters Score -8532131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -8532156.000000 Penalty: 3725.365723
	Iteration 64Q: 3 clusters Score -8532156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -8532169.000000 Penalty: 3725.365723
	Iteration 65Q: 3 clusters Score -8532169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -8532183.000000 Penalty: 3725.365723
	Iteration 66Q: 3 clusters Score -8532183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -8532192.000000 Penalty: 3725.365723
	Iteration 67Q: 3 clusters Score -8532192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -8532194.000000 Penalty: 3725.365723
	Iteration 68Q: 3 clusters Score -8532194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -8532203.000000 Penalty: 3725.365723
	Iteration 69Q: 3 clusters Score -8532203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -8532212.000000 Penalty: 3725.365723
	Iteration 70Q: 3 clusters Score -8532212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -8532218.000000 Penalty: 3725.365723
	Iteration 71Q: 3 clusters Score -8532218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -8532225.000000 Penalty: 3725.365723
	Iteration 72Q: 3 clusters Score -8532225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -8532222.000000 Penalty: 3725.365723
	Iteration 73Q: 3 clusters Score -8532222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -8532220.000000 Penalty: 3725.365723
	Iteration 74Q: 3 clusters Score -8532220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -8532231.000000 Penalty: 3725.365723
	Iteration 75Q: 3 clusters Score -8532231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -8532235.000000 Penalty: 3725.365723
	Iteration 76Q: 3 clusters Score -8532235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -8532237.000000 Penalty: 3725.365723
	Iteration 77Q: 3 clusters Score -8532237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -8532231.000000 Penalty: 3725.365723
	Iteration 78Q: 3 clusters Score -8532231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -8532236.000000 Penalty: 3725.365723
	Iteration 79Q: 3 clusters Score -8532236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -8532237.000000 Penalty: 3725.365723
	Iteration 80F: 3 clusters Score -8532237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -8532244.000000 Penalty: 3725.365723
	Iteration 81Q: 3 clusters Score -8532244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -8532250.000000 Penalty: 3725.365723
	Iteration 82Q: 3 clusters Score -8532250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -8532243.000000 Penalty: 3725.365723
	Iteration 83Q: 3 clusters Score -8532243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -8532243.000000 Penalty: 3725.365723
	Iteration 84F: 3 clusters Score -8532243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -153705.828125 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -153705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -151735.765625 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -151735.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152168.703125 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -152168.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152281.140625 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -152281.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -152351.437500 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -152351.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152406.953125 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -152407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152434.140625 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -152434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152450.093750 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -152450.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152468.312500 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -152468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152483.640625 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -152483.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152500.953125 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -152501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152515.046875 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -152515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -152527.140625 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -152527.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152535.906250 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -152535.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -152545.343750 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -152545.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152556.656250 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -152556.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152568.328125 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -152568.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152591.328125 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -152591.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152614.750000 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -152614.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152629.187500 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -152629.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152643.171875 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -152643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152663.593750 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -152663.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152688.031250 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -152688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152716.046875 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -152716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152742.046875 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -152742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152770.109375 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -152770.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152801.125000 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -152801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152817.921875 Penalty: 2444.428223
	Iteration 26Q: 3 clusters Score -152817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152830.031250 Penalty: 2444.428223
	Iteration 27Q: 3 clusters Score -152830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152840.359375 Penalty: 2444.428223
	Iteration 28Q: 3 clusters Score -152840.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152854.296875 Penalty: 2444.428223
	Iteration 29Q: 3 clusters Score -152854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152861.171875 Penalty: 2444.428223
	Iteration 30Q: 3 clusters Score -152861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152863.546875 Penalty: 2444.428223
	Iteration 31Q: 3 clusters Score -152863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152865.484375 Penalty: 2444.428223
	Iteration 32Q: 3 clusters Score -152865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152869.656250 Penalty: 2444.428223
	Iteration 33Q: 3 clusters Score -152869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152872.468750 Penalty: 2444.428223
	Iteration 34Q: 3 clusters Score -152872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152876.796875 Penalty: 2444.428223
	Iteration 35Q: 3 clusters Score -152876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152880.828125 Penalty: 2444.428223
	Iteration 36Q: 3 clusters Score -152880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152887.390625 Penalty: 2444.428223
	Iteration 37Q: 3 clusters Score -152887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152896.421875 Penalty: 2444.428223
	Iteration 38Q: 3 clusters Score -152896.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152900.234375 Penalty: 2444.428223
	Iteration 39Q: 3 clusters Score -152900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152904.812500 Penalty: 2444.428223
	Iteration 40F: 3 clusters Score -152904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -152911.031250 Penalty: 2444.428223
	Iteration 41Q: 3 clusters Score -152911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152917.875000 Penalty: 2444.428223
	Iteration 42Q: 3 clusters Score -152917.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152926.437500 Penalty: 2444.428223
	Iteration 43Q: 3 clusters Score -152926.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -152937.593750 Penalty: 2444.428223
	Iteration 44Q: 3 clusters Score -152937.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -152947.687500 Penalty: 2444.428223
	Iteration 45Q: 3 clusters Score -152947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -152951.562500 Penalty: 2444.428223
	Iteration 46Q: 3 clusters Score -152951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152958.671875 Penalty: 2444.428223
	Iteration 47Q: 3 clusters Score -152958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -152963.453125 Penalty: 2444.428223
	Iteration 48Q: 3 clusters Score -152963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -152966.843750 Penalty: 2444.428223
	Iteration 49Q: 3 clusters Score -152966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -152971.046875 Penalty: 2444.428223
	Iteration 50Q: 3 clusters Score -152971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152976.265625 Penalty: 2444.428223
	Iteration 51Q: 3 clusters Score -152976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152977.156250 Penalty: 2444.428223
	Iteration 52Q: 3 clusters Score -152977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -152980.859375 Penalty: 2444.428223
	Iteration 53Q: 3 clusters Score -152980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -152983.203125 Penalty: 2444.428223
	Iteration 54Q: 3 clusters Score -152983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152984.187500 Penalty: 2444.428223
	Iteration 55Q: 3 clusters Score -152984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152986.156250 Penalty: 2444.428223
	Iteration 56Q: 3 clusters Score -152986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152987.093750 Penalty: 2444.428223
	Iteration 57Q: 3 clusters Score -152987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152987.328125 Penalty: 2444.428223
	Iteration 58Q: 3 clusters Score -152987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152987.328125 Penalty: 2444.428223
	Iteration 59F: 3 clusters Score -152987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Entering Unmasked Estep 
Score: -800822.750000 Penalty: 1482.688721
	Iteration 0F: 2 clusters Score -800822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -794253.187500 Penalty: 2965.377441
	Iteration 0F: 3 clusters Score -794253.2 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -796402.750000 Penalty: 2965.377441
	Iteration 1F: 3 clusters Score -796402.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -796760.687500 Penalty: 2965.377441
	Iteration 2F: 3 clusters Score -796760.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -797075.875000 Penalty: 2965.377441
	Iteration 3F: 3 clusters Score -797075.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -797371.000000 Penalty: 2965.377441
	Iteration 4F: 3 clusters Score -797371 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -797651.062500 Penalty: 2965.377441
	Iteration 5F: 3 clusters Score -797651.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -797874.187500 Penalty: 2965.377441
	Iteration 6Q: 3 clusters Score -797874.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -798082.125000 Penalty: 2965.377441
	Iteration 7Q: 3 clusters Score -798082.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -798285.937500 Penalty: 2965.377441
	Iteration 8Q: 3 clusters Score -798285.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -798461.187500 Penalty: 2965.377441
	Iteration 9Q: 3 clusters Score -798461.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -798612.625000 Penalty: 2965.377441
	Iteration 10Q: 3 clusters Score -798612.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -798731.062500 Penalty: 2965.377441
	Iteration 11Q: 3 clusters Score -798731.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -798804.875000 Penalty: 2965.377441
	Iteration 12Q: 3 clusters Score -798804.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -798855.000000 Penalty: 2965.377441
	Iteration 13Q: 3 clusters Score -798855 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -798892.937500 Penalty: 2965.377441
	Iteration 14Q: 3 clusters Score -798892.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -798922.625000 Penalty: 2965.377441
	Iteration 15Q: 3 clusters Score -798922.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -798945.750000 Penalty: 2965.377441
	Iteration 16Q: 3 clusters Score -798945.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -798972.812500 Penalty: 2965.377441
	Iteration 17Q: 3 clusters Score -798972.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -798995.625000 Penalty: 2965.377441
	Iteration 18Q: 3 clusters Score -798995.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -799016.625000 Penalty: 2965.377441
	Iteration 19Q: 3 clusters Score -799016.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -799037.312500 Penalty: 2965.377441
	Iteration 20F: 3 clusters Score -799037.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -799054.375000 Penalty: 2965.377441
	Iteration 21Q: 3 clusters Score -799054.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -799068.625000 Penalty: 2965.377441
	Iteration 22Q: 3 clusters Score -799068.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -799081.437500 Penalty: 2965.377441
	Iteration 23Q: 3 clusters Score -799081.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -799099.875000 Penalty: 2965.377441
	Iteration 24Q: 3 clusters Score -799099.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -799117.250000 Penalty: 2965.377441
	Iteration 25Q: 3 clusters Score -799117.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -799139.000000 Penalty: 2965.377441
	Iteration 26Q: 3 clusters Score -799139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -799162.812500 Penalty: 2965.377441
	Iteration 27Q: 3 clusters Score -799162.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -799190.687500 Penalty: 2965.377441
	Iteration 28Q: 3 clusters Score -799190.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -799212.812500 Penalty: 2965.377441
	Iteration 29Q: 3 clusters Score -799212.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -799235.375000 Penalty: 2965.377441
	Iteration 30Q: 3 clusters Score -799235.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -799262.500000 Penalty: 2965.377441
	Iteration 31Q: 3 clusters Score -799262.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -799283.875000 Penalty: 2965.377441
	Iteration 32Q: 3 clusters Score -799283.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -799304.500000 Penalty: 2965.377441
	Iteration 33Q: 3 clusters Score -799304.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -799321.625000 Penalty: 2965.377441
	Iteration 34Q: 3 clusters Score -799321.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -799342.000000 Penalty: 2965.377441
	Iteration 35Q: 3 clusters Score -799342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -799363.062500 Penalty: 2965.377441
	Iteration 36Q: 3 clusters Score -799363.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -799382.187500 Penalty: 2965.377441
	Iteration 37Q: 3 clusters Score -799382.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -799402.625000 Penalty: 2965.377441
	Iteration 38Q: 3 clusters Score -799402.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -799416.187500 Penalty: 2965.377441
	Iteration 39Q: 3 clusters Score -799416.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -799429.500000 Penalty: 2965.377441
	Iteration 40F: 3 clusters Score -799429.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -799441.750000 Penalty: 2965.377441
	Iteration 41Q: 3 clusters Score -799441.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -799452.250000 Penalty: 2965.377441
	Iteration 42Q: 3 clusters Score -799452.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -799471.062500 Penalty: 2965.377441
	Iteration 43Q: 3 clusters Score -799471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -799489.062500 Penalty: 2965.377441
	Iteration 44Q: 3 clusters Score -799489.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -799525.062500 Penalty: 2965.377441
	Iteration 45Q: 3 clusters Score -799525.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -799568.437500 Penalty: 2965.377441
	Iteration 46Q: 3 clusters Score -799568.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -799624.812500 Penalty: 2965.377441
	Iteration 47Q: 3 clusters Score -799624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -799680.562500 Penalty: 2965.377441
	Iteration 48Q: 3 clusters Score -799680.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -799733.500000 Penalty: 2965.377441
	Iteration 49Q: 3 clusters Score -799733.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -799760.937500 Penalty: 2965.377441
	Iteration 50Q: 3 clusters Score -799760.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -799769.687500 Penalty: 2965.377441
	Iteration 51Q: 3 clusters Score -799769.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -799775.500000 Penalty: 2965.377441
	Iteration 52Q: 3 clusters Score -799775.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -799781.500000 Penalty: 2965.377441
	Iteration 53Q: 3 clusters Score -799781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -799784.062500 Penalty: 2965.377441
	Iteration 54Q: 3 clusters Score -799784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -799786.750000 Penalty: 2965.377441
	Iteration 55Q: 3 clusters Score -799786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -799788.250000 Penalty: 2965.377441
	Iteration 56Q: 3 clusters Score -799788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -799787.937500 Penalty: 2965.377441
	Iteration 57Q: 3 clusters Score -799787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -799787.500000 Penalty: 2965.377441
	Iteration 58Q: 3 clusters Score -799787.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -799787.500000 Penalty: 2965.377441
	Iteration 59F: 3 clusters Score -799787.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Entering Unmasked Estep 
Score: -7279464.500000 Penalty: 1840.509155
	Iteration 0F: 2 clusters Score -7279464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7224099.000000 Penalty: 3681.018311
	Iteration 0F: 3 clusters Score -7224099 nChanged 39404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -7247126.000000 Penalty: 3681.018311
	Iteration 1F: 3 clusters Score -7247126 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -7248155.000000 Penalty: 3681.018311
	Iteration 2Q: 3 clusters Score -7248155 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -7249483.500000 Penalty: 3681.018311
	Iteration 3Q: 3 clusters Score -7249484 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -7251048.000000 Penalty: 3681.018311
	Iteration 4Q: 3 clusters Score -7251048 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -7252773.000000 Penalty: 3681.018311
	Iteration 5F: 3 clusters Score -7252773 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -7254970.500000 Penalty: 3681.018311
	Iteration 6F: 3 clusters Score -7254970 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -7257328.500000 Penalty: 3681.018311
	Iteration 7F: 3 clusters Score -7257328 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -7259889.000000 Penalty: 3681.018311
	Iteration 8F: 3 clusters Score -7259889 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7263021.500000 Penalty: 3681.018311
	Iteration 9F: 3 clusters Score -7263022 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -7266014.000000 Penalty: 3681.018311
	Iteration 10Q: 3 clusters Score -7266014 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7267868.500000 Penalty: 3681.018311
	Iteration 11Q: 3 clusters Score -7267868 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -7268794.000000 Penalty: 3681.018311
	Iteration 12Q: 3 clusters Score -7268794 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7269314.000000 Penalty: 3681.018311
	Iteration 13Q: 3 clusters Score -7269314 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -7269709.500000 Penalty: 3681.018311
	Iteration 14Q: 3 clusters Score -7269710 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -7270010.500000 Penalty: 3681.018311
	Iteration 15Q: 3 clusters Score -7270010 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -7270312.000000 Penalty: 3681.018311
	Iteration 16Q: 3 clusters Score -7270312 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -7270523.500000 Penalty: 3681.018311
	Iteration 17Q: 3 clusters Score -7270524 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7270679.500000 Penalty: 3681.018311
	Iteration 18Q: 3 clusters Score -7270680 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -7270823.500000 Penalty: 3681.018311
	Iteration 19Q: 3 clusters Score -7270824 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7270895.000000 Penalty: 3681.018311
	Iteration 20F: 3 clusters Score -7270895 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -7270978.500000 Penalty: 3681.018311
	Iteration 21Q: 3 clusters Score -7270978 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -7271045.000000 Penalty: 3681.018311
	Iteration 22Q: 3 clusters Score -7271045 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -7271074.000000 Penalty: 3681.018311
	Iteration 23Q: 3 clusters Score -7271074 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -7271145.000000 Penalty: 3681.018311
	Iteration 24Q: 3 clusters Score -7271145 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -7271193.500000 Penalty: 3681.018311
	Iteration 25Q: 3 clusters Score -7271194 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -7271246.000000 Penalty: 3681.018311
	Iteration 26Q: 3 clusters Score -7271246 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -7271268.000000 Penalty: 3681.018311
	Iteration 27Q: 3 clusters Score -7271268 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7271302.000000 Penalty: 3681.018311
	Iteration 28Q: 3 clusters Score -7271302 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7271387.000000 Penalty: 3681.018311
	Iteration 29Q: 3 clusters Score -7271387 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -7271408.500000 Penalty: 3681.018311
	Iteration 30Q: 3 clusters Score -7271408 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7271448.500000 Penalty: 3681.018311
	Iteration 31Q: 3 clusters Score -7271448 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -7271513.000000 Penalty: 3681.018311
	Iteration 32Q: 3 clusters Score -7271513 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7271582.000000 Penalty: 3681.018311
	Iteration 33Q: 3 clusters Score -7271582 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -7271625.500000 Penalty: 3681.018311
	Iteration 34Q: 3 clusters Score -7271626 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -7271697.000000 Penalty: 3681.018311
	Iteration 35Q: 3 clusters Score -7271697 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -7271770.000000 Penalty: 3681.018311
	Iteration 36Q: 3 clusters Score -7271770 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -7271862.000000 Penalty: 3681.018311
	Iteration 37Q: 3 clusters Score -7271862 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -7271956.500000 Penalty: 3681.018311
	Iteration 38Q: 3 clusters Score -7271956 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -7272043.500000 Penalty: 3681.018311
	Iteration 39Q: 3 clusters Score -7272044 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -7272178.000000 Penalty: 3681.018311
	Iteration 40F: 3 clusters Score -7272178 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -7272367.500000 Penalty: 3681.018311
	Iteration 41Q: 3 clusters Score -7272368 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -7272466.000000 Penalty: 3681.018311
	Iteration 42Q: 3 clusters Score -7272466 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -7272672.000000 Penalty: 3681.018311
	Iteration 43Q: 3 clusters Score -7272672 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -7272953.500000 Penalty: 3681.018311
	Iteration 44Q: 3 clusters Score -7272954 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -7273168.500000 Penalty: 3681.018311
	Iteration 45Q: 3 clusters Score -7273168 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -7273451.000000 Penalty: 3681.018311
	Iteration 46Q: 3 clusters Score -7273451 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -7273732.500000 Penalty: 3681.018311
	Iteration 47Q: 3 clusters Score -7273732 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -7274072.500000 Penalty: 3681.018311
	Iteration 48Q: 3 clusters Score -7274072 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -7274396.000000 Penalty: 3681.018311
	Iteration 49Q: 3 clusters Score -7274396 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -7274739.000000 Penalty: 3681.018311
	Iteration 50Q: 3 clusters Score -7274739 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -7275047.500000 Penalty: 3681.018311
	Iteration 51Q: 3 clusters Score -7275048 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -7275436.500000 Penalty: 3681.018311
	Iteration 52Q: 3 clusters Score -7275436 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -7275794.000000 Penalty: 3681.018311
	Iteration 53Q: 3 clusters Score -7275794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -7276167.500000 Penalty: 3681.018311
	Iteration 54Q: 3 clusters Score -7276168 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -7276419.000000 Penalty: 3681.018311
	Iteration 55Q: 3 clusters Score -7276419 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -7276636.000000 Penalty: 3681.018311
	Iteration 56Q: 3 clusters Score -7276636 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -7276856.500000 Penalty: 3681.018311
	Iteration 57Q: 3 clusters Score -7276856 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -7277082.500000 Penalty: 3681.018311
	Iteration 58Q: 3 clusters Score -7277082 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -7277266.000000 Penalty: 3681.018311
	Iteration 59Q: 3 clusters Score -7277266 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -7277407.000000 Penalty: 3681.018311
	Iteration 60F: 3 clusters Score -7277407 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -7277520.500000 Penalty: 3681.018311
	Iteration 61Q: 3 clusters Score -7277520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -7277586.000000 Penalty: 3681.018311
	Iteration 62Q: 3 clusters Score -7277586 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -7277670.000000 Penalty: 3681.018311
	Iteration 63Q: 3 clusters Score -7277670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -7277721.500000 Penalty: 3681.018311
	Iteration 64Q: 3 clusters Score -7277722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -7277740.000000 Penalty: 3681.018311
	Iteration 65Q: 3 clusters Score -7277740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -7277777.500000 Penalty: 3681.018311
	Iteration 66Q: 3 clusters Score -7277778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -7277814.500000 Penalty: 3681.018311
	Iteration 67Q: 3 clusters Score -7277814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -7277829.500000 Penalty: 3681.018311
	Iteration 68Q: 3 clusters Score -7277830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -7277852.000000 Penalty: 3681.018311
	Iteration 69Q: 3 clusters Score -7277852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -7277849.500000 Penalty: 3681.018311
	Iteration 70Q: 3 clusters Score -7277850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -7277877.500000 Penalty: 3681.018311
	Iteration 71Q: 3 clusters Score -7277878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -7277891.000000 Penalty: 3681.018311
	Iteration 72Q: 3 clusters Score -7277891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -7277888.500000 Penalty: 3681.018311
	Iteration 73Q: 3 clusters Score -7277888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -7277883.000000 Penalty: 3681.018311
	Iteration 74Q: 3 clusters Score -7277883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -7277886.500000 Penalty: 3681.018311
	Iteration 75Q: 3 clusters Score -7277886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -7277884.500000 Penalty: 3681.018311
	Iteration 76Q: 3 clusters Score -7277884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -7277878.500000 Penalty: 3681.018311
	Iteration 77Q: 3 clusters Score -7277878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -7277878.000000 Penalty: 3681.018311
	Iteration 78Q: 3 clusters Score -7277878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -7277877.500000 Penalty: 3681.018311
	Iteration 79Q: 3 clusters Score -7277878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -7277874.500000 Penalty: 3681.018311
	Iteration 80F: 3 clusters Score -7277874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Entering Unmasked Estep 
Score: -2063858.000000 Penalty: 1653.771973
	Iteration 0F: 2 clusters Score -2063858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2046128.625000 Penalty: 3307.543945
	Iteration 0F: 3 clusters Score -2046129 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2052902.750000 Penalty: 3307.543945
	Iteration 1F: 3 clusters Score -2052903 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2053548.875000 Penalty: 3307.543945
	Iteration 2F: 3 clusters Score -2053549 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2054168.000000 Penalty: 3307.543945
	Iteration 3F: 3 clusters Score -2054168 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2054716.625000 Penalty: 3307.543945
	Iteration 4F: 3 clusters Score -2054717 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2055250.125000 Penalty: 3307.543945
	Iteration 5Q: 3 clusters Score -2055250 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2055852.125000 Penalty: 3307.543945
	Iteration 6Q: 3 clusters Score -2055852 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2056604.750000 Penalty: 3307.543945
	Iteration 7F: 3 clusters Score -2056605 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2057548.500000 Penalty: 3307.543945
	Iteration 8F: 3 clusters Score -2057548 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2058670.250000 Penalty: 3307.543945
	Iteration 9F: 3 clusters Score -2058670 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2059774.750000 Penalty: 3307.543945
	Iteration 10F: 3 clusters Score -2059775 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2060814.000000 Penalty: 3307.543945
	Iteration 11Q: 3 clusters Score -2060814 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2061570.000000 Penalty: 3307.543945
	Iteration 12Q: 3 clusters Score -2061570 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2062019.750000 Penalty: 3307.543945
	Iteration 13Q: 3 clusters Score -2062020 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2062270.375000 Penalty: 3307.543945
	Iteration 14Q: 3 clusters Score -2062270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2062422.375000 Penalty: 3307.543945
	Iteration 15Q: 3 clusters Score -2062422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2062489.000000 Penalty: 3307.543945
	Iteration 16Q: 3 clusters Score -2062489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2062537.250000 Penalty: 3307.543945
	Iteration 17Q: 3 clusters Score -2062537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2062575.500000 Penalty: 3307.543945
	Iteration 18Q: 3 clusters Score -2062576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2062591.125000 Penalty: 3307.543945
	Iteration 19Q: 3 clusters Score -2062591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2062604.375000 Penalty: 3307.543945
	Iteration 20F: 3 clusters Score -2062604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2062618.750000 Penalty: 3307.543945
	Iteration 21Q: 3 clusters Score -2062619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2062628.375000 Penalty: 3307.543945
	Iteration 22Q: 3 clusters Score -2062628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2062636.375000 Penalty: 3307.543945
	Iteration 23Q: 3 clusters Score -2062636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2062640.250000 Penalty: 3307.543945
	Iteration 24Q: 3 clusters Score -2062640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2062664.625000 Penalty: 3307.543945
	Iteration 25Q: 3 clusters Score -2062665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2062680.000000 Penalty: 3307.543945
	Iteration 26Q: 3 clusters Score -2062680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2062694.875000 Penalty: 3307.543945
	Iteration 27Q: 3 clusters Score -2062695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2062706.125000 Penalty: 3307.543945
	Iteration 28Q: 3 clusters Score -2062706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2062716.375000 Penalty: 3307.543945
	Iteration 29Q: 3 clusters Score -2062716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2062721.375000 Penalty: 3307.543945
	Iteration 30Q: 3 clusters Score -2062721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2062725.125000 Penalty: 3307.543945
	Iteration 31Q: 3 clusters Score -2062725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2062737.000000 Penalty: 3307.543945
	Iteration 32Q: 3 clusters Score -2062737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2062739.625000 Penalty: 3307.543945
	Iteration 33Q: 3 clusters Score -2062740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2062746.625000 Penalty: 3307.543945
	Iteration 34Q: 3 clusters Score -2062747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2062754.750000 Penalty: 3307.543945
	Iteration 35Q: 3 clusters Score -2062755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2062754.500000 Penalty: 3307.543945
	Iteration 36Q: 3 clusters Score -2062754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2062760.375000 Penalty: 3307.543945
	Iteration 37Q: 3 clusters Score -2062760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2062763.500000 Penalty: 3307.543945
	Iteration 38Q: 3 clusters Score -2062764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2062767.250000 Penalty: 3307.543945
	Iteration 39Q: 3 clusters Score -2062767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2062773.625000 Penalty: 3307.543945
	Iteration 40F: 3 clusters Score -2062774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2062782.000000 Penalty: 3307.543945
	Iteration 41Q: 3 clusters Score -2062782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2062785.000000 Penalty: 3307.543945
	Iteration 42Q: 3 clusters Score -2062785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2062785.000000 Penalty: 3307.543945
	Iteration 43F: 3 clusters Score -2062785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Entering Unmasked Estep 
Score: -15927879.000000 Penalty: 1961.833496
	Iteration 0F: 2 clusters Score -1.592788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -15810483.000000 Penalty: 3923.666992
	Iteration 0F: 3 clusters Score -1.581048e+07 nChanged 84595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -15860535.000000 Penalty: 3923.666992
	Iteration 1F: 3 clusters Score -1.586054e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -15862327.000000 Penalty: 3923.666992
	Iteration 2Q: 3 clusters Score -1.586233e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -15865696.000000 Penalty: 3923.666992
	Iteration 3Q: 3 clusters Score -1.58657e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -15871804.000000 Penalty: 3923.666992
	Iteration 4F: 3 clusters Score -1.58718e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -15882873.000000 Penalty: 3923.666992
	Iteration 5F: 3 clusters Score -1.588287e+07 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -15896968.000000 Penalty: 3923.666992
	Iteration 6F: 3 clusters Score -1.589697e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -15909480.000000 Penalty: 3923.666992
	Iteration 7F: 3 clusters Score -1.590948e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -15917268.000000 Penalty: 3923.666992
	Iteration 8F: 3 clusters Score -1.591727e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169313 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -15921525.000000 Penalty: 3923.666992
	Iteration 9Q: 3 clusters Score -1.592152e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15923903.000000 Penalty: 3923.666992
	Iteration 10Q: 3 clusters Score -1.59239e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15925185.000000 Penalty: 3923.666992
	Iteration 11Q: 3 clusters Score -1.592518e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15925671.000000 Penalty: 3923.666992
	Iteration 12Q: 3 clusters Score -1.592567e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15925870.000000 Penalty: 3923.666992
	Iteration 13Q: 3 clusters Score -1.592587e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15925982.000000 Penalty: 3923.666992
	Iteration 14Q: 3 clusters Score -1.592598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15926059.000000 Penalty: 3923.666992
	Iteration 15Q: 3 clusters Score -1.592606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174755 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15926098.000000 Penalty: 3923.666992
	Iteration 16Q: 3 clusters Score -1.59261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15926142.000000 Penalty: 3923.666992
	Iteration 17Q: 3 clusters Score -1.592614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174784 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15926170.000000 Penalty: 3923.666992
	Iteration 18Q: 3 clusters Score -1.592617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15926172.000000 Penalty: 3923.666992
	Iteration 19Q: 3 clusters Score -1.592617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174799 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15926183.000000 Penalty: 3923.666992
	Iteration 20F: 3 clusters Score -1.592618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15926205.000000 Penalty: 3923.666992
	Iteration 21Q: 3 clusters Score -1.59262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15926207.000000 Penalty: 3923.666992
	Iteration 22Q: 3 clusters Score -1.592621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174805 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15926208.000000 Penalty: 3923.666992
	Iteration 23Q: 3 clusters Score -1.592621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15926208.000000 Penalty: 3923.666992
	Iteration 24Q: 3 clusters Score -1.592621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15926215.000000 Penalty: 3923.666992
	Iteration 25Q: 3 clusters Score -1.592622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15926212.000000 Penalty: 3923.666992
	Iteration 26Q: 3 clusters Score -1.592621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15926215.000000 Penalty: 3923.666992
	Iteration 27Q: 3 clusters Score -1.592622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15926215.000000 Penalty: 3923.666992
	Iteration 28F: 3 clusters Score -1.592622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -970021.125000 Penalty: 1521.734497
	Iteration 0F: 2 clusters Score -970021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -961801.375000 Penalty: 3043.468994
	Iteration 0F: 3 clusters Score -961801.4 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -964672.812500 Penalty: 3043.468994
	Iteration 1F: 3 clusters Score -964672.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -965185.812500 Penalty: 3043.468994
	Iteration 2F: 3 clusters Score -965185.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -965718.375000 Penalty: 3043.468994
	Iteration 3F: 3 clusters Score -965718.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -966196.750000 Penalty: 3043.468994
	Iteration 4F: 3 clusters Score -966196.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -966596.375000 Penalty: 3043.468994
	Iteration 5F: 3 clusters Score -966596.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -966947.500000 Penalty: 3043.468994
	Iteration 6F: 3 clusters Score -966947.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -967201.875000 Penalty: 3043.468994
	Iteration 7Q: 3 clusters Score -967201.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -967426.375000 Penalty: 3043.468994
	Iteration 8Q: 3 clusters Score -967426.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -967607.000000 Penalty: 3043.468994
	Iteration 9Q: 3 clusters Score -967607 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -967733.937500 Penalty: 3043.468994
	Iteration 10Q: 3 clusters Score -967733.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -967819.062500 Penalty: 3043.468994
	Iteration 11Q: 3 clusters Score -967819.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -967885.187500 Penalty: 3043.468994
	Iteration 12Q: 3 clusters Score -967885.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -967944.437500 Penalty: 3043.468994
	Iteration 13Q: 3 clusters Score -967944.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -968011.437500 Penalty: 3043.468994
	Iteration 14Q: 3 clusters Score -968011.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -968078.000000 Penalty: 3043.468994
	Iteration 15Q: 3 clusters Score -968078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -968142.000000 Penalty: 3043.468994
	Iteration 16Q: 3 clusters Score -968142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -968202.312500 Penalty: 3043.468994
	Iteration 17Q: 3 clusters Score -968202.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -968244.625000 Penalty: 3043.468994
	Iteration 18Q: 3 clusters Score -968244.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -968278.812500 Penalty: 3043.468994
	Iteration 19Q: 3 clusters Score -968278.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -968307.000000 Penalty: 3043.468994
	Iteration 20F: 3 clusters Score -968307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -968338.812500 Penalty: 3043.468994
	Iteration 21Q: 3 clusters Score -968338.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -968369.312500 Penalty: 3043.468994
	Iteration 22Q: 3 clusters Score -968369.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -968386.062500 Penalty: 3043.468994
	Iteration 23Q: 3 clusters Score -968386.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -968408.687500 Penalty: 3043.468994
	Iteration 24Q: 3 clusters Score -968408.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -968427.500000 Penalty: 3043.468994
	Iteration 25Q: 3 clusters Score -968427.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -968451.500000 Penalty: 3043.468994
	Iteration 26Q: 3 clusters Score -968451.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -968471.875000 Penalty: 3043.468994
	Iteration 27Q: 3 clusters Score -968471.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -968487.125000 Penalty: 3043.468994
	Iteration 28Q: 3 clusters Score -968487.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -968497.062500 Penalty: 3043.468994
	Iteration 29Q: 3 clusters Score -968497.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -968504.062500 Penalty: 3043.468994
	Iteration 30Q: 3 clusters Score -968504.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -968510.250000 Penalty: 3043.468994
	Iteration 31Q: 3 clusters Score -968510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -968513.687500 Penalty: 3043.468994
	Iteration 32Q: 3 clusters Score -968513.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -968516.687500 Penalty: 3043.468994
	Iteration 33Q: 3 clusters Score -968516.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -968518.187500 Penalty: 3043.468994
	Iteration 34Q: 3 clusters Score -968518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -968521.937500 Penalty: 3043.468994
	Iteration 35Q: 3 clusters Score -968521.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -968527.937500 Penalty: 3043.468994
	Iteration 36Q: 3 clusters Score -968527.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -968532.250000 Penalty: 3043.468994
	Iteration 37Q: 3 clusters Score -968532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -968533.000000 Penalty: 3043.468994
	Iteration 38Q: 3 clusters Score -968533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -968535.750000 Penalty: 3043.468994
	Iteration 39Q: 3 clusters Score -968535.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -968539.000000 Penalty: 3043.468994
	Iteration 40F: 3 clusters Score -968539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -968540.812500 Penalty: 3043.468994
	Iteration 41Q: 3 clusters Score -968540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -968544.312500 Penalty: 3043.468994
	Iteration 42Q: 3 clusters Score -968544.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -968547.437500 Penalty: 3043.468994
	Iteration 43Q: 3 clusters Score -968547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -968548.437500 Penalty: 3043.468994
	Iteration 44Q: 3 clusters Score -968548.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -968549.312500 Penalty: 3043.468994
	Iteration 45Q: 3 clusters Score -968549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -968551.375000 Penalty: 3043.468994
	Iteration 46Q: 3 clusters Score -968551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -968550.437500 Penalty: 3043.468994
	Iteration 47Q: 3 clusters Score -968550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -968550.562500 Penalty: 3043.468994
	Iteration 48Q: 3 clusters Score -968550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -968551.437500 Penalty: 3043.468994
	Iteration 49Q: 3 clusters Score -968551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -968552.062500 Penalty: 3043.468994
	Iteration 50Q: 3 clusters Score -968552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -968551.375000 Penalty: 3043.468994
	Iteration 51Q: 3 clusters Score -968551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -968553.312500 Penalty: 3043.468994
	Iteration 52Q: 3 clusters Score -968553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -968552.312500 Penalty: 3043.468994
	Iteration 53Q: 3 clusters Score -968552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -968553.062500 Penalty: 3043.468994
	Iteration 54Q: 3 clusters Score -968553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -968556.375000 Penalty: 3043.468994
	Iteration 55Q: 3 clusters Score -968556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -968555.312500 Penalty: 3043.468994
	Iteration 56Q: 3 clusters Score -968555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -968553.250000 Penalty: 3043.468994
	Iteration 57Q: 3 clusters Score -968553.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -968556.937500 Penalty: 3043.468994
	Iteration 58Q: 3 clusters Score -968556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -968556.375000 Penalty: 3043.468994
	Iteration 59Q: 3 clusters Score -968556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -968556.687500 Penalty: 3043.468994
	Iteration 60F: 3 clusters Score -968556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -968558.375000 Penalty: 3043.468994
	Iteration 61Q: 3 clusters Score -968558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -968560.250000 Penalty: 3043.468994
	Iteration 62Q: 3 clusters Score -968560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -968560.500000 Penalty: 3043.468994
	Iteration 63Q: 3 clusters Score -968560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -968561.875000 Penalty: 3043.468994
	Iteration 64Q: 3 clusters Score -968561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -968563.937500 Penalty: 3043.468994
	Iteration 65Q: 3 clusters Score -968563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -968563.500000 Penalty: 3043.468994
	Iteration 66Q: 3 clusters Score -968563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -968565.000000 Penalty: 3043.468994
	Iteration 67Q: 3 clusters Score -968565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -968564.750000 Penalty: 3043.468994
	Iteration 68Q: 3 clusters Score -968564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -968564.562500 Penalty: 3043.468994
	Iteration 69Q: 3 clusters Score -968564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -968564.500000 Penalty: 3043.468994
	Iteration 70Q: 3 clusters Score -968564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -968565.312500 Penalty: 3043.468994
	Iteration 71Q: 3 clusters Score -968565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -968566.875000 Penalty: 3043.468994
	Iteration 72Q: 3 clusters Score -968566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -968566.687500 Penalty: 3043.468994
	Iteration 73Q: 3 clusters Score -968566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -968567.250000 Penalty: 3043.468994
	Iteration 74Q: 3 clusters Score -968567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -968566.562500 Penalty: 3043.468994
	Iteration 75Q: 3 clusters Score -968566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -968566.375000 Penalty: 3043.468994
	Iteration 76Q: 3 clusters Score -968566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -968567.437500 Penalty: 3043.468994
	Iteration 77Q: 3 clusters Score -968567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -968567.625000 Penalty: 3043.468994
	Iteration 78Q: 3 clusters Score -968567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -968567.625000 Penalty: 3043.468994
	Iteration 79F: 3 clusters Score -968567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Entering Unmasked Estep 
Score: -2689628.500000 Penalty: 1678.878784
	Iteration 0F: 2 clusters Score -2689628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2668846.250000 Penalty: 3357.757568
	Iteration 0F: 3 clusters Score -2668846 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2676523.000000 Penalty: 3357.757568
	Iteration 1F: 3 clusters Score -2676523 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2676822.750000 Penalty: 3357.757568
	Iteration 2Q: 3 clusters Score -2676823 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2677074.000000 Penalty: 3357.757568
	Iteration 3Q: 3 clusters Score -2677074 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2677306.250000 Penalty: 3357.757568
	Iteration 4Q: 3 clusters Score -2677306 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2677520.250000 Penalty: 3357.757568
	Iteration 5Q: 3 clusters Score -2677520 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2677701.250000 Penalty: 3357.757568
	Iteration 6Q: 3 clusters Score -2677701 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2677893.250000 Penalty: 3357.757568
	Iteration 7Q: 3 clusters Score -2677893 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2678115.250000 Penalty: 3357.757568
	Iteration 8Q: 3 clusters Score -2678115 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2678361.500000 Penalty: 3357.757568
	Iteration 9Q: 3 clusters Score -2678362 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2678595.250000 Penalty: 3357.757568
	Iteration 10Q: 3 clusters Score -2678595 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2678828.500000 Penalty: 3357.757568
	Iteration 11Q: 3 clusters Score -2678828 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2679069.250000 Penalty: 3357.757568
	Iteration 12Q: 3 clusters Score -2679069 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2679343.000000 Penalty: 3357.757568
	Iteration 13Q: 3 clusters Score -2679343 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2679592.000000 Penalty: 3357.757568
	Iteration 14Q: 3 clusters Score -2679592 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2679895.000000 Penalty: 3357.757568
	Iteration 15Q: 3 clusters Score -2679895 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2680244.750000 Penalty: 3357.757568
	Iteration 16Q: 3 clusters Score -2680245 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2680642.250000 Penalty: 3357.757568
	Iteration 17Q: 3 clusters Score -2680642 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2681150.750000 Penalty: 3357.757568
	Iteration 18Q: 3 clusters Score -2681151 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2681776.750000 Penalty: 3357.757568
	Iteration 19Q: 3 clusters Score -2681777 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2682558.500000 Penalty: 3357.757568
	Iteration 20F: 3 clusters Score -2682558 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2683444.250000 Penalty: 3357.757568
	Iteration 21Q: 3 clusters Score -2683444 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2684325.500000 Penalty: 3357.757568
	Iteration 22Q: 3 clusters Score -2684326 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -2685257.500000 Penalty: 3357.757568
	Iteration 23Q: 3 clusters Score -2685258 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -2686129.500000 Penalty: 3357.757568
	Iteration 24Q: 3 clusters Score -2686130 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -2686832.250000 Penalty: 3357.757568
	Iteration 25Q: 3 clusters Score -2686832 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2687308.750000 Penalty: 3357.757568
	Iteration 26Q: 3 clusters Score -2687309 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -2687625.500000 Penalty: 3357.757568
	Iteration 27Q: 3 clusters Score -2687626 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -2687810.500000 Penalty: 3357.757568
	Iteration 28Q: 3 clusters Score -2687810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -2687937.500000 Penalty: 3357.757568
	Iteration 29Q: 3 clusters Score -2687938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -2687996.000000 Penalty: 3357.757568
	Iteration 30Q: 3 clusters Score -2687996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2688046.250000 Penalty: 3357.757568
	Iteration 31Q: 3 clusters Score -2688046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -2688091.250000 Penalty: 3357.757568
	Iteration 32Q: 3 clusters Score -2688091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -2688115.250000 Penalty: 3357.757568
	Iteration 33Q: 3 clusters Score -2688115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2688122.000000 Penalty: 3357.757568
	Iteration 34Q: 3 clusters Score -2688122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -2688133.250000 Penalty: 3357.757568
	Iteration 35Q: 3 clusters Score -2688133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2688137.500000 Penalty: 3357.757568
	Iteration 36Q: 3 clusters Score -2688138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2688143.250000 Penalty: 3357.757568
	Iteration 37Q: 3 clusters Score -2688143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -2688153.500000 Penalty: 3357.757568
	Iteration 38Q: 3 clusters Score -2688154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2688158.500000 Penalty: 3357.757568
	Iteration 39Q: 3 clusters Score -2688158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -2688168.250000 Penalty: 3357.757568
	Iteration 40F: 3 clusters Score -2688168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -2688175.000000 Penalty: 3357.757568
	Iteration 41Q: 3 clusters Score -2688175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -2688183.750000 Penalty: 3357.757568
	Iteration 42Q: 3 clusters Score -2688184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -2688186.750000 Penalty: 3357.757568
	Iteration 43Q: 3 clusters Score -2688187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -2688192.500000 Penalty: 3357.757568
	Iteration 44Q: 3 clusters Score -2688192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -2688203.500000 Penalty: 3357.757568
	Iteration 45Q: 3 clusters Score -2688204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -2688215.500000 Penalty: 3357.757568
	Iteration 46Q: 3 clusters Score -2688216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -2688220.000000 Penalty: 3357.757568
	Iteration 47Q: 3 clusters Score -2688220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -2688229.500000 Penalty: 3357.757568
	Iteration 48Q: 3 clusters Score -2688230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -2688231.750000 Penalty: 3357.757568
	Iteration 49Q: 3 clusters Score -2688232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -2688235.250000 Penalty: 3357.757568
	Iteration 50Q: 3 clusters Score -2688235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -2688239.000000 Penalty: 3357.757568
	Iteration 51Q: 3 clusters Score -2688239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -2688239.500000 Penalty: 3357.757568
	Iteration 52Q: 3 clusters Score -2688240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -2688241.500000 Penalty: 3357.757568
	Iteration 53Q: 3 clusters Score -2688242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -2688243.750000 Penalty: 3357.757568
	Iteration 54Q: 3 clusters Score -2688244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -2688243.750000 Penalty: 3357.757568
	Iteration 55F: 3 clusters Score -2688244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -161520.203125 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -161520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -159196.281250 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -159196.3 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -160472.515625 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -160472.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -161287.750000 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -161287.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -161803.328125 Penalty: 2544.112305
	Iteration 3F: 3 clusters Score -161803.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -162074.984375 Penalty: 2544.112305
	Iteration 4F: 3 clusters Score -162075 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -162265.281250 Penalty: 2544.112305
	Iteration 5Q: 3 clusters Score -162265.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -162405.296875 Penalty: 2544.112305
	Iteration 6Q: 3 clusters Score -162405.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -162483.109375 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -162483.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -162559.906250 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -162559.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -162600.015625 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -162600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -162613.296875 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -162613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -162620.437500 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -162620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -162625.765625 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -162625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -162626.781250 Penalty: 2544.112305
	Iteration 13Q: 3 clusters Score -162626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -162628.453125 Penalty: 2544.112305
	Iteration 14Q: 3 clusters Score -162628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -162629.328125 Penalty: 2544.112305
	Iteration 15Q: 3 clusters Score -162629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -162630.031250 Penalty: 2544.112305
	Iteration 16Q: 3 clusters Score -162630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -162630.031250 Penalty: 2544.112305
	Iteration 17F: 3 clusters Score -162630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Entering Unmasked Estep 
Score: -76300616.000000 Penalty: 57904.023438
Splitting cluster 10 changes total score from -76300480.000000 to -76300616.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (21517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Entering Unmasked Estep 
Score: -1903233.125000 Penalty: 1621.197266
	Iteration 0F: 2 clusters Score -1903233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1888595.250000 Penalty: 3242.394531
	Iteration 0F: 3 clusters Score -1888595 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1893914.750000 Penalty: 3242.394531
	Iteration 1F: 3 clusters Score -1893915 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1894391.875000 Penalty: 3242.394531
	Iteration 2F: 3 clusters Score -1894392 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1895000.750000 Penalty: 3242.394531
	Iteration 3F: 3 clusters Score -1895001 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1895892.375000 Penalty: 3242.394531
	Iteration 4F: 3 clusters Score -1895892 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1897019.750000 Penalty: 3242.394531
	Iteration 5F: 3 clusters Score -1897020 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1898210.000000 Penalty: 3242.394531
	Iteration 6F: 3 clusters Score -1898210 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1899282.750000 Penalty: 3242.394531
	Iteration 7F: 3 clusters Score -1899283 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1900123.500000 Penalty: 3242.394531
	Iteration 8Q: 3 clusters Score -1900124 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1900726.500000 Penalty: 3242.394531
	Iteration 9Q: 3 clusters Score -1900726 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1901124.625000 Penalty: 3242.394531
	Iteration 10Q: 3 clusters Score -1901125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1901423.125000 Penalty: 3242.394531
	Iteration 11Q: 3 clusters Score -1901423 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -1901689.875000 Penalty: 3242.394531
	Iteration 12Q: 3 clusters Score -1901690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1901894.750000 Penalty: 3242.394531
	Iteration 13Q: 3 clusters Score -1901895 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1902053.500000 Penalty: 3242.394531
	Iteration 14Q: 3 clusters Score -1902054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1902170.250000 Penalty: 3242.394531
	Iteration 15Q: 3 clusters Score -1902170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1902270.250000 Penalty: 3242.394531
	Iteration 16Q: 3 clusters Score -1902270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1902345.375000 Penalty: 3242.394531
	Iteration 17Q: 3 clusters Score -1902345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1902402.875000 Penalty: 3242.394531
	Iteration 18Q: 3 clusters Score -1902403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1902458.625000 Penalty: 3242.394531
	Iteration 19Q: 3 clusters Score -1902459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1902493.500000 Penalty: 3242.394531
	Iteration 20F: 3 clusters Score -1902494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1902524.250000 Penalty: 3242.394531
	Iteration 21Q: 3 clusters Score -1902524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1902538.500000 Penalty: 3242.394531
	Iteration 22Q: 3 clusters Score -1902538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1902558.500000 Penalty: 3242.394531
	Iteration 23Q: 3 clusters Score -1902558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1902573.250000 Penalty: 3242.394531
	Iteration 24Q: 3 clusters Score -1902573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1902586.500000 Penalty: 3242.394531
	Iteration 25Q: 3 clusters Score -1902586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1902597.500000 Penalty: 3242.394531
	Iteration 26Q: 3 clusters Score -1902598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1902606.125000 Penalty: 3242.394531
	Iteration 27Q: 3 clusters Score -1902606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1902611.875000 Penalty: 3242.394531
	Iteration 28Q: 3 clusters Score -1902612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1902616.625000 Penalty: 3242.394531
	Iteration 29Q: 3 clusters Score -1902617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1902621.500000 Penalty: 3242.394531
	Iteration 30Q: 3 clusters Score -1902622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1902622.000000 Penalty: 3242.394531
	Iteration 31Q: 3 clusters Score -1902622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1902624.625000 Penalty: 3242.394531
	Iteration 32Q: 3 clusters Score -1902625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1902625.125000 Penalty: 3242.394531
	Iteration 33Q: 3 clusters Score -1902625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1902623.000000 Penalty: 3242.394531
	Iteration 34Q: 3 clusters Score -1902623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1902623.000000 Penalty: 3242.394531
	Iteration 35F: 3 clusters Score -1902623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Entering Unmasked Estep 
Score: -14039927.000000 Penalty: 1946.631836
	Iteration 0F: 2 clusters Score -1.403993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -13933016.000000 Penalty: 3893.263672
	Iteration 0F: 3 clusters Score -1.393302e+07 nChanged 76900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -13978507.000000 Penalty: 3893.263672
	Iteration 1F: 3 clusters Score -1.397851e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -13979844.000000 Penalty: 3893.263672
	Iteration 2Q: 3 clusters Score -1.397984e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -13981729.000000 Penalty: 3893.263672
	Iteration 3Q: 3 clusters Score -1.398173e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -13984725.000000 Penalty: 3893.263672
	Iteration 4Q: 3 clusters Score -1.398472e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -13989385.000000 Penalty: 3893.263672
	Iteration 5F: 3 clusters Score -1.398938e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -13995752.000000 Penalty: 3893.263672
	Iteration 6F: 3 clusters Score -1.399575e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -14003276.000000 Penalty: 3893.263672
	Iteration 7F: 3 clusters Score -1.400328e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -14010193.000000 Penalty: 3893.263672
	Iteration 8F: 3 clusters Score -1.401019e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -14015233.000000 Penalty: 3893.263672
	Iteration 9Q: 3 clusters Score -1.401523e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -14018388.000000 Penalty: 3893.263672
	Iteration 10Q: 3 clusters Score -1.401839e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127731 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -14020540.000000 Penalty: 3893.263672
	Iteration 11Q: 3 clusters Score -1.402054e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -14022291.000000 Penalty: 3893.263672
	Iteration 12Q: 3 clusters Score -1.402229e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -14024140.000000 Penalty: 3893.263672
	Iteration 13Q: 3 clusters Score -1.402414e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -14025912.000000 Penalty: 3893.263672
	Iteration 14Q: 3 clusters Score -1.402591e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -14027839.000000 Penalty: 3893.263672
	Iteration 15Q: 3 clusters Score -1.402784e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -14029823.000000 Penalty: 3893.263672
	Iteration 16Q: 3 clusters Score -1.402982e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -14031807.000000 Penalty: 3893.263672
	Iteration 17Q: 3 clusters Score -1.403181e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -14033624.000000 Penalty: 3893.263672
	Iteration 18Q: 3 clusters Score -1.403362e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -14035117.000000 Penalty: 3893.263672
	Iteration 19Q: 3 clusters Score -1.403512e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14036476.000000 Penalty: 3893.263672
	Iteration 20F: 3 clusters Score -1.403648e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -14037479.000000 Penalty: 3893.263672
	Iteration 21Q: 3 clusters Score -1.403748e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155997 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -14038174.000000 Penalty: 3893.263672
	Iteration 22Q: 3 clusters Score -1.403817e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -14038558.000000 Penalty: 3893.263672
	Iteration 23Q: 3 clusters Score -1.403856e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156739 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -14038815.000000 Penalty: 3893.263672
	Iteration 24Q: 3 clusters Score -1.403882e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14038976.000000 Penalty: 3893.263672
	Iteration 25Q: 3 clusters Score -1.403898e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14039065.000000 Penalty: 3893.263672
	Iteration 26Q: 3 clusters Score -1.403906e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14039086.000000 Penalty: 3893.263672
	Iteration 27Q: 3 clusters Score -1.403909e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14039136.000000 Penalty: 3893.263672
	Iteration 28Q: 3 clusters Score -1.403914e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -14039165.000000 Penalty: 3893.263672
	Iteration 29Q: 3 clusters Score -1.403916e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14039215.000000 Penalty: 3893.263672
	Iteration 30Q: 3 clusters Score -1.403922e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14039280.000000 Penalty: 3893.263672
	Iteration 31Q: 3 clusters Score -1.403928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14039296.000000 Penalty: 3893.263672
	Iteration 32Q: 3 clusters Score -1.40393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14039329.000000 Penalty: 3893.263672
	Iteration 33Q: 3 clusters Score -1.403933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14039372.000000 Penalty: 3893.263672
	Iteration 34Q: 3 clusters Score -1.403937e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14039372.000000 Penalty: 3893.263672
	Iteration 35Q: 3 clusters Score -1.403937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14039391.000000 Penalty: 3893.263672
	Iteration 36Q: 3 clusters Score -1.403939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14039384.000000 Penalty: 3893.263672
	Iteration 37Q: 3 clusters Score -1.403938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14039375.000000 Penalty: 3893.263672
	Iteration 38Q: 3 clusters Score -1.403938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14039395.000000 Penalty: 3893.263672
	Iteration 39Q: 3 clusters Score -1.40394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14039404.000000 Penalty: 3893.263672
	Iteration 40F: 3 clusters Score -1.40394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -14039406.000000 Penalty: 3893.263672
	Iteration 41Q: 3 clusters Score -1.403941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -14039418.000000 Penalty: 3893.263672
	Iteration 42Q: 3 clusters Score -1.403942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14039420.000000 Penalty: 3893.263672
	Iteration 43Q: 3 clusters Score -1.403942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157113 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14039419.000000 Penalty: 3893.263672
	Iteration 44Q: 3 clusters Score -1.403942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14039427.000000 Penalty: 3893.263672
	Iteration 45Q: 3 clusters Score -1.403943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14039412.000000 Penalty: 3893.263672
	Iteration 46Q: 3 clusters Score -1.403941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14039404.000000 Penalty: 3893.263672
	Iteration 47Q: 3 clusters Score -1.40394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -14039409.000000 Penalty: 3893.263672
	Iteration 48Q: 3 clusters Score -1.403941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -14039397.000000 Penalty: 3893.263672
	Iteration 49Q: 3 clusters Score -1.40394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14039411.000000 Penalty: 3893.263672
	Iteration 50Q: 3 clusters Score -1.403941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14039412.000000 Penalty: 3893.263672
	Iteration 51Q: 3 clusters Score -1.403941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14039405.000000 Penalty: 3893.263672
	Iteration 52Q: 3 clusters Score -1.40394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14039404.000000 Penalty: 3893.263672
	Iteration 53Q: 3 clusters Score -1.40394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14039401.000000 Penalty: 3893.263672
	Iteration 54Q: 3 clusters Score -1.40394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14039401.000000 Penalty: 3893.263672
	Iteration 55F: 3 clusters Score -1.40394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -305457.812500 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -305457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -302292.906250 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -302292.9 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -303471.218750 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -303471.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -304007.718750 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -304007.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -304777.656250 Penalty: 2683.059814
	Iteration 3F: 3 clusters Score -304777.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -305606.000000 Penalty: 2683.059814
	Iteration 4F: 3 clusters Score -305606 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306128.625000 Penalty: 2683.059814
	Iteration 5F: 3 clusters Score -306128.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306496.750000 Penalty: 2683.059814
	Iteration 6F: 3 clusters Score -306496.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -306637.812500 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -306637.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306727.250000 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -306727.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -306767.281250 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -306767.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -306791.343750 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -306791.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -306809.843750 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -306809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -306823.281250 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -306823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -306835.031250 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -306835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -306844.343750 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -306844.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -306853.187500 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -306853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -306862.468750 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -306862.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -306870.156250 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -306870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -306877.000000 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -306877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -306887.906250 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -306887.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -306899.125000 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -306899.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -306910.062500 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -306910.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -306921.781250 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -306921.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -306934.906250 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -306934.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -306945.625000 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -306945.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306954.843750 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -306954.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -306966.625000 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -306966.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306984.000000 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -306984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -307003.812500 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -307003.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -307019.000000 Penalty: 2683.059814
	Iteration 29Q: 3 clusters Score -307019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -307025.875000 Penalty: 2683.059814
	Iteration 30Q: 3 clusters Score -307025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -307029.218750 Penalty: 2683.059814
	Iteration 31Q: 3 clusters Score -307029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -307032.906250 Penalty: 2683.059814
	Iteration 32Q: 3 clusters Score -307032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -307035.812500 Penalty: 2683.059814
	Iteration 33Q: 3 clusters Score -307035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -307038.031250 Penalty: 2683.059814
	Iteration 34Q: 3 clusters Score -307038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -307040.000000 Penalty: 2683.059814
	Iteration 35Q: 3 clusters Score -307040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -307040.625000 Penalty: 2683.059814
	Iteration 36Q: 3 clusters Score -307040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -307041.187500 Penalty: 2683.059814
	Iteration 37Q: 3 clusters Score -307041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -307041.750000 Penalty: 2683.059814
	Iteration 38Q: 3 clusters Score -307041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -307041.812500 Penalty: 2683.059814
	Iteration 39Q: 3 clusters Score -307041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -307041.812500 Penalty: 2683.059814
	Iteration 40F: 3 clusters Score -307041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Entering Unmasked Estep 
Score: -76301024.000000 Penalty: 60131.101562
Splitting cluster 13 changes total score from -76300480.000000 to -76301024.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -1047880.875000 Penalty: 1528.660156
	Iteration 0F: 2 clusters Score -1047881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1039335.687500 Penalty: 3057.320312
	Iteration 0F: 3 clusters Score -1039336 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1042181.312500 Penalty: 3057.320312
	Iteration 1F: 3 clusters Score -1042181 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1042464.500000 Penalty: 3057.320312
	Iteration 2F: 3 clusters Score -1042464 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1042721.250000 Penalty: 3057.320312
	Iteration 3Q: 3 clusters Score -1042721 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1042997.500000 Penalty: 3057.320312
	Iteration 4F: 3 clusters Score -1042998 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1043315.375000 Penalty: 3057.320312
	Iteration 5F: 3 clusters Score -1043315 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1043697.500000 Penalty: 3057.320312
	Iteration 6F: 3 clusters Score -1043698 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1044203.000000 Penalty: 3057.320312
	Iteration 7F: 3 clusters Score -1044203 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1044719.250000 Penalty: 3057.320312
	Iteration 8F: 3 clusters Score -1044719 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1045225.375000 Penalty: 3057.320312
	Iteration 9F: 3 clusters Score -1045225 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1045609.812500 Penalty: 3057.320312
	Iteration 10Q: 3 clusters Score -1045610 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1045893.375000 Penalty: 3057.320312
	Iteration 11Q: 3 clusters Score -1045893 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1046116.812500 Penalty: 3057.320312
	Iteration 12Q: 3 clusters Score -1046117 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1046271.625000 Penalty: 3057.320312
	Iteration 13Q: 3 clusters Score -1046272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1046383.562500 Penalty: 3057.320312
	Iteration 14Q: 3 clusters Score -1046384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1046439.562500 Penalty: 3057.320312
	Iteration 15Q: 3 clusters Score -1046440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1046471.250000 Penalty: 3057.320312
	Iteration 16Q: 3 clusters Score -1046471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1046501.812500 Penalty: 3057.320312
	Iteration 17Q: 3 clusters Score -1046502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1046520.250000 Penalty: 3057.320312
	Iteration 18Q: 3 clusters Score -1046520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1046542.375000 Penalty: 3057.320312
	Iteration 19Q: 3 clusters Score -1046542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1046563.500000 Penalty: 3057.320312
	Iteration 20F: 3 clusters Score -1046564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1046589.750000 Penalty: 3057.320312
	Iteration 21Q: 3 clusters Score -1046590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1046609.375000 Penalty: 3057.320312
	Iteration 22Q: 3 clusters Score -1046609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1046622.125000 Penalty: 3057.320312
	Iteration 23Q: 3 clusters Score -1046622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1046627.375000 Penalty: 3057.320312
	Iteration 24Q: 3 clusters Score -1046627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1046637.125000 Penalty: 3057.320312
	Iteration 25Q: 3 clusters Score -1046637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1046645.187500 Penalty: 3057.320312
	Iteration 26Q: 3 clusters Score -1046645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1046653.187500 Penalty: 3057.320312
	Iteration 27Q: 3 clusters Score -1046653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1046659.562500 Penalty: 3057.320312
	Iteration 28Q: 3 clusters Score -1046660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1046668.187500 Penalty: 3057.320312
	Iteration 29Q: 3 clusters Score -1046668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1046673.062500 Penalty: 3057.320312
	Iteration 30Q: 3 clusters Score -1046673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1046675.375000 Penalty: 3057.320312
	Iteration 31Q: 3 clusters Score -1046675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1046680.312500 Penalty: 3057.320312
	Iteration 32Q: 3 clusters Score -1046680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1046684.812500 Penalty: 3057.320312
	Iteration 33Q: 3 clusters Score -1046685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1046683.375000 Penalty: 3057.320312
	Iteration 34Q: 3 clusters Score -1046683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1046683.187500 Penalty: 3057.320312
	Iteration 35Q: 3 clusters Score -1046683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1046686.875000 Penalty: 3057.320312
	Iteration 36Q: 3 clusters Score -1046687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1046685.812500 Penalty: 3057.320312
	Iteration 37Q: 3 clusters Score -1046686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1046685.812500 Penalty: 3057.320312
	Iteration 38F: 3 clusters Score -1046686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Entering Unmasked Estep 
Score: -2422373.000000 Penalty: 1666.069458
	Iteration 0F: 2 clusters Score -2422373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2403290.250000 Penalty: 3332.138916
	Iteration 0F: 3 clusters Score -2403290 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2410445.750000 Penalty: 3332.138916
	Iteration 1F: 3 clusters Score -2410446 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2410814.500000 Penalty: 3332.138916
	Iteration 2Q: 3 clusters Score -2410814 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2411256.000000 Penalty: 3332.138916
	Iteration 3Q: 3 clusters Score -2411256 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2411881.750000 Penalty: 3332.138916
	Iteration 4F: 3 clusters Score -2411882 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2412793.000000 Penalty: 3332.138916
	Iteration 5F: 3 clusters Score -2412793 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2414093.750000 Penalty: 3332.138916
	Iteration 6F: 3 clusters Score -2414094 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2415712.750000 Penalty: 3332.138916
	Iteration 7F: 3 clusters Score -2415713 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2417247.500000 Penalty: 3332.138916
	Iteration 8F: 3 clusters Score -2417248 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2418576.500000 Penalty: 3332.138916
	Iteration 9F: 3 clusters Score -2418576 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2419568.000000 Penalty: 3332.138916
	Iteration 10Q: 3 clusters Score -2419568 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2420216.500000 Penalty: 3332.138916
	Iteration 11Q: 3 clusters Score -2420216 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2420587.750000 Penalty: 3332.138916
	Iteration 12Q: 3 clusters Score -2420588 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2420740.250000 Penalty: 3332.138916
	Iteration 13Q: 3 clusters Score -2420740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2420839.750000 Penalty: 3332.138916
	Iteration 14Q: 3 clusters Score -2420840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2420901.000000 Penalty: 3332.138916
	Iteration 15Q: 3 clusters Score -2420901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2420938.500000 Penalty: 3332.138916
	Iteration 16Q: 3 clusters Score -2420938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2420957.250000 Penalty: 3332.138916
	Iteration 17Q: 3 clusters Score -2420957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2420959.000000 Penalty: 3332.138916
	Iteration 18Q: 3 clusters Score -2420959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2420963.500000 Penalty: 3332.138916
	Iteration 19Q: 3 clusters Score -2420964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2420963.500000 Penalty: 3332.138916
	Iteration 20F: 3 clusters Score -2420964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2420966.000000 Penalty: 3332.138916
	Iteration 21Q: 3 clusters Score -2420966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2420965.500000 Penalty: 3332.138916
	Iteration 22Q: 3 clusters Score -2420966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2420968.750000 Penalty: 3332.138916
	Iteration 23Q: 3 clusters Score -2420969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2420968.750000 Penalty: 3332.138916
	Iteration 24F: 3 clusters Score -2420969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -199805.515625 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -199805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -197456.562500 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -197456.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198283.265625 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -198283.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -198609.203125 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -198609.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -198821.718750 Penalty: 2544.112305
	Iteration 3F: 3 clusters Score -198821.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198954.265625 Penalty: 2544.112305
	Iteration 4F: 3 clusters Score -198954.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -199028.593750 Penalty: 2544.112305
	Iteration 5Q: 3 clusters Score -199028.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199084.765625 Penalty: 2544.112305
	Iteration 6Q: 3 clusters Score -199084.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -199159.125000 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -199159.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -199237.859375 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -199237.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199319.812500 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -199319.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -199404.515625 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -199404.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -199460.609375 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -199460.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199508.421875 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -199508.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199546.265625 Penalty: 2544.112305
	Iteration 13Q: 3 clusters Score -199546.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -199578.656250 Penalty: 2544.112305
	Iteration 14Q: 3 clusters Score -199578.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -199611.203125 Penalty: 2544.112305
	Iteration 15Q: 3 clusters Score -199611.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199699.062500 Penalty: 2544.112305
	Iteration 16Q: 3 clusters Score -199699.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -199801.750000 Penalty: 2544.112305
	Iteration 17Q: 3 clusters Score -199801.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -199928.609375 Penalty: 2544.112305
	Iteration 18Q: 3 clusters Score -199928.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -200312.031250 Penalty: 2544.112305
	Iteration 19Q: 3 clusters Score -200312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -200433.187500 Penalty: 2544.112305
	Iteration 20F: 3 clusters Score -200433.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -200468.546875 Penalty: 2544.112305
	Iteration 21Q: 3 clusters Score -200468.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -200483.140625 Penalty: 2544.112305
	Iteration 22Q: 3 clusters Score -200483.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -200491.109375 Penalty: 2544.112305
	Iteration 23Q: 3 clusters Score -200491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200497.781250 Penalty: 2544.112305
	Iteration 24Q: 3 clusters Score -200497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -200499.859375 Penalty: 2544.112305
	Iteration 25Q: 3 clusters Score -200499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -200499.859375 Penalty: 2544.112305
	Iteration 26F: 3 clusters Score -200499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 1159 members 
Entering Unmasked Estep 
Score: -76300608.000000 Penalty: 62358.179688
Splitting cluster 16 changes total score from -76300480.000000 to -76300608.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (79679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Entering Unmasked Estep 
Score: -7110013.500000 Penalty: 1833.936157
	Iteration 0F: 2 clusters Score -7110014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7056718.000000 Penalty: 3667.872314
	Iteration 0F: 3 clusters Score -7056718 nChanged 38090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7078776.500000 Penalty: 3667.872314
	Iteration 1F: 3 clusters Score -7078776 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7079727.500000 Penalty: 3667.872314
	Iteration 2Q: 3 clusters Score -7079728 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7081106.000000 Penalty: 3667.872314
	Iteration 3Q: 3 clusters Score -7081106 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -7083004.000000 Penalty: 3667.872314
	Iteration 4Q: 3 clusters Score -7083004 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -7085571.000000 Penalty: 3667.872314
	Iteration 5F: 3 clusters Score -7085571 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -7088566.500000 Penalty: 3667.872314
	Iteration 6F: 3 clusters Score -7088566 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -7091679.500000 Penalty: 3667.872314
	Iteration 7F: 3 clusters Score -7091680 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -7094214.000000 Penalty: 3667.872314
	Iteration 8F: 3 clusters Score -7094214 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7096053.000000 Penalty: 3667.872314
	Iteration 9Q: 3 clusters Score -7096053 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -7097242.500000 Penalty: 3667.872314
	Iteration 10Q: 3 clusters Score -7097242 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -7098013.500000 Penalty: 3667.872314
	Iteration 11Q: 3 clusters Score -7098014 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -7098482.500000 Penalty: 3667.872314
	Iteration 12Q: 3 clusters Score -7098482 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7098774.500000 Penalty: 3667.872314
	Iteration 13Q: 3 clusters Score -7098774 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -7099068.000000 Penalty: 3667.872314
	Iteration 14Q: 3 clusters Score -7099068 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -7099256.500000 Penalty: 3667.872314
	Iteration 15Q: 3 clusters Score -7099256 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -7099471.000000 Penalty: 3667.872314
	Iteration 16Q: 3 clusters Score -7099471 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7099600.500000 Penalty: 3667.872314
	Iteration 17Q: 3 clusters Score -7099600 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -7099701.000000 Penalty: 3667.872314
	Iteration 18Q: 3 clusters Score -7099701 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7099776.000000 Penalty: 3667.872314
	Iteration 19Q: 3 clusters Score -7099776 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7099846.500000 Penalty: 3667.872314
	Iteration 20F: 3 clusters Score -7099846 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -7099904.500000 Penalty: 3667.872314
	Iteration 21Q: 3 clusters Score -7099904 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7099951.000000 Penalty: 3667.872314
	Iteration 22Q: 3 clusters Score -7099951 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -7100000.500000 Penalty: 3667.872314
	Iteration 23Q: 3 clusters Score -7100000 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -7100066.500000 Penalty: 3667.872314
	Iteration 24Q: 3 clusters Score -7100066 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7100141.000000 Penalty: 3667.872314
	Iteration 25Q: 3 clusters Score -7100141 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7100174.500000 Penalty: 3667.872314
	Iteration 26Q: 3 clusters Score -7100174 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7100201.500000 Penalty: 3667.872314
	Iteration 27Q: 3 clusters Score -7100202 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7100234.500000 Penalty: 3667.872314
	Iteration 28Q: 3 clusters Score -7100234 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -7100294.000000 Penalty: 3667.872314
	Iteration 29Q: 3 clusters Score -7100294 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7100359.000000 Penalty: 3667.872314
	Iteration 30Q: 3 clusters Score -7100359 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -7100422.000000 Penalty: 3667.872314
	Iteration 31Q: 3 clusters Score -7100422 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7100479.000000 Penalty: 3667.872314
	Iteration 32Q: 3 clusters Score -7100479 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -7100555.500000 Penalty: 3667.872314
	Iteration 33Q: 3 clusters Score -7100556 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -7100632.500000 Penalty: 3667.872314
	Iteration 34Q: 3 clusters Score -7100632 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -7100730.500000 Penalty: 3667.872314
	Iteration 35Q: 3 clusters Score -7100730 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7100845.000000 Penalty: 3667.872314
	Iteration 36Q: 3 clusters Score -7100845 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -7101004.500000 Penalty: 3667.872314
	Iteration 37Q: 3 clusters Score -7101004 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7101184.500000 Penalty: 3667.872314
	Iteration 38Q: 3 clusters Score -7101184 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -7101408.500000 Penalty: 3667.872314
	Iteration 39Q: 3 clusters Score -7101408 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -7101577.500000 Penalty: 3667.872314
	Iteration 40F: 3 clusters Score -7101578 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -7101851.000000 Penalty: 3667.872314
	Iteration 41Q: 3 clusters Score -7101851 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -7102114.500000 Penalty: 3667.872314
	Iteration 42Q: 3 clusters Score -7102114 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -7102460.500000 Penalty: 3667.872314
	Iteration 43Q: 3 clusters Score -7102460 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7102832.500000 Penalty: 3667.872314
	Iteration 44Q: 3 clusters Score -7102832 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -7103260.000000 Penalty: 3667.872314
	Iteration 45Q: 3 clusters Score -7103260 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -7103755.000000 Penalty: 3667.872314
	Iteration 46Q: 3 clusters Score -7103755 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -7104306.000000 Penalty: 3667.872314
	Iteration 47Q: 3 clusters Score -7104306 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -7104956.000000 Penalty: 3667.872314
	Iteration 48Q: 3 clusters Score -7104956 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -7105597.000000 Penalty: 3667.872314
	Iteration 49Q: 3 clusters Score -7105597 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7106219.500000 Penalty: 3667.872314
	Iteration 50Q: 3 clusters Score -7106220 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7106888.500000 Penalty: 3667.872314
	Iteration 51Q: 3 clusters Score -7106888 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7107440.000000 Penalty: 3667.872314
	Iteration 52Q: 3 clusters Score -7107440 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7107873.000000 Penalty: 3667.872314
	Iteration 53Q: 3 clusters Score -7107873 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7108247.000000 Penalty: 3667.872314
	Iteration 54Q: 3 clusters Score -7108247 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7108478.000000 Penalty: 3667.872314
	Iteration 55Q: 3 clusters Score -7108478 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7108659.000000 Penalty: 3667.872314
	Iteration 56Q: 3 clusters Score -7108659 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7108766.500000 Penalty: 3667.872314
	Iteration 57Q: 3 clusters Score -7108766 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7108856.000000 Penalty: 3667.872314
	Iteration 58Q: 3 clusters Score -7108856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7108894.000000 Penalty: 3667.872314
	Iteration 59Q: 3 clusters Score -7108894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7108937.000000 Penalty: 3667.872314
	Iteration 60F: 3 clusters Score -7108937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7108965.500000 Penalty: 3667.872314
	Iteration 61Q: 3 clusters Score -7108966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7108979.500000 Penalty: 3667.872314
	Iteration 62Q: 3 clusters Score -7108980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7108989.500000 Penalty: 3667.872314
	Iteration 63Q: 3 clusters Score -7108990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7108994.000000 Penalty: 3667.872314
	Iteration 64Q: 3 clusters Score -7108994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7108995.500000 Penalty: 3667.872314
	Iteration 65Q: 3 clusters Score -7108996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7109003.000000 Penalty: 3667.872314
	Iteration 66Q: 3 clusters Score -7109003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7108999.000000 Penalty: 3667.872314
	Iteration 67Q: 3 clusters Score -7108999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7109000.500000 Penalty: 3667.872314
	Iteration 68Q: 3 clusters Score -7109000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7109004.500000 Penalty: 3667.872314
	Iteration 69Q: 3 clusters Score -7109004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7109008.500000 Penalty: 3667.872314
	Iteration 70Q: 3 clusters Score -7109008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7109008.500000 Penalty: 3667.872314
	Iteration 71Q: 3 clusters Score -7109008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7109010.000000 Penalty: 3667.872314
	Iteration 72Q: 3 clusters Score -7109010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7109016.000000 Penalty: 3667.872314
	Iteration 73Q: 3 clusters Score -7109016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7109016.500000 Penalty: 3667.872314
	Iteration 74Q: 3 clusters Score -7109016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7109017.500000 Penalty: 3667.872314
	Iteration 75Q: 3 clusters Score -7109018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7109018.000000 Penalty: 3667.872314
	Iteration 76Q: 3 clusters Score -7109018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7109021.500000 Penalty: 3667.872314
	Iteration 77Q: 3 clusters Score -7109022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7109013.000000 Penalty: 3667.872314
	Iteration 78Q: 3 clusters Score -7109013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7109016.000000 Penalty: 3667.872314
	Iteration 79Q: 3 clusters Score -7109016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7109014.500000 Penalty: 3667.872314
	Iteration 80F: 3 clusters Score -7109014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7109019.500000 Penalty: 3667.872314
	Iteration 81Q: 3 clusters Score -7109020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7109021.000000 Penalty: 3667.872314
	Iteration 82Q: 3 clusters Score -7109021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7109021.000000 Penalty: 3667.872314
	Iteration 83F: 3 clusters Score -7109021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Entering Unmasked Estep 
Score: -4122906.750000 Penalty: 1750.874634
	Iteration 0F: 2 clusters Score -4122907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4090934.250000 Penalty: 3501.749268
	Iteration 0F: 3 clusters Score -4090934 nChanged 22384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4103714.000000 Penalty: 3501.749268
	Iteration 1F: 3 clusters Score -4103714 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4104707.500000 Penalty: 3501.749268
	Iteration 2Q: 3 clusters Score -4104708 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4106218.750000 Penalty: 3501.749268
	Iteration 3F: 3 clusters Score -4106219 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4108221.500000 Penalty: 3501.749268
	Iteration 4F: 3 clusters Score -4108222 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4110474.750000 Penalty: 3501.749268
	Iteration 5F: 3 clusters Score -4110475 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4112226.500000 Penalty: 3501.749268
	Iteration 6F: 3 clusters Score -4112226 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4113245.500000 Penalty: 3501.749268
	Iteration 7F: 3 clusters Score -4113246 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4113792.500000 Penalty: 3501.749268
	Iteration 8Q: 3 clusters Score -4113792 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4114089.000000 Penalty: 3501.749268
	Iteration 9Q: 3 clusters Score -4114089 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4114254.750000 Penalty: 3501.749268
	Iteration 10Q: 3 clusters Score -4114255 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4114375.750000 Penalty: 3501.749268
	Iteration 11Q: 3 clusters Score -4114376 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4114475.250000 Penalty: 3501.749268
	Iteration 12Q: 3 clusters Score -4114475 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4114580.750000 Penalty: 3501.749268
	Iteration 13Q: 3 clusters Score -4114581 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4114700.750000 Penalty: 3501.749268
	Iteration 14Q: 3 clusters Score -4114701 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4114886.500000 Penalty: 3501.749268
	Iteration 15Q: 3 clusters Score -4114886 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4115081.500000 Penalty: 3501.749268
	Iteration 16Q: 3 clusters Score -4115082 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4115346.250000 Penalty: 3501.749268
	Iteration 17Q: 3 clusters Score -4115346 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4115624.250000 Penalty: 3501.749268
	Iteration 18Q: 3 clusters Score -4115624 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4116046.750000 Penalty: 3501.749268
	Iteration 19Q: 3 clusters Score -4116047 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4116540.750000 Penalty: 3501.749268
	Iteration 20F: 3 clusters Score -4116541 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4117030.250000 Penalty: 3501.749268
	Iteration 21Q: 3 clusters Score -4117030 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4117598.750000 Penalty: 3501.749268
	Iteration 22Q: 3 clusters Score -4117599 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4118256.250000 Penalty: 3501.749268
	Iteration 23Q: 3 clusters Score -4118256 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4118892.000000 Penalty: 3501.749268
	Iteration 24Q: 3 clusters Score -4118892 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4119408.250000 Penalty: 3501.749268
	Iteration 25Q: 3 clusters Score -4119408 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4119753.500000 Penalty: 3501.749268
	Iteration 26Q: 3 clusters Score -4119754 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4120000.000000 Penalty: 3501.749268
	Iteration 27Q: 3 clusters Score -4120000 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4120235.000000 Penalty: 3501.749268
	Iteration 28Q: 3 clusters Score -4120235 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4120452.500000 Penalty: 3501.749268
	Iteration 29Q: 3 clusters Score -4120452 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4120623.250000 Penalty: 3501.749268
	Iteration 30Q: 3 clusters Score -4120623 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4120769.250000 Penalty: 3501.749268
	Iteration 31Q: 3 clusters Score -4120769 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4120885.250000 Penalty: 3501.749268
	Iteration 32Q: 3 clusters Score -4120885 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4121000.250000 Penalty: 3501.749268
	Iteration 33Q: 3 clusters Score -4121000 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4121084.250000 Penalty: 3501.749268
	Iteration 34Q: 3 clusters Score -4121084 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4121155.750000 Penalty: 3501.749268
	Iteration 35Q: 3 clusters Score -4121156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4121205.750000 Penalty: 3501.749268
	Iteration 36Q: 3 clusters Score -4121206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4121245.250000 Penalty: 3501.749268
	Iteration 37Q: 3 clusters Score -4121245 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4121288.250000 Penalty: 3501.749268
	Iteration 38Q: 3 clusters Score -4121288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4121318.750000 Penalty: 3501.749268
	Iteration 39Q: 3 clusters Score -4121319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4121354.750000 Penalty: 3501.749268
	Iteration 40F: 3 clusters Score -4121355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4121383.750000 Penalty: 3501.749268
	Iteration 41Q: 3 clusters Score -4121384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4121419.750000 Penalty: 3501.749268
	Iteration 42Q: 3 clusters Score -4121420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4121444.500000 Penalty: 3501.749268
	Iteration 43Q: 3 clusters Score -4121444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4121462.250000 Penalty: 3501.749268
	Iteration 44Q: 3 clusters Score -4121462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4121484.750000 Penalty: 3501.749268
	Iteration 45Q: 3 clusters Score -4121485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4121499.250000 Penalty: 3501.749268
	Iteration 46Q: 3 clusters Score -4121499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4121502.000000 Penalty: 3501.749268
	Iteration 47Q: 3 clusters Score -4121502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4121514.000000 Penalty: 3501.749268
	Iteration 48Q: 3 clusters Score -4121514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4121522.750000 Penalty: 3501.749268
	Iteration 49Q: 3 clusters Score -4121523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4121529.500000 Penalty: 3501.749268
	Iteration 50Q: 3 clusters Score -4121530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4121541.750000 Penalty: 3501.749268
	Iteration 51Q: 3 clusters Score -4121542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4121548.250000 Penalty: 3501.749268
	Iteration 52Q: 3 clusters Score -4121548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4121564.500000 Penalty: 3501.749268
	Iteration 53Q: 3 clusters Score -4121564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4121579.750000 Penalty: 3501.749268
	Iteration 54Q: 3 clusters Score -4121580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4121591.500000 Penalty: 3501.749268
	Iteration 55Q: 3 clusters Score -4121592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4121602.500000 Penalty: 3501.749268
	Iteration 56Q: 3 clusters Score -4121602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4121608.250000 Penalty: 3501.749268
	Iteration 57Q: 3 clusters Score -4121608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4121609.250000 Penalty: 3501.749268
	Iteration 58Q: 3 clusters Score -4121609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4121613.000000 Penalty: 3501.749268
	Iteration 59Q: 3 clusters Score -4121613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4121625.500000 Penalty: 3501.749268
	Iteration 60F: 3 clusters Score -4121626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4121617.500000 Penalty: 3501.749268
	Iteration 61Q: 3 clusters Score -4121618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4121622.750000 Penalty: 3501.749268
	Iteration 62Q: 3 clusters Score -4121623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4121624.500000 Penalty: 3501.749268
	Iteration 63Q: 3 clusters Score -4121624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4121624.750000 Penalty: 3501.749268
	Iteration 64Q: 3 clusters Score -4121625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4121630.000000 Penalty: 3501.749268
	Iteration 65Q: 3 clusters Score -4121630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4121630.500000 Penalty: 3501.749268
	Iteration 66Q: 3 clusters Score -4121630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4121634.750000 Penalty: 3501.749268
	Iteration 67Q: 3 clusters Score -4121635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4121631.000000 Penalty: 3501.749268
	Iteration 68Q: 3 clusters Score -4121631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4121629.000000 Penalty: 3501.749268
	Iteration 69Q: 3 clusters Score -4121629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4121634.750000 Penalty: 3501.749268
	Iteration 70Q: 3 clusters Score -4121635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4121634.500000 Penalty: 3501.749268
	Iteration 71Q: 3 clusters Score -4121634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4121635.500000 Penalty: 3501.749268
	Iteration 72Q: 3 clusters Score -4121636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4121634.500000 Penalty: 3501.749268
	Iteration 73Q: 3 clusters Score -4121634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4121637.250000 Penalty: 3501.749268
	Iteration 74Q: 3 clusters Score -4121637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4121638.750000 Penalty: 3501.749268
	Iteration 75Q: 3 clusters Score -4121639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4121641.000000 Penalty: 3501.749268
	Iteration 76Q: 3 clusters Score -4121641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4121639.250000 Penalty: 3501.749268
	Iteration 77Q: 3 clusters Score -4121639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4121641.750000 Penalty: 3501.749268
	Iteration 78Q: 3 clusters Score -4121642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4121639.500000 Penalty: 3501.749268
	Iteration 79Q: 3 clusters Score -4121640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4121638.750000 Penalty: 3501.749268
	Iteration 80F: 3 clusters Score -4121639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4121640.500000 Penalty: 3501.749268
	Iteration 81Q: 3 clusters Score -4121640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4121640.500000 Penalty: 3501.749268
	Iteration 82F: 3 clusters Score -4121640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -605695.187500 Penalty: 1451.763184
	Iteration 0F: 2 clusters Score -605695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -600103.750000 Penalty: 2903.526367
	Iteration 0F: 3 clusters Score -600103.8 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -601959.500000 Penalty: 2903.526367
	Iteration 1F: 3 clusters Score -601959.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -602508.687500 Penalty: 2903.526367
	Iteration 2F: 3 clusters Score -602508.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -603094.937500 Penalty: 2903.526367
	Iteration 3F: 3 clusters Score -603094.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -603637.125000 Penalty: 2903.526367
	Iteration 4F: 3 clusters Score -603637.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -604071.125000 Penalty: 2903.526367
	Iteration 5F: 3 clusters Score -604071.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -604376.187500 Penalty: 2903.526367
	Iteration 6F: 3 clusters Score -604376.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -604581.750000 Penalty: 2903.526367
	Iteration 7Q: 3 clusters Score -604581.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -604707.250000 Penalty: 2903.526367
	Iteration 8Q: 3 clusters Score -604707.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -604789.125000 Penalty: 2903.526367
	Iteration 9Q: 3 clusters Score -604789.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -604837.312500 Penalty: 2903.526367
	Iteration 10Q: 3 clusters Score -604837.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -604884.250000 Penalty: 2903.526367
	Iteration 11Q: 3 clusters Score -604884.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -604914.437500 Penalty: 2903.526367
	Iteration 12Q: 3 clusters Score -604914.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -604940.187500 Penalty: 2903.526367
	Iteration 13Q: 3 clusters Score -604940.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -604963.937500 Penalty: 2903.526367
	Iteration 14Q: 3 clusters Score -604963.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -604985.437500 Penalty: 2903.526367
	Iteration 15Q: 3 clusters Score -604985.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -605009.625000 Penalty: 2903.526367
	Iteration 16Q: 3 clusters Score -605009.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -605034.562500 Penalty: 2903.526367
	Iteration 17Q: 3 clusters Score -605034.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -605054.312500 Penalty: 2903.526367
	Iteration 18Q: 3 clusters Score -605054.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -605068.687500 Penalty: 2903.526367
	Iteration 19Q: 3 clusters Score -605068.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -605085.625000 Penalty: 2903.526367
	Iteration 20F: 3 clusters Score -605085.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -605101.062500 Penalty: 2903.526367
	Iteration 21Q: 3 clusters Score -605101.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -605116.062500 Penalty: 2903.526367
	Iteration 22Q: 3 clusters Score -605116.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -605138.750000 Penalty: 2903.526367
	Iteration 23Q: 3 clusters Score -605138.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -605174.437500 Penalty: 2903.526367
	Iteration 24Q: 3 clusters Score -605174.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -605213.187500 Penalty: 2903.526367
	Iteration 25Q: 3 clusters Score -605213.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -605267.812500 Penalty: 2903.526367
	Iteration 26Q: 3 clusters Score -605267.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -605333.937500 Penalty: 2903.526367
	Iteration 27Q: 3 clusters Score -605333.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -605394.875000 Penalty: 2903.526367
	Iteration 28Q: 3 clusters Score -605394.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -605454.187500 Penalty: 2903.526367
	Iteration 29Q: 3 clusters Score -605454.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -605489.375000 Penalty: 2903.526367
	Iteration 30Q: 3 clusters Score -605489.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -605511.062500 Penalty: 2903.526367
	Iteration 31Q: 3 clusters Score -605511.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -605529.375000 Penalty: 2903.526367
	Iteration 32Q: 3 clusters Score -605529.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -605548.750000 Penalty: 2903.526367
	Iteration 33Q: 3 clusters Score -605548.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -605587.875000 Penalty: 2903.526367
	Iteration 34Q: 3 clusters Score -605587.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -605620.937500 Penalty: 2903.526367
	Iteration 35Q: 3 clusters Score -605620.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -605639.500000 Penalty: 2903.526367
	Iteration 36Q: 3 clusters Score -605639.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -605651.562500 Penalty: 2903.526367
	Iteration 37Q: 3 clusters Score -605651.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -605659.062500 Penalty: 2903.526367
	Iteration 38Q: 3 clusters Score -605659.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -605669.500000 Penalty: 2903.526367
	Iteration 39Q: 3 clusters Score -605669.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -605675.687500 Penalty: 2903.526367
	Iteration 40F: 3 clusters Score -605675.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -605683.062500 Penalty: 2903.526367
	Iteration 41Q: 3 clusters Score -605683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -605685.625000 Penalty: 2903.526367
	Iteration 42Q: 3 clusters Score -605685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -605687.500000 Penalty: 2903.526367
	Iteration 43Q: 3 clusters Score -605687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -605690.187500 Penalty: 2903.526367
	Iteration 44Q: 3 clusters Score -605690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -605691.187500 Penalty: 2903.526367
	Iteration 45Q: 3 clusters Score -605691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -605692.625000 Penalty: 2903.526367
	Iteration 46Q: 3 clusters Score -605692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -605691.812500 Penalty: 2903.526367
	Iteration 47Q: 3 clusters Score -605691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -605694.187500 Penalty: 2903.526367
	Iteration 48Q: 3 clusters Score -605694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -605695.500000 Penalty: 2903.526367
	Iteration 49Q: 3 clusters Score -605695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -605694.812500 Penalty: 2903.526367
	Iteration 50Q: 3 clusters Score -605694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -605696.375000 Penalty: 2903.526367
	Iteration 51Q: 3 clusters Score -605696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -605696.437500 Penalty: 2903.526367
	Iteration 52Q: 3 clusters Score -605696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -605696.312500 Penalty: 2903.526367
	Iteration 53Q: 3 clusters Score -605696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -605696.312500 Penalty: 2903.526367
	Iteration 54F: 3 clusters Score -605696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 16556 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 5955 members 
Entering Unmasked Estep 
Score: -76299848.000000 Penalty: 64585.257812
Splitting cluster 19 changes total score from -76300480.000000 to -76299848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (18050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Entering Unmasked Estep 
Score: -1564356.125000 Penalty: 1592.646484
	Iteration 0F: 2 clusters Score -1564356 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 9037 members 
Entering Unmasked Estep 
Score: -1551947.375000 Penalty: 3185.292969
	Iteration 0F: 3 clusters Score -1551947 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1556323.750000 Penalty: 3185.292969
	Iteration 1F: 3 clusters Score -1556324 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1556628.250000 Penalty: 3185.292969
	Iteration 2Q: 3 clusters Score -1556628 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1556922.750000 Penalty: 3185.292969
	Iteration 3Q: 3 clusters Score -1556923 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1557185.750000 Penalty: 3185.292969
	Iteration 4Q: 3 clusters Score -1557186 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1557464.875000 Penalty: 3185.292969
	Iteration 5Q: 3 clusters Score -1557465 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1557800.250000 Penalty: 3185.292969
	Iteration 6Q: 3 clusters Score -1557800 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1558172.125000 Penalty: 3185.292969
	Iteration 7Q: 3 clusters Score -1558172 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1558591.125000 Penalty: 3185.292969
	Iteration 8Q: 3 clusters Score -1558591 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1558973.875000 Penalty: 3185.292969
	Iteration 9Q: 3 clusters Score -1558974 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1559307.375000 Penalty: 3185.292969
	Iteration 10Q: 3 clusters Score -1559307 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1559606.125000 Penalty: 3185.292969
	Iteration 11Q: 3 clusters Score -1559606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1559898.500000 Penalty: 3185.292969
	Iteration 12Q: 3 clusters Score -1559898 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1560174.125000 Penalty: 3185.292969
	Iteration 13Q: 3 clusters Score -1560174 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1560429.625000 Penalty: 3185.292969
	Iteration 14Q: 3 clusters Score -1560430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1560621.500000 Penalty: 3185.292969
	Iteration 15Q: 3 clusters Score -1560622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1560765.125000 Penalty: 3185.292969
	Iteration 16Q: 3 clusters Score -1560765 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1560886.500000 Penalty: 3185.292969
	Iteration 17Q: 3 clusters Score -1560886 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1560996.125000 Penalty: 3185.292969
	Iteration 18Q: 3 clusters Score -1560996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1561098.750000 Penalty: 3185.292969
	Iteration 19Q: 3 clusters Score -1561099 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1561183.000000 Penalty: 3185.292969
	Iteration 20F: 3 clusters Score -1561183 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1561254.500000 Penalty: 3185.292969
	Iteration 21Q: 3 clusters Score -1561254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1561315.750000 Penalty: 3185.292969
	Iteration 22Q: 3 clusters Score -1561316 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1561388.750000 Penalty: 3185.292969
	Iteration 23Q: 3 clusters Score -1561389 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1561453.625000 Penalty: 3185.292969
	Iteration 24Q: 3 clusters Score -1561454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1561525.125000 Penalty: 3185.292969
	Iteration 25Q: 3 clusters Score -1561525 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1561587.125000 Penalty: 3185.292969
	Iteration 26Q: 3 clusters Score -1561587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1561642.625000 Penalty: 3185.292969
	Iteration 27Q: 3 clusters Score -1561643 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1561705.000000 Penalty: 3185.292969
	Iteration 28Q: 3 clusters Score -1561705 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1561796.125000 Penalty: 3185.292969
	Iteration 29Q: 3 clusters Score -1561796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1561867.875000 Penalty: 3185.292969
	Iteration 30Q: 3 clusters Score -1561868 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1561945.500000 Penalty: 3185.292969
	Iteration 31Q: 3 clusters Score -1561946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1562012.375000 Penalty: 3185.292969
	Iteration 32Q: 3 clusters Score -1562012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1562086.125000 Penalty: 3185.292969
	Iteration 33Q: 3 clusters Score -1562086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1562162.000000 Penalty: 3185.292969
	Iteration 34Q: 3 clusters Score -1562162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1562248.125000 Penalty: 3185.292969
	Iteration 35Q: 3 clusters Score -1562248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1562318.375000 Penalty: 3185.292969
	Iteration 36Q: 3 clusters Score -1562318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1562382.125000 Penalty: 3185.292969
	Iteration 37Q: 3 clusters Score -1562382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1562442.625000 Penalty: 3185.292969
	Iteration 38Q: 3 clusters Score -1562443 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1562508.125000 Penalty: 3185.292969
	Iteration 39Q: 3 clusters Score -1562508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1562569.125000 Penalty: 3185.292969
	Iteration 40F: 3 clusters Score -1562569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1562626.375000 Penalty: 3185.292969
	Iteration 41Q: 3 clusters Score -1562626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1562691.125000 Penalty: 3185.292969
	Iteration 42Q: 3 clusters Score -1562691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1562754.375000 Penalty: 3185.292969
	Iteration 43Q: 3 clusters Score -1562754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1562842.500000 Penalty: 3185.292969
	Iteration 44Q: 3 clusters Score -1562842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1562930.625000 Penalty: 3185.292969
	Iteration 45Q: 3 clusters Score -1562931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1562998.125000 Penalty: 3185.292969
	Iteration 46Q: 3 clusters Score -1562998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1563033.500000 Penalty: 3185.292969
	Iteration 47Q: 3 clusters Score -1563034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1563065.625000 Penalty: 3185.292969
	Iteration 48Q: 3 clusters Score -1563066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1563091.875000 Penalty: 3185.292969
	Iteration 49Q: 3 clusters Score -1563092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1563109.125000 Penalty: 3185.292969
	Iteration 50Q: 3 clusters Score -1563109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1563123.125000 Penalty: 3185.292969
	Iteration 51Q: 3 clusters Score -1563123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1563131.625000 Penalty: 3185.292969
	Iteration 52Q: 3 clusters Score -1563132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1563136.500000 Penalty: 3185.292969
	Iteration 53Q: 3 clusters Score -1563136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1563140.250000 Penalty: 3185.292969
	Iteration 54Q: 3 clusters Score -1563140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1563141.500000 Penalty: 3185.292969
	Iteration 55Q: 3 clusters Score -1563142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1563145.000000 Penalty: 3185.292969
	Iteration 56Q: 3 clusters Score -1563145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1563145.875000 Penalty: 3185.292969
	Iteration 57Q: 3 clusters Score -1563146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1563150.250000 Penalty: 3185.292969
	Iteration 58Q: 3 clusters Score -1563150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1563150.625000 Penalty: 3185.292969
	Iteration 59Q: 3 clusters Score -1563151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1563152.875000 Penalty: 3185.292969
	Iteration 60F: 3 clusters Score -1563153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1563157.000000 Penalty: 3185.292969
	Iteration 61Q: 3 clusters Score -1563157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1563166.625000 Penalty: 3185.292969
	Iteration 62Q: 3 clusters Score -1563167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1563177.750000 Penalty: 3185.292969
	Iteration 63Q: 3 clusters Score -1563178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1563184.375000 Penalty: 3185.292969
	Iteration 64Q: 3 clusters Score -1563184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1563193.000000 Penalty: 3185.292969
	Iteration 65Q: 3 clusters Score -1563193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1563199.250000 Penalty: 3185.292969
	Iteration 66Q: 3 clusters Score -1563199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1563202.125000 Penalty: 3185.292969
	Iteration 67Q: 3 clusters Score -1563202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1563207.500000 Penalty: 3185.292969
	Iteration 68Q: 3 clusters Score -1563208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1563208.375000 Penalty: 3185.292969
	Iteration 69Q: 3 clusters Score -1563208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1563212.750000 Penalty: 3185.292969
	Iteration 70Q: 3 clusters Score -1563213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1563213.125000 Penalty: 3185.292969
	Iteration 71Q: 3 clusters Score -1563213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1563217.500000 Penalty: 3185.292969
	Iteration 72Q: 3 clusters Score -1563218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1563217.500000 Penalty: 3185.292969
	Iteration 73F: 3 clusters Score -1563218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -101084.804688 Penalty: 1163.258545
	Iteration 0F: 2 clusters Score -101084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -99492.562500 Penalty: 2326.517090
	Iteration 0F: 3 clusters Score -99492.56 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99906.289062 Penalty: 2326.517090
	Iteration 1F: 3 clusters Score -99906.29 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100052.101562 Penalty: 2326.517090
	Iteration 2F: 3 clusters Score -100052.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100175.679688 Penalty: 2326.517090
	Iteration 3F: 3 clusters Score -100175.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100251.906250 Penalty: 2326.517090
	Iteration 4Q: 3 clusters Score -100251.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100336.437500 Penalty: 2326.517090
	Iteration 5Q: 3 clusters Score -100336.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100410.203125 Penalty: 2326.517090
	Iteration 6Q: 3 clusters Score -100410.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100485.109375 Penalty: 2326.517090
	Iteration 7Q: 3 clusters Score -100485.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100532.687500 Penalty: 2326.517090
	Iteration 8Q: 3 clusters Score -100532.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100570.882812 Penalty: 2326.517090
	Iteration 9Q: 3 clusters Score -100570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -100588.265625 Penalty: 2326.517090
	Iteration 10Q: 3 clusters Score -100588.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -100611.757812 Penalty: 2326.517090
	Iteration 11Q: 3 clusters Score -100611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100619.367188 Penalty: 2326.517090
	Iteration 12Q: 3 clusters Score -100619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100626.820312 Penalty: 2326.517090
	Iteration 13Q: 3 clusters Score -100626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -100631.960938 Penalty: 2326.517090
	Iteration 14Q: 3 clusters Score -100632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100641.125000 Penalty: 2326.517090
	Iteration 15Q: 3 clusters Score -100641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -100645.273438 Penalty: 2326.517090
	Iteration 16Q: 3 clusters Score -100645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -100648.531250 Penalty: 2326.517090
	Iteration 17Q: 3 clusters Score -100648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100651.109375 Penalty: 2326.517090
	Iteration 18Q: 3 clusters Score -100651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100655.195312 Penalty: 2326.517090
	Iteration 19Q: 3 clusters Score -100655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100656.234375 Penalty: 2326.517090
	Iteration 20F: 3 clusters Score -100656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100658.625000 Penalty: 2326.517090
	Iteration 21Q: 3 clusters Score -100658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100660.757812 Penalty: 2326.517090
	Iteration 22Q: 3 clusters Score -100660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100661.664062 Penalty: 2326.517090
	Iteration 23Q: 3 clusters Score -100661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100662.203125 Penalty: 2326.517090
	Iteration 24Q: 3 clusters Score -100662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100662.203125 Penalty: 2326.517090
	Iteration 25F: 3 clusters Score -100662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Entering Unmasked Estep 
Score: -1261459.750000 Penalty: 1578.606934
	Iteration 0F: 2 clusters Score -1261460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1250085.000000 Penalty: 3157.213867
	Iteration 0F: 3 clusters Score -1250085 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1254713.125000 Penalty: 3157.213867
	Iteration 1F: 3 clusters Score -1254713 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1255584.625000 Penalty: 3157.213867
	Iteration 2F: 3 clusters Score -1255585 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1256431.625000 Penalty: 3157.213867
	Iteration 3F: 3 clusters Score -1256432 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1257229.125000 Penalty: 3157.213867
	Iteration 4F: 3 clusters Score -1257229 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1257884.125000 Penalty: 3157.213867
	Iteration 5F: 3 clusters Score -1257884 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1258455.625000 Penalty: 3157.213867
	Iteration 6F: 3 clusters Score -1258456 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1259035.750000 Penalty: 3157.213867
	Iteration 7F: 3 clusters Score -1259036 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1259435.750000 Penalty: 3157.213867
	Iteration 8Q: 3 clusters Score -1259436 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1259677.750000 Penalty: 3157.213867
	Iteration 9Q: 3 clusters Score -1259678 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1259871.750000 Penalty: 3157.213867
	Iteration 10Q: 3 clusters Score -1259872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1260016.750000 Penalty: 3157.213867
	Iteration 11Q: 3 clusters Score -1260017 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1260139.875000 Penalty: 3157.213867
	Iteration 12Q: 3 clusters Score -1260140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1260258.625000 Penalty: 3157.213867
	Iteration 13Q: 3 clusters Score -1260259 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1260393.875000 Penalty: 3157.213867
	Iteration 14Q: 3 clusters Score -1260394 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1260538.250000 Penalty: 3157.213867
	Iteration 15Q: 3 clusters Score -1260538 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1260678.500000 Penalty: 3157.213867
	Iteration 16Q: 3 clusters Score -1260678 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1260813.250000 Penalty: 3157.213867
	Iteration 17Q: 3 clusters Score -1260813 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1260919.125000 Penalty: 3157.213867
	Iteration 18Q: 3 clusters Score -1260919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1261000.125000 Penalty: 3157.213867
	Iteration 19Q: 3 clusters Score -1261000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1261044.250000 Penalty: 3157.213867
	Iteration 20F: 3 clusters Score -1261044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1261097.625000 Penalty: 3157.213867
	Iteration 21Q: 3 clusters Score -1261098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1261135.375000 Penalty: 3157.213867
	Iteration 22Q: 3 clusters Score -1261135 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1261169.625000 Penalty: 3157.213867
	Iteration 23Q: 3 clusters Score -1261170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1261203.500000 Penalty: 3157.213867
	Iteration 24Q: 3 clusters Score -1261204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1261228.750000 Penalty: 3157.213867
	Iteration 25Q: 3 clusters Score -1261229 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1261255.375000 Penalty: 3157.213867
	Iteration 26Q: 3 clusters Score -1261255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1261278.125000 Penalty: 3157.213867
	Iteration 27Q: 3 clusters Score -1261278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1261297.750000 Penalty: 3157.213867
	Iteration 28Q: 3 clusters Score -1261298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1261316.250000 Penalty: 3157.213867
	Iteration 29Q: 3 clusters Score -1261316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1261323.750000 Penalty: 3157.213867
	Iteration 30Q: 3 clusters Score -1261324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1261335.125000 Penalty: 3157.213867
	Iteration 31Q: 3 clusters Score -1261335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1261345.000000 Penalty: 3157.213867
	Iteration 32Q: 3 clusters Score -1261345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1261352.000000 Penalty: 3157.213867
	Iteration 33Q: 3 clusters Score -1261352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1261354.000000 Penalty: 3157.213867
	Iteration 34Q: 3 clusters Score -1261354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1261363.750000 Penalty: 3157.213867
	Iteration 35Q: 3 clusters Score -1261364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1261367.375000 Penalty: 3157.213867
	Iteration 36Q: 3 clusters Score -1261367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1261369.000000 Penalty: 3157.213867
	Iteration 37Q: 3 clusters Score -1261369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1261375.125000 Penalty: 3157.213867
	Iteration 38Q: 3 clusters Score -1261375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1261372.125000 Penalty: 3157.213867
	Iteration 39Q: 3 clusters Score -1261372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1261375.750000 Penalty: 3157.213867
	Iteration 40F: 3 clusters Score -1261376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1261376.625000 Penalty: 3157.213867
	Iteration 41Q: 3 clusters Score -1261377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1261376.250000 Penalty: 3157.213867
	Iteration 42Q: 3 clusters Score -1261376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1261378.000000 Penalty: 3157.213867
	Iteration 43Q: 3 clusters Score -1261378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1261381.750000 Penalty: 3157.213867
	Iteration 44Q: 3 clusters Score -1261382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1261380.250000 Penalty: 3157.213867
	Iteration 45Q: 3 clusters Score -1261380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1261384.000000 Penalty: 3157.213867
	Iteration 46Q: 3 clusters Score -1261384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1261384.375000 Penalty: 3157.213867
	Iteration 47Q: 3 clusters Score -1261384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1261390.125000 Penalty: 3157.213867
	Iteration 48Q: 3 clusters Score -1261390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1261388.875000 Penalty: 3157.213867
	Iteration 49Q: 3 clusters Score -1261389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1261391.625000 Penalty: 3157.213867
	Iteration 50Q: 3 clusters Score -1261392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1261395.125000 Penalty: 3157.213867
	Iteration 51Q: 3 clusters Score -1261395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1261398.125000 Penalty: 3157.213867
	Iteration 52Q: 3 clusters Score -1261398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1261397.125000 Penalty: 3157.213867
	Iteration 53Q: 3 clusters Score -1261397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1261400.000000 Penalty: 3157.213867
	Iteration 54Q: 3 clusters Score -1261400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1261406.000000 Penalty: 3157.213867
	Iteration 55Q: 3 clusters Score -1261406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1261403.250000 Penalty: 3157.213867
	Iteration 56Q: 3 clusters Score -1261403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1261407.625000 Penalty: 3157.213867
	Iteration 57Q: 3 clusters Score -1261408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1261405.250000 Penalty: 3157.213867
	Iteration 58Q: 3 clusters Score -1261405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1261408.750000 Penalty: 3157.213867
	Iteration 59Q: 3 clusters Score -1261409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1261412.500000 Penalty: 3157.213867
	Iteration 60F: 3 clusters Score -1261412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1261411.000000 Penalty: 3157.213867
	Iteration 61Q: 3 clusters Score -1261411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1261417.875000 Penalty: 3157.213867
	Iteration 62Q: 3 clusters Score -1261418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1261416.250000 Penalty: 3157.213867
	Iteration 63Q: 3 clusters Score -1261416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1261418.250000 Penalty: 3157.213867
	Iteration 64Q: 3 clusters Score -1261418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1261419.625000 Penalty: 3157.213867
	Iteration 65Q: 3 clusters Score -1261420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1261420.375000 Penalty: 3157.213867
	Iteration 66Q: 3 clusters Score -1261420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1261422.250000 Penalty: 3157.213867
	Iteration 67Q: 3 clusters Score -1261422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1261421.125000 Penalty: 3157.213867
	Iteration 68Q: 3 clusters Score -1261421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1261422.500000 Penalty: 3157.213867
	Iteration 69Q: 3 clusters Score -1261422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1261426.375000 Penalty: 3157.213867
	Iteration 70Q: 3 clusters Score -1261426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1261431.500000 Penalty: 3157.213867
	Iteration 71Q: 3 clusters Score -1261432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1261433.125000 Penalty: 3157.213867
	Iteration 72Q: 3 clusters Score -1261433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1261433.875000 Penalty: 3157.213867
	Iteration 73Q: 3 clusters Score -1261434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1261439.750000 Penalty: 3157.213867
	Iteration 74Q: 3 clusters Score -1261440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1261441.750000 Penalty: 3157.213867
	Iteration 75Q: 3 clusters Score -1261442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1261443.500000 Penalty: 3157.213867
	Iteration 76Q: 3 clusters Score -1261444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1261447.250000 Penalty: 3157.213867
	Iteration 77Q: 3 clusters Score -1261447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1261454.750000 Penalty: 3157.213867
	Iteration 78Q: 3 clusters Score -1261455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1261457.250000 Penalty: 3157.213867
	Iteration 79Q: 3 clusters Score -1261457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1261463.875000 Penalty: 3157.213867
	Iteration 80F: 3 clusters Score -1261464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1261462.250000 Penalty: 3157.213867
	Iteration 81Q: 3 clusters Score -1261462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1261468.000000 Penalty: 3157.213867
	Iteration 82Q: 3 clusters Score -1261468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1261476.250000 Penalty: 3157.213867
	Iteration 83Q: 3 clusters Score -1261476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1261483.250000 Penalty: 3157.213867
	Iteration 84Q: 3 clusters Score -1261483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1261490.625000 Penalty: 3157.213867
	Iteration 85Q: 3 clusters Score -1261491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1261495.000000 Penalty: 3157.213867
	Iteration 86Q: 3 clusters Score -1261495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1261495.750000 Penalty: 3157.213867
	Iteration 87Q: 3 clusters Score -1261496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1261497.625000 Penalty: 3157.213867
	Iteration 88Q: 3 clusters Score -1261498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1261497.750000 Penalty: 3157.213867
	Iteration 89Q: 3 clusters Score -1261498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1261498.875000 Penalty: 3157.213867
	Iteration 90Q: 3 clusters Score -1261499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1261505.000000 Penalty: 3157.213867
	Iteration 91Q: 3 clusters Score -1261505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1261508.000000 Penalty: 3157.213867
	Iteration 92Q: 3 clusters Score -1261508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1261509.125000 Penalty: 3157.213867
	Iteration 93Q: 3 clusters Score -1261509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1261511.875000 Penalty: 3157.213867
	Iteration 94Q: 3 clusters Score -1261512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1261508.500000 Penalty: 3157.213867
	Iteration 95Q: 3 clusters Score -1261508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1261510.000000 Penalty: 3157.213867
	Iteration 96Q: 3 clusters Score -1261510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1261512.250000 Penalty: 3157.213867
	Iteration 97Q: 3 clusters Score -1261512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1261510.250000 Penalty: 3157.213867
	Iteration 98Q: 3 clusters Score -1261510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1261513.375000 Penalty: 3157.213867
	Iteration 99Q: 3 clusters Score -1261513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1261515.500000 Penalty: 3157.213867
	Iteration 100F: 3 clusters Score -1261516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1261516.375000 Penalty: 3157.213867
	Iteration 101Q: 3 clusters Score -1261516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1261516.500000 Penalty: 3157.213867
	Iteration 102Q: 3 clusters Score -1261516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1261514.000000 Penalty: 3157.213867
	Iteration 103Q: 3 clusters Score -1261514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1261516.250000 Penalty: 3157.213867
	Iteration 104Q: 3 clusters Score -1261516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1261516.125000 Penalty: 3157.213867
	Iteration 105Q: 3 clusters Score -1261516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1261516.375000 Penalty: 3157.213867
	Iteration 106Q: 3 clusters Score -1261516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1261517.750000 Penalty: 3157.213867
	Iteration 107Q: 3 clusters Score -1261518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1261516.750000 Penalty: 3157.213867
	Iteration 108Q: 3 clusters Score -1261517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1261513.875000 Penalty: 3157.213867
	Iteration 109Q: 3 clusters Score -1261514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1261514.500000 Penalty: 3157.213867
	Iteration 110Q: 3 clusters Score -1261514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1261515.125000 Penalty: 3157.213867
	Iteration 111Q: 3 clusters Score -1261515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1261516.750000 Penalty: 3157.213867
	Iteration 112Q: 3 clusters Score -1261517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1261518.625000 Penalty: 3157.213867
	Iteration 113Q: 3 clusters Score -1261519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1261518.625000 Penalty: 3157.213867
	Iteration 114Q: 3 clusters Score -1261519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1261517.625000 Penalty: 3157.213867
	Iteration 115Q: 3 clusters Score -1261518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1261518.250000 Penalty: 3157.213867
	Iteration 116Q: 3 clusters Score -1261518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1261519.875000 Penalty: 3157.213867
	Iteration 117Q: 3 clusters Score -1261520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1261522.125000 Penalty: 3157.213867
	Iteration 118Q: 3 clusters Score -1261522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1261524.500000 Penalty: 3157.213867
	Iteration 119Q: 3 clusters Score -1261524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1261523.750000 Penalty: 3157.213867
	Iteration 120F: 3 clusters Score -1261524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1261524.125000 Penalty: 3157.213867
	Iteration 121Q: 3 clusters Score -1261524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1261526.000000 Penalty: 3157.213867
	Iteration 122Q: 3 clusters Score -1261526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1261525.250000 Penalty: 3157.213867
	Iteration 123Q: 3 clusters Score -1261525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1261525.250000 Penalty: 3157.213867
	Iteration 124F: 3 clusters Score -1261525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 4982 members 
Entering Unmasked Estep 
Score: -76300544.000000 Penalty: 64585.257812
Splitting cluster 22 changes total score from -76300480.000000 to -76300544.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -591816.250000 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -591816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -586617.250000 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -586617.2 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -588576.312500 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -588576.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -589387.062500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -589387.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -590119.625000 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -590119.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -590719.750000 Penalty: 2879.016113
	Iteration 4F: 3 clusters Score -590719.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -591172.125000 Penalty: 2879.016113
	Iteration 5F: 3 clusters Score -591172.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -591472.687500 Penalty: 2879.016113
	Iteration 6Q: 3 clusters Score -591472.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -591645.937500 Penalty: 2879.016113
	Iteration 7Q: 3 clusters Score -591645.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -591740.437500 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -591740.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -591779.500000 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -591779.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -591803.875000 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -591803.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -591820.875000 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -591820.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -591832.812500 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -591832.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -591839.687500 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -591839.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -591843.062500 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -591843.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -591845.687500 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -591845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -591846.750000 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -591846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -591846.750000 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -591846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -591846.562500 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -591846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -591848.750000 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -591848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -591848.250000 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -591848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -591848.437500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -591848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -591848.750000 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -591848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -591848.750000 Penalty: 2879.016113
	Iteration 23F: 3 clusters Score -591848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 4982 members 
Mstep: Class 30 contains 5040 members 
Entering Unmasked Estep 
Score: -76299840.000000 Penalty: 66812.335938
Splitting cluster 23 changes total score from -76300480.000000 to -76299840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -340637.468750 Penalty: 1353.843628
	Iteration 0F: 2 clusters Score -340637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -337208.875000 Penalty: 2707.687256
	Iteration 0F: 3 clusters Score -337208.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338211.156250 Penalty: 2707.687256
	Iteration 1F: 3 clusters Score -338211.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338572.687500 Penalty: 2707.687256
	Iteration 2F: 3 clusters Score -338572.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -338929.250000 Penalty: 2707.687256
	Iteration 3F: 3 clusters Score -338929.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -339252.500000 Penalty: 2707.687256
	Iteration 4F: 3 clusters Score -339252.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -339566.312500 Penalty: 2707.687256
	Iteration 5F: 3 clusters Score -339566.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339862.468750 Penalty: 2707.687256
	Iteration 6F: 3 clusters Score -339862.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -340098.250000 Penalty: 2707.687256
	Iteration 7F: 3 clusters Score -340098.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -340280.500000 Penalty: 2707.687256
	Iteration 8Q: 3 clusters Score -340280.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -340447.343750 Penalty: 2707.687256
	Iteration 9Q: 3 clusters Score -340447.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -340601.812500 Penalty: 2707.687256
	Iteration 10Q: 3 clusters Score -340601.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -340715.562500 Penalty: 2707.687256
	Iteration 11Q: 3 clusters Score -340715.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -340789.812500 Penalty: 2707.687256
	Iteration 12Q: 3 clusters Score -340789.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -340842.812500 Penalty: 2707.687256
	Iteration 13Q: 3 clusters Score -340842.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -340892.468750 Penalty: 2707.687256
	Iteration 14Q: 3 clusters Score -340892.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -340941.281250 Penalty: 2707.687256
	Iteration 15Q: 3 clusters Score -340941.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -340968.000000 Penalty: 2707.687256
	Iteration 16Q: 3 clusters Score -340968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -340982.406250 Penalty: 2707.687256
	Iteration 17Q: 3 clusters Score -340982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -340987.812500 Penalty: 2707.687256
	Iteration 18Q: 3 clusters Score -340987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -340992.406250 Penalty: 2707.687256
	Iteration 19Q: 3 clusters Score -340992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -340993.250000 Penalty: 2707.687256
	Iteration 20F: 3 clusters Score -340993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -340993.156250 Penalty: 2707.687256
	Iteration 21Q: 3 clusters Score -340993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -340993.156250 Penalty: 2707.687256
	Iteration 22F: 3 clusters Score -340993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 3319 members 
Mstep: Class 25 contains 38241 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 4982 members 
Mstep: Class 30 contains 833 members 
Entering Unmasked Estep 
Score: -76299808.000000 Penalty: 66812.335938
Splitting cluster 24 changes total score from -76300480.000000 to -76299808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (38241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Entering Unmasked Estep 
Score: -3357971.000000 Penalty: 1714.645264
	Iteration 0F: 2 clusters Score -3357971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3332309.500000 Penalty: 3429.290527
	Iteration 0F: 3 clusters Score -3332310 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3342315.500000 Penalty: 3429.290527
	Iteration 1F: 3 clusters Score -3342316 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3342749.500000 Penalty: 3429.290527
	Iteration 2Q: 3 clusters Score -3342750 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3343158.000000 Penalty: 3429.290527
	Iteration 3Q: 3 clusters Score -3343158 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3343553.250000 Penalty: 3429.290527
	Iteration 4Q: 3 clusters Score -3343553 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3343998.500000 Penalty: 3429.290527
	Iteration 5Q: 3 clusters Score -3343998 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3344515.000000 Penalty: 3429.290527
	Iteration 6Q: 3 clusters Score -3344515 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3345143.000000 Penalty: 3429.290527
	Iteration 7Q: 3 clusters Score -3345143 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3345887.250000 Penalty: 3429.290527
	Iteration 8Q: 3 clusters Score -3345887 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3346644.000000 Penalty: 3429.290527
	Iteration 9Q: 3 clusters Score -3346644 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3347434.750000 Penalty: 3429.290527
	Iteration 10Q: 3 clusters Score -3347435 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3348277.250000 Penalty: 3429.290527
	Iteration 11Q: 3 clusters Score -3348277 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3349196.250000 Penalty: 3429.290527
	Iteration 12Q: 3 clusters Score -3349196 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3350115.250000 Penalty: 3429.290527
	Iteration 13Q: 3 clusters Score -3350115 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3351091.750000 Penalty: 3429.290527
	Iteration 14Q: 3 clusters Score -3351092 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3352139.500000 Penalty: 3429.290527
	Iteration 15Q: 3 clusters Score -3352140 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3353157.750000 Penalty: 3429.290527
	Iteration 16Q: 3 clusters Score -3353158 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3353972.750000 Penalty: 3429.290527
	Iteration 17Q: 3 clusters Score -3353973 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3354543.750000 Penalty: 3429.290527
	Iteration 18Q: 3 clusters Score -3354544 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -3354945.000000 Penalty: 3429.290527
	Iteration 19Q: 3 clusters Score -3354945 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3355263.250000 Penalty: 3429.290527
	Iteration 20F: 3 clusters Score -3355263 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3355530.750000 Penalty: 3429.290527
	Iteration 21Q: 3 clusters Score -3355531 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3355724.500000 Penalty: 3429.290527
	Iteration 22Q: 3 clusters Score -3355724 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3355865.500000 Penalty: 3429.290527
	Iteration 23Q: 3 clusters Score -3355866 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -3356011.750000 Penalty: 3429.290527
	Iteration 24Q: 3 clusters Score -3356012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3356126.250000 Penalty: 3429.290527
	Iteration 25Q: 3 clusters Score -3356126 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3356213.500000 Penalty: 3429.290527
	Iteration 26Q: 3 clusters Score -3356214 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3356289.500000 Penalty: 3429.290527
	Iteration 27Q: 3 clusters Score -3356290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3356350.000000 Penalty: 3429.290527
	Iteration 28Q: 3 clusters Score -3356350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -3356390.000000 Penalty: 3429.290527
	Iteration 29Q: 3 clusters Score -3356390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -3356432.250000 Penalty: 3429.290527
	Iteration 30Q: 3 clusters Score -3356432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -3356482.750000 Penalty: 3429.290527
	Iteration 31Q: 3 clusters Score -3356483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -3356536.250000 Penalty: 3429.290527
	Iteration 32Q: 3 clusters Score -3356536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -3356555.750000 Penalty: 3429.290527
	Iteration 33Q: 3 clusters Score -3356556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -3356585.250000 Penalty: 3429.290527
	Iteration 34Q: 3 clusters Score -3356585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3356597.000000 Penalty: 3429.290527
	Iteration 35Q: 3 clusters Score -3356597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -3356605.750000 Penalty: 3429.290527
	Iteration 36Q: 3 clusters Score -3356606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -3356616.250000 Penalty: 3429.290527
	Iteration 37Q: 3 clusters Score -3356616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -3356624.000000 Penalty: 3429.290527
	Iteration 38Q: 3 clusters Score -3356624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -3356633.000000 Penalty: 3429.290527
	Iteration 39Q: 3 clusters Score -3356633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -3356639.500000 Penalty: 3429.290527
	Iteration 40F: 3 clusters Score -3356640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3356651.500000 Penalty: 3429.290527
	Iteration 41Q: 3 clusters Score -3356652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -3356650.000000 Penalty: 3429.290527
	Iteration 42Q: 3 clusters Score -3356650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -3356645.500000 Penalty: 3429.290527
	Iteration 43Q: 3 clusters Score -3356646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3356647.750000 Penalty: 3429.290527
	Iteration 44Q: 3 clusters Score -3356648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3356655.250000 Penalty: 3429.290527
	Iteration 45Q: 3 clusters Score -3356655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3356658.750000 Penalty: 3429.290527
	Iteration 46Q: 3 clusters Score -3356659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3356659.000000 Penalty: 3429.290527
	Iteration 47Q: 3 clusters Score -3356659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3356658.750000 Penalty: 3429.290527
	Iteration 48Q: 3 clusters Score -3356659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -3356661.250000 Penalty: 3429.290527
	Iteration 49Q: 3 clusters Score -3356661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3356668.000000 Penalty: 3429.290527
	Iteration 50Q: 3 clusters Score -3356668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3356668.000000 Penalty: 3429.290527
	Iteration 51Q: 3 clusters Score -3356668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3356671.000000 Penalty: 3429.290527
	Iteration 52Q: 3 clusters Score -3356671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3356675.500000 Penalty: 3429.290527
	Iteration 53Q: 3 clusters Score -3356676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3356674.500000 Penalty: 3429.290527
	Iteration 54Q: 3 clusters Score -3356674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3356678.750000 Penalty: 3429.290527
	Iteration 55Q: 3 clusters Score -3356679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -3356681.250000 Penalty: 3429.290527
	Iteration 56Q: 3 clusters Score -3356681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3356678.750000 Penalty: 3429.290527
	Iteration 57Q: 3 clusters Score -3356679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3356688.250000 Penalty: 3429.290527
	Iteration 58Q: 3 clusters Score -3356688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -3356692.000000 Penalty: 3429.290527
	Iteration 59Q: 3 clusters Score -3356692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3356690.750000 Penalty: 3429.290527
	Iteration 60F: 3 clusters Score -3356691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3356691.000000 Penalty: 3429.290527
	Iteration 61Q: 3 clusters Score -3356691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -3356694.500000 Penalty: 3429.290527
	Iteration 62Q: 3 clusters Score -3356694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3356698.250000 Penalty: 3429.290527
	Iteration 63Q: 3 clusters Score -3356698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -3356696.000000 Penalty: 3429.290527
	Iteration 64Q: 3 clusters Score -3356696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3356695.250000 Penalty: 3429.290527
	Iteration 65Q: 3 clusters Score -3356695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3356702.750000 Penalty: 3429.290527
	Iteration 66Q: 3 clusters Score -3356703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -3356706.750000 Penalty: 3429.290527
	Iteration 67Q: 3 clusters Score -3356707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3356708.250000 Penalty: 3429.290527
	Iteration 68Q: 3 clusters Score -3356708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -3356709.750000 Penalty: 3429.290527
	Iteration 69Q: 3 clusters Score -3356710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3356705.500000 Penalty: 3429.290527
	Iteration 70Q: 3 clusters Score -3356706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3356707.500000 Penalty: 3429.290527
	Iteration 71Q: 3 clusters Score -3356708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3356706.500000 Penalty: 3429.290527
	Iteration 72Q: 3 clusters Score -3356706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3356709.250000 Penalty: 3429.290527
	Iteration 73Q: 3 clusters Score -3356709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -3356712.500000 Penalty: 3429.290527
	Iteration 74Q: 3 clusters Score -3356712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -3356713.500000 Penalty: 3429.290527
	Iteration 75Q: 3 clusters Score -3356714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -3356713.500000 Penalty: 3429.290527
	Iteration 76Q: 3 clusters Score -3356714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -3356713.500000 Penalty: 3429.290527
	Iteration 77F: 3 clusters Score -3356714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95098 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9175 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 175049 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 30686 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159416 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 38241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76301216.000000 Penalty: 64585.257812
Iteration 79Q: 30 clusters Score -7.630122e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 95064 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9160 members 
Mstep: Class 5 contains 82965 members 
Mstep: Class 6 contains 26393 members 
Mstep: Class 7 contains 175044 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 30670 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 21522 members 
Mstep: Class 12 contains 159466 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 28523 members 
Mstep: Class 16 contains 1417 members 
Mstep: Class 17 contains 79682 members 
Mstep: Class 18 contains 47936 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 11482 members 
Mstep: Class 23 contains 7097 members 
Mstep: Class 24 contains 4138 members 
Mstep: Class 25 contains 38218 members 
Mstep: Class 26 contains 1566 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 1094 members 
Mstep: Class 29 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76301840.000000 Penalty: 64585.257812
Iteration 80F: 30 clusters Score -7.630184e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 95021 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9132 members 
Mstep: Class 5 contains 82955 members 
Mstep: Class 6 contains 26388 members 
Mstep: Class 7 contains 175044 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 30655 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 12 contains 159519 members 
Mstep: Class 13 contains 2157 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 28497 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 79702 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 18064 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 11331 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 38187 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 4948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302256.000000 Penalty: 64585.257812
Iteration 81Q: 30 clusters Score -7.630226e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 94985 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 82947 members 
Mstep: Class 6 contains 26419 members 
Mstep: Class 7 contains 175045 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 30645 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 21518 members 
Mstep: Class 12 contains 159568 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 12176 members 
Mstep: Class 15 contains 28455 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 79713 members 
Mstep: Class 18 contains 47860 members 
Mstep: Class 19 contains 7438 members 
Mstep: Class 20 contains 18072 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 11299 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 38166 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302280.000000 Penalty: 64585.257812
Iteration 82Q: 30 clusters Score -7.630228e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 94949 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 82938 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 175047 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 30642 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159611 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 79718 members 
Mstep: Class 18 contains 47829 members 
Mstep: Class 19 contains 7410 members 
Mstep: Class 20 contains 18076 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 11272 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 38162 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 1126 members 
Mstep: Class 29 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302272.000000 Penalty: 64585.257812
Iteration 83Q: 30 clusters Score -7.630227e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 5 contains 82934 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 175044 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 30639 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159636 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 28403 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 79714 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 7400 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 11250 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 4006 members 
Mstep: Class 25 contains 38170 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 1126 members 
Mstep: Class 29 contains 5199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302304.000000 Penalty: 64585.257812
Iteration 84Q: 30 clusters Score -7.63023e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 94901 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 82929 members 
Mstep: Class 6 contains 26513 members 
Mstep: Class 7 contains 175043 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 30632 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 159677 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12157 members 
Mstep: Class 15 contains 28382 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 79715 members 
Mstep: Class 18 contains 47806 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 11239 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 3992 members 
Mstep: Class 25 contains 38155 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302096.000000 Penalty: 64585.257812
Iteration 85Q: 30 clusters Score -7.63021e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 94868 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 82924 members 
Mstep: Class 6 contains 26506 members 
Mstep: Class 7 contains 175043 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 159716 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12154 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 79721 members 
Mstep: Class 18 contains 47799 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 18084 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 38153 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 5308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302376.000000 Penalty: 64585.257812
Iteration 86Q: 30 clusters Score -7.630238e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 94832 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 82921 members 
Mstep: Class 6 contains 26516 members 
Mstep: Class 7 contains 175044 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 30625 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 159756 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12152 members 
Mstep: Class 15 contains 28356 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 79723 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 18085 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 11215 members 
Mstep: Class 23 contains 7095 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 38149 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302520.000000 Penalty: 64585.257812
Iteration 87Q: 30 clusters Score -7.630252e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 94801 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 9006 members 
Mstep: Class 5 contains 82921 members 
Mstep: Class 6 contains 26531 members 
Mstep: Class 7 contains 175045 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 159779 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12148 members 
Mstep: Class 15 contains 28347 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 79720 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 18088 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 11202 members 
Mstep: Class 23 contains 7096 members 
Mstep: Class 24 contains 3966 members 
Mstep: Class 25 contains 38145 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302384.000000 Penalty: 64585.257812
Iteration 88Q: 30 clusters Score -7.630238e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 94783 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 82913 members 
Mstep: Class 6 contains 26558 members 
Mstep: Class 7 contains 175042 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21527 members 
Mstep: Class 12 contains 159816 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12145 members 
Mstep: Class 15 contains 28343 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 79719 members 
Mstep: Class 18 contains 47784 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 18089 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 11186 members 
Mstep: Class 23 contains 7095 members 
Mstep: Class 24 contains 3953 members 
Mstep: Class 25 contains 38132 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302584.000000 Penalty: 64585.257812
Iteration 89Q: 30 clusters Score -7.630258e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 94765 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 82907 members 
Mstep: Class 6 contains 26575 members 
Mstep: Class 7 contains 175041 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30621 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 21529 members 
Mstep: Class 12 contains 159841 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12142 members 
Mstep: Class 15 contains 28339 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 79721 members 
Mstep: Class 18 contains 47774 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 18090 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 11171 members 
Mstep: Class 23 contains 7094 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 38123 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 5412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302424.000000 Penalty: 64585.257812
Iteration 90Q: 30 clusters Score -7.630242e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 94754 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 82903 members 
Mstep: Class 6 contains 26588 members 
Mstep: Class 7 contains 175040 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21527 members 
Mstep: Class 12 contains 159879 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12136 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 17 contains 79711 members 
Mstep: Class 18 contains 47767 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 18091 members 
Mstep: Class 21 contains 1186 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 38114 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 5429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 91Q: 30 clusters Score -7.630243e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 94747 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 8974 members 
Mstep: Class 5 contains 82898 members 
Mstep: Class 6 contains 26598 members 
Mstep: Class 7 contains 175038 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30619 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 159903 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 28329 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 79711 members 
Mstep: Class 18 contains 47760 members 
Mstep: Class 19 contains 7350 members 
Mstep: Class 20 contains 18092 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 38110 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302488.000000 Penalty: 64585.257812
Iteration 92Q: 30 clusters Score -7.630249e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 94740 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 82894 members 
Mstep: Class 6 contains 26608 members 
Mstep: Class 7 contains 175037 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30618 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21527 members 
Mstep: Class 12 contains 159921 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 28324 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 79708 members 
Mstep: Class 18 contains 47746 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 18093 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 11146 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 38108 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302536.000000 Penalty: 64585.257812
Iteration 93Q: 30 clusters Score -7.630254e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 94729 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 8968 members 
Mstep: Class 5 contains 82895 members 
Mstep: Class 6 contains 26606 members 
Mstep: Class 7 contains 175036 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 159953 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 28320 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 79703 members 
Mstep: Class 18 contains 47727 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 18095 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 11133 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 1105 members 
Mstep: Class 29 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302536.000000 Penalty: 64585.257812
Iteration 94Q: 30 clusters Score -7.630254e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 94720 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8964 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26606 members 
Mstep: Class 7 contains 175035 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30617 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 21530 members 
Mstep: Class 12 contains 159981 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 28315 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 79698 members 
Mstep: Class 18 contains 47713 members 
Mstep: Class 19 contains 7341 members 
Mstep: Class 20 contains 18098 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 38105 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302472.000000 Penalty: 64585.257812
Iteration 95Q: 30 clusters Score -7.630247e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 94708 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8956 members 
Mstep: Class 5 contains 82886 members 
Mstep: Class 6 contains 26607 members 
Mstep: Class 7 contains 175034 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 30617 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21534 members 
Mstep: Class 12 contains 160012 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12133 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 79688 members 
Mstep: Class 18 contains 47693 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 18100 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 11118 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 38115 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 5513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302384.000000 Penalty: 64585.257812
Iteration 96Q: 30 clusters Score -7.630238e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 94705 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8948 members 
Mstep: Class 5 contains 82884 members 
Mstep: Class 6 contains 26614 members 
Mstep: Class 7 contains 175031 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21533 members 
Mstep: Class 12 contains 160055 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 79686 members 
Mstep: Class 18 contains 47667 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 18100 members 
Mstep: Class 21 contains 1231 members 
Mstep: Class 22 contains 11111 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 38112 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1102 members 
Mstep: Class 29 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302448.000000 Penalty: 64585.257812
Iteration 97Q: 30 clusters Score -7.630245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 94698 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26621 members 
Mstep: Class 7 contains 175030 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21536 members 
Mstep: Class 12 contains 160079 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 79682 members 
Mstep: Class 18 contains 47649 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 18102 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 11105 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 38119 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302408.000000 Penalty: 64585.257812
Iteration 98Q: 30 clusters Score -7.630241e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 94689 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 82882 members 
Mstep: Class 6 contains 26626 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 30615 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21534 members 
Mstep: Class 12 contains 160121 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 79681 members 
Mstep: Class 18 contains 47619 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 18104 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 11101 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 38118 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302424.000000 Penalty: 64585.257812
Iteration 99Q: 30 clusters Score -7.630242e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 94679 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8925 members 
Mstep: Class 5 contains 82886 members 
Mstep: Class 6 contains 26634 members 
Mstep: Class 7 contains 175030 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21535 members 
Mstep: Class 12 contains 160146 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 47591 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 11089 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 38116 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1103 members 
Mstep: Class 29 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302296.000000 Penalty: 64585.257812
Iteration 100F: 30 clusters Score -7.63023e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 94672 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 82891 members 
Mstep: Class 6 contains 26636 members 
Mstep: Class 7 contains 175032 members 
Mstep: Class 8 contains 11689 members 
Mstep: Class 9 contains 30617 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21537 members 
Mstep: Class 12 contains 160182 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 28309 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 79672 members 
Mstep: Class 18 contains 47556 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 11088 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 38113 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302408.000000 Penalty: 64585.257812
Iteration 101Q: 30 clusters Score -7.630241e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 94662 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 82891 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 175033 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21540 members 
Mstep: Class 12 contains 160224 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 79663 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 7316 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 11089 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 38114 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302544.000000 Penalty: 64585.257812
Iteration 102Q: 30 clusters Score -7.630254e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 94655 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26643 members 
Mstep: Class 7 contains 175032 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 30614 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21543 members 
Mstep: Class 12 contains 160261 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 79650 members 
Mstep: Class 18 contains 47497 members 
Mstep: Class 19 contains 7314 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 11093 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38118 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302552.000000 Penalty: 64585.257812
Iteration 103Q: 30 clusters Score -7.630255e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 94642 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 175033 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30612 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21546 members 
Mstep: Class 12 contains 160294 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79637 members 
Mstep: Class 18 contains 47482 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 11093 members 
Mstep: Class 23 contains 7074 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38124 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302496.000000 Penalty: 64585.257812
Iteration 104Q: 30 clusters Score -7.63025e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 94631 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 82893 members 
Mstep: Class 6 contains 26646 members 
Mstep: Class 7 contains 175027 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21553 members 
Mstep: Class 12 contains 160325 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79629 members 
Mstep: Class 18 contains 47464 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 11093 members 
Mstep: Class 23 contains 7074 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38124 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302456.000000 Penalty: 64585.257812
Iteration 105Q: 30 clusters Score -7.630246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 94617 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 82894 members 
Mstep: Class 6 contains 26649 members 
Mstep: Class 7 contains 175027 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 30612 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21556 members 
Mstep: Class 12 contains 160357 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79625 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 11092 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38119 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302400.000000 Penalty: 64585.257812
Iteration 106Q: 30 clusters Score -7.63024e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 94611 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26651 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160378 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79621 members 
Mstep: Class 18 contains 47429 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 11091 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38123 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 107Q: 30 clusters Score -7.630243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 94608 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 82892 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 160394 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79616 members 
Mstep: Class 18 contains 47406 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 18108 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 11088 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38126 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302424.000000 Penalty: 64585.257812
Iteration 108Q: 30 clusters Score -7.630242e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 94604 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 82891 members 
Mstep: Class 6 contains 26658 members 
Mstep: Class 7 contains 175027 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 160415 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79614 members 
Mstep: Class 18 contains 47382 members 
Mstep: Class 19 contains 7307 members 
Mstep: Class 20 contains 18108 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 11087 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38130 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302352.000000 Penalty: 64585.257812
Iteration 109Q: 30 clusters Score -7.630235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 94603 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26659 members 
Mstep: Class 7 contains 175028 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160434 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79606 members 
Mstep: Class 18 contains 47362 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 18109 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 11085 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38132 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302384.000000 Penalty: 64585.257812
Iteration 110Q: 30 clusters Score -7.630238e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 94603 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 82889 members 
Mstep: Class 6 contains 26660 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160449 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12137 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79603 members 
Mstep: Class 18 contains 47340 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 1278 members 
Mstep: Class 22 contains 11078 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38138 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302456.000000 Penalty: 64585.257812
Iteration 111Q: 30 clusters Score -7.630246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 94602 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 82890 members 
Mstep: Class 6 contains 26658 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160460 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12136 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79601 members 
Mstep: Class 18 contains 47321 members 
Mstep: Class 19 contains 7303 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 11074 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 38143 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302424.000000 Penalty: 64585.257812
Iteration 112Q: 30 clusters Score -7.630242e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94602 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8902 members 
Mstep: Class 5 contains 82888 members 
Mstep: Class 6 contains 26657 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160471 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79598 members 
Mstep: Class 18 contains 47303 members 
Mstep: Class 19 contains 7302 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 11075 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38144 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302368.000000 Penalty: 64585.257812
Iteration 113Q: 30 clusters Score -7.630237e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94602 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 82884 members 
Mstep: Class 6 contains 26657 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30612 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160484 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79595 members 
Mstep: Class 18 contains 47292 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 11074 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38144 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302408.000000 Penalty: 64585.257812
Iteration 114Q: 30 clusters Score -7.630241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94602 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82884 members 
Mstep: Class 6 contains 26660 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30612 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21557 members 
Mstep: Class 12 contains 160494 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79596 members 
Mstep: Class 18 contains 47278 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 11072 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38148 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 115Q: 30 clusters Score -7.630243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94600 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 82883 members 
Mstep: Class 6 contains 26661 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160502 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79598 members 
Mstep: Class 18 contains 47266 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38149 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302464.000000 Penalty: 64585.257812
Iteration 116Q: 30 clusters Score -7.630246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 82881 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160510 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12133 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79598 members 
Mstep: Class 18 contains 47258 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38145 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302496.000000 Penalty: 64585.257812
Iteration 117Q: 30 clusters Score -7.63025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 82883 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160515 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79598 members 
Mstep: Class 18 contains 47248 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38145 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302552.000000 Penalty: 64585.257812
Iteration 118Q: 30 clusters Score -7.630255e+07 nChanged 36
Entering ConstructFrom: 
Score: -76302552.000000 Penalty: 64585.257812
Entering ConstructFrom: 
Trying to split cluster 1 (11984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Entering Unmasked Estep 
Score: -1054229.250000 Penalty: 1526.090820
	Iteration 0F: 2 clusters Score -1054229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1045725.812500 Penalty: 3052.181641
	Iteration 0F: 3 clusters Score -1045726 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1048466.062500 Penalty: 3052.181641
	Iteration 1F: 3 clusters Score -1048466 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1048689.625000 Penalty: 3052.181641
	Iteration 2F: 3 clusters Score -1048690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1048880.750000 Penalty: 3052.181641
	Iteration 3Q: 3 clusters Score -1048881 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1049078.750000 Penalty: 3052.181641
	Iteration 4Q: 3 clusters Score -1049079 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1049285.250000 Penalty: 3052.181641
	Iteration 5Q: 3 clusters Score -1049285 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1049494.000000 Penalty: 3052.181641
	Iteration 6Q: 3 clusters Score -1049494 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1049705.375000 Penalty: 3052.181641
	Iteration 7Q: 3 clusters Score -1049705 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1049924.000000 Penalty: 3052.181641
	Iteration 8Q: 3 clusters Score -1049924 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1050152.875000 Penalty: 3052.181641
	Iteration 9Q: 3 clusters Score -1050153 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1050396.875000 Penalty: 3052.181641
	Iteration 10Q: 3 clusters Score -1050397 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1050626.250000 Penalty: 3052.181641
	Iteration 11Q: 3 clusters Score -1050626 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1050831.875000 Penalty: 3052.181641
	Iteration 12Q: 3 clusters Score -1050832 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1051078.375000 Penalty: 3052.181641
	Iteration 13Q: 3 clusters Score -1051078 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1051311.000000 Penalty: 3052.181641
	Iteration 14Q: 3 clusters Score -1051311 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1051471.750000 Penalty: 3052.181641
	Iteration 15Q: 3 clusters Score -1051472 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1051599.125000 Penalty: 3052.181641
	Iteration 16Q: 3 clusters Score -1051599 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1051720.375000 Penalty: 3052.181641
	Iteration 17Q: 3 clusters Score -1051720 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1051822.625000 Penalty: 3052.181641
	Iteration 18Q: 3 clusters Score -1051823 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1051925.625000 Penalty: 3052.181641
	Iteration 19Q: 3 clusters Score -1051926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1052012.250000 Penalty: 3052.181641
	Iteration 20F: 3 clusters Score -1052012 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1052086.250000 Penalty: 3052.181641
	Iteration 21Q: 3 clusters Score -1052086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1052157.250000 Penalty: 3052.181641
	Iteration 22Q: 3 clusters Score -1052157 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1052225.375000 Penalty: 3052.181641
	Iteration 23Q: 3 clusters Score -1052225 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1052295.000000 Penalty: 3052.181641
	Iteration 24Q: 3 clusters Score -1052295 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1052358.875000 Penalty: 3052.181641
	Iteration 25Q: 3 clusters Score -1052359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1052426.125000 Penalty: 3052.181641
	Iteration 26Q: 3 clusters Score -1052426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1052482.375000 Penalty: 3052.181641
	Iteration 27Q: 3 clusters Score -1052482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1052529.875000 Penalty: 3052.181641
	Iteration 28Q: 3 clusters Score -1052530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1052577.000000 Penalty: 3052.181641
	Iteration 29Q: 3 clusters Score -1052577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1052614.875000 Penalty: 3052.181641
	Iteration 30Q: 3 clusters Score -1052615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1052648.750000 Penalty: 3052.181641
	Iteration 31Q: 3 clusters Score -1052649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1052678.250000 Penalty: 3052.181641
	Iteration 32Q: 3 clusters Score -1052678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1052703.875000 Penalty: 3052.181641
	Iteration 33Q: 3 clusters Score -1052704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1052726.875000 Penalty: 3052.181641
	Iteration 34Q: 3 clusters Score -1052727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1052755.750000 Penalty: 3052.181641
	Iteration 35Q: 3 clusters Score -1052756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1052774.625000 Penalty: 3052.181641
	Iteration 36Q: 3 clusters Score -1052775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1052804.000000 Penalty: 3052.181641
	Iteration 37Q: 3 clusters Score -1052804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1052826.625000 Penalty: 3052.181641
	Iteration 38Q: 3 clusters Score -1052827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1052849.250000 Penalty: 3052.181641
	Iteration 39Q: 3 clusters Score -1052849 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1052866.250000 Penalty: 3052.181641
	Iteration 40F: 3 clusters Score -1052866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1052881.250000 Penalty: 3052.181641
	Iteration 41Q: 3 clusters Score -1052881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1052894.000000 Penalty: 3052.181641
	Iteration 42Q: 3 clusters Score -1052894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1052908.125000 Penalty: 3052.181641
	Iteration 43Q: 3 clusters Score -1052908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1052913.875000 Penalty: 3052.181641
	Iteration 44Q: 3 clusters Score -1052914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1052920.125000 Penalty: 3052.181641
	Iteration 45Q: 3 clusters Score -1052920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1052925.250000 Penalty: 3052.181641
	Iteration 46Q: 3 clusters Score -1052925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1052934.875000 Penalty: 3052.181641
	Iteration 47Q: 3 clusters Score -1052935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1052940.125000 Penalty: 3052.181641
	Iteration 48Q: 3 clusters Score -1052940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1052952.250000 Penalty: 3052.181641
	Iteration 49Q: 3 clusters Score -1052952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1052957.250000 Penalty: 3052.181641
	Iteration 50Q: 3 clusters Score -1052957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1052963.875000 Penalty: 3052.181641
	Iteration 51Q: 3 clusters Score -1052964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1052969.250000 Penalty: 3052.181641
	Iteration 52Q: 3 clusters Score -1052969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1052972.375000 Penalty: 3052.181641
	Iteration 53Q: 3 clusters Score -1052972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1052977.000000 Penalty: 3052.181641
	Iteration 54Q: 3 clusters Score -1052977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1052978.375000 Penalty: 3052.181641
	Iteration 55Q: 3 clusters Score -1052978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1052980.500000 Penalty: 3052.181641
	Iteration 56Q: 3 clusters Score -1052980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1052983.375000 Penalty: 3052.181641
	Iteration 57Q: 3 clusters Score -1052983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1052986.250000 Penalty: 3052.181641
	Iteration 58Q: 3 clusters Score -1052986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1052987.375000 Penalty: 3052.181641
	Iteration 59Q: 3 clusters Score -1052987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1052991.500000 Penalty: 3052.181641
	Iteration 60F: 3 clusters Score -1052992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1052994.625000 Penalty: 3052.181641
	Iteration 61Q: 3 clusters Score -1052995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1052998.125000 Penalty: 3052.181641
	Iteration 62Q: 3 clusters Score -1052998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1052998.875000 Penalty: 3052.181641
	Iteration 63Q: 3 clusters Score -1052999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1053000.875000 Penalty: 3052.181641
	Iteration 64Q: 3 clusters Score -1053001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1053000.125000 Penalty: 3052.181641
	Iteration 65Q: 3 clusters Score -1053000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1053001.625000 Penalty: 3052.181641
	Iteration 66Q: 3 clusters Score -1053002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1053000.625000 Penalty: 3052.181641
	Iteration 67Q: 3 clusters Score -1053001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1053003.625000 Penalty: 3052.181641
	Iteration 68Q: 3 clusters Score -1053004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1053002.750000 Penalty: 3052.181641
	Iteration 69Q: 3 clusters Score -1053003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1053003.875000 Penalty: 3052.181641
	Iteration 70Q: 3 clusters Score -1053004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1053004.250000 Penalty: 3052.181641
	Iteration 71Q: 3 clusters Score -1053004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1053003.750000 Penalty: 3052.181641
	Iteration 72Q: 3 clusters Score -1053004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1053004.500000 Penalty: 3052.181641
	Iteration 73Q: 3 clusters Score -1053004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1053005.250000 Penalty: 3052.181641
	Iteration 74Q: 3 clusters Score -1053005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1053005.375000 Penalty: 3052.181641
	Iteration 75Q: 3 clusters Score -1053005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1053004.750000 Penalty: 3052.181641
	Iteration 76Q: 3 clusters Score -1053005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1053005.250000 Penalty: 3052.181641
	Iteration 77Q: 3 clusters Score -1053005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1053003.750000 Penalty: 3052.181641
	Iteration 78Q: 3 clusters Score -1053004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1053005.750000 Penalty: 3052.181641
	Iteration 79Q: 3 clusters Score -1053006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1053004.625000 Penalty: 3052.181641
	Iteration 80F: 3 clusters Score -1053005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1053005.500000 Penalty: 3052.181641
	Iteration 81Q: 3 clusters Score -1053006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1053006.000000 Penalty: 3052.181641
	Iteration 82Q: 3 clusters Score -1053006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1053006.000000 Penalty: 3052.181641
	Iteration 83F: 3 clusters Score -1053006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Entering Unmasked Estep 
Score: -8490434.000000 Penalty: 1861.827881
	Iteration 0F: 2 clusters Score -8490434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8427164.000000 Penalty: 3723.655762
	Iteration 0F: 3 clusters Score -8427164 nChanged 45195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -8454118.000000 Penalty: 3723.655762
	Iteration 1F: 3 clusters Score -8454118 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -8455818.000000 Penalty: 3723.655762
	Iteration 2Q: 3 clusters Score -8455818 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -8458661.000000 Penalty: 3723.655762
	Iteration 3F: 3 clusters Score -8458661 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8463168.000000 Penalty: 3723.655762
	Iteration 4F: 3 clusters Score -8463168 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -8469012.000000 Penalty: 3723.655762
	Iteration 5F: 3 clusters Score -8469012 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -8475145.000000 Penalty: 3723.655762
	Iteration 6F: 3 clusters Score -8475145 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -8480157.000000 Penalty: 3723.655762
	Iteration 7F: 3 clusters Score -8480157 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -8483806.000000 Penalty: 3723.655762
	Iteration 8Q: 3 clusters Score -8483806 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -8485946.000000 Penalty: 3723.655762
	Iteration 9Q: 3 clusters Score -8485946 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -8487183.000000 Penalty: 3723.655762
	Iteration 10Q: 3 clusters Score -8487183 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -8487837.000000 Penalty: 3723.655762
	Iteration 11Q: 3 clusters Score -8487837 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -8488179.000000 Penalty: 3723.655762
	Iteration 12Q: 3 clusters Score -8488179 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -8488355.000000 Penalty: 3723.655762
	Iteration 13Q: 3 clusters Score -8488355 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -8488490.000000 Penalty: 3723.655762
	Iteration 14Q: 3 clusters Score -8488490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -8488565.000000 Penalty: 3723.655762
	Iteration 15Q: 3 clusters Score -8488565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -8488651.000000 Penalty: 3723.655762
	Iteration 16Q: 3 clusters Score -8488651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -8488691.000000 Penalty: 3723.655762
	Iteration 17Q: 3 clusters Score -8488691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -8488723.000000 Penalty: 3723.655762
	Iteration 18Q: 3 clusters Score -8488723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -8488760.000000 Penalty: 3723.655762
	Iteration 19Q: 3 clusters Score -8488760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -8488781.000000 Penalty: 3723.655762
	Iteration 20F: 3 clusters Score -8488781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -8488790.000000 Penalty: 3723.655762
	Iteration 21Q: 3 clusters Score -8488790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -8488818.000000 Penalty: 3723.655762
	Iteration 22Q: 3 clusters Score -8488818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -8488827.000000 Penalty: 3723.655762
	Iteration 23Q: 3 clusters Score -8488827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -8488846.000000 Penalty: 3723.655762
	Iteration 24Q: 3 clusters Score -8488846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -8488853.000000 Penalty: 3723.655762
	Iteration 25Q: 3 clusters Score -8488853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -8488853.000000 Penalty: 3723.655762
	Iteration 26Q: 3 clusters Score -8488853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -8488860.000000 Penalty: 3723.655762
	Iteration 27Q: 3 clusters Score -8488860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -8488868.000000 Penalty: 3723.655762
	Iteration 28Q: 3 clusters Score -8488868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -8488873.000000 Penalty: 3723.655762
	Iteration 29Q: 3 clusters Score -8488873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -8488879.000000 Penalty: 3723.655762
	Iteration 30Q: 3 clusters Score -8488879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -8488879.000000 Penalty: 3723.655762
	Iteration 31Q: 3 clusters Score -8488879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -8488884.000000 Penalty: 3723.655762
	Iteration 32Q: 3 clusters Score -8488884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -8488884.000000 Penalty: 3723.655762
	Iteration 33Q: 3 clusters Score -8488884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -8488884.000000 Penalty: 3723.655762
	Iteration 34F: 3 clusters Score -8488884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -154014.906250 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -154014.9 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 940 members 
Entering Unmasked Estep 
Score: -152024.031250 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -152024 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152506.312500 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -152506.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152680.203125 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -152680.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152781.015625 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -152781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152870.187500 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -152870.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152959.890625 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -152959.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153025.203125 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -153025.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153080.671875 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -153080.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153130.296875 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -153130.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153167.171875 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -153167.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153198.609375 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -153198.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153227.875000 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -153227.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153253.578125 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -153253.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153279.968750 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -153280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153298.312500 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -153298.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153310.046875 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -153310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153318.750000 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -153318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153329.203125 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -153329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153337.078125 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -153337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153343.796875 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -153343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -153347.390625 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -153347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153352.578125 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -153352.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153357.687500 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -153357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153360.625000 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -153360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -153362.890625 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -153362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -153364.234375 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -153364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153366.593750 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -153366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153369.625000 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -153369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153370.640625 Penalty: 2445.131348
	Iteration 28Q: 3 clusters Score -153370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153371.578125 Penalty: 2445.131348
	Iteration 29Q: 3 clusters Score -153371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153373.937500 Penalty: 2445.131348
	Iteration 30Q: 3 clusters Score -153373.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153373.937500 Penalty: 2445.131348
	Iteration 31F: 3 clusters Score -153373.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -778463.937500 Penalty: 1478.071899
	Iteration 0F: 2 clusters Score -778463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -772042.500000 Penalty: 2956.143799
	Iteration 0F: 3 clusters Score -772042.5 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -774068.937500 Penalty: 2956.143799
	Iteration 1F: 3 clusters Score -774068.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -774376.000000 Penalty: 2956.143799
	Iteration 2F: 3 clusters Score -774376 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -774601.812500 Penalty: 2956.143799
	Iteration 3F: 3 clusters Score -774601.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -774777.187500 Penalty: 2956.143799
	Iteration 4Q: 3 clusters Score -774777.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -774949.812500 Penalty: 2956.143799
	Iteration 5Q: 3 clusters Score -774949.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -775188.187500 Penalty: 2956.143799
	Iteration 6Q: 3 clusters Score -775188.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -775450.187500 Penalty: 2956.143799
	Iteration 7Q: 3 clusters Score -775450.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -775751.250000 Penalty: 2956.143799
	Iteration 8F: 3 clusters Score -775751.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -776090.187500 Penalty: 2956.143799
	Iteration 9Q: 3 clusters Score -776090.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -776424.437500 Penalty: 2956.143799
	Iteration 10Q: 3 clusters Score -776424.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -776676.875000 Penalty: 2956.143799
	Iteration 11Q: 3 clusters Score -776676.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -776870.625000 Penalty: 2956.143799
	Iteration 12Q: 3 clusters Score -776870.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -777010.437500 Penalty: 2956.143799
	Iteration 13Q: 3 clusters Score -777010.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -777122.875000 Penalty: 2956.143799
	Iteration 14Q: 3 clusters Score -777122.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -777205.562500 Penalty: 2956.143799
	Iteration 15Q: 3 clusters Score -777205.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -777299.187500 Penalty: 2956.143799
	Iteration 16Q: 3 clusters Score -777299.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -777388.250000 Penalty: 2956.143799
	Iteration 17Q: 3 clusters Score -777388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -777454.000000 Penalty: 2956.143799
	Iteration 18Q: 3 clusters Score -777454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -777513.625000 Penalty: 2956.143799
	Iteration 19Q: 3 clusters Score -777513.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -777544.062500 Penalty: 2956.143799
	Iteration 20F: 3 clusters Score -777544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777554.375000 Penalty: 2956.143799
	Iteration 21Q: 3 clusters Score -777554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777562.687500 Penalty: 2956.143799
	Iteration 22Q: 3 clusters Score -777562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -777571.687500 Penalty: 2956.143799
	Iteration 23Q: 3 clusters Score -777571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777574.750000 Penalty: 2956.143799
	Iteration 24Q: 3 clusters Score -777574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -777578.000000 Penalty: 2956.143799
	Iteration 25Q: 3 clusters Score -777578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -777580.562500 Penalty: 2956.143799
	Iteration 26Q: 3 clusters Score -777580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -777580.687500 Penalty: 2956.143799
	Iteration 27Q: 3 clusters Score -777580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -777580.687500 Penalty: 2956.143799
	Iteration 28F: 3 clusters Score -777580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Entering Unmasked Estep 
Score: -7272502.500000 Penalty: 1840.346558
	Iteration 0F: 2 clusters Score -7272502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7217095.500000 Penalty: 3680.693115
	Iteration 0F: 3 clusters Score -7217096 nChanged 39340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -7239871.500000 Penalty: 3680.693115
	Iteration 1F: 3 clusters Score -7239872 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -7240717.500000 Penalty: 3680.693115
	Iteration 2Q: 3 clusters Score -7240718 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7241909.500000 Penalty: 3680.693115
	Iteration 3Q: 3 clusters Score -7241910 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -7244071.000000 Penalty: 3680.693115
	Iteration 4F: 3 clusters Score -7244071 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -7248086.500000 Penalty: 3680.693115
	Iteration 5F: 3 clusters Score -7248086 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -7254065.500000 Penalty: 3680.693115
	Iteration 6F: 3 clusters Score -7254066 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -7261002.000000 Penalty: 3680.693115
	Iteration 7F: 3 clusters Score -7261002 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -7266447.000000 Penalty: 3680.693115
	Iteration 8F: 3 clusters Score -7266447 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -7269190.000000 Penalty: 3680.693115
	Iteration 9Q: 3 clusters Score -7269190 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -7270181.500000 Penalty: 3680.693115
	Iteration 10Q: 3 clusters Score -7270182 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -7270528.000000 Penalty: 3680.693115
	Iteration 11Q: 3 clusters Score -7270528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -7270689.000000 Penalty: 3680.693115
	Iteration 12Q: 3 clusters Score -7270689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -7270753.500000 Penalty: 3680.693115
	Iteration 13Q: 3 clusters Score -7270754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -7270808.000000 Penalty: 3680.693115
	Iteration 14Q: 3 clusters Score -7270808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -7270835.000000 Penalty: 3680.693115
	Iteration 15Q: 3 clusters Score -7270835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -7270842.000000 Penalty: 3680.693115
	Iteration 16Q: 3 clusters Score -7270842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -7270856.500000 Penalty: 3680.693115
	Iteration 17Q: 3 clusters Score -7270856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -7270865.500000 Penalty: 3680.693115
	Iteration 18Q: 3 clusters Score -7270866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -7270874.000000 Penalty: 3680.693115
	Iteration 19Q: 3 clusters Score -7270874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -7270878.000000 Penalty: 3680.693115
	Iteration 20F: 3 clusters Score -7270878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -7270885.500000 Penalty: 3680.693115
	Iteration 21Q: 3 clusters Score -7270886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -7270884.000000 Penalty: 3680.693115
	Iteration 22Q: 3 clusters Score -7270884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -7270887.000000 Penalty: 3680.693115
	Iteration 23Q: 3 clusters Score -7270887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -7270887.000000 Penalty: 3680.693115
	Iteration 24F: 3 clusters Score -7270887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Entering Unmasked Estep 
Score: -2092833.000000 Penalty: 1656.036621
	Iteration 0F: 2 clusters Score -2092833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2074678.000000 Penalty: 3312.073242
	Iteration 0F: 3 clusters Score -2074678 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2081819.500000 Penalty: 3312.073242
	Iteration 1F: 3 clusters Score -2081820 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2082441.875000 Penalty: 3312.073242
	Iteration 2F: 3 clusters Score -2082442 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2083266.625000 Penalty: 3312.073242
	Iteration 3F: 3 clusters Score -2083267 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2084285.875000 Penalty: 3312.073242
	Iteration 4F: 3 clusters Score -2084286 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2085422.000000 Penalty: 3312.073242
	Iteration 5F: 3 clusters Score -2085422 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2086579.625000 Penalty: 3312.073242
	Iteration 6F: 3 clusters Score -2086580 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2087675.250000 Penalty: 3312.073242
	Iteration 7F: 3 clusters Score -2087675 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2088550.500000 Penalty: 3312.073242
	Iteration 8Q: 3 clusters Score -2088550 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2089242.750000 Penalty: 3312.073242
	Iteration 9Q: 3 clusters Score -2089243 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2089760.625000 Penalty: 3312.073242
	Iteration 10Q: 3 clusters Score -2089761 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2090172.125000 Penalty: 3312.073242
	Iteration 11Q: 3 clusters Score -2090172 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2090519.250000 Penalty: 3312.073242
	Iteration 12Q: 3 clusters Score -2090519 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2090842.375000 Penalty: 3312.073242
	Iteration 13Q: 3 clusters Score -2090842 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2091133.625000 Penalty: 3312.073242
	Iteration 14Q: 3 clusters Score -2091134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2091348.000000 Penalty: 3312.073242
	Iteration 15Q: 3 clusters Score -2091348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2091474.125000 Penalty: 3312.073242
	Iteration 16Q: 3 clusters Score -2091474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2091547.625000 Penalty: 3312.073242
	Iteration 17Q: 3 clusters Score -2091548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -2091589.375000 Penalty: 3312.073242
	Iteration 18Q: 3 clusters Score -2091589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2091635.375000 Penalty: 3312.073242
	Iteration 19Q: 3 clusters Score -2091635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2091678.750000 Penalty: 3312.073242
	Iteration 20F: 3 clusters Score -2091679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2091717.750000 Penalty: 3312.073242
	Iteration 21Q: 3 clusters Score -2091718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2091754.625000 Penalty: 3312.073242
	Iteration 22Q: 3 clusters Score -2091755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2091778.375000 Penalty: 3312.073242
	Iteration 23Q: 3 clusters Score -2091778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2091807.000000 Penalty: 3312.073242
	Iteration 24Q: 3 clusters Score -2091807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2091823.000000 Penalty: 3312.073242
	Iteration 25Q: 3 clusters Score -2091823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2091854.250000 Penalty: 3312.073242
	Iteration 26Q: 3 clusters Score -2091854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -2091887.375000 Penalty: 3312.073242
	Iteration 27Q: 3 clusters Score -2091887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2091904.000000 Penalty: 3312.073242
	Iteration 28Q: 3 clusters Score -2091904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -2091916.375000 Penalty: 3312.073242
	Iteration 29Q: 3 clusters Score -2091916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2091930.875000 Penalty: 3312.073242
	Iteration 30Q: 3 clusters Score -2091931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -2091941.875000 Penalty: 3312.073242
	Iteration 31Q: 3 clusters Score -2091942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -2091945.375000 Penalty: 3312.073242
	Iteration 32Q: 3 clusters Score -2091945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2091947.875000 Penalty: 3312.073242
	Iteration 33Q: 3 clusters Score -2091948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2091958.750000 Penalty: 3312.073242
	Iteration 34Q: 3 clusters Score -2091959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2091963.625000 Penalty: 3312.073242
	Iteration 35Q: 3 clusters Score -2091964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2091966.625000 Penalty: 3312.073242
	Iteration 36Q: 3 clusters Score -2091967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2091969.125000 Penalty: 3312.073242
	Iteration 37Q: 3 clusters Score -2091969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2091968.875000 Penalty: 3312.073242
	Iteration 38Q: 3 clusters Score -2091969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2091970.375000 Penalty: 3312.073242
	Iteration 39Q: 3 clusters Score -2091970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2091971.375000 Penalty: 3312.073242
	Iteration 40F: 3 clusters Score -2091971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2091973.250000 Penalty: 3312.073242
	Iteration 41Q: 3 clusters Score -2091973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2091975.750000 Penalty: 3312.073242
	Iteration 42Q: 3 clusters Score -2091976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2091974.875000 Penalty: 3312.073242
	Iteration 43Q: 3 clusters Score -2091975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2091975.250000 Penalty: 3312.073242
	Iteration 44Q: 3 clusters Score -2091975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2091975.250000 Penalty: 3312.073242
	Iteration 45F: 3 clusters Score -2091975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Entering Unmasked Estep 
Score: -15926213.000000 Penalty: 1961.814941
	Iteration 0F: 2 clusters Score -1.592621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -15809078.000000 Penalty: 3923.629883
	Iteration 0F: 3 clusters Score -1.580908e+07 nChanged 84335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -15858544.000000 Penalty: 3923.629883
	Iteration 1F: 3 clusters Score -1.585854e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -15859547.000000 Penalty: 3923.629883
	Iteration 2Q: 3 clusters Score -1.585955e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -15860872.000000 Penalty: 3923.629883
	Iteration 3Q: 3 clusters Score -1.586087e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -15862545.000000 Penalty: 3923.629883
	Iteration 4Q: 3 clusters Score -1.586254e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -15865252.000000 Penalty: 3923.629883
	Iteration 5Q: 3 clusters Score -1.586525e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -15869541.000000 Penalty: 3923.629883
	Iteration 6Q: 3 clusters Score -1.586954e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -15876181.000000 Penalty: 3923.629883
	Iteration 7F: 3 clusters Score -1.587618e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -15886141.000000 Penalty: 3923.629883
	Iteration 8F: 3 clusters Score -1.588614e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -15898561.000000 Penalty: 3923.629883
	Iteration 9F: 3 clusters Score -1.589856e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -15909728.000000 Penalty: 3923.629883
	Iteration 10F: 3 clusters Score -1.590973e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -15917273.000000 Penalty: 3923.629883
	Iteration 11Q: 3 clusters Score -1.591727e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -15921282.000000 Penalty: 3923.629883
	Iteration 12Q: 3 clusters Score -1.592128e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -15923296.000000 Penalty: 3923.629883
	Iteration 13Q: 3 clusters Score -1.59233e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -15924211.000000 Penalty: 3923.629883
	Iteration 14Q: 3 clusters Score -1.592421e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -15924644.000000 Penalty: 3923.629883
	Iteration 15Q: 3 clusters Score -1.592464e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -15924875.000000 Penalty: 3923.629883
	Iteration 16Q: 3 clusters Score -1.592488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -15924999.000000 Penalty: 3923.629883
	Iteration 17Q: 3 clusters Score -1.5925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -15925058.000000 Penalty: 3923.629883
	Iteration 18Q: 3 clusters Score -1.592506e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 173884 members 
Entering Unmasked Estep 
Score: -15925091.000000 Penalty: 3923.629883
	Iteration 19Q: 3 clusters Score -1.592509e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -15925109.000000 Penalty: 3923.629883
	Iteration 20F: 3 clusters Score -1.592511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -15925129.000000 Penalty: 3923.629883
	Iteration 21Q: 3 clusters Score -1.592513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -15925127.000000 Penalty: 3923.629883
	Iteration 22Q: 3 clusters Score -1.592513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -15925119.000000 Penalty: 3923.629883
	Iteration 23Q: 3 clusters Score -1.592512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 173969 members 
Entering Unmasked Estep 
Score: -15925120.000000 Penalty: 3923.629883
	Iteration 24Q: 3 clusters Score -1.592512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -15925119.000000 Penalty: 3923.629883
	Iteration 25Q: 3 clusters Score -1.592512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 173977 members 
Entering Unmasked Estep 
Score: -15925116.000000 Penalty: 3923.629883
	Iteration 26Q: 3 clusters Score -1.592512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 173982 members 
Entering Unmasked Estep 
Score: -15925123.000000 Penalty: 3923.629883
	Iteration 27Q: 3 clusters Score -1.592512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -15925127.000000 Penalty: 3923.629883
	Iteration 28Q: 3 clusters Score -1.592513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -15925125.000000 Penalty: 3923.629883
	Iteration 29Q: 3 clusters Score -1.592512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -15925121.000000 Penalty: 3923.629883
	Iteration 30Q: 3 clusters Score -1.592512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -15925131.000000 Penalty: 3923.629883
	Iteration 31Q: 3 clusters Score -1.592513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -15925118.000000 Penalty: 3923.629883
	Iteration 32Q: 3 clusters Score -1.592512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -15925110.000000 Penalty: 3923.629883
	Iteration 33Q: 3 clusters Score -1.592511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -15925116.000000 Penalty: 3923.629883
	Iteration 34Q: 3 clusters Score -1.592512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -15925114.000000 Penalty: 3923.629883
	Iteration 35Q: 3 clusters Score -1.592511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -15925115.000000 Penalty: 3923.629883
	Iteration 36Q: 3 clusters Score -1.592512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -15925115.000000 Penalty: 3923.629883
	Iteration 37F: 3 clusters Score -1.592512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -972650.750000 Penalty: 1522.151733
	Iteration 0F: 2 clusters Score -972650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -964356.187500 Penalty: 3044.303467
	Iteration 0F: 3 clusters Score -964356.2 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -967101.687500 Penalty: 3044.303467
	Iteration 1F: 3 clusters Score -967101.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -967394.125000 Penalty: 3044.303467
	Iteration 2F: 3 clusters Score -967394.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -967626.875000 Penalty: 3044.303467
	Iteration 3Q: 3 clusters Score -967626.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -967845.250000 Penalty: 3044.303467
	Iteration 4Q: 3 clusters Score -967845.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -968057.625000 Penalty: 3044.303467
	Iteration 5Q: 3 clusters Score -968057.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -968283.187500 Penalty: 3044.303467
	Iteration 6Q: 3 clusters Score -968283.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -968537.375000 Penalty: 3044.303467
	Iteration 7Q: 3 clusters Score -968537.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -968846.437500 Penalty: 3044.303467
	Iteration 8Q: 3 clusters Score -968846.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -969209.187500 Penalty: 3044.303467
	Iteration 9Q: 3 clusters Score -969209.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -969622.250000 Penalty: 3044.303467
	Iteration 10Q: 3 clusters Score -969622.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -970026.000000 Penalty: 3044.303467
	Iteration 11Q: 3 clusters Score -970026 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -970431.937500 Penalty: 3044.303467
	Iteration 12Q: 3 clusters Score -970431.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -970783.312500 Penalty: 3044.303467
	Iteration 13Q: 3 clusters Score -970783.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -971045.062500 Penalty: 3044.303467
	Iteration 14Q: 3 clusters Score -971045.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -971218.937500 Penalty: 3044.303467
	Iteration 15Q: 3 clusters Score -971218.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -971350.125000 Penalty: 3044.303467
	Iteration 16Q: 3 clusters Score -971350.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -971449.750000 Penalty: 3044.303467
	Iteration 17Q: 3 clusters Score -971449.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -971552.062500 Penalty: 3044.303467
	Iteration 18Q: 3 clusters Score -971552.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -971621.000000 Penalty: 3044.303467
	Iteration 19Q: 3 clusters Score -971621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -971690.500000 Penalty: 3044.303467
	Iteration 20F: 3 clusters Score -971690.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -971740.750000 Penalty: 3044.303467
	Iteration 21Q: 3 clusters Score -971740.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -971773.500000 Penalty: 3044.303467
	Iteration 22Q: 3 clusters Score -971773.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -971804.250000 Penalty: 3044.303467
	Iteration 23Q: 3 clusters Score -971804.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -971828.562500 Penalty: 3044.303467
	Iteration 24Q: 3 clusters Score -971828.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -971848.625000 Penalty: 3044.303467
	Iteration 25Q: 3 clusters Score -971848.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -971863.500000 Penalty: 3044.303467
	Iteration 26Q: 3 clusters Score -971863.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -971868.562500 Penalty: 3044.303467
	Iteration 27Q: 3 clusters Score -971868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -971875.562500 Penalty: 3044.303467
	Iteration 28Q: 3 clusters Score -971875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -971883.812500 Penalty: 3044.303467
	Iteration 29Q: 3 clusters Score -971883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -971892.937500 Penalty: 3044.303467
	Iteration 30Q: 3 clusters Score -971892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -971901.062500 Penalty: 3044.303467
	Iteration 31Q: 3 clusters Score -971901.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -971908.375000 Penalty: 3044.303467
	Iteration 32Q: 3 clusters Score -971908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -971913.250000 Penalty: 3044.303467
	Iteration 33Q: 3 clusters Score -971913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -971916.000000 Penalty: 3044.303467
	Iteration 34Q: 3 clusters Score -971916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -971920.437500 Penalty: 3044.303467
	Iteration 35Q: 3 clusters Score -971920.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -971923.750000 Penalty: 3044.303467
	Iteration 36Q: 3 clusters Score -971923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -971924.437500 Penalty: 3044.303467
	Iteration 37Q: 3 clusters Score -971924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -971928.250000 Penalty: 3044.303467
	Iteration 38Q: 3 clusters Score -971928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -971931.562500 Penalty: 3044.303467
	Iteration 39Q: 3 clusters Score -971931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -971936.562500 Penalty: 3044.303467
	Iteration 40F: 3 clusters Score -971936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -971940.437500 Penalty: 3044.303467
	Iteration 41Q: 3 clusters Score -971940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -971945.437500 Penalty: 3044.303467
	Iteration 42Q: 3 clusters Score -971945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -971955.125000 Penalty: 3044.303467
	Iteration 43Q: 3 clusters Score -971955.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -971974.125000 Penalty: 3044.303467
	Iteration 44Q: 3 clusters Score -971974.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -971986.000000 Penalty: 3044.303467
	Iteration 45Q: 3 clusters Score -971986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -971996.687500 Penalty: 3044.303467
	Iteration 46Q: 3 clusters Score -971996.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -971998.687500 Penalty: 3044.303467
	Iteration 47Q: 3 clusters Score -971998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -972001.375000 Penalty: 3044.303467
	Iteration 48Q: 3 clusters Score -972001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -972005.750000 Penalty: 3044.303467
	Iteration 49Q: 3 clusters Score -972005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -972006.750000 Penalty: 3044.303467
	Iteration 50Q: 3 clusters Score -972006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -972008.562500 Penalty: 3044.303467
	Iteration 51Q: 3 clusters Score -972008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -972009.000000 Penalty: 3044.303467
	Iteration 52Q: 3 clusters Score -972009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -972008.687500 Penalty: 3044.303467
	Iteration 53Q: 3 clusters Score -972008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -972010.500000 Penalty: 3044.303467
	Iteration 54Q: 3 clusters Score -972010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -972011.687500 Penalty: 3044.303467
	Iteration 55Q: 3 clusters Score -972011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -972010.812500 Penalty: 3044.303467
	Iteration 56Q: 3 clusters Score -972010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -972010.812500 Penalty: 3044.303467
	Iteration 57F: 3 clusters Score -972010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Entering Unmasked Estep 
Score: -2683485.000000 Penalty: 1678.481201
	Iteration 0F: 2 clusters Score -2683485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2662985.750000 Penalty: 3356.962402
	Iteration 0F: 3 clusters Score -2662986 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2671070.750000 Penalty: 3356.962402
	Iteration 1F: 3 clusters Score -2671071 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2672089.750000 Penalty: 3356.962402
	Iteration 2F: 3 clusters Score -2672090 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2673471.750000 Penalty: 3356.962402
	Iteration 3F: 3 clusters Score -2673472 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2675338.000000 Penalty: 3356.962402
	Iteration 4F: 3 clusters Score -2675338 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2677420.750000 Penalty: 3356.962402
	Iteration 5F: 3 clusters Score -2677421 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -2679345.000000 Penalty: 3356.962402
	Iteration 6F: 3 clusters Score -2679345 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2680620.750000 Penalty: 3356.962402
	Iteration 7Q: 3 clusters Score -2680621 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2681376.000000 Penalty: 3356.962402
	Iteration 8Q: 3 clusters Score -2681376 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -2681699.000000 Penalty: 3356.962402
	Iteration 9Q: 3 clusters Score -2681699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -2681822.250000 Penalty: 3356.962402
	Iteration 10Q: 3 clusters Score -2681822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -2681889.750000 Penalty: 3356.962402
	Iteration 11Q: 3 clusters Score -2681890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -2681923.250000 Penalty: 3356.962402
	Iteration 12Q: 3 clusters Score -2681923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2681938.750000 Penalty: 3356.962402
	Iteration 13Q: 3 clusters Score -2681939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -2681951.000000 Penalty: 3356.962402
	Iteration 14Q: 3 clusters Score -2681951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -2681960.750000 Penalty: 3356.962402
	Iteration 15Q: 3 clusters Score -2681961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -2681963.750000 Penalty: 3356.962402
	Iteration 16Q: 3 clusters Score -2681964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -2681964.500000 Penalty: 3356.962402
	Iteration 17Q: 3 clusters Score -2681964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -2681964.500000 Penalty: 3356.962402
	Iteration 18F: 3 clusters Score -2681964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -60461.285156 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -60461.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -59110.710938 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -59110.71 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -59453.890625 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -59453.89 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59655.070312 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -59655.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59812.558594 Penalty: 2212.937744
	Iteration 3F: 3 clusters Score -59812.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59961.703125 Penalty: 2212.937744
	Iteration 4F: 3 clusters Score -59961.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60146.855469 Penalty: 2212.937744
	Iteration 5F: 3 clusters Score -60146.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60319.046875 Penalty: 2212.937744
	Iteration 6F: 3 clusters Score -60319.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60410.128906 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -60410.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60465.480469 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -60465.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60523.531250 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -60523.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60555.988281 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -60555.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60579.500000 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -60579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -60588.105469 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -60588.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60594.691406 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -60594.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60601.167969 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -60601.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60602.093750 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -60602.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60602.093750 Penalty: 2212.937744
	Iteration 16F: 3 clusters Score -60602.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160526 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79594 members 
Mstep: Class 18 contains 47235 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 475 members 
Entering Unmasked Estep 
Score: -76301840.000000 Penalty: 66812.335938
Splitting cluster 10 changes total score from -76302552.000000 to -76301840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Entering Unmasked Estep 
Score: -1907156.750000 Penalty: 1621.506592
	Iteration 0F: 2 clusters Score -1907157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1892577.875000 Penalty: 3243.013184
	Iteration 0F: 3 clusters Score -1892578 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1897936.750000 Penalty: 3243.013184
	Iteration 1F: 3 clusters Score -1897937 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1898443.750000 Penalty: 3243.013184
	Iteration 2F: 3 clusters Score -1898444 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1899069.250000 Penalty: 3243.013184
	Iteration 3F: 3 clusters Score -1899069 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1899920.500000 Penalty: 3243.013184
	Iteration 4F: 3 clusters Score -1899920 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1901008.375000 Penalty: 3243.013184
	Iteration 5F: 3 clusters Score -1901008 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1902161.125000 Penalty: 3243.013184
	Iteration 6F: 3 clusters Score -1902161 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1903241.125000 Penalty: 3243.013184
	Iteration 7F: 3 clusters Score -1903241 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1904147.250000 Penalty: 3243.013184
	Iteration 8Q: 3 clusters Score -1904147 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1904799.000000 Penalty: 3243.013184
	Iteration 9Q: 3 clusters Score -1904799 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1905260.625000 Penalty: 3243.013184
	Iteration 10Q: 3 clusters Score -1905261 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1905611.000000 Penalty: 3243.013184
	Iteration 11Q: 3 clusters Score -1905611 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1905870.500000 Penalty: 3243.013184
	Iteration 12Q: 3 clusters Score -1905870 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1906082.125000 Penalty: 3243.013184
	Iteration 13Q: 3 clusters Score -1906082 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1906238.000000 Penalty: 3243.013184
	Iteration 14Q: 3 clusters Score -1906238 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1906339.375000 Penalty: 3243.013184
	Iteration 15Q: 3 clusters Score -1906339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -1906398.875000 Penalty: 3243.013184
	Iteration 16Q: 3 clusters Score -1906399 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1906436.750000 Penalty: 3243.013184
	Iteration 17Q: 3 clusters Score -1906437 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1906468.875000 Penalty: 3243.013184
	Iteration 18Q: 3 clusters Score -1906469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1906480.375000 Penalty: 3243.013184
	Iteration 19Q: 3 clusters Score -1906480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1906497.000000 Penalty: 3243.013184
	Iteration 20F: 3 clusters Score -1906497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1906511.000000 Penalty: 3243.013184
	Iteration 21Q: 3 clusters Score -1906511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1906523.625000 Penalty: 3243.013184
	Iteration 22Q: 3 clusters Score -1906524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1906532.500000 Penalty: 3243.013184
	Iteration 23Q: 3 clusters Score -1906532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1906538.000000 Penalty: 3243.013184
	Iteration 24Q: 3 clusters Score -1906538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1906549.875000 Penalty: 3243.013184
	Iteration 25Q: 3 clusters Score -1906550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1906553.750000 Penalty: 3243.013184
	Iteration 26Q: 3 clusters Score -1906554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1906562.000000 Penalty: 3243.013184
	Iteration 27Q: 3 clusters Score -1906562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1906560.875000 Penalty: 3243.013184
	Iteration 28Q: 3 clusters Score -1906561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1906564.500000 Penalty: 3243.013184
	Iteration 29Q: 3 clusters Score -1906564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1906564.625000 Penalty: 3243.013184
	Iteration 30Q: 3 clusters Score -1906565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1906566.750000 Penalty: 3243.013184
	Iteration 31Q: 3 clusters Score -1906567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1906570.250000 Penalty: 3243.013184
	Iteration 32Q: 3 clusters Score -1906570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1906568.125000 Penalty: 3243.013184
	Iteration 33Q: 3 clusters Score -1906568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1906568.250000 Penalty: 3243.013184
	Iteration 34Q: 3 clusters Score -1906568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1906568.750000 Penalty: 3243.013184
	Iteration 35Q: 3 clusters Score -1906569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1906568.000000 Penalty: 3243.013184
	Iteration 36Q: 3 clusters Score -1906568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1906570.000000 Penalty: 3243.013184
	Iteration 37Q: 3 clusters Score -1906570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1906569.750000 Penalty: 3243.013184
	Iteration 38Q: 3 clusters Score -1906570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1906570.250000 Penalty: 3243.013184
	Iteration 39Q: 3 clusters Score -1906570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1906570.750000 Penalty: 3243.013184
	Iteration 40F: 3 clusters Score -1906571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Entering Unmasked Estep 
Score: -14135498.000000 Penalty: 1947.759277
	Iteration 0F: 2 clusters Score -1.41355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -14027947.000000 Penalty: 3895.518555
	Iteration 0F: 3 clusters Score -1.402795e+07 nChanged 77507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -14073796.000000 Penalty: 3895.518555
	Iteration 1F: 3 clusters Score -1.40738e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -14075199.000000 Penalty: 3895.518555
	Iteration 2Q: 3 clusters Score -1.40752e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -14077140.000000 Penalty: 3895.518555
	Iteration 3Q: 3 clusters Score -1.407714e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -14080172.000000 Penalty: 3895.518555
	Iteration 4Q: 3 clusters Score -1.408017e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -14083903.000000 Penalty: 3895.518555
	Iteration 5Q: 3 clusters Score -1.40839e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -14088291.000000 Penalty: 3895.518555
	Iteration 6F: 3 clusters Score -1.408829e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -14093094.000000 Penalty: 3895.518555
	Iteration 7F: 3 clusters Score -1.409309e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -14098438.000000 Penalty: 3895.518555
	Iteration 8F: 3 clusters Score -1.409844e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -14103881.000000 Penalty: 3895.518555
	Iteration 9F: 3 clusters Score -1.410388e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -14108168.000000 Penalty: 3895.518555
	Iteration 10Q: 3 clusters Score -1.410817e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -14110936.000000 Penalty: 3895.518555
	Iteration 11Q: 3 clusters Score -1.411094e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -14112325.000000 Penalty: 3895.518555
	Iteration 12Q: 3 clusters Score -1.411232e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14113160.000000 Penalty: 3895.518555
	Iteration 13Q: 3 clusters Score -1.411316e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 105285 members 
Entering Unmasked Estep 
Score: -14113653.000000 Penalty: 3895.518555
	Iteration 14Q: 3 clusters Score -1.411365e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -14114184.000000 Penalty: 3895.518555
	Iteration 15Q: 3 clusters Score -1.411418e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -14114716.000000 Penalty: 3895.518555
	Iteration 16Q: 3 clusters Score -1.411472e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14115342.000000 Penalty: 3895.518555
	Iteration 17Q: 3 clusters Score -1.411534e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -14116056.000000 Penalty: 3895.518555
	Iteration 18Q: 3 clusters Score -1.411606e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -14116777.000000 Penalty: 3895.518555
	Iteration 19Q: 3 clusters Score -1.411678e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -14117598.000000 Penalty: 3895.518555
	Iteration 20F: 3 clusters Score -1.41176e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -14118553.000000 Penalty: 3895.518555
	Iteration 21Q: 3 clusters Score -1.411855e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 121443 members 
Entering Unmasked Estep 
Score: -14119683.000000 Penalty: 3895.518555
	Iteration 22Q: 3 clusters Score -1.411968e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -14120787.000000 Penalty: 3895.518555
	Iteration 23Q: 3 clusters Score -1.412079e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -14122048.000000 Penalty: 3895.518555
	Iteration 24Q: 3 clusters Score -1.412205e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -14123255.000000 Penalty: 3895.518555
	Iteration 25Q: 3 clusters Score -1.412326e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 132288 members 
Entering Unmasked Estep 
Score: -14124489.000000 Penalty: 3895.518555
	Iteration 26Q: 3 clusters Score -1.412449e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -14125878.000000 Penalty: 3895.518555
	Iteration 27Q: 3 clusters Score -1.412588e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 137580 members 
Entering Unmasked Estep 
Score: -14127039.000000 Penalty: 3895.518555
	Iteration 28Q: 3 clusters Score -1.412704e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -14128320.000000 Penalty: 3895.518555
	Iteration 29Q: 3 clusters Score -1.412832e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -14129594.000000 Penalty: 3895.518555
	Iteration 30Q: 3 clusters Score -1.412959e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 144435 members 
Entering Unmasked Estep 
Score: -14130849.000000 Penalty: 3895.518555
	Iteration 31Q: 3 clusters Score -1.413085e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -14131958.000000 Penalty: 3895.518555
	Iteration 32Q: 3 clusters Score -1.413196e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -14132911.000000 Penalty: 3895.518555
	Iteration 33Q: 3 clusters Score -1.413291e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -14133441.000000 Penalty: 3895.518555
	Iteration 34Q: 3 clusters Score -1.413344e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -14133844.000000 Penalty: 3895.518555
	Iteration 35Q: 3 clusters Score -1.413384e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 151616 members 
Entering Unmasked Estep 
Score: -14134228.000000 Penalty: 3895.518555
	Iteration 36Q: 3 clusters Score -1.413423e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -14134463.000000 Penalty: 3895.518555
	Iteration 37Q: 3 clusters Score -1.413446e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -14134621.000000 Penalty: 3895.518555
	Iteration 38Q: 3 clusters Score -1.413462e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -14134792.000000 Penalty: 3895.518555
	Iteration 39Q: 3 clusters Score -1.413479e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -14134947.000000 Penalty: 3895.518555
	Iteration 40F: 3 clusters Score -1.413495e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -14135020.000000 Penalty: 3895.518555
	Iteration 41Q: 3 clusters Score -1.413502e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -14135010.000000 Penalty: 3895.518555
	Iteration 42Q: 3 clusters Score -1.413501e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -14135021.000000 Penalty: 3895.518555
	Iteration 43Q: 3 clusters Score -1.413502e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -14135028.000000 Penalty: 3895.518555
	Iteration 44Q: 3 clusters Score -1.413503e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -14135056.000000 Penalty: 3895.518555
	Iteration 45Q: 3 clusters Score -1.413506e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -14135089.000000 Penalty: 3895.518555
	Iteration 46Q: 3 clusters Score -1.413509e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -14135084.000000 Penalty: 3895.518555
	Iteration 47Q: 3 clusters Score -1.413508e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -14135113.000000 Penalty: 3895.518555
	Iteration 48Q: 3 clusters Score -1.413511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -14135111.000000 Penalty: 3895.518555
	Iteration 49Q: 3 clusters Score -1.413511e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -14135107.000000 Penalty: 3895.518555
	Iteration 50Q: 3 clusters Score -1.413511e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -14135139.000000 Penalty: 3895.518555
	Iteration 51Q: 3 clusters Score -1.413514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 156374 members 
Entering Unmasked Estep 
Score: -14135154.000000 Penalty: 3895.518555
	Iteration 52Q: 3 clusters Score -1.413515e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -14135153.000000 Penalty: 3895.518555
	Iteration 53Q: 3 clusters Score -1.413515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -14135204.000000 Penalty: 3895.518555
	Iteration 54Q: 3 clusters Score -1.41352e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -14135210.000000 Penalty: 3895.518555
	Iteration 55Q: 3 clusters Score -1.413521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -14135214.000000 Penalty: 3895.518555
	Iteration 56Q: 3 clusters Score -1.413521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 156642 members 
Entering Unmasked Estep 
Score: -14135214.000000 Penalty: 3895.518555
	Iteration 57Q: 3 clusters Score -1.413521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -14135219.000000 Penalty: 3895.518555
	Iteration 58Q: 3 clusters Score -1.413522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -14135208.000000 Penalty: 3895.518555
	Iteration 59Q: 3 clusters Score -1.413521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 156709 members 
Entering Unmasked Estep 
Score: -14135207.000000 Penalty: 3895.518555
	Iteration 60F: 3 clusters Score -1.413521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -14135190.000000 Penalty: 3895.518555
	Iteration 61Q: 3 clusters Score -1.413519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -14135187.000000 Penalty: 3895.518555
	Iteration 62Q: 3 clusters Score -1.413519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -14135180.000000 Penalty: 3895.518555
	Iteration 63Q: 3 clusters Score -1.413518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -14135186.000000 Penalty: 3895.518555
	Iteration 64Q: 3 clusters Score -1.413519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -14135176.000000 Penalty: 3895.518555
	Iteration 65Q: 3 clusters Score -1.413518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -14135179.000000 Penalty: 3895.518555
	Iteration 66Q: 3 clusters Score -1.413518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -14135171.000000 Penalty: 3895.518555
	Iteration 67Q: 3 clusters Score -1.413517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -14135177.000000 Penalty: 3895.518555
	Iteration 68Q: 3 clusters Score -1.413518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 156908 members 
Entering Unmasked Estep 
Score: -14135209.000000 Penalty: 3895.518555
	Iteration 69Q: 3 clusters Score -1.413521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -14135211.000000 Penalty: 3895.518555
	Iteration 70Q: 3 clusters Score -1.413521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -14135228.000000 Penalty: 3895.518555
	Iteration 71Q: 3 clusters Score -1.413523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -14135234.000000 Penalty: 3895.518555
	Iteration 72Q: 3 clusters Score -1.413523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 3895.518555
	Iteration 73Q: 3 clusters Score -1.413524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 3895.518555
	Iteration 74Q: 3 clusters Score -1.413524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -14135222.000000 Penalty: 3895.518555
	Iteration 75Q: 3 clusters Score -1.413522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -14135233.000000 Penalty: 3895.518555
	Iteration 76Q: 3 clusters Score -1.413523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -14135239.000000 Penalty: 3895.518555
	Iteration 77Q: 3 clusters Score -1.413524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 3895.518555
	Iteration 78Q: 3 clusters Score -1.413524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -14135238.000000 Penalty: 3895.518555
	Iteration 79Q: 3 clusters Score -1.413524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -14135241.000000 Penalty: 3895.518555
	Iteration 80F: 3 clusters Score -1.413524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 3895.518555
	Iteration 81Q: 3 clusters Score -1.413524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 3895.518555
	Iteration 82F: 3 clusters Score -1.413524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -178720.328125 Penalty: 1246.444702
	Iteration 0F: 2 clusters Score -178720.3 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 1111 members 
Entering Unmasked Estep 
Score: -176564.718750 Penalty: 2492.889404
	Iteration 0F: 3 clusters Score -176564.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -177188.609375 Penalty: 2492.889404
	Iteration 1F: 3 clusters Score -177188.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -177415.656250 Penalty: 2492.889404
	Iteration 2F: 3 clusters Score -177415.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -177553.531250 Penalty: 2492.889404
	Iteration 3F: 3 clusters Score -177553.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -177633.578125 Penalty: 2492.889404
	Iteration 4Q: 3 clusters Score -177633.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -177682.625000 Penalty: 2492.889404
	Iteration 5Q: 3 clusters Score -177682.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -177712.500000 Penalty: 2492.889404
	Iteration 6Q: 3 clusters Score -177712.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -177736.859375 Penalty: 2492.889404
	Iteration 7Q: 3 clusters Score -177736.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -177763.906250 Penalty: 2492.889404
	Iteration 8Q: 3 clusters Score -177763.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -177782.640625 Penalty: 2492.889404
	Iteration 9Q: 3 clusters Score -177782.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -177801.703125 Penalty: 2492.889404
	Iteration 10Q: 3 clusters Score -177801.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -177821.453125 Penalty: 2492.889404
	Iteration 11Q: 3 clusters Score -177821.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -177836.187500 Penalty: 2492.889404
	Iteration 12Q: 3 clusters Score -177836.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -177849.359375 Penalty: 2492.889404
	Iteration 13Q: 3 clusters Score -177849.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -177861.109375 Penalty: 2492.889404
	Iteration 14Q: 3 clusters Score -177861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -177865.984375 Penalty: 2492.889404
	Iteration 15Q: 3 clusters Score -177866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -177869.734375 Penalty: 2492.889404
	Iteration 16Q: 3 clusters Score -177869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -177871.625000 Penalty: 2492.889404
	Iteration 17Q: 3 clusters Score -177871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -177873.515625 Penalty: 2492.889404
	Iteration 18Q: 3 clusters Score -177873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -177876.406250 Penalty: 2492.889404
	Iteration 19Q: 3 clusters Score -177876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -177878.375000 Penalty: 2492.889404
	Iteration 20F: 3 clusters Score -177878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -177879.015625 Penalty: 2492.889404
	Iteration 21Q: 3 clusters Score -177879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -177879.296875 Penalty: 2492.889404
	Iteration 22Q: 3 clusters Score -177879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -177879.375000 Penalty: 2492.889404
	Iteration 23Q: 3 clusters Score -177879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -177879.781250 Penalty: 2492.889404
	Iteration 24Q: 3 clusters Score -177879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -177880.437500 Penalty: 2492.889404
	Iteration 25Q: 3 clusters Score -177880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -177881.968750 Penalty: 2492.889404
	Iteration 26Q: 3 clusters Score -177882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -177882.500000 Penalty: 2492.889404
	Iteration 27Q: 3 clusters Score -177882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -177882.500000 Penalty: 2492.889404
	Iteration 28F: 3 clusters Score -177882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -1044568.437500 Penalty: 1528.085327
	Iteration 0F: 2 clusters Score -1044568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1036080.250000 Penalty: 3056.170654
	Iteration 0F: 3 clusters Score -1036080 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1038975.250000 Penalty: 3056.170654
	Iteration 1F: 3 clusters Score -1038975 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1039209.875000 Penalty: 3056.170654
	Iteration 2F: 3 clusters Score -1039210 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1039470.250000 Penalty: 3056.170654
	Iteration 3Q: 3 clusters Score -1039470 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1039791.125000 Penalty: 3056.170654
	Iteration 4F: 3 clusters Score -1039791 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1040151.562500 Penalty: 3056.170654
	Iteration 5F: 3 clusters Score -1040152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1040579.687500 Penalty: 3056.170654
	Iteration 6F: 3 clusters Score -1040580 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1040992.187500 Penalty: 3056.170654
	Iteration 7F: 3 clusters Score -1040992 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1041355.437500 Penalty: 3056.170654
	Iteration 8F: 3 clusters Score -1041355 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1041665.500000 Penalty: 3056.170654
	Iteration 9Q: 3 clusters Score -1041666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1041927.812500 Penalty: 3056.170654
	Iteration 10Q: 3 clusters Score -1041928 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1042129.812500 Penalty: 3056.170654
	Iteration 11Q: 3 clusters Score -1042130 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1042326.625000 Penalty: 3056.170654
	Iteration 12Q: 3 clusters Score -1042327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1042498.000000 Penalty: 3056.170654
	Iteration 13Q: 3 clusters Score -1042498 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1042656.750000 Penalty: 3056.170654
	Iteration 14Q: 3 clusters Score -1042657 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1042782.125000 Penalty: 3056.170654
	Iteration 15Q: 3 clusters Score -1042782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1042875.437500 Penalty: 3056.170654
	Iteration 16Q: 3 clusters Score -1042875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1042946.062500 Penalty: 3056.170654
	Iteration 17Q: 3 clusters Score -1042946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1043007.000000 Penalty: 3056.170654
	Iteration 18Q: 3 clusters Score -1043007 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1043060.187500 Penalty: 3056.170654
	Iteration 19Q: 3 clusters Score -1043060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1043091.625000 Penalty: 3056.170654
	Iteration 20F: 3 clusters Score -1043092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1043120.875000 Penalty: 3056.170654
	Iteration 21Q: 3 clusters Score -1043121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1043158.062500 Penalty: 3056.170654
	Iteration 22Q: 3 clusters Score -1043158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1043199.937500 Penalty: 3056.170654
	Iteration 23Q: 3 clusters Score -1043200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1043226.937500 Penalty: 3056.170654
	Iteration 24Q: 3 clusters Score -1043227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1043252.125000 Penalty: 3056.170654
	Iteration 25Q: 3 clusters Score -1043252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1043274.312500 Penalty: 3056.170654
	Iteration 26Q: 3 clusters Score -1043274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1043294.875000 Penalty: 3056.170654
	Iteration 27Q: 3 clusters Score -1043295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1043308.750000 Penalty: 3056.170654
	Iteration 28Q: 3 clusters Score -1043309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1043318.750000 Penalty: 3056.170654
	Iteration 29Q: 3 clusters Score -1043319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1043323.125000 Penalty: 3056.170654
	Iteration 30Q: 3 clusters Score -1043323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1043326.625000 Penalty: 3056.170654
	Iteration 31Q: 3 clusters Score -1043327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1043333.875000 Penalty: 3056.170654
	Iteration 32Q: 3 clusters Score -1043334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1043340.625000 Penalty: 3056.170654
	Iteration 33Q: 3 clusters Score -1043341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1043347.937500 Penalty: 3056.170654
	Iteration 34Q: 3 clusters Score -1043348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1043351.000000 Penalty: 3056.170654
	Iteration 35Q: 3 clusters Score -1043351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1043352.125000 Penalty: 3056.170654
	Iteration 36Q: 3 clusters Score -1043352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1043353.125000 Penalty: 3056.170654
	Iteration 37Q: 3 clusters Score -1043353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1043355.062500 Penalty: 3056.170654
	Iteration 38Q: 3 clusters Score -1043355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1043354.437500 Penalty: 3056.170654
	Iteration 39Q: 3 clusters Score -1043354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1043354.437500 Penalty: 3056.170654
	Iteration 40F: 3 clusters Score -1043354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Entering Unmasked Estep 
Score: -2417201.500000 Penalty: 1665.742432
	Iteration 0F: 2 clusters Score -2417202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2398172.000000 Penalty: 3331.484863
	Iteration 0F: 3 clusters Score -2398172 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2405202.250000 Penalty: 3331.484863
	Iteration 1F: 3 clusters Score -2405202 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2405635.750000 Penalty: 3331.484863
	Iteration 2Q: 3 clusters Score -2405636 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2406161.500000 Penalty: 3331.484863
	Iteration 3Q: 3 clusters Score -2406162 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2406770.750000 Penalty: 3331.484863
	Iteration 4F: 3 clusters Score -2406771 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2407485.000000 Penalty: 3331.484863
	Iteration 5F: 3 clusters Score -2407485 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2408317.250000 Penalty: 3331.484863
	Iteration 6F: 3 clusters Score -2408317 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2409165.000000 Penalty: 3331.484863
	Iteration 7F: 3 clusters Score -2409165 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2409908.250000 Penalty: 3331.484863
	Iteration 8F: 3 clusters Score -2409908 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2410476.750000 Penalty: 3331.484863
	Iteration 9Q: 3 clusters Score -2410477 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2410933.250000 Penalty: 3331.484863
	Iteration 10Q: 3 clusters Score -2410933 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2411293.500000 Penalty: 3331.484863
	Iteration 11Q: 3 clusters Score -2411294 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2411704.250000 Penalty: 3331.484863
	Iteration 12Q: 3 clusters Score -2411704 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2412169.750000 Penalty: 3331.484863
	Iteration 13Q: 3 clusters Score -2412170 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2412728.250000 Penalty: 3331.484863
	Iteration 14Q: 3 clusters Score -2412728 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2413326.750000 Penalty: 3331.484863
	Iteration 15Q: 3 clusters Score -2413327 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2414029.750000 Penalty: 3331.484863
	Iteration 16Q: 3 clusters Score -2414030 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2414641.250000 Penalty: 3331.484863
	Iteration 17Q: 3 clusters Score -2414641 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2415089.000000 Penalty: 3331.484863
	Iteration 18Q: 3 clusters Score -2415089 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -2415372.250000 Penalty: 3331.484863
	Iteration 19Q: 3 clusters Score -2415372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2415546.000000 Penalty: 3331.484863
	Iteration 20F: 3 clusters Score -2415546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -2415611.000000 Penalty: 3331.484863
	Iteration 21Q: 3 clusters Score -2415611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2415655.250000 Penalty: 3331.484863
	Iteration 22Q: 3 clusters Score -2415655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2415685.750000 Penalty: 3331.484863
	Iteration 23Q: 3 clusters Score -2415686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2415697.250000 Penalty: 3331.484863
	Iteration 24Q: 3 clusters Score -2415697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2415701.250000 Penalty: 3331.484863
	Iteration 25Q: 3 clusters Score -2415701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2415701.250000 Penalty: 3331.484863
	Iteration 26F: 3 clusters Score -2415701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -139679.718750 Penalty: 1205.649414
	Iteration 0F: 2 clusters Score -139679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137777.406250 Penalty: 2411.298828
	Iteration 0F: 3 clusters Score -137777.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -138173.906250 Penalty: 2411.298828
	Iteration 1F: 3 clusters Score -138173.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138297.421875 Penalty: 2411.298828
	Iteration 2F: 3 clusters Score -138297.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -138368.140625 Penalty: 2411.298828
	Iteration 3Q: 3 clusters Score -138368.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -138405.500000 Penalty: 2411.298828
	Iteration 4Q: 3 clusters Score -138405.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -138439.093750 Penalty: 2411.298828
	Iteration 5Q: 3 clusters Score -138439.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138463.437500 Penalty: 2411.298828
	Iteration 6Q: 3 clusters Score -138463.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -138487.609375 Penalty: 2411.298828
	Iteration 7Q: 3 clusters Score -138487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -138502.593750 Penalty: 2411.298828
	Iteration 8Q: 3 clusters Score -138502.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138514.640625 Penalty: 2411.298828
	Iteration 9Q: 3 clusters Score -138514.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -138526.859375 Penalty: 2411.298828
	Iteration 10Q: 3 clusters Score -138526.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -138537.921875 Penalty: 2411.298828
	Iteration 11Q: 3 clusters Score -138537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -138545.078125 Penalty: 2411.298828
	Iteration 12Q: 3 clusters Score -138545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -138550.750000 Penalty: 2411.298828
	Iteration 13Q: 3 clusters Score -138550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -138558.359375 Penalty: 2411.298828
	Iteration 14Q: 3 clusters Score -138558.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -138569.000000 Penalty: 2411.298828
	Iteration 15Q: 3 clusters Score -138569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -138577.312500 Penalty: 2411.298828
	Iteration 16Q: 3 clusters Score -138577.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -138584.281250 Penalty: 2411.298828
	Iteration 17Q: 3 clusters Score -138584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -138590.203125 Penalty: 2411.298828
	Iteration 18Q: 3 clusters Score -138590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -138599.390625 Penalty: 2411.298828
	Iteration 19Q: 3 clusters Score -138599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138604.468750 Penalty: 2411.298828
	Iteration 20F: 3 clusters Score -138604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -138608.015625 Penalty: 2411.298828
	Iteration 21Q: 3 clusters Score -138608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -138612.578125 Penalty: 2411.298828
	Iteration 22Q: 3 clusters Score -138612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -138618.453125 Penalty: 2411.298828
	Iteration 23Q: 3 clusters Score -138618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -138622.156250 Penalty: 2411.298828
	Iteration 24Q: 3 clusters Score -138622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138627.015625 Penalty: 2411.298828
	Iteration 25Q: 3 clusters Score -138627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -138628.890625 Penalty: 2411.298828
	Iteration 26Q: 3 clusters Score -138628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -138630.218750 Penalty: 2411.298828
	Iteration 27Q: 3 clusters Score -138630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -138632.437500 Penalty: 2411.298828
	Iteration 28Q: 3 clusters Score -138632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -138636.171875 Penalty: 2411.298828
	Iteration 29Q: 3 clusters Score -138636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -138639.281250 Penalty: 2411.298828
	Iteration 30Q: 3 clusters Score -138639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138644.312500 Penalty: 2411.298828
	Iteration 31Q: 3 clusters Score -138644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -138645.828125 Penalty: 2411.298828
	Iteration 32Q: 3 clusters Score -138645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138647.296875 Penalty: 2411.298828
	Iteration 33Q: 3 clusters Score -138647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -138648.765625 Penalty: 2411.298828
	Iteration 34Q: 3 clusters Score -138648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -138649.375000 Penalty: 2411.298828
	Iteration 35Q: 3 clusters Score -138649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -138649.859375 Penalty: 2411.298828
	Iteration 36Q: 3 clusters Score -138649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -138651.109375 Penalty: 2411.298828
	Iteration 37Q: 3 clusters Score -138651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -138651.109375 Penalty: 2411.298828
	Iteration 38F: 3 clusters Score -138651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Entering Unmasked Estep 
Score: -7102281.500000 Penalty: 1833.762695
	Iteration 0F: 2 clusters Score -7102282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7049077.500000 Penalty: 3667.525391
	Iteration 0F: 3 clusters Score -7049078 nChanged 37892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7071472.500000 Penalty: 3667.525391
	Iteration 1F: 3 clusters Score -7071472 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7072696.500000 Penalty: 3667.525391
	Iteration 2Q: 3 clusters Score -7072696 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7074109.000000 Penalty: 3667.525391
	Iteration 3Q: 3 clusters Score -7074109 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7075878.000000 Penalty: 3667.525391
	Iteration 4Q: 3 clusters Score -7075878 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7078073.500000 Penalty: 3667.525391
	Iteration 5F: 3 clusters Score -7078074 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -7080304.500000 Penalty: 3667.525391
	Iteration 6F: 3 clusters Score -7080304 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -7082719.500000 Penalty: 3667.525391
	Iteration 7F: 3 clusters Score -7082720 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -7085135.500000 Penalty: 3667.525391
	Iteration 8F: 3 clusters Score -7085136 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -7087136.000000 Penalty: 3667.525391
	Iteration 9Q: 3 clusters Score -7087136 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -7088664.000000 Penalty: 3667.525391
	Iteration 10Q: 3 clusters Score -7088664 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -7089634.000000 Penalty: 3667.525391
	Iteration 11Q: 3 clusters Score -7089634 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7090277.000000 Penalty: 3667.525391
	Iteration 12Q: 3 clusters Score -7090277 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -7090806.500000 Penalty: 3667.525391
	Iteration 13Q: 3 clusters Score -7090806 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7091294.500000 Penalty: 3667.525391
	Iteration 14Q: 3 clusters Score -7091294 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -7091855.000000 Penalty: 3667.525391
	Iteration 15Q: 3 clusters Score -7091855 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -7092468.500000 Penalty: 3667.525391
	Iteration 16Q: 3 clusters Score -7092468 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -7093115.500000 Penalty: 3667.525391
	Iteration 17Q: 3 clusters Score -7093116 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -7093783.500000 Penalty: 3667.525391
	Iteration 18Q: 3 clusters Score -7093784 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -7094488.500000 Penalty: 3667.525391
	Iteration 19Q: 3 clusters Score -7094488 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -7095176.000000 Penalty: 3667.525391
	Iteration 20F: 3 clusters Score -7095176 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7095920.000000 Penalty: 3667.525391
	Iteration 21Q: 3 clusters Score -7095920 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -7096574.000000 Penalty: 3667.525391
	Iteration 22Q: 3 clusters Score -7096574 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -7097217.500000 Penalty: 3667.525391
	Iteration 23Q: 3 clusters Score -7097218 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -7097852.500000 Penalty: 3667.525391
	Iteration 24Q: 3 clusters Score -7097852 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -7098421.500000 Penalty: 3667.525391
	Iteration 25Q: 3 clusters Score -7098422 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7098927.500000 Penalty: 3667.525391
	Iteration 26Q: 3 clusters Score -7098928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7099304.500000 Penalty: 3667.525391
	Iteration 27Q: 3 clusters Score -7099304 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7099643.500000 Penalty: 3667.525391
	Iteration 28Q: 3 clusters Score -7099644 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7099881.000000 Penalty: 3667.525391
	Iteration 29Q: 3 clusters Score -7099881 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7100096.000000 Penalty: 3667.525391
	Iteration 30Q: 3 clusters Score -7100096 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7100271.500000 Penalty: 3667.525391
	Iteration 31Q: 3 clusters Score -7100272 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7100408.000000 Penalty: 3667.525391
	Iteration 32Q: 3 clusters Score -7100408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7100475.500000 Penalty: 3667.525391
	Iteration 33Q: 3 clusters Score -7100476 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7100529.000000 Penalty: 3667.525391
	Iteration 34Q: 3 clusters Score -7100529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7100565.000000 Penalty: 3667.525391
	Iteration 35Q: 3 clusters Score -7100565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7100603.000000 Penalty: 3667.525391
	Iteration 36Q: 3 clusters Score -7100603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7100655.500000 Penalty: 3667.525391
	Iteration 37Q: 3 clusters Score -7100656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7100663.500000 Penalty: 3667.525391
	Iteration 38Q: 3 clusters Score -7100664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7100674.500000 Penalty: 3667.525391
	Iteration 39Q: 3 clusters Score -7100674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7100703.000000 Penalty: 3667.525391
	Iteration 40F: 3 clusters Score -7100703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7100707.000000 Penalty: 3667.525391
	Iteration 41Q: 3 clusters Score -7100707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7100719.500000 Penalty: 3667.525391
	Iteration 42Q: 3 clusters Score -7100720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7100719.500000 Penalty: 3667.525391
	Iteration 43Q: 3 clusters Score -7100720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7100735.000000 Penalty: 3667.525391
	Iteration 44Q: 3 clusters Score -7100735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7100736.000000 Penalty: 3667.525391
	Iteration 45Q: 3 clusters Score -7100736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7100752.500000 Penalty: 3667.525391
	Iteration 46Q: 3 clusters Score -7100752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7100751.000000 Penalty: 3667.525391
	Iteration 47Q: 3 clusters Score -7100751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7100757.000000 Penalty: 3667.525391
	Iteration 48Q: 3 clusters Score -7100757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7100764.500000 Penalty: 3667.525391
	Iteration 49Q: 3 clusters Score -7100764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7100767.000000 Penalty: 3667.525391
	Iteration 50Q: 3 clusters Score -7100767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7100768.000000 Penalty: 3667.525391
	Iteration 51Q: 3 clusters Score -7100768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7100771.000000 Penalty: 3667.525391
	Iteration 52Q: 3 clusters Score -7100771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7100772.500000 Penalty: 3667.525391
	Iteration 53Q: 3 clusters Score -7100772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7100780.000000 Penalty: 3667.525391
	Iteration 54Q: 3 clusters Score -7100780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7100778.000000 Penalty: 3667.525391
	Iteration 55Q: 3 clusters Score -7100778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7100771.000000 Penalty: 3667.525391
	Iteration 56Q: 3 clusters Score -7100771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7100782.500000 Penalty: 3667.525391
	Iteration 57Q: 3 clusters Score -7100782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7100778.000000 Penalty: 3667.525391
	Iteration 58Q: 3 clusters Score -7100778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7100789.500000 Penalty: 3667.525391
	Iteration 59Q: 3 clusters Score -7100790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7100784.500000 Penalty: 3667.525391
	Iteration 60F: 3 clusters Score -7100784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7100785.000000 Penalty: 3667.525391
	Iteration 61Q: 3 clusters Score -7100785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7100788.500000 Penalty: 3667.525391
	Iteration 62Q: 3 clusters Score -7100788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7100792.000000 Penalty: 3667.525391
	Iteration 63Q: 3 clusters Score -7100792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7100792.000000 Penalty: 3667.525391
	Iteration 64Q: 3 clusters Score -7100792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7100786.500000 Penalty: 3667.525391
	Iteration 65Q: 3 clusters Score -7100786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7100785.000000 Penalty: 3667.525391
	Iteration 66Q: 3 clusters Score -7100785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7100783.000000 Penalty: 3667.525391
	Iteration 67Q: 3 clusters Score -7100783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7100783.000000 Penalty: 3667.525391
	Iteration 68F: 3 clusters Score -7100783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Entering Unmasked Estep 
Score: -4074445.500000 Penalty: 1748.969727
	Iteration 0F: 2 clusters Score -4074446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4042821.250000 Penalty: 3497.939453
	Iteration 0F: 3 clusters Score -4042821 nChanged 22169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4055277.000000 Penalty: 3497.939453
	Iteration 1F: 3 clusters Score -4055277 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4055953.250000 Penalty: 3497.939453
	Iteration 2Q: 3 clusters Score -4055953 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4056783.000000 Penalty: 3497.939453
	Iteration 3Q: 3 clusters Score -4056783 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4058032.250000 Penalty: 3497.939453
	Iteration 4F: 3 clusters Score -4058032 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4059645.500000 Penalty: 3497.939453
	Iteration 5F: 3 clusters Score -4059646 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4061647.000000 Penalty: 3497.939453
	Iteration 6F: 3 clusters Score -4061647 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4063652.250000 Penalty: 3497.939453
	Iteration 7F: 3 clusters Score -4063652 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4065142.250000 Penalty: 3497.939453
	Iteration 8F: 3 clusters Score -4065142 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4066235.500000 Penalty: 3497.939453
	Iteration 9Q: 3 clusters Score -4066236 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4067021.250000 Penalty: 3497.939453
	Iteration 10Q: 3 clusters Score -4067021 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4067690.500000 Penalty: 3497.939453
	Iteration 11Q: 3 clusters Score -4067690 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4068244.250000 Penalty: 3497.939453
	Iteration 12Q: 3 clusters Score -4068244 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4068867.250000 Penalty: 3497.939453
	Iteration 13Q: 3 clusters Score -4068867 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4069478.000000 Penalty: 3497.939453
	Iteration 14Q: 3 clusters Score -4069478 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4070076.750000 Penalty: 3497.939453
	Iteration 15Q: 3 clusters Score -4070077 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4070624.500000 Penalty: 3497.939453
	Iteration 16Q: 3 clusters Score -4070624 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4071149.500000 Penalty: 3497.939453
	Iteration 17Q: 3 clusters Score -4071150 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4071649.000000 Penalty: 3497.939453
	Iteration 18Q: 3 clusters Score -4071649 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4072008.750000 Penalty: 3497.939453
	Iteration 19Q: 3 clusters Score -4072009 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4072255.250000 Penalty: 3497.939453
	Iteration 20F: 3 clusters Score -4072255 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4072444.250000 Penalty: 3497.939453
	Iteration 21Q: 3 clusters Score -4072444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4072563.750000 Penalty: 3497.939453
	Iteration 22Q: 3 clusters Score -4072564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4072638.250000 Penalty: 3497.939453
	Iteration 23Q: 3 clusters Score -4072638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4072709.500000 Penalty: 3497.939453
	Iteration 24Q: 3 clusters Score -4072710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4072730.000000 Penalty: 3497.939453
	Iteration 25Q: 3 clusters Score -4072730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4072751.750000 Penalty: 3497.939453
	Iteration 26Q: 3 clusters Score -4072752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4072774.750000 Penalty: 3497.939453
	Iteration 27Q: 3 clusters Score -4072775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4072789.000000 Penalty: 3497.939453
	Iteration 28Q: 3 clusters Score -4072789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4072787.250000 Penalty: 3497.939453
	Iteration 29Q: 3 clusters Score -4072787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4072802.250000 Penalty: 3497.939453
	Iteration 30Q: 3 clusters Score -4072802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4072810.000000 Penalty: 3497.939453
	Iteration 31Q: 3 clusters Score -4072810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4072820.750000 Penalty: 3497.939453
	Iteration 32Q: 3 clusters Score -4072821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4072834.250000 Penalty: 3497.939453
	Iteration 33Q: 3 clusters Score -4072834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4072846.250000 Penalty: 3497.939453
	Iteration 34Q: 3 clusters Score -4072846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4072856.500000 Penalty: 3497.939453
	Iteration 35Q: 3 clusters Score -4072856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4072868.500000 Penalty: 3497.939453
	Iteration 36Q: 3 clusters Score -4072868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4072874.500000 Penalty: 3497.939453
	Iteration 37Q: 3 clusters Score -4072874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4072888.000000 Penalty: 3497.939453
	Iteration 38Q: 3 clusters Score -4072888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4072892.500000 Penalty: 3497.939453
	Iteration 39Q: 3 clusters Score -4072892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4072900.000000 Penalty: 3497.939453
	Iteration 40F: 3 clusters Score -4072900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4072907.750000 Penalty: 3497.939453
	Iteration 41Q: 3 clusters Score -4072908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4072905.750000 Penalty: 3497.939453
	Iteration 42Q: 3 clusters Score -4072906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4072914.750000 Penalty: 3497.939453
	Iteration 43Q: 3 clusters Score -4072915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4072913.500000 Penalty: 3497.939453
	Iteration 44Q: 3 clusters Score -4072914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4072912.750000 Penalty: 3497.939453
	Iteration 45Q: 3 clusters Score -4072913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4072918.750000 Penalty: 3497.939453
	Iteration 46Q: 3 clusters Score -4072919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4072924.500000 Penalty: 3497.939453
	Iteration 47Q: 3 clusters Score -4072924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4072931.750000 Penalty: 3497.939453
	Iteration 48Q: 3 clusters Score -4072932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4072935.000000 Penalty: 3497.939453
	Iteration 49Q: 3 clusters Score -4072935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4072935.000000 Penalty: 3497.939453
	Iteration 50F: 3 clusters Score -4072935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -584386.437500 Penalty: 1445.539795
	Iteration 0F: 2 clusters Score -584386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -579022.750000 Penalty: 2891.079590
	Iteration 0F: 3 clusters Score -579022.8 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -581335.000000 Penalty: 2891.079590
	Iteration 1F: 3 clusters Score -581335 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -582224.937500 Penalty: 2891.079590
	Iteration 2F: 3 clusters Score -582224.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -582844.437500 Penalty: 2891.079590
	Iteration 3F: 3 clusters Score -582844.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -583191.562500 Penalty: 2891.079590
	Iteration 4F: 3 clusters Score -583191.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -583398.125000 Penalty: 2891.079590
	Iteration 5Q: 3 clusters Score -583398.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -583530.125000 Penalty: 2891.079590
	Iteration 6Q: 3 clusters Score -583530.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -583662.937500 Penalty: 2891.079590
	Iteration 7Q: 3 clusters Score -583662.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -583796.562500 Penalty: 2891.079590
	Iteration 8Q: 3 clusters Score -583796.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -583937.187500 Penalty: 2891.079590
	Iteration 9Q: 3 clusters Score -583937.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -584065.125000 Penalty: 2891.079590
	Iteration 10Q: 3 clusters Score -584065.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -584161.375000 Penalty: 2891.079590
	Iteration 11Q: 3 clusters Score -584161.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -584204.000000 Penalty: 2891.079590
	Iteration 12Q: 3 clusters Score -584204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -584228.562500 Penalty: 2891.079590
	Iteration 13Q: 3 clusters Score -584228.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -584249.187500 Penalty: 2891.079590
	Iteration 14Q: 3 clusters Score -584249.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -584266.000000 Penalty: 2891.079590
	Iteration 15Q: 3 clusters Score -584266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -584278.875000 Penalty: 2891.079590
	Iteration 16Q: 3 clusters Score -584278.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -584289.125000 Penalty: 2891.079590
	Iteration 17Q: 3 clusters Score -584289.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -584295.812500 Penalty: 2891.079590
	Iteration 18Q: 3 clusters Score -584295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -584300.125000 Penalty: 2891.079590
	Iteration 19Q: 3 clusters Score -584300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -584303.312500 Penalty: 2891.079590
	Iteration 20F: 3 clusters Score -584303.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -584306.937500 Penalty: 2891.079590
	Iteration 21Q: 3 clusters Score -584306.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -584310.312500 Penalty: 2891.079590
	Iteration 22Q: 3 clusters Score -584310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -584318.187500 Penalty: 2891.079590
	Iteration 23Q: 3 clusters Score -584318.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -584324.187500 Penalty: 2891.079590
	Iteration 24Q: 3 clusters Score -584324.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -584332.125000 Penalty: 2891.079590
	Iteration 25Q: 3 clusters Score -584332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -584337.500000 Penalty: 2891.079590
	Iteration 26Q: 3 clusters Score -584337.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -584342.312500 Penalty: 2891.079590
	Iteration 27Q: 3 clusters Score -584342.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -584345.500000 Penalty: 2891.079590
	Iteration 28Q: 3 clusters Score -584345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -584348.437500 Penalty: 2891.079590
	Iteration 29Q: 3 clusters Score -584348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -584352.187500 Penalty: 2891.079590
	Iteration 30Q: 3 clusters Score -584352.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -584356.125000 Penalty: 2891.079590
	Iteration 31Q: 3 clusters Score -584356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -584358.125000 Penalty: 2891.079590
	Iteration 32Q: 3 clusters Score -584358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -584358.437500 Penalty: 2891.079590
	Iteration 33Q: 3 clusters Score -584358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -584358.687500 Penalty: 2891.079590
	Iteration 34Q: 3 clusters Score -584358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -584358.187500 Penalty: 2891.079590
	Iteration 35Q: 3 clusters Score -584358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -584358.187500 Penalty: 2891.079590
	Iteration 36F: 3 clusters Score -584358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -1569617.875000 Penalty: 1593.230591
	Iteration 0F: 2 clusters Score -1569618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1557219.625000 Penalty: 3186.461182
	Iteration 0F: 3 clusters Score -1557220 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1561605.500000 Penalty: 3186.461182
	Iteration 1F: 3 clusters Score -1561606 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1561900.500000 Penalty: 3186.461182
	Iteration 2Q: 3 clusters Score -1561900 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1562152.125000 Penalty: 3186.461182
	Iteration 3Q: 3 clusters Score -1562152 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1562411.125000 Penalty: 3186.461182
	Iteration 4Q: 3 clusters Score -1562411 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1562691.750000 Penalty: 3186.461182
	Iteration 5Q: 3 clusters Score -1562692 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1563009.875000 Penalty: 3186.461182
	Iteration 6Q: 3 clusters Score -1563010 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1563394.625000 Penalty: 3186.461182
	Iteration 7Q: 3 clusters Score -1563395 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1563935.125000 Penalty: 3186.461182
	Iteration 8Q: 3 clusters Score -1563935 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1564532.250000 Penalty: 3186.461182
	Iteration 9F: 3 clusters Score -1564532 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1565101.500000 Penalty: 3186.461182
	Iteration 10Q: 3 clusters Score -1565102 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1565643.375000 Penalty: 3186.461182
	Iteration 11Q: 3 clusters Score -1565643 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1566177.750000 Penalty: 3186.461182
	Iteration 12Q: 3 clusters Score -1566178 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1566651.750000 Penalty: 3186.461182
	Iteration 13Q: 3 clusters Score -1566652 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1567052.625000 Penalty: 3186.461182
	Iteration 14Q: 3 clusters Score -1567053 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1567414.000000 Penalty: 3186.461182
	Iteration 15Q: 3 clusters Score -1567414 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1567708.750000 Penalty: 3186.461182
	Iteration 16Q: 3 clusters Score -1567709 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1567931.625000 Penalty: 3186.461182
	Iteration 17Q: 3 clusters Score -1567932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1568040.125000 Penalty: 3186.461182
	Iteration 18Q: 3 clusters Score -1568040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1568116.250000 Penalty: 3186.461182
	Iteration 19Q: 3 clusters Score -1568116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1568162.875000 Penalty: 3186.461182
	Iteration 20F: 3 clusters Score -1568163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1568198.500000 Penalty: 3186.461182
	Iteration 21Q: 3 clusters Score -1568198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1568224.375000 Penalty: 3186.461182
	Iteration 22Q: 3 clusters Score -1568224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1568238.125000 Penalty: 3186.461182
	Iteration 23Q: 3 clusters Score -1568238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1568242.000000 Penalty: 3186.461182
	Iteration 24Q: 3 clusters Score -1568242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1568248.625000 Penalty: 3186.461182
	Iteration 25Q: 3 clusters Score -1568249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1568251.375000 Penalty: 3186.461182
	Iteration 26Q: 3 clusters Score -1568251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1568251.375000 Penalty: 3186.461182
	Iteration 27F: 3 clusters Score -1568251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -101450.406250 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -101450.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99826.054688 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -99826.05 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -100217.632812 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -100217.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -100377.632812 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -100377.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100530.773438 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -100530.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100635.906250 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -100635.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -100711.734375 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -100711.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -100769.820312 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -100769.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -100839.328125 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -100839.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -100892.539062 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -100892.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100927.414062 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -100927.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100944.828125 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -100944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100954.945312 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -100954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -100962.539062 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -100962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -100967.890625 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -100967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -100971.929688 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -100971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100974.796875 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -100974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100975.171875 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -100975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100975.171875 Penalty: 2327.022461
	Iteration 17F: 3 clusters Score -100975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Entering Unmasked Estep 
Score: -849147.000000 Penalty: 1513.184448
	Iteration 0F: 2 clusters Score -849147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -841295.562500 Penalty: 3026.368896
	Iteration 0F: 3 clusters Score -841295.6 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -844055.187500 Penalty: 3026.368896
	Iteration 1F: 3 clusters Score -844055.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -844577.250000 Penalty: 3026.368896
	Iteration 2F: 3 clusters Score -844577.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -845092.812500 Penalty: 3026.368896
	Iteration 3F: 3 clusters Score -845092.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -845586.375000 Penalty: 3026.368896
	Iteration 4F: 3 clusters Score -845586.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -846010.812500 Penalty: 3026.368896
	Iteration 5F: 3 clusters Score -846010.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -846346.750000 Penalty: 3026.368896
	Iteration 6F: 3 clusters Score -846346.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -846616.937500 Penalty: 3026.368896
	Iteration 7Q: 3 clusters Score -846616.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -846887.812500 Penalty: 3026.368896
	Iteration 8Q: 3 clusters Score -846887.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -847125.187500 Penalty: 3026.368896
	Iteration 9Q: 3 clusters Score -847125.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -847300.937500 Penalty: 3026.368896
	Iteration 10Q: 3 clusters Score -847300.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -847410.812500 Penalty: 3026.368896
	Iteration 11Q: 3 clusters Score -847410.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -847466.750000 Penalty: 3026.368896
	Iteration 12Q: 3 clusters Score -847466.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -847503.625000 Penalty: 3026.368896
	Iteration 13Q: 3 clusters Score -847503.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -847524.562500 Penalty: 3026.368896
	Iteration 14Q: 3 clusters Score -847524.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -847540.500000 Penalty: 3026.368896
	Iteration 15Q: 3 clusters Score -847540.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -847553.437500 Penalty: 3026.368896
	Iteration 16Q: 3 clusters Score -847553.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -847565.937500 Penalty: 3026.368896
	Iteration 17Q: 3 clusters Score -847565.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -847573.625000 Penalty: 3026.368896
	Iteration 18Q: 3 clusters Score -847573.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -847580.625000 Penalty: 3026.368896
	Iteration 19Q: 3 clusters Score -847580.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -847582.875000 Penalty: 3026.368896
	Iteration 20F: 3 clusters Score -847582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -847589.437500 Penalty: 3026.368896
	Iteration 21Q: 3 clusters Score -847589.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -847594.687500 Penalty: 3026.368896
	Iteration 22Q: 3 clusters Score -847594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -847594.187500 Penalty: 3026.368896
	Iteration 23Q: 3 clusters Score -847594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -847597.750000 Penalty: 3026.368896
	Iteration 24Q: 3 clusters Score -847597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -847597.875000 Penalty: 3026.368896
	Iteration 25Q: 3 clusters Score -847597.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -847599.437500 Penalty: 3026.368896
	Iteration 26Q: 3 clusters Score -847599.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -847604.625000 Penalty: 3026.368896
	Iteration 27Q: 3 clusters Score -847604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -847603.625000 Penalty: 3026.368896
	Iteration 28Q: 3 clusters Score -847603.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -847606.250000 Penalty: 3026.368896
	Iteration 29Q: 3 clusters Score -847606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -847610.437500 Penalty: 3026.368896
	Iteration 30Q: 3 clusters Score -847610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -847610.750000 Penalty: 3026.368896
	Iteration 31Q: 3 clusters Score -847610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -847610.125000 Penalty: 3026.368896
	Iteration 32Q: 3 clusters Score -847610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -847611.000000 Penalty: 3026.368896
	Iteration 33Q: 3 clusters Score -847611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -847611.500000 Penalty: 3026.368896
	Iteration 34Q: 3 clusters Score -847611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -847611.937500 Penalty: 3026.368896
	Iteration 35Q: 3 clusters Score -847611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -847613.312500 Penalty: 3026.368896
	Iteration 36Q: 3 clusters Score -847613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -847612.625000 Penalty: 3026.368896
	Iteration 37Q: 3 clusters Score -847612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -847612.875000 Penalty: 3026.368896
	Iteration 38Q: 3 clusters Score -847612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -847612.312500 Penalty: 3026.368896
	Iteration 39Q: 3 clusters Score -847612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -847614.187500 Penalty: 3026.368896
	Iteration 40F: 3 clusters Score -847614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -847614.625000 Penalty: 3026.368896
	Iteration 41Q: 3 clusters Score -847614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -847613.750000 Penalty: 3026.368896
	Iteration 42Q: 3 clusters Score -847613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -847616.125000 Penalty: 3026.368896
	Iteration 43Q: 3 clusters Score -847616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -847615.187500 Penalty: 3026.368896
	Iteration 44Q: 3 clusters Score -847615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -847618.062500 Penalty: 3026.368896
	Iteration 45Q: 3 clusters Score -847618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -847618.500000 Penalty: 3026.368896
	Iteration 46Q: 3 clusters Score -847618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -847618.187500 Penalty: 3026.368896
	Iteration 47Q: 3 clusters Score -847618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -847618.625000 Penalty: 3026.368896
	Iteration 48Q: 3 clusters Score -847618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -847617.562500 Penalty: 3026.368896
	Iteration 49Q: 3 clusters Score -847617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -847618.500000 Penalty: 3026.368896
	Iteration 50Q: 3 clusters Score -847618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -847619.437500 Penalty: 3026.368896
	Iteration 51Q: 3 clusters Score -847619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -847619.437500 Penalty: 3026.368896
	Iteration 52F: 3 clusters Score -847619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -595296.000000 Penalty: 1440.360474
	Iteration 0F: 2 clusters Score -595296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -589981.625000 Penalty: 2880.720947
	Iteration 0F: 3 clusters Score -589981.6 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -591798.187500 Penalty: 2880.720947
	Iteration 1F: 3 clusters Score -591798.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -592337.750000 Penalty: 2880.720947
	Iteration 2F: 3 clusters Score -592337.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -592929.875000 Penalty: 2880.720947
	Iteration 3F: 3 clusters Score -592929.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -593506.437500 Penalty: 2880.720947
	Iteration 4F: 3 clusters Score -593506.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -594082.750000 Penalty: 2880.720947
	Iteration 5F: 3 clusters Score -594082.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -594568.437500 Penalty: 2880.720947
	Iteration 6F: 3 clusters Score -594568.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -594858.750000 Penalty: 2880.720947
	Iteration 7Q: 3 clusters Score -594858.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -595073.687500 Penalty: 2880.720947
	Iteration 8Q: 3 clusters Score -595073.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -595197.375000 Penalty: 2880.720947
	Iteration 9Q: 3 clusters Score -595197.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -595265.625000 Penalty: 2880.720947
	Iteration 10Q: 3 clusters Score -595265.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -595302.812500 Penalty: 2880.720947
	Iteration 11Q: 3 clusters Score -595302.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -595314.687500 Penalty: 2880.720947
	Iteration 12Q: 3 clusters Score -595314.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -595321.437500 Penalty: 2880.720947
	Iteration 13Q: 3 clusters Score -595321.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -595327.000000 Penalty: 2880.720947
	Iteration 14Q: 3 clusters Score -595327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -595330.500000 Penalty: 2880.720947
	Iteration 15Q: 3 clusters Score -595330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -595332.750000 Penalty: 2880.720947
	Iteration 16Q: 3 clusters Score -595332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -595333.437500 Penalty: 2880.720947
	Iteration 17Q: 3 clusters Score -595333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -595336.125000 Penalty: 2880.720947
	Iteration 18Q: 3 clusters Score -595336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -595338.875000 Penalty: 2880.720947
	Iteration 19Q: 3 clusters Score -595338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -595337.750000 Penalty: 2880.720947
	Iteration 20F: 3 clusters Score -595337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -595338.062500 Penalty: 2880.720947
	Iteration 21Q: 3 clusters Score -595338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -595338.500000 Penalty: 2880.720947
	Iteration 22Q: 3 clusters Score -595338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -595338.500000 Penalty: 2880.720947
	Iteration 23F: 3 clusters Score -595338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160526 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79594 members 
Mstep: Class 18 contains 47235 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 2379 members 
Entering Unmasked Estep 
Score: -76301920.000000 Penalty: 66812.335938
Splitting cluster 23 changes total score from -76302552.000000 to -76301920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -320182.906250 Penalty: 1343.460571
	Iteration 0F: 2 clusters Score -320182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -316964.125000 Penalty: 2686.921143
	Iteration 0F: 3 clusters Score -316964.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -317960.562500 Penalty: 2686.921143
	Iteration 1F: 3 clusters Score -317960.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -318216.875000 Penalty: 2686.921143
	Iteration 2F: 3 clusters Score -318216.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -318375.062500 Penalty: 2686.921143
	Iteration 3F: 3 clusters Score -318375.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -318469.375000 Penalty: 2686.921143
	Iteration 4Q: 3 clusters Score -318469.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -318526.031250 Penalty: 2686.921143
	Iteration 5Q: 3 clusters Score -318526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -318569.281250 Penalty: 2686.921143
	Iteration 6Q: 3 clusters Score -318569.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -318619.625000 Penalty: 2686.921143
	Iteration 7Q: 3 clusters Score -318619.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -318657.125000 Penalty: 2686.921143
	Iteration 8Q: 3 clusters Score -318657.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -318691.875000 Penalty: 2686.921143
	Iteration 9Q: 3 clusters Score -318691.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -318728.625000 Penalty: 2686.921143
	Iteration 10Q: 3 clusters Score -318728.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -318774.593750 Penalty: 2686.921143
	Iteration 11Q: 3 clusters Score -318774.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -318828.343750 Penalty: 2686.921143
	Iteration 12Q: 3 clusters Score -318828.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -318905.937500 Penalty: 2686.921143
	Iteration 13Q: 3 clusters Score -318905.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -319029.406250 Penalty: 2686.921143
	Iteration 14Q: 3 clusters Score -319029.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -319224.562500 Penalty: 2686.921143
	Iteration 15Q: 3 clusters Score -319224.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -319501.687500 Penalty: 2686.921143
	Iteration 16Q: 3 clusters Score -319501.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -319661.562500 Penalty: 2686.921143
	Iteration 17Q: 3 clusters Score -319661.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -319740.343750 Penalty: 2686.921143
	Iteration 18Q: 3 clusters Score -319740.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -319805.312500 Penalty: 2686.921143
	Iteration 19Q: 3 clusters Score -319805.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -319875.625000 Penalty: 2686.921143
	Iteration 20F: 3 clusters Score -319875.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -319938.062500 Penalty: 2686.921143
	Iteration 21Q: 3 clusters Score -319938.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319990.406250 Penalty: 2686.921143
	Iteration 22Q: 3 clusters Score -319990.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -320020.937500 Penalty: 2686.921143
	Iteration 23Q: 3 clusters Score -320020.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -320041.781250 Penalty: 2686.921143
	Iteration 24Q: 3 clusters Score -320041.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320058.562500 Penalty: 2686.921143
	Iteration 25Q: 3 clusters Score -320058.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -320072.250000 Penalty: 2686.921143
	Iteration 26Q: 3 clusters Score -320072.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -320082.937500 Penalty: 2686.921143
	Iteration 27Q: 3 clusters Score -320082.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -320090.281250 Penalty: 2686.921143
	Iteration 28Q: 3 clusters Score -320090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -320101.125000 Penalty: 2686.921143
	Iteration 29Q: 3 clusters Score -320101.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -320111.843750 Penalty: 2686.921143
	Iteration 30Q: 3 clusters Score -320111.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -320119.656250 Penalty: 2686.921143
	Iteration 31Q: 3 clusters Score -320119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -320123.875000 Penalty: 2686.921143
	Iteration 32Q: 3 clusters Score -320123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -320126.000000 Penalty: 2686.921143
	Iteration 33Q: 3 clusters Score -320126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -320129.937500 Penalty: 2686.921143
	Iteration 34Q: 3 clusters Score -320129.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -320135.468750 Penalty: 2686.921143
	Iteration 35Q: 3 clusters Score -320135.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -320140.062500 Penalty: 2686.921143
	Iteration 36Q: 3 clusters Score -320140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -320144.968750 Penalty: 2686.921143
	Iteration 37Q: 3 clusters Score -320145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -320150.437500 Penalty: 2686.921143
	Iteration 38Q: 3 clusters Score -320150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -320155.312500 Penalty: 2686.921143
	Iteration 39Q: 3 clusters Score -320155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -320161.125000 Penalty: 2686.921143
	Iteration 40F: 3 clusters Score -320161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -320180.750000 Penalty: 2686.921143
	Iteration 41Q: 3 clusters Score -320180.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -320213.343750 Penalty: 2686.921143
	Iteration 42Q: 3 clusters Score -320213.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -320256.656250 Penalty: 2686.921143
	Iteration 43Q: 3 clusters Score -320256.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -320314.187500 Penalty: 2686.921143
	Iteration 44Q: 3 clusters Score -320314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -320379.937500 Penalty: 2686.921143
	Iteration 45Q: 3 clusters Score -320379.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320450.062500 Penalty: 2686.921143
	Iteration 46Q: 3 clusters Score -320450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -320483.906250 Penalty: 2686.921143
	Iteration 47Q: 3 clusters Score -320483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -320488.687500 Penalty: 2686.921143
	Iteration 48Q: 3 clusters Score -320488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -320490.375000 Penalty: 2686.921143
	Iteration 49Q: 3 clusters Score -320490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -320490.375000 Penalty: 2686.921143
	Iteration 50F: 3 clusters Score -320490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160526 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79594 members 
Mstep: Class 18 contains 47235 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3115 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5613 members 
Mstep: Class 30 contains 780 members 
Entering Unmasked Estep 
Score: -76301976.000000 Penalty: 66812.335938
Splitting cluster 24 changes total score from -76302552.000000 to -76301976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (38146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Entering Unmasked Estep 
Score: -3351864.250000 Penalty: 1714.241089
	Iteration 0F: 2 clusters Score -3351864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3326241.750000 Penalty: 3428.482178
	Iteration 0F: 3 clusters Score -3326242 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3336166.750000 Penalty: 3428.482178
	Iteration 1F: 3 clusters Score -3336167 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3336664.250000 Penalty: 3428.482178
	Iteration 2Q: 3 clusters Score -3336664 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3337138.000000 Penalty: 3428.482178
	Iteration 3Q: 3 clusters Score -3337138 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3337673.500000 Penalty: 3428.482178
	Iteration 4Q: 3 clusters Score -3337674 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3338380.250000 Penalty: 3428.482178
	Iteration 5Q: 3 clusters Score -3338380 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3339346.500000 Penalty: 3428.482178
	Iteration 6Q: 3 clusters Score -3339346 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3340604.500000 Penalty: 3428.482178
	Iteration 7F: 3 clusters Score -3340604 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3342181.750000 Penalty: 3428.482178
	Iteration 8F: 3 clusters Score -3342182 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3343759.750000 Penalty: 3428.482178
	Iteration 9F: 3 clusters Score -3343760 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3344988.250000 Penalty: 3428.482178
	Iteration 10F: 3 clusters Score -3344988 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3345723.000000 Penalty: 3428.482178
	Iteration 11Q: 3 clusters Score -3345723 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3346157.500000 Penalty: 3428.482178
	Iteration 12Q: 3 clusters Score -3346158 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3346394.250000 Penalty: 3428.482178
	Iteration 13Q: 3 clusters Score -3346394 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3346578.250000 Penalty: 3428.482178
	Iteration 14Q: 3 clusters Score -3346578 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3346733.250000 Penalty: 3428.482178
	Iteration 15Q: 3 clusters Score -3346733 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3346839.750000 Penalty: 3428.482178
	Iteration 16Q: 3 clusters Score -3346840 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3346953.250000 Penalty: 3428.482178
	Iteration 17Q: 3 clusters Score -3346953 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3347033.750000 Penalty: 3428.482178
	Iteration 18Q: 3 clusters Score -3347034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3347146.000000 Penalty: 3428.482178
	Iteration 19Q: 3 clusters Score -3347146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3347249.000000 Penalty: 3428.482178
	Iteration 20F: 3 clusters Score -3347249 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3347340.000000 Penalty: 3428.482178
	Iteration 21Q: 3 clusters Score -3347340 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3347452.250000 Penalty: 3428.482178
	Iteration 22Q: 3 clusters Score -3347452 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3347546.250000 Penalty: 3428.482178
	Iteration 23Q: 3 clusters Score -3347546 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3347625.750000 Penalty: 3428.482178
	Iteration 24Q: 3 clusters Score -3347626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3347708.250000 Penalty: 3428.482178
	Iteration 25Q: 3 clusters Score -3347708 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3347814.500000 Penalty: 3428.482178
	Iteration 26Q: 3 clusters Score -3347814 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3347924.500000 Penalty: 3428.482178
	Iteration 27Q: 3 clusters Score -3347924 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3348018.000000 Penalty: 3428.482178
	Iteration 28Q: 3 clusters Score -3348018 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3348148.750000 Penalty: 3428.482178
	Iteration 29Q: 3 clusters Score -3348149 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3348254.250000 Penalty: 3428.482178
	Iteration 30Q: 3 clusters Score -3348254 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3348387.750000 Penalty: 3428.482178
	Iteration 31Q: 3 clusters Score -3348388 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3348511.000000 Penalty: 3428.482178
	Iteration 32Q: 3 clusters Score -3348511 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3348617.000000 Penalty: 3428.482178
	Iteration 33Q: 3 clusters Score -3348617 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -3348738.250000 Penalty: 3428.482178
	Iteration 34Q: 3 clusters Score -3348738 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3348884.250000 Penalty: 3428.482178
	Iteration 35Q: 3 clusters Score -3348884 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3349031.750000 Penalty: 3428.482178
	Iteration 36Q: 3 clusters Score -3349032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3349141.750000 Penalty: 3428.482178
	Iteration 37Q: 3 clusters Score -3349142 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3349233.000000 Penalty: 3428.482178
	Iteration 38Q: 3 clusters Score -3349233 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3349331.250000 Penalty: 3428.482178
	Iteration 39Q: 3 clusters Score -3349331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -3349407.250000 Penalty: 3428.482178
	Iteration 40F: 3 clusters Score -3349407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -3349498.500000 Penalty: 3428.482178
	Iteration 41Q: 3 clusters Score -3349498 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3349579.000000 Penalty: 3428.482178
	Iteration 42Q: 3 clusters Score -3349579 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -3349649.750000 Penalty: 3428.482178
	Iteration 43Q: 3 clusters Score -3349650 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -3349699.000000 Penalty: 3428.482178
	Iteration 44Q: 3 clusters Score -3349699 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3349762.250000 Penalty: 3428.482178
	Iteration 45Q: 3 clusters Score -3349762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -3349814.000000 Penalty: 3428.482178
	Iteration 46Q: 3 clusters Score -3349814 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3349869.000000 Penalty: 3428.482178
	Iteration 47Q: 3 clusters Score -3349869 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -3349930.500000 Penalty: 3428.482178
	Iteration 48Q: 3 clusters Score -3349930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3349972.250000 Penalty: 3428.482178
	Iteration 49Q: 3 clusters Score -3349972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -3350027.500000 Penalty: 3428.482178
	Iteration 50Q: 3 clusters Score -3350028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -3350062.750000 Penalty: 3428.482178
	Iteration 51Q: 3 clusters Score -3350063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3350100.000000 Penalty: 3428.482178
	Iteration 52Q: 3 clusters Score -3350100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -3350126.500000 Penalty: 3428.482178
	Iteration 53Q: 3 clusters Score -3350126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -3350160.750000 Penalty: 3428.482178
	Iteration 54Q: 3 clusters Score -3350161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -3350183.000000 Penalty: 3428.482178
	Iteration 55Q: 3 clusters Score -3350183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -3350217.250000 Penalty: 3428.482178
	Iteration 56Q: 3 clusters Score -3350217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3350235.750000 Penalty: 3428.482178
	Iteration 57Q: 3 clusters Score -3350236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -3350251.000000 Penalty: 3428.482178
	Iteration 58Q: 3 clusters Score -3350251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3350274.250000 Penalty: 3428.482178
	Iteration 59Q: 3 clusters Score -3350274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -3350277.250000 Penalty: 3428.482178
	Iteration 60F: 3 clusters Score -3350277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -3350293.500000 Penalty: 3428.482178
	Iteration 61Q: 3 clusters Score -3350294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3350308.750000 Penalty: 3428.482178
	Iteration 62Q: 3 clusters Score -3350309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -3350308.000000 Penalty: 3428.482178
	Iteration 63Q: 3 clusters Score -3350308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3350313.500000 Penalty: 3428.482178
	Iteration 64Q: 3 clusters Score -3350314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3350316.750000 Penalty: 3428.482178
	Iteration 65Q: 3 clusters Score -3350317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -3350317.250000 Penalty: 3428.482178
	Iteration 66Q: 3 clusters Score -3350317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3350316.250000 Penalty: 3428.482178
	Iteration 67Q: 3 clusters Score -3350316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -3350322.500000 Penalty: 3428.482178
	Iteration 68Q: 3 clusters Score -3350322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -3350325.500000 Penalty: 3428.482178
	Iteration 69Q: 3 clusters Score -3350326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -3350325.000000 Penalty: 3428.482178
	Iteration 70Q: 3 clusters Score -3350325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3350330.500000 Penalty: 3428.482178
	Iteration 71Q: 3 clusters Score -3350330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -3350331.750000 Penalty: 3428.482178
	Iteration 72Q: 3 clusters Score -3350332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3350341.500000 Penalty: 3428.482178
	Iteration 73Q: 3 clusters Score -3350342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -3350348.750000 Penalty: 3428.482178
	Iteration 74Q: 3 clusters Score -3350349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3350353.000000 Penalty: 3428.482178
	Iteration 75Q: 3 clusters Score -3350353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -3350359.500000 Penalty: 3428.482178
	Iteration 76Q: 3 clusters Score -3350360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -3350367.500000 Penalty: 3428.482178
	Iteration 77Q: 3 clusters Score -3350368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -3350370.250000 Penalty: 3428.482178
	Iteration 78Q: 3 clusters Score -3350370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -3350375.750000 Penalty: 3428.482178
	Iteration 79Q: 3 clusters Score -3350376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -3350373.250000 Penalty: 3428.482178
	Iteration 80F: 3 clusters Score -3350373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3350377.000000 Penalty: 3428.482178
	Iteration 81Q: 3 clusters Score -3350377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3350375.250000 Penalty: 3428.482178
	Iteration 82Q: 3 clusters Score -3350375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3350375.500000 Penalty: 3428.482178
	Iteration 83Q: 3 clusters Score -3350376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -3350386.750000 Penalty: 3428.482178
	Iteration 84Q: 3 clusters Score -3350387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -3350384.750000 Penalty: 3428.482178
	Iteration 85Q: 3 clusters Score -3350385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3350385.750000 Penalty: 3428.482178
	Iteration 86Q: 3 clusters Score -3350386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3350384.000000 Penalty: 3428.482178
	Iteration 87Q: 3 clusters Score -3350384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -3350385.750000 Penalty: 3428.482178
	Iteration 88Q: 3 clusters Score -3350386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3350385.750000 Penalty: 3428.482178
	Iteration 89Q: 3 clusters Score -3350386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3350387.250000 Penalty: 3428.482178
	Iteration 90Q: 3 clusters Score -3350387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3350387.250000 Penalty: 3428.482178
	Iteration 91F: 3 clusters Score -3350387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -127857.585938 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -127857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -125910.296875 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -125910.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126610.492188 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -126610.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126917.539062 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -126917.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127152.359375 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -127152.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127340.085938 Penalty: 2460.058838
	Iteration 4F: 3 clusters Score -127340.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127492.953125 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -127493 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127618.882812 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -127618.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127705.281250 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -127705.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127753.351562 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -127753.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127780.859375 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -127780.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -127793.781250 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -127793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127800.976562 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -127801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127804.390625 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -127804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127805.812500 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -127805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127806.234375 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -127806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127806.515625 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -127806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127806.968750 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -127807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127807.335938 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -127807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127807.335938 Penalty: 2460.058838
	Iteration 18F: 3 clusters Score -127807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -123202.304688 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -123202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121335.929688 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -121335.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -121710.468750 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -121710.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -121864.828125 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -121864.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -121984.601562 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -121984.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -122112.546875 Penalty: 2400.401611
	Iteration 4F: 3 clusters Score -122112.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -122231.687500 Penalty: 2400.401611
	Iteration 5F: 3 clusters Score -122231.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -122295.929688 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -122295.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -122343.835938 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -122343.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122385.273438 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -122385.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122441.742188 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -122441.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -122492.273438 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -122492.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -122551.664062 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -122551.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122650.195312 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -122650.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -122790.562500 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -122790.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -122906.585938 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -122906.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122960.039062 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -122960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -122989.210938 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -122989.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -123013.859375 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -123013.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -123032.843750 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -123032.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123042.398438 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -123042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123047.484375 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -123047.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123051.664062 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -123051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -123052.437500 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -123052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123053.609375 Penalty: 2400.401611
	Iteration 23Q: 3 clusters Score -123053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123054.171875 Penalty: 2400.401611
	Iteration 24Q: 3 clusters Score -123054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123054.171875 Penalty: 2400.401611
	Iteration 25F: 3 clusters Score -123054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -84318.960938 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -84318.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82845.679688 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -82845.68 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -83223.132812 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -83223.13 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83385.515625 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -83385.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83518.453125 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -83518.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83641.671875 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -83641.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83762.976562 Penalty: 2276.291504
	Iteration 5F: 3 clusters Score -83762.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83867.375000 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -83867.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -83973.664062 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -83973.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84048.273438 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -84048.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84090.460938 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -84090.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84120.367188 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -84120.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84140.750000 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -84140.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -84153.406250 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -84153.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84165.500000 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -84165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -84169.718750 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -84169.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -84173.343750 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -84173.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84176.695312 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -84176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -84179.578125 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -84179.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -84179.578125 Penalty: 2276.291504
	Iteration 18F: 3 clusters Score -84179.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -438141.750000 Penalty: 1402.836548
	Iteration 0F: 2 clusters Score -438141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -433785.500000 Penalty: 2805.673096
	Iteration 0F: 3 clusters Score -433785.5 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -434969.062500 Penalty: 2805.673096
	Iteration 1F: 3 clusters Score -434969.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -435182.218750 Penalty: 2805.673096
	Iteration 2F: 3 clusters Score -435182.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -435388.156250 Penalty: 2805.673096
	Iteration 3F: 3 clusters Score -435388.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -435565.875000 Penalty: 2805.673096
	Iteration 4F: 3 clusters Score -435565.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -435730.281250 Penalty: 2805.673096
	Iteration 5Q: 3 clusters Score -435730.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -435904.156250 Penalty: 2805.673096
	Iteration 6Q: 3 clusters Score -435904.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -436063.781250 Penalty: 2805.673096
	Iteration 7Q: 3 clusters Score -436063.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -436236.906250 Penalty: 2805.673096
	Iteration 8Q: 3 clusters Score -436236.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -436393.250000 Penalty: 2805.673096
	Iteration 9Q: 3 clusters Score -436393.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -436561.968750 Penalty: 2805.673096
	Iteration 10Q: 3 clusters Score -436562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -436695.000000 Penalty: 2805.673096
	Iteration 11Q: 3 clusters Score -436695 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -436814.156250 Penalty: 2805.673096
	Iteration 12Q: 3 clusters Score -436814.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436883.968750 Penalty: 2805.673096
	Iteration 13Q: 3 clusters Score -436884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -436927.218750 Penalty: 2805.673096
	Iteration 14Q: 3 clusters Score -436927.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -436953.250000 Penalty: 2805.673096
	Iteration 15Q: 3 clusters Score -436953.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -436986.218750 Penalty: 2805.673096
	Iteration 16Q: 3 clusters Score -436986.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -437014.562500 Penalty: 2805.673096
	Iteration 17Q: 3 clusters Score -437014.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -437036.625000 Penalty: 2805.673096
	Iteration 18Q: 3 clusters Score -437036.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -437055.625000 Penalty: 2805.673096
	Iteration 19Q: 3 clusters Score -437055.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -437072.625000 Penalty: 2805.673096
	Iteration 20F: 3 clusters Score -437072.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437090.500000 Penalty: 2805.673096
	Iteration 21Q: 3 clusters Score -437090.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -437100.718750 Penalty: 2805.673096
	Iteration 22Q: 3 clusters Score -437100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -437108.531250 Penalty: 2805.673096
	Iteration 23Q: 3 clusters Score -437108.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -437113.375000 Penalty: 2805.673096
	Iteration 24Q: 3 clusters Score -437113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -437117.812500 Penalty: 2805.673096
	Iteration 25Q: 3 clusters Score -437117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -437119.375000 Penalty: 2805.673096
	Iteration 26Q: 3 clusters Score -437119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -437122.218750 Penalty: 2805.673096
	Iteration 27Q: 3 clusters Score -437122.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -437124.375000 Penalty: 2805.673096
	Iteration 28Q: 3 clusters Score -437124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437127.093750 Penalty: 2805.673096
	Iteration 29Q: 3 clusters Score -437127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -437129.843750 Penalty: 2805.673096
	Iteration 30Q: 3 clusters Score -437129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -437133.781250 Penalty: 2805.673096
	Iteration 31Q: 3 clusters Score -437133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -437137.312500 Penalty: 2805.673096
	Iteration 32Q: 3 clusters Score -437137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -437140.625000 Penalty: 2805.673096
	Iteration 33Q: 3 clusters Score -437140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -437144.437500 Penalty: 2805.673096
	Iteration 34Q: 3 clusters Score -437144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -437147.781250 Penalty: 2805.673096
	Iteration 35Q: 3 clusters Score -437147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -437148.968750 Penalty: 2805.673096
	Iteration 36Q: 3 clusters Score -437149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -437150.656250 Penalty: 2805.673096
	Iteration 37Q: 3 clusters Score -437150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -437152.656250 Penalty: 2805.673096
	Iteration 38Q: 3 clusters Score -437152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437153.031250 Penalty: 2805.673096
	Iteration 39Q: 3 clusters Score -437153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437153.218750 Penalty: 2805.673096
	Iteration 40F: 3 clusters Score -437153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437154.187500 Penalty: 2805.673096
	Iteration 41Q: 3 clusters Score -437154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -437154.531250 Penalty: 2805.673096
	Iteration 42Q: 3 clusters Score -437154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -437155.000000 Penalty: 2805.673096
	Iteration 43Q: 3 clusters Score -437155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -437155.187500 Penalty: 2805.673096
	Iteration 44Q: 3 clusters Score -437155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437154.750000 Penalty: 2805.673096
	Iteration 45Q: 3 clusters Score -437154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437154.750000 Penalty: 2805.673096
	Iteration 46F: 3 clusters Score -437154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 175029 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160526 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79594 members 
Mstep: Class 18 contains 47235 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11069 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302632.000000 Penalty: 64585.257812
Iteration 119Q: 30 clusters Score -7.630263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 82886 members 
Mstep: Class 6 contains 26663 members 
Mstep: Class 7 contains 175028 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160539 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28302 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79592 members 
Mstep: Class 18 contains 47226 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11066 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38142 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302600.000000 Penalty: 64585.257812
Iteration 120F: 30 clusters Score -7.63026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94600 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8932 members 
Mstep: Class 5 contains 82887 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160550 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28301 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79590 members 
Mstep: Class 18 contains 47215 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11064 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38135 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302592.000000 Penalty: 64585.257812
Iteration 121Q: 30 clusters Score -7.630259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94601 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21556 members 
Mstep: Class 12 contains 160560 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28301 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79591 members 
Mstep: Class 18 contains 47205 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11062 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38134 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302552.000000 Penalty: 64585.257812
Iteration 122Q: 30 clusters Score -7.630255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94597 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 82885 members 
Mstep: Class 6 contains 26668 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21557 members 
Mstep: Class 12 contains 160570 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79593 members 
Mstep: Class 18 contains 47197 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 11060 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38135 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302544.000000 Penalty: 64585.257812
Iteration 123Q: 30 clusters Score -7.630254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94596 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 82883 members 
Mstep: Class 6 contains 26672 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21558 members 
Mstep: Class 12 contains 160583 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79590 members 
Mstep: Class 18 contains 47185 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 11059 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 38137 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302512.000000 Penalty: 64585.257812
Iteration 124Q: 30 clusters Score -7.630251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 94592 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8932 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26676 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160597 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79589 members 
Mstep: Class 18 contains 47178 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38134 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302480.000000 Penalty: 64585.257812
Iteration 125Q: 30 clusters Score -7.630248e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 94591 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26683 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160603 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 47168 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 7067 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38136 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302512.000000 Penalty: 64585.257812
Iteration 126Q: 30 clusters Score -7.630251e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 94589 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26687 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160617 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 47152 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38132 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302488.000000 Penalty: 64585.257812
Iteration 127Q: 30 clusters Score -7.630249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 94586 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8937 members 
Mstep: Class 5 contains 82878 members 
Mstep: Class 6 contains 26687 members 
Mstep: Class 7 contains 175028 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160636 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 47131 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38132 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302488.000000 Penalty: 64585.257812
Iteration 128Q: 30 clusters Score -7.630249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94585 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26689 members 
Mstep: Class 7 contains 175027 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160650 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 47116 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38127 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302584.000000 Penalty: 64585.257812
Iteration 129Q: 30 clusters Score -7.630258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94582 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26692 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160668 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 47106 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11060 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38127 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302528.000000 Penalty: 64585.257812
Iteration 130Q: 30 clusters Score -7.630253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94580 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 82878 members 
Mstep: Class 6 contains 26693 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 160682 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79589 members 
Mstep: Class 18 contains 47100 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11059 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38120 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302552.000000 Penalty: 64585.257812
Iteration 131Q: 30 clusters Score -7.630255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94578 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8933 members 
Mstep: Class 5 contains 82877 members 
Mstep: Class 6 contains 26692 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 160692 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79591 members 
Mstep: Class 18 contains 47096 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11058 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38119 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302536.000000 Penalty: 64585.257812
Iteration 132Q: 30 clusters Score -7.630254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 94575 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26693 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 160700 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79596 members 
Mstep: Class 18 contains 47089 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38119 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302528.000000 Penalty: 64585.257812
Iteration 133Q: 30 clusters Score -7.630253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 94573 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8921 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26696 members 
Mstep: Class 7 contains 175023 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 160711 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12129 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79599 members 
Mstep: Class 18 contains 47075 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38128 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302488.000000 Penalty: 64585.257812
Iteration 134Q: 30 clusters Score -7.630249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94569 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26697 members 
Mstep: Class 7 contains 175024 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 160729 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 79603 members 
Mstep: Class 18 contains 47063 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38130 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302480.000000 Penalty: 64585.257812
Iteration 135Q: 30 clusters Score -7.630248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 94567 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26699 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21561 members 
Mstep: Class 12 contains 160738 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79607 members 
Mstep: Class 18 contains 47054 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38128 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302456.000000 Penalty: 64585.257812
Iteration 136Q: 30 clusters Score -7.630246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94564 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 160747 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79607 members 
Mstep: Class 18 contains 47050 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38124 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302472.000000 Penalty: 64585.257812
Iteration 137Q: 30 clusters Score -7.630247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94563 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 160755 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79607 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38120 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302440.000000 Penalty: 64585.257812
Iteration 138Q: 30 clusters Score -7.630244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94564 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 160755 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79611 members 
Mstep: Class 18 contains 47041 members 
Mstep: Class 19 contains 7289 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38116 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 139Q: 30 clusters Score -7.630243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94563 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160758 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79613 members 
Mstep: Class 18 contains 47037 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38117 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302456.000000 Penalty: 64585.257812
Iteration 140F: 30 clusters Score -7.630246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94562 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160761 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79617 members 
Mstep: Class 18 contains 47034 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38117 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302448.000000 Penalty: 64585.257812
Iteration 141Q: 30 clusters Score -7.630245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94561 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 82878 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160765 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79619 members 
Mstep: Class 18 contains 47031 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38118 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302456.000000 Penalty: 64585.257812
Iteration 142Q: 30 clusters Score -7.630246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94560 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 82879 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175027 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160770 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79622 members 
Mstep: Class 18 contains 47028 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38115 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302464.000000 Penalty: 64585.257812
Iteration 143Q: 30 clusters Score -7.630246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94558 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8904 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160774 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79623 members 
Mstep: Class 18 contains 47026 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38116 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302448.000000 Penalty: 64585.257812
Iteration 144Q: 30 clusters Score -7.630245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94554 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160778 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79626 members 
Mstep: Class 18 contains 47024 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38115 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302424.000000 Penalty: 64585.257812
Iteration 145Q: 30 clusters Score -7.630242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94552 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82881 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 175025 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160783 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79629 members 
Mstep: Class 18 contains 47019 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38114 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302472.000000 Penalty: 64585.257812
Iteration 146Q: 30 clusters Score -7.630247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94550 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82882 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160790 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79629 members 
Mstep: Class 18 contains 47016 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38112 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302464.000000 Penalty: 64585.257812
Iteration 147Q: 30 clusters Score -7.630246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94550 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82882 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160794 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79628 members 
Mstep: Class 18 contains 47013 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38110 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 148Q: 30 clusters Score -7.630243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94550 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82881 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160800 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79628 members 
Mstep: Class 18 contains 47012 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18117 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38107 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302448.000000 Penalty: 64585.257812
Iteration 149Q: 30 clusters Score -7.630245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94549 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82881 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160804 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 47011 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18119 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38105 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302472.000000 Penalty: 64585.257812
Iteration 150Q: 30 clusters Score -7.630247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94547 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160808 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302432.000000 Penalty: 64585.257812
Iteration 151Q: 30 clusters Score -7.630243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302440.000000 Penalty: 64585.257812
Iteration 152Q: 30 clusters Score -7.630244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76302440.000000 Penalty: 64585.257812
Iteration 153F: 30 clusters Score -7.630244e+07 nChanged 0
Entering ConstructFrom: 
Score: -76302440.000000 Penalty: 64585.257812
Entering ConstructFrom: 
Trying to split cluster 1 (11990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Entering Unmasked Estep 
Score: -1054781.250000 Penalty: 1526.172119
	Iteration 0F: 2 clusters Score -1054781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1046347.062500 Penalty: 3052.344238
	Iteration 0F: 3 clusters Score -1046347 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1049239.625000 Penalty: 3052.344238
	Iteration 1F: 3 clusters Score -1049240 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1049567.750000 Penalty: 3052.344238
	Iteration 2F: 3 clusters Score -1049568 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1049950.250000 Penalty: 3052.344238
	Iteration 3F: 3 clusters Score -1049950 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1050441.625000 Penalty: 3052.344238
	Iteration 4F: 3 clusters Score -1050442 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1051043.375000 Penalty: 3052.344238
	Iteration 5F: 3 clusters Score -1051043 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1051642.250000 Penalty: 3052.344238
	Iteration 6F: 3 clusters Score -1051642 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1052139.750000 Penalty: 3052.344238
	Iteration 7F: 3 clusters Score -1052140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1052564.625000 Penalty: 3052.344238
	Iteration 8Q: 3 clusters Score -1052565 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1052934.875000 Penalty: 3052.344238
	Iteration 9Q: 3 clusters Score -1052935 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1053216.250000 Penalty: 3052.344238
	Iteration 10Q: 3 clusters Score -1053216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1053380.625000 Penalty: 3052.344238
	Iteration 11Q: 3 clusters Score -1053381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1053465.125000 Penalty: 3052.344238
	Iteration 12Q: 3 clusters Score -1053465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1053512.000000 Penalty: 3052.344238
	Iteration 13Q: 3 clusters Score -1053512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1053533.125000 Penalty: 3052.344238
	Iteration 14Q: 3 clusters Score -1053533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1053549.750000 Penalty: 3052.344238
	Iteration 15Q: 3 clusters Score -1053550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1053558.250000 Penalty: 3052.344238
	Iteration 16Q: 3 clusters Score -1053558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1053568.625000 Penalty: 3052.344238
	Iteration 17Q: 3 clusters Score -1053569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1053571.250000 Penalty: 3052.344238
	Iteration 18Q: 3 clusters Score -1053571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1053570.500000 Penalty: 3052.344238
	Iteration 19Q: 3 clusters Score -1053570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1053573.000000 Penalty: 3052.344238
	Iteration 20F: 3 clusters Score -1053573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1053575.000000 Penalty: 3052.344238
	Iteration 21Q: 3 clusters Score -1053575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1053574.625000 Penalty: 3052.344238
	Iteration 22Q: 3 clusters Score -1053575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1053577.000000 Penalty: 3052.344238
	Iteration 23Q: 3 clusters Score -1053577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1053578.500000 Penalty: 3052.344238
	Iteration 24Q: 3 clusters Score -1053578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1053583.125000 Penalty: 3052.344238
	Iteration 25Q: 3 clusters Score -1053583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1053585.625000 Penalty: 3052.344238
	Iteration 26Q: 3 clusters Score -1053586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1053586.625000 Penalty: 3052.344238
	Iteration 27Q: 3 clusters Score -1053587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1053588.625000 Penalty: 3052.344238
	Iteration 28Q: 3 clusters Score -1053589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1053591.125000 Penalty: 3052.344238
	Iteration 29Q: 3 clusters Score -1053591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1053594.125000 Penalty: 3052.344238
	Iteration 30Q: 3 clusters Score -1053594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1053593.125000 Penalty: 3052.344238
	Iteration 31Q: 3 clusters Score -1053593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1053594.250000 Penalty: 3052.344238
	Iteration 32Q: 3 clusters Score -1053594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1053593.125000 Penalty: 3052.344238
	Iteration 33Q: 3 clusters Score -1053593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1053593.125000 Penalty: 3052.344238
	Iteration 34F: 3 clusters Score -1053593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Entering Unmasked Estep 
Score: -8485813.000000 Penalty: 1861.736694
	Iteration 0F: 2 clusters Score -8485813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -8422555.000000 Penalty: 3723.473389
	Iteration 0F: 3 clusters Score -8422555 nChanged 45019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8448547.000000 Penalty: 3723.473389
	Iteration 1F: 3 clusters Score -8448547 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8449004.000000 Penalty: 3723.473389
	Iteration 2Q: 3 clusters Score -8449004 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8449483.000000 Penalty: 3723.473389
	Iteration 3Q: 3 clusters Score -8449483 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8450146.000000 Penalty: 3723.473389
	Iteration 4Q: 3 clusters Score -8450146 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8450894.000000 Penalty: 3723.473389
	Iteration 5Q: 3 clusters Score -8450894 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -8452447.000000 Penalty: 3723.473389
	Iteration 6Q: 3 clusters Score -8452447 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -8455363.000000 Penalty: 3723.473389
	Iteration 7F: 3 clusters Score -8455363 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -8460230.000000 Penalty: 3723.473389
	Iteration 8F: 3 clusters Score -8460230 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -8467446.000000 Penalty: 3723.473389
	Iteration 9F: 3 clusters Score -8467446 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -8475392.000000 Penalty: 3723.473389
	Iteration 10F: 3 clusters Score -8475392 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8480684.000000 Penalty: 3723.473389
	Iteration 11F: 3 clusters Score -8480684 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8483010.000000 Penalty: 3723.473389
	Iteration 12Q: 3 clusters Score -8483010 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8483740.000000 Penalty: 3723.473389
	Iteration 13Q: 3 clusters Score -8483740 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8483998.000000 Penalty: 3723.473389
	Iteration 14Q: 3 clusters Score -8483998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8484103.000000 Penalty: 3723.473389
	Iteration 15Q: 3 clusters Score -8484103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8484162.000000 Penalty: 3723.473389
	Iteration 16Q: 3 clusters Score -8484162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8484189.000000 Penalty: 3723.473389
	Iteration 17Q: 3 clusters Score -8484189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8484203.000000 Penalty: 3723.473389
	Iteration 18Q: 3 clusters Score -8484203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8484219.000000 Penalty: 3723.473389
	Iteration 19Q: 3 clusters Score -8484219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8484227.000000 Penalty: 3723.473389
	Iteration 20F: 3 clusters Score -8484227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8484244.000000 Penalty: 3723.473389
	Iteration 21Q: 3 clusters Score -8484244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8484251.000000 Penalty: 3723.473389
	Iteration 22Q: 3 clusters Score -8484251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8484256.000000 Penalty: 3723.473389
	Iteration 23Q: 3 clusters Score -8484256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8484255.000000 Penalty: 3723.473389
	Iteration 24Q: 3 clusters Score -8484255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8484255.000000 Penalty: 3723.473389
	Iteration 25F: 3 clusters Score -8484255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -154014.906250 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -154014.9 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 929 members 
Entering Unmasked Estep 
Score: -152014.843750 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -152014.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152503.750000 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -152503.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -152702.062500 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -152702.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -152852.671875 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -152852.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -152965.562500 Penalty: 2445.131348
	Iteration 4F: 3 clusters Score -152965.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -153045.750000 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -153045.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -153125.843750 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -153125.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -153193.140625 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -153193.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -153245.250000 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -153245.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -153304.609375 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -153304.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -153339.796875 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -153339.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -153361.281250 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -153361.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -153371.812500 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -153371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -153375.437500 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -153375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -153386.187500 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -153386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -153392.984375 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -153393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -153400.234375 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -153400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -153403.859375 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -153403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -153405.531250 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -153405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -153405.531250 Penalty: 2445.131348
	Iteration 19F: 3 clusters Score -153405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -776951.187500 Penalty: 1477.798340
	Iteration 0F: 2 clusters Score -776951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -770434.250000 Penalty: 2955.596680
	Iteration 0F: 3 clusters Score -770434.2 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -772568.125000 Penalty: 2955.596680
	Iteration 1F: 3 clusters Score -772568.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -772911.812500 Penalty: 2955.596680
	Iteration 2F: 3 clusters Score -772911.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -773268.500000 Penalty: 2955.596680
	Iteration 3F: 3 clusters Score -773268.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -773627.375000 Penalty: 2955.596680
	Iteration 4F: 3 clusters Score -773627.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -773984.375000 Penalty: 2955.596680
	Iteration 5F: 3 clusters Score -773984.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -774365.562500 Penalty: 2955.596680
	Iteration 6F: 3 clusters Score -774365.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -774749.500000 Penalty: 2955.596680
	Iteration 7F: 3 clusters Score -774749.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -775095.250000 Penalty: 2955.596680
	Iteration 8Q: 3 clusters Score -775095.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -775359.125000 Penalty: 2955.596680
	Iteration 9Q: 3 clusters Score -775359.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -775527.937500 Penalty: 2955.596680
	Iteration 10Q: 3 clusters Score -775527.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -775632.375000 Penalty: 2955.596680
	Iteration 11Q: 3 clusters Score -775632.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -775702.500000 Penalty: 2955.596680
	Iteration 12Q: 3 clusters Score -775702.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -775736.187500 Penalty: 2955.596680
	Iteration 13Q: 3 clusters Score -775736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -775762.437500 Penalty: 2955.596680
	Iteration 14Q: 3 clusters Score -775762.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -775789.125000 Penalty: 2955.596680
	Iteration 15Q: 3 clusters Score -775789.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -775822.312500 Penalty: 2955.596680
	Iteration 16Q: 3 clusters Score -775822.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -775847.000000 Penalty: 2955.596680
	Iteration 17Q: 3 clusters Score -775847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -775866.375000 Penalty: 2955.596680
	Iteration 18Q: 3 clusters Score -775866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -775875.312500 Penalty: 2955.596680
	Iteration 19Q: 3 clusters Score -775875.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -775883.812500 Penalty: 2955.596680
	Iteration 20F: 3 clusters Score -775883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -775886.312500 Penalty: 2955.596680
	Iteration 21Q: 3 clusters Score -775886.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -775892.562500 Penalty: 2955.596680
	Iteration 22Q: 3 clusters Score -775892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -775899.625000 Penalty: 2955.596680
	Iteration 23Q: 3 clusters Score -775899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -775904.250000 Penalty: 2955.596680
	Iteration 24Q: 3 clusters Score -775904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -775907.562500 Penalty: 2955.596680
	Iteration 25Q: 3 clusters Score -775907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -775907.937500 Penalty: 2955.596680
	Iteration 26Q: 3 clusters Score -775907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -775912.000000 Penalty: 2955.596680
	Iteration 27Q: 3 clusters Score -775912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -775918.625000 Penalty: 2955.596680
	Iteration 28Q: 3 clusters Score -775918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -775921.312500 Penalty: 2955.596680
	Iteration 29Q: 3 clusters Score -775921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -775921.437500 Penalty: 2955.596680
	Iteration 30Q: 3 clusters Score -775921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -775922.437500 Penalty: 2955.596680
	Iteration 31Q: 3 clusters Score -775922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -775923.375000 Penalty: 2955.596680
	Iteration 32Q: 3 clusters Score -775923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -775927.062500 Penalty: 2955.596680
	Iteration 33Q: 3 clusters Score -775927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -775929.312500 Penalty: 2955.596680
	Iteration 34Q: 3 clusters Score -775929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -775929.312500 Penalty: 2955.596680
	Iteration 35F: 3 clusters Score -775929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Entering Unmasked Estep 
Score: -7272062.500000 Penalty: 1840.336792
	Iteration 0F: 2 clusters Score -7272062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7216646.000000 Penalty: 3680.673584
	Iteration 0F: 3 clusters Score -7216646 nChanged 39302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7239359.000000 Penalty: 3680.673584
	Iteration 1F: 3 clusters Score -7239359 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7240131.500000 Penalty: 3680.673584
	Iteration 2Q: 3 clusters Score -7240132 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7241247.000000 Penalty: 3680.673584
	Iteration 3Q: 3 clusters Score -7241247 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -7243102.000000 Penalty: 3680.673584
	Iteration 4Q: 3 clusters Score -7243102 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7245894.500000 Penalty: 3680.673584
	Iteration 5F: 3 clusters Score -7245894 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -7250046.000000 Penalty: 3680.673584
	Iteration 6F: 3 clusters Score -7250046 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -7254867.500000 Penalty: 3680.673584
	Iteration 7F: 3 clusters Score -7254868 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -7259379.000000 Penalty: 3680.673584
	Iteration 8F: 3 clusters Score -7259379 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -7262840.500000 Penalty: 3680.673584
	Iteration 9Q: 3 clusters Score -7262840 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -7265106.500000 Penalty: 3680.673584
	Iteration 10Q: 3 clusters Score -7265106 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -7266562.500000 Penalty: 3680.673584
	Iteration 11Q: 3 clusters Score -7266562 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -7267528.500000 Penalty: 3680.673584
	Iteration 12Q: 3 clusters Score -7267528 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7268315.500000 Penalty: 3680.673584
	Iteration 13Q: 3 clusters Score -7268316 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7268870.000000 Penalty: 3680.673584
	Iteration 14Q: 3 clusters Score -7268870 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7269282.500000 Penalty: 3680.673584
	Iteration 15Q: 3 clusters Score -7269282 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7269591.000000 Penalty: 3680.673584
	Iteration 16Q: 3 clusters Score -7269591 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7269808.500000 Penalty: 3680.673584
	Iteration 17Q: 3 clusters Score -7269808 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7269993.500000 Penalty: 3680.673584
	Iteration 18Q: 3 clusters Score -7269994 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7270097.000000 Penalty: 3680.673584
	Iteration 19Q: 3 clusters Score -7270097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7270191.000000 Penalty: 3680.673584
	Iteration 20F: 3 clusters Score -7270191 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7270246.500000 Penalty: 3680.673584
	Iteration 21Q: 3 clusters Score -7270246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7270283.500000 Penalty: 3680.673584
	Iteration 22Q: 3 clusters Score -7270284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7270319.500000 Penalty: 3680.673584
	Iteration 23Q: 3 clusters Score -7270320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7270354.500000 Penalty: 3680.673584
	Iteration 24Q: 3 clusters Score -7270354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7270396.500000 Penalty: 3680.673584
	Iteration 25Q: 3 clusters Score -7270396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7270409.500000 Penalty: 3680.673584
	Iteration 26Q: 3 clusters Score -7270410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7270433.500000 Penalty: 3680.673584
	Iteration 27Q: 3 clusters Score -7270434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7270449.500000 Penalty: 3680.673584
	Iteration 28Q: 3 clusters Score -7270450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7270473.000000 Penalty: 3680.673584
	Iteration 29Q: 3 clusters Score -7270473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7270485.000000 Penalty: 3680.673584
	Iteration 30Q: 3 clusters Score -7270485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7270487.000000 Penalty: 3680.673584
	Iteration 31Q: 3 clusters Score -7270487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7270488.000000 Penalty: 3680.673584
	Iteration 32Q: 3 clusters Score -7270488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7270500.500000 Penalty: 3680.673584
	Iteration 33Q: 3 clusters Score -7270500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7270499.000000 Penalty: 3680.673584
	Iteration 34Q: 3 clusters Score -7270499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7270499.000000 Penalty: 3680.673584
	Iteration 35Q: 3 clusters Score -7270499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7270494.000000 Penalty: 3680.673584
	Iteration 36Q: 3 clusters Score -7270494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7270502.000000 Penalty: 3680.673584
	Iteration 37Q: 3 clusters Score -7270502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7270512.000000 Penalty: 3680.673584
	Iteration 38Q: 3 clusters Score -7270512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7270509.000000 Penalty: 3680.673584
	Iteration 39Q: 3 clusters Score -7270509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7270510.500000 Penalty: 3680.673584
	Iteration 40F: 3 clusters Score -7270510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7270507.500000 Penalty: 3680.673584
	Iteration 41Q: 3 clusters Score -7270508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7270507.500000 Penalty: 3680.673584
	Iteration 42F: 3 clusters Score -7270508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Entering Unmasked Estep 
Score: -2096000.750000 Penalty: 1656.280151
	Iteration 0F: 2 clusters Score -2096001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2077985.625000 Penalty: 3312.560303
	Iteration 0F: 3 clusters Score -2077986 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2085203.125000 Penalty: 3312.560303
	Iteration 1F: 3 clusters Score -2085203 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2085904.250000 Penalty: 3312.560303
	Iteration 2F: 3 clusters Score -2085904 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2086639.375000 Penalty: 3312.560303
	Iteration 3F: 3 clusters Score -2086639 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2087420.875000 Penalty: 3312.560303
	Iteration 4F: 3 clusters Score -2087421 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2088250.750000 Penalty: 3312.560303
	Iteration 5F: 3 clusters Score -2088251 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2089140.250000 Penalty: 3312.560303
	Iteration 6F: 3 clusters Score -2089140 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2090124.500000 Penalty: 3312.560303
	Iteration 7F: 3 clusters Score -2090124 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2091046.625000 Penalty: 3312.560303
	Iteration 8Q: 3 clusters Score -2091047 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2091842.875000 Penalty: 3312.560303
	Iteration 9Q: 3 clusters Score -2091843 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2092425.125000 Penalty: 3312.560303
	Iteration 10Q: 3 clusters Score -2092425 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2092774.500000 Penalty: 3312.560303
	Iteration 11Q: 3 clusters Score -2092774 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2093024.625000 Penalty: 3312.560303
	Iteration 12Q: 3 clusters Score -2093025 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2093242.125000 Penalty: 3312.560303
	Iteration 13Q: 3 clusters Score -2093242 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2093445.875000 Penalty: 3312.560303
	Iteration 14Q: 3 clusters Score -2093446 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2093617.625000 Penalty: 3312.560303
	Iteration 15Q: 3 clusters Score -2093618 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2093772.125000 Penalty: 3312.560303
	Iteration 16Q: 3 clusters Score -2093772 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2093934.000000 Penalty: 3312.560303
	Iteration 17Q: 3 clusters Score -2093934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2094073.750000 Penalty: 3312.560303
	Iteration 18Q: 3 clusters Score -2094074 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2094199.000000 Penalty: 3312.560303
	Iteration 19Q: 3 clusters Score -2094199 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2094296.625000 Penalty: 3312.560303
	Iteration 20F: 3 clusters Score -2094297 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2094374.250000 Penalty: 3312.560303
	Iteration 21Q: 3 clusters Score -2094374 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2094431.375000 Penalty: 3312.560303
	Iteration 22Q: 3 clusters Score -2094431 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2094504.375000 Penalty: 3312.560303
	Iteration 23Q: 3 clusters Score -2094504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2094548.875000 Penalty: 3312.560303
	Iteration 24Q: 3 clusters Score -2094549 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2094595.500000 Penalty: 3312.560303
	Iteration 25Q: 3 clusters Score -2094596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2094641.250000 Penalty: 3312.560303
	Iteration 26Q: 3 clusters Score -2094641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2094673.375000 Penalty: 3312.560303
	Iteration 27Q: 3 clusters Score -2094673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2094683.750000 Penalty: 3312.560303
	Iteration 28Q: 3 clusters Score -2094684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2094696.875000 Penalty: 3312.560303
	Iteration 29Q: 3 clusters Score -2094697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2094705.125000 Penalty: 3312.560303
	Iteration 30Q: 3 clusters Score -2094705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2094720.500000 Penalty: 3312.560303
	Iteration 31Q: 3 clusters Score -2094720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2094729.000000 Penalty: 3312.560303
	Iteration 32Q: 3 clusters Score -2094729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2094740.750000 Penalty: 3312.560303
	Iteration 33Q: 3 clusters Score -2094741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2094750.250000 Penalty: 3312.560303
	Iteration 34Q: 3 clusters Score -2094750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2094753.125000 Penalty: 3312.560303
	Iteration 35Q: 3 clusters Score -2094753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2094763.000000 Penalty: 3312.560303
	Iteration 36Q: 3 clusters Score -2094763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2094770.125000 Penalty: 3312.560303
	Iteration 37Q: 3 clusters Score -2094770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2094768.625000 Penalty: 3312.560303
	Iteration 38Q: 3 clusters Score -2094769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2094774.750000 Penalty: 3312.560303
	Iteration 39Q: 3 clusters Score -2094775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2094780.875000 Penalty: 3312.560303
	Iteration 40F: 3 clusters Score -2094781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2094779.750000 Penalty: 3312.560303
	Iteration 41Q: 3 clusters Score -2094780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2094781.125000 Penalty: 3312.560303
	Iteration 42Q: 3 clusters Score -2094781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2094787.375000 Penalty: 3312.560303
	Iteration 43Q: 3 clusters Score -2094787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2094790.000000 Penalty: 3312.560303
	Iteration 44Q: 3 clusters Score -2094790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2094797.125000 Penalty: 3312.560303
	Iteration 45Q: 3 clusters Score -2094797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2094808.125000 Penalty: 3312.560303
	Iteration 46Q: 3 clusters Score -2094808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2094815.375000 Penalty: 3312.560303
	Iteration 47Q: 3 clusters Score -2094815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2094811.750000 Penalty: 3312.560303
	Iteration 48Q: 3 clusters Score -2094812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2094816.375000 Penalty: 3312.560303
	Iteration 49Q: 3 clusters Score -2094816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2094819.750000 Penalty: 3312.560303
	Iteration 50Q: 3 clusters Score -2094820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2094819.125000 Penalty: 3312.560303
	Iteration 51Q: 3 clusters Score -2094819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2094820.625000 Penalty: 3312.560303
	Iteration 52Q: 3 clusters Score -2094821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2094821.250000 Penalty: 3312.560303
	Iteration 53Q: 3 clusters Score -2094821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2094829.625000 Penalty: 3312.560303
	Iteration 54Q: 3 clusters Score -2094830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2094831.125000 Penalty: 3312.560303
	Iteration 55Q: 3 clusters Score -2094831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2094836.250000 Penalty: 3312.560303
	Iteration 56Q: 3 clusters Score -2094836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2094835.500000 Penalty: 3312.560303
	Iteration 57Q: 3 clusters Score -2094836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2094842.625000 Penalty: 3312.560303
	Iteration 58Q: 3 clusters Score -2094843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2094842.375000 Penalty: 3312.560303
	Iteration 59Q: 3 clusters Score -2094842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2094852.750000 Penalty: 3312.560303
	Iteration 60F: 3 clusters Score -2094853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2094853.375000 Penalty: 3312.560303
	Iteration 61Q: 3 clusters Score -2094853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2094858.000000 Penalty: 3312.560303
	Iteration 62Q: 3 clusters Score -2094858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2094859.500000 Penalty: 3312.560303
	Iteration 63Q: 3 clusters Score -2094860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2094865.375000 Penalty: 3312.560303
	Iteration 64Q: 3 clusters Score -2094865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2094866.625000 Penalty: 3312.560303
	Iteration 65Q: 3 clusters Score -2094867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2094868.500000 Penalty: 3312.560303
	Iteration 66Q: 3 clusters Score -2094868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2094870.875000 Penalty: 3312.560303
	Iteration 67Q: 3 clusters Score -2094871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2094876.500000 Penalty: 3312.560303
	Iteration 68Q: 3 clusters Score -2094876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2094877.625000 Penalty: 3312.560303
	Iteration 69Q: 3 clusters Score -2094878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2094877.250000 Penalty: 3312.560303
	Iteration 70Q: 3 clusters Score -2094877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2094876.375000 Penalty: 3312.560303
	Iteration 71Q: 3 clusters Score -2094876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2094879.625000 Penalty: 3312.560303
	Iteration 72Q: 3 clusters Score -2094880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2094878.875000 Penalty: 3312.560303
	Iteration 73Q: 3 clusters Score -2094879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2094882.375000 Penalty: 3312.560303
	Iteration 74Q: 3 clusters Score -2094882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2094880.750000 Penalty: 3312.560303
	Iteration 75Q: 3 clusters Score -2094881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2094880.875000 Penalty: 3312.560303
	Iteration 76Q: 3 clusters Score -2094881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2094880.500000 Penalty: 3312.560303
	Iteration 77Q: 3 clusters Score -2094880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2094879.625000 Penalty: 3312.560303
	Iteration 78Q: 3 clusters Score -2094880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2094879.625000 Penalty: 3312.560303
	Iteration 79F: 3 clusters Score -2094880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Entering Unmasked Estep 
Score: -15925981.000000 Penalty: 1961.812134
	Iteration 0F: 2 clusters Score -1.592598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -15808357.000000 Penalty: 3923.624268
	Iteration 0F: 3 clusters Score -1.580836e+07 nChanged 84979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -15858593.000000 Penalty: 3923.624268
	Iteration 1F: 3 clusters Score -1.585859e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -15860036.000000 Penalty: 3923.624268
	Iteration 2Q: 3 clusters Score -1.586004e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -15862158.000000 Penalty: 3923.624268
	Iteration 3Q: 3 clusters Score -1.586216e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -15865651.000000 Penalty: 3923.624268
	Iteration 4Q: 3 clusters Score -1.586565e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -15871485.000000 Penalty: 3923.624268
	Iteration 5F: 3 clusters Score -1.587148e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -15880130.000000 Penalty: 3923.624268
	Iteration 6F: 3 clusters Score -1.588013e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -15890901.000000 Penalty: 3923.624268
	Iteration 7F: 3 clusters Score -1.58909e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -15901272.000000 Penalty: 3923.624268
	Iteration 8F: 3 clusters Score -1.590127e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -15909435.000000 Penalty: 3923.624268
	Iteration 9F: 3 clusters Score -1.590944e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -15914896.000000 Penalty: 3923.624268
	Iteration 10Q: 3 clusters Score -1.59149e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 165612 members 
Entering Unmasked Estep 
Score: -15918503.000000 Penalty: 3923.624268
	Iteration 11Q: 3 clusters Score -1.59185e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -15920751.000000 Penalty: 3923.624268
	Iteration 12Q: 3 clusters Score -1.592075e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -15922242.000000 Penalty: 3923.624268
	Iteration 13Q: 3 clusters Score -1.592224e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -15923036.000000 Penalty: 3923.624268
	Iteration 14Q: 3 clusters Score -1.592304e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -15923448.000000 Penalty: 3923.624268
	Iteration 15Q: 3 clusters Score -1.592345e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -15923737.000000 Penalty: 3923.624268
	Iteration 16Q: 3 clusters Score -1.592374e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -15923926.000000 Penalty: 3923.624268
	Iteration 17Q: 3 clusters Score -1.592393e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -15924035.000000 Penalty: 3923.624268
	Iteration 18Q: 3 clusters Score -1.592404e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 173144 members 
Entering Unmasked Estep 
Score: -15924099.000000 Penalty: 3923.624268
	Iteration 19Q: 3 clusters Score -1.59241e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -15924172.000000 Penalty: 3923.624268
	Iteration 20F: 3 clusters Score -1.592417e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -15924209.000000 Penalty: 3923.624268
	Iteration 21Q: 3 clusters Score -1.592421e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -15924233.000000 Penalty: 3923.624268
	Iteration 22Q: 3 clusters Score -1.592423e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -15924235.000000 Penalty: 3923.624268
	Iteration 23Q: 3 clusters Score -1.592424e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -15924265.000000 Penalty: 3923.624268
	Iteration 24Q: 3 clusters Score -1.592426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -15924266.000000 Penalty: 3923.624268
	Iteration 25Q: 3 clusters Score -1.592427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 173686 members 
Entering Unmasked Estep 
Score: -15924275.000000 Penalty: 3923.624268
	Iteration 26Q: 3 clusters Score -1.592428e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 173721 members 
Entering Unmasked Estep 
Score: -15924298.000000 Penalty: 3923.624268
	Iteration 27Q: 3 clusters Score -1.59243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -15924305.000000 Penalty: 3923.624268
	Iteration 28Q: 3 clusters Score -1.59243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 173774 members 
Entering Unmasked Estep 
Score: -15924316.000000 Penalty: 3923.624268
	Iteration 29Q: 3 clusters Score -1.592432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 173796 members 
Entering Unmasked Estep 
Score: -15924333.000000 Penalty: 3923.624268
	Iteration 30Q: 3 clusters Score -1.592433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -15924339.000000 Penalty: 3923.624268
	Iteration 31Q: 3 clusters Score -1.592434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 173827 members 
Entering Unmasked Estep 
Score: -15924368.000000 Penalty: 3923.624268
	Iteration 32Q: 3 clusters Score -1.592437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -15924365.000000 Penalty: 3923.624268
	Iteration 33Q: 3 clusters Score -1.592436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -15924368.000000 Penalty: 3923.624268
	Iteration 34Q: 3 clusters Score -1.592437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -15924377.000000 Penalty: 3923.624268
	Iteration 35Q: 3 clusters Score -1.592438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 173852 members 
Entering Unmasked Estep 
Score: -15924371.000000 Penalty: 3923.624268
	Iteration 36Q: 3 clusters Score -1.592437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -15924375.000000 Penalty: 3923.624268
	Iteration 37Q: 3 clusters Score -1.592438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -15924385.000000 Penalty: 3923.624268
	Iteration 38Q: 3 clusters Score -1.592438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -15924391.000000 Penalty: 3923.624268
	Iteration 39Q: 3 clusters Score -1.592439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 173879 members 
Entering Unmasked Estep 
Score: -15924391.000000 Penalty: 3923.624268
	Iteration 40F: 3 clusters Score -1.592439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 173882 members 
Entering Unmasked Estep 
Score: -15924398.000000 Penalty: 3923.624268
	Iteration 41Q: 3 clusters Score -1.59244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -15924397.000000 Penalty: 3923.624268
	Iteration 42Q: 3 clusters Score -1.59244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 173888 members 
Entering Unmasked Estep 
Score: -15924400.000000 Penalty: 3923.624268
	Iteration 43Q: 3 clusters Score -1.59244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -15924392.000000 Penalty: 3923.624268
	Iteration 44Q: 3 clusters Score -1.592439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -15924403.000000 Penalty: 3923.624268
	Iteration 45Q: 3 clusters Score -1.59244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 173894 members 
Entering Unmasked Estep 
Score: -15924398.000000 Penalty: 3923.624268
	Iteration 46Q: 3 clusters Score -1.59244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 173898 members 
Entering Unmasked Estep 
Score: -15924395.000000 Penalty: 3923.624268
	Iteration 47Q: 3 clusters Score -1.59244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -15924401.000000 Penalty: 3923.624268
	Iteration 48Q: 3 clusters Score -1.59244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 173903 members 
Entering Unmasked Estep 
Score: -15924397.000000 Penalty: 3923.624268
	Iteration 49Q: 3 clusters Score -1.59244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -15924395.000000 Penalty: 3923.624268
	Iteration 50Q: 3 clusters Score -1.59244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 173907 members 
Entering Unmasked Estep 
Score: -15924392.000000 Penalty: 3923.624268
	Iteration 51Q: 3 clusters Score -1.592439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -15924393.000000 Penalty: 3923.624268
	Iteration 52Q: 3 clusters Score -1.592439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -15924393.000000 Penalty: 3923.624268
	Iteration 53F: 3 clusters Score -1.592439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -972639.750000 Penalty: 1522.151733
	Iteration 0F: 2 clusters Score -972639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -964297.625000 Penalty: 3044.303467
	Iteration 0F: 3 clusters Score -964297.6 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -967229.062500 Penalty: 3044.303467
	Iteration 1F: 3 clusters Score -967229.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -967694.062500 Penalty: 3044.303467
	Iteration 2F: 3 clusters Score -967694.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -968162.500000 Penalty: 3044.303467
	Iteration 3F: 3 clusters Score -968162.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -968701.875000 Penalty: 3044.303467
	Iteration 4F: 3 clusters Score -968701.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -969226.750000 Penalty: 3044.303467
	Iteration 5F: 3 clusters Score -969226.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -969712.625000 Penalty: 3044.303467
	Iteration 6F: 3 clusters Score -969712.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -970107.062500 Penalty: 3044.303467
	Iteration 7F: 3 clusters Score -970107.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -970455.875000 Penalty: 3044.303467
	Iteration 8Q: 3 clusters Score -970455.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -970710.062500 Penalty: 3044.303467
	Iteration 9Q: 3 clusters Score -970710.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -970861.437500 Penalty: 3044.303467
	Iteration 10Q: 3 clusters Score -970861.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -970974.687500 Penalty: 3044.303467
	Iteration 11Q: 3 clusters Score -970974.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -971049.125000 Penalty: 3044.303467
	Iteration 12Q: 3 clusters Score -971049.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -971115.187500 Penalty: 3044.303467
	Iteration 13Q: 3 clusters Score -971115.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -971170.312500 Penalty: 3044.303467
	Iteration 14Q: 3 clusters Score -971170.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -971224.812500 Penalty: 3044.303467
	Iteration 15Q: 3 clusters Score -971224.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -971269.812500 Penalty: 3044.303467
	Iteration 16Q: 3 clusters Score -971269.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -971301.000000 Penalty: 3044.303467
	Iteration 17Q: 3 clusters Score -971301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -971346.187500 Penalty: 3044.303467
	Iteration 18Q: 3 clusters Score -971346.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -971382.875000 Penalty: 3044.303467
	Iteration 19Q: 3 clusters Score -971382.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -971414.750000 Penalty: 3044.303467
	Iteration 20F: 3 clusters Score -971414.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -971441.375000 Penalty: 3044.303467
	Iteration 21Q: 3 clusters Score -971441.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -971459.687500 Penalty: 3044.303467
	Iteration 22Q: 3 clusters Score -971459.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -971476.750000 Penalty: 3044.303467
	Iteration 23Q: 3 clusters Score -971476.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -971498.687500 Penalty: 3044.303467
	Iteration 24Q: 3 clusters Score -971498.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -971519.687500 Penalty: 3044.303467
	Iteration 25Q: 3 clusters Score -971519.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -971542.062500 Penalty: 3044.303467
	Iteration 26Q: 3 clusters Score -971542.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -971564.875000 Penalty: 3044.303467
	Iteration 27Q: 3 clusters Score -971564.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -971585.312500 Penalty: 3044.303467
	Iteration 28Q: 3 clusters Score -971585.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -971609.187500 Penalty: 3044.303467
	Iteration 29Q: 3 clusters Score -971609.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -971631.875000 Penalty: 3044.303467
	Iteration 30Q: 3 clusters Score -971631.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -971655.812500 Penalty: 3044.303467
	Iteration 31Q: 3 clusters Score -971655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -971683.125000 Penalty: 3044.303467
	Iteration 32Q: 3 clusters Score -971683.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -971706.937500 Penalty: 3044.303467
	Iteration 33Q: 3 clusters Score -971706.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -971720.625000 Penalty: 3044.303467
	Iteration 34Q: 3 clusters Score -971720.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -971732.812500 Penalty: 3044.303467
	Iteration 35Q: 3 clusters Score -971732.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -971745.812500 Penalty: 3044.303467
	Iteration 36Q: 3 clusters Score -971745.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -971755.625000 Penalty: 3044.303467
	Iteration 37Q: 3 clusters Score -971755.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -971776.312500 Penalty: 3044.303467
	Iteration 38Q: 3 clusters Score -971776.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -971805.250000 Penalty: 3044.303467
	Iteration 39Q: 3 clusters Score -971805.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -971833.062500 Penalty: 3044.303467
	Iteration 40F: 3 clusters Score -971833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -971855.062500 Penalty: 3044.303467
	Iteration 41Q: 3 clusters Score -971855.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -971876.500000 Penalty: 3044.303467
	Iteration 42Q: 3 clusters Score -971876.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -971892.437500 Penalty: 3044.303467
	Iteration 43Q: 3 clusters Score -971892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -971905.000000 Penalty: 3044.303467
	Iteration 44Q: 3 clusters Score -971905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -971911.312500 Penalty: 3044.303467
	Iteration 45Q: 3 clusters Score -971911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -971916.625000 Penalty: 3044.303467
	Iteration 46Q: 3 clusters Score -971916.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -971924.875000 Penalty: 3044.303467
	Iteration 47Q: 3 clusters Score -971924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -971930.562500 Penalty: 3044.303467
	Iteration 48Q: 3 clusters Score -971930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -971935.062500 Penalty: 3044.303467
	Iteration 49Q: 3 clusters Score -971935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -971936.562500 Penalty: 3044.303467
	Iteration 50Q: 3 clusters Score -971936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -971940.125000 Penalty: 3044.303467
	Iteration 51Q: 3 clusters Score -971940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -971940.250000 Penalty: 3044.303467
	Iteration 52Q: 3 clusters Score -971940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -971942.625000 Penalty: 3044.303467
	Iteration 53Q: 3 clusters Score -971942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -971942.750000 Penalty: 3044.303467
	Iteration 54Q: 3 clusters Score -971942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -971945.687500 Penalty: 3044.303467
	Iteration 55Q: 3 clusters Score -971945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -971944.875000 Penalty: 3044.303467
	Iteration 56Q: 3 clusters Score -971944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -971945.062500 Penalty: 3044.303467
	Iteration 57Q: 3 clusters Score -971945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -971945.062500 Penalty: 3044.303467
	Iteration 58F: 3 clusters Score -971945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Entering Unmasked Estep 
Score: -2683322.750000 Penalty: 1678.470459
	Iteration 0F: 2 clusters Score -2683323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2662655.000000 Penalty: 3356.940918
	Iteration 0F: 3 clusters Score -2662655 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2670254.000000 Penalty: 3356.940918
	Iteration 1F: 3 clusters Score -2670254 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2670587.250000 Penalty: 3356.940918
	Iteration 2Q: 3 clusters Score -2670587 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2670896.000000 Penalty: 3356.940918
	Iteration 3Q: 3 clusters Score -2670896 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2671185.750000 Penalty: 3356.940918
	Iteration 4Q: 3 clusters Score -2671186 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2671532.750000 Penalty: 3356.940918
	Iteration 5Q: 3 clusters Score -2671533 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2672024.250000 Penalty: 3356.940918
	Iteration 6Q: 3 clusters Score -2672024 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2672833.000000 Penalty: 3356.940918
	Iteration 7Q: 3 clusters Score -2672833 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2674085.250000 Penalty: 3356.940918
	Iteration 8F: 3 clusters Score -2674085 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2675865.000000 Penalty: 3356.940918
	Iteration 9F: 3 clusters Score -2675865 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2678015.500000 Penalty: 3356.940918
	Iteration 10F: 3 clusters Score -2678016 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -2679949.500000 Penalty: 3356.940918
	Iteration 11F: 3 clusters Score -2679950 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2681061.500000 Penalty: 3356.940918
	Iteration 12Q: 3 clusters Score -2681062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -2681503.750000 Penalty: 3356.940918
	Iteration 13Q: 3 clusters Score -2681504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -2681676.250000 Penalty: 3356.940918
	Iteration 14Q: 3 clusters Score -2681676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -2681745.750000 Penalty: 3356.940918
	Iteration 15Q: 3 clusters Score -2681746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -2681802.000000 Penalty: 3356.940918
	Iteration 16Q: 3 clusters Score -2681802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -2681834.500000 Penalty: 3356.940918
	Iteration 17Q: 3 clusters Score -2681834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -2681848.250000 Penalty: 3356.940918
	Iteration 18Q: 3 clusters Score -2681848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -2681852.750000 Penalty: 3356.940918
	Iteration 19Q: 3 clusters Score -2681853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -2681856.250000 Penalty: 3356.940918
	Iteration 20F: 3 clusters Score -2681856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -2681858.000000 Penalty: 3356.940918
	Iteration 21Q: 3 clusters Score -2681858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2681855.500000 Penalty: 3356.940918
	Iteration 22Q: 3 clusters Score -2681856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2681855.500000 Penalty: 3356.940918
	Iteration 23F: 3 clusters Score -2681856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -60518.707031 Penalty: 1106.648193
	Iteration 0F: 2 clusters Score -60518.71 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 483 members 
Entering Unmasked Estep 
Score: -59178.781250 Penalty: 2213.296387
	Iteration 0F: 3 clusters Score -59178.78 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59593.394531 Penalty: 2213.296387
	Iteration 1F: 3 clusters Score -59593.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59823.011719 Penalty: 2213.296387
	Iteration 2F: 3 clusters Score -59823.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59981.621094 Penalty: 2213.296387
	Iteration 3F: 3 clusters Score -59981.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60065.976562 Penalty: 2213.296387
	Iteration 4Q: 3 clusters Score -60065.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -60113.023438 Penalty: 2213.296387
	Iteration 5Q: 3 clusters Score -60113.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -60151.128906 Penalty: 2213.296387
	Iteration 6Q: 3 clusters Score -60151.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60203.019531 Penalty: 2213.296387
	Iteration 7Q: 3 clusters Score -60203.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60240.601562 Penalty: 2213.296387
	Iteration 8Q: 3 clusters Score -60240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60251.832031 Penalty: 2213.296387
	Iteration 9Q: 3 clusters Score -60251.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60257.289062 Penalty: 2213.296387
	Iteration 10Q: 3 clusters Score -60257.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60260.890625 Penalty: 2213.296387
	Iteration 11Q: 3 clusters Score -60260.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60261.496094 Penalty: 2213.296387
	Iteration 12Q: 3 clusters Score -60261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60261.496094 Penalty: 2213.296387
	Iteration 13F: 3 clusters Score -60261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Entering Unmasked Estep 
Score: -1907626.250000 Penalty: 1621.544312
	Iteration 0F: 2 clusters Score -1907626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1892921.750000 Penalty: 3243.088623
	Iteration 0F: 3 clusters Score -1892922 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1898424.000000 Penalty: 3243.088623
	Iteration 1F: 3 clusters Score -1898424 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1898960.000000 Penalty: 3243.088623
	Iteration 2F: 3 clusters Score -1898960 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1899583.125000 Penalty: 3243.088623
	Iteration 3F: 3 clusters Score -1899583 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1900302.875000 Penalty: 3243.088623
	Iteration 4F: 3 clusters Score -1900303 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1901178.750000 Penalty: 3243.088623
	Iteration 5F: 3 clusters Score -1901179 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1902024.125000 Penalty: 3243.088623
	Iteration 6F: 3 clusters Score -1902024 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1902739.500000 Penalty: 3243.088623
	Iteration 7F: 3 clusters Score -1902740 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1903248.375000 Penalty: 3243.088623
	Iteration 8Q: 3 clusters Score -1903248 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1903631.875000 Penalty: 3243.088623
	Iteration 9Q: 3 clusters Score -1903632 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1903870.750000 Penalty: 3243.088623
	Iteration 10Q: 3 clusters Score -1903871 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1904033.875000 Penalty: 3243.088623
	Iteration 11Q: 3 clusters Score -1904034 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1904149.000000 Penalty: 3243.088623
	Iteration 12Q: 3 clusters Score -1904149 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1904229.125000 Penalty: 3243.088623
	Iteration 13Q: 3 clusters Score -1904229 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1904297.875000 Penalty: 3243.088623
	Iteration 14Q: 3 clusters Score -1904298 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1904352.375000 Penalty: 3243.088623
	Iteration 15Q: 3 clusters Score -1904352 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1904390.625000 Penalty: 3243.088623
	Iteration 16Q: 3 clusters Score -1904391 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1904445.125000 Penalty: 3243.088623
	Iteration 17Q: 3 clusters Score -1904445 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1904499.250000 Penalty: 3243.088623
	Iteration 18Q: 3 clusters Score -1904499 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1904561.625000 Penalty: 3243.088623
	Iteration 19Q: 3 clusters Score -1904562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1904608.875000 Penalty: 3243.088623
	Iteration 20F: 3 clusters Score -1904609 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1904671.125000 Penalty: 3243.088623
	Iteration 21Q: 3 clusters Score -1904671 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1904725.375000 Penalty: 3243.088623
	Iteration 22Q: 3 clusters Score -1904725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1904776.750000 Penalty: 3243.088623
	Iteration 23Q: 3 clusters Score -1904777 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1904806.625000 Penalty: 3243.088623
	Iteration 24Q: 3 clusters Score -1904807 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1904853.625000 Penalty: 3243.088623
	Iteration 25Q: 3 clusters Score -1904854 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1904907.250000 Penalty: 3243.088623
	Iteration 26Q: 3 clusters Score -1904907 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1904980.500000 Penalty: 3243.088623
	Iteration 27Q: 3 clusters Score -1904980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1905040.000000 Penalty: 3243.088623
	Iteration 28Q: 3 clusters Score -1905040 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1905099.000000 Penalty: 3243.088623
	Iteration 29Q: 3 clusters Score -1905099 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1905152.750000 Penalty: 3243.088623
	Iteration 30Q: 3 clusters Score -1905153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1905217.000000 Penalty: 3243.088623
	Iteration 31Q: 3 clusters Score -1905217 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1905296.000000 Penalty: 3243.088623
	Iteration 32Q: 3 clusters Score -1905296 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1905392.000000 Penalty: 3243.088623
	Iteration 33Q: 3 clusters Score -1905392 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1905485.375000 Penalty: 3243.088623
	Iteration 34Q: 3 clusters Score -1905485 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1905600.125000 Penalty: 3243.088623
	Iteration 35Q: 3 clusters Score -1905600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1905717.875000 Penalty: 3243.088623
	Iteration 36Q: 3 clusters Score -1905718 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1905836.875000 Penalty: 3243.088623
	Iteration 37Q: 3 clusters Score -1905837 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1905965.125000 Penalty: 3243.088623
	Iteration 38Q: 3 clusters Score -1905965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1906091.875000 Penalty: 3243.088623
	Iteration 39Q: 3 clusters Score -1906092 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1906221.750000 Penalty: 3243.088623
	Iteration 40F: 3 clusters Score -1906222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1906354.000000 Penalty: 3243.088623
	Iteration 41Q: 3 clusters Score -1906354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1906453.750000 Penalty: 3243.088623
	Iteration 42Q: 3 clusters Score -1906454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1906533.250000 Penalty: 3243.088623
	Iteration 43Q: 3 clusters Score -1906533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1906580.625000 Penalty: 3243.088623
	Iteration 44Q: 3 clusters Score -1906581 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1906622.375000 Penalty: 3243.088623
	Iteration 45Q: 3 clusters Score -1906622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1906643.500000 Penalty: 3243.088623
	Iteration 46Q: 3 clusters Score -1906644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1906664.250000 Penalty: 3243.088623
	Iteration 47Q: 3 clusters Score -1906664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1906679.875000 Penalty: 3243.088623
	Iteration 48Q: 3 clusters Score -1906680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1906691.375000 Penalty: 3243.088623
	Iteration 49Q: 3 clusters Score -1906691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1906709.250000 Penalty: 3243.088623
	Iteration 50Q: 3 clusters Score -1906709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1906714.875000 Penalty: 3243.088623
	Iteration 51Q: 3 clusters Score -1906715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1906731.000000 Penalty: 3243.088623
	Iteration 52Q: 3 clusters Score -1906731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1906745.750000 Penalty: 3243.088623
	Iteration 53Q: 3 clusters Score -1906746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1906758.875000 Penalty: 3243.088623
	Iteration 54Q: 3 clusters Score -1906759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1906767.875000 Penalty: 3243.088623
	Iteration 55Q: 3 clusters Score -1906768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1906779.250000 Penalty: 3243.088623
	Iteration 56Q: 3 clusters Score -1906779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1906791.000000 Penalty: 3243.088623
	Iteration 57Q: 3 clusters Score -1906791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1906801.500000 Penalty: 3243.088623
	Iteration 58Q: 3 clusters Score -1906802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1906815.375000 Penalty: 3243.088623
	Iteration 59Q: 3 clusters Score -1906815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1906823.875000 Penalty: 3243.088623
	Iteration 60F: 3 clusters Score -1906824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1906834.375000 Penalty: 3243.088623
	Iteration 61Q: 3 clusters Score -1906834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1906845.500000 Penalty: 3243.088623
	Iteration 62Q: 3 clusters Score -1906846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1906852.750000 Penalty: 3243.088623
	Iteration 63Q: 3 clusters Score -1906853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1906866.875000 Penalty: 3243.088623
	Iteration 64Q: 3 clusters Score -1906867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1906872.500000 Penalty: 3243.088623
	Iteration 65Q: 3 clusters Score -1906872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1906874.250000 Penalty: 3243.088623
	Iteration 66Q: 3 clusters Score -1906874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1906881.750000 Penalty: 3243.088623
	Iteration 67Q: 3 clusters Score -1906882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1906881.625000 Penalty: 3243.088623
	Iteration 68Q: 3 clusters Score -1906882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1906885.750000 Penalty: 3243.088623
	Iteration 69Q: 3 clusters Score -1906886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1906886.500000 Penalty: 3243.088623
	Iteration 70Q: 3 clusters Score -1906886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1906885.625000 Penalty: 3243.088623
	Iteration 71Q: 3 clusters Score -1906886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1906891.750000 Penalty: 3243.088623
	Iteration 72Q: 3 clusters Score -1906892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1906893.750000 Penalty: 3243.088623
	Iteration 73Q: 3 clusters Score -1906894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1906893.250000 Penalty: 3243.088623
	Iteration 74Q: 3 clusters Score -1906893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1906895.250000 Penalty: 3243.088623
	Iteration 75Q: 3 clusters Score -1906895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1906903.625000 Penalty: 3243.088623
	Iteration 76Q: 3 clusters Score -1906904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1906910.250000 Penalty: 3243.088623
	Iteration 77Q: 3 clusters Score -1906910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1906921.125000 Penalty: 3243.088623
	Iteration 78Q: 3 clusters Score -1906921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1906922.250000 Penalty: 3243.088623
	Iteration 79Q: 3 clusters Score -1906922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1906924.250000 Penalty: 3243.088623
	Iteration 80F: 3 clusters Score -1906924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1906928.000000 Penalty: 3243.088623
	Iteration 81Q: 3 clusters Score -1906928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1906933.750000 Penalty: 3243.088623
	Iteration 82Q: 3 clusters Score -1906934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1906940.000000 Penalty: 3243.088623
	Iteration 83Q: 3 clusters Score -1906940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1906947.500000 Penalty: 3243.088623
	Iteration 84Q: 3 clusters Score -1906948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1906953.125000 Penalty: 3243.088623
	Iteration 85Q: 3 clusters Score -1906953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1906957.500000 Penalty: 3243.088623
	Iteration 86Q: 3 clusters Score -1906958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1906958.375000 Penalty: 3243.088623
	Iteration 87Q: 3 clusters Score -1906958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1906958.625000 Penalty: 3243.088623
	Iteration 88Q: 3 clusters Score -1906959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1906961.625000 Penalty: 3243.088623
	Iteration 89Q: 3 clusters Score -1906962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1906965.250000 Penalty: 3243.088623
	Iteration 90Q: 3 clusters Score -1906965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1906971.625000 Penalty: 3243.088623
	Iteration 91Q: 3 clusters Score -1906972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1906980.000000 Penalty: 3243.088623
	Iteration 92Q: 3 clusters Score -1906980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1906980.625000 Penalty: 3243.088623
	Iteration 93Q: 3 clusters Score -1906981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1906986.750000 Penalty: 3243.088623
	Iteration 94Q: 3 clusters Score -1906987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1906998.500000 Penalty: 3243.088623
	Iteration 95Q: 3 clusters Score -1906998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1907003.750000 Penalty: 3243.088623
	Iteration 96Q: 3 clusters Score -1907004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1907001.625000 Penalty: 3243.088623
	Iteration 97Q: 3 clusters Score -1907002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1907012.125000 Penalty: 3243.088623
	Iteration 98Q: 3 clusters Score -1907012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1907019.250000 Penalty: 3243.088623
	Iteration 99Q: 3 clusters Score -1907019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1907024.375000 Penalty: 3243.088623
	Iteration 100F: 3 clusters Score -1907024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1907024.500000 Penalty: 3243.088623
	Iteration 101Q: 3 clusters Score -1907024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1907028.750000 Penalty: 3243.088623
	Iteration 102Q: 3 clusters Score -1907029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1907028.250000 Penalty: 3243.088623
	Iteration 103Q: 3 clusters Score -1907028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1907030.500000 Penalty: 3243.088623
	Iteration 104Q: 3 clusters Score -1907030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1907032.375000 Penalty: 3243.088623
	Iteration 105Q: 3 clusters Score -1907032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1907031.625000 Penalty: 3243.088623
	Iteration 106Q: 3 clusters Score -1907032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1907033.875000 Penalty: 3243.088623
	Iteration 107Q: 3 clusters Score -1907034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1907033.750000 Penalty: 3243.088623
	Iteration 108Q: 3 clusters Score -1907034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1907034.750000 Penalty: 3243.088623
	Iteration 109Q: 3 clusters Score -1907035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1907035.250000 Penalty: 3243.088623
	Iteration 110Q: 3 clusters Score -1907035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1907034.125000 Penalty: 3243.088623
	Iteration 111Q: 3 clusters Score -1907034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1907037.000000 Penalty: 3243.088623
	Iteration 112Q: 3 clusters Score -1907037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1907035.875000 Penalty: 3243.088623
	Iteration 113Q: 3 clusters Score -1907036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1907035.000000 Penalty: 3243.088623
	Iteration 114Q: 3 clusters Score -1907035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1907035.000000 Penalty: 3243.088623
	Iteration 115F: 3 clusters Score -1907035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160809 members 
Entering Unmasked Estep 
Score: -14159526.000000 Penalty: 1948.045532
	Iteration 0F: 2 clusters Score -1.415953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -14051756.000000 Penalty: 3896.091064
	Iteration 0F: 3 clusters Score -1.405176e+07 nChanged 77736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -14098001.000000 Penalty: 3896.091064
	Iteration 1F: 3 clusters Score -1.4098e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -14099986.000000 Penalty: 3896.091064
	Iteration 2Q: 3 clusters Score -1.409999e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -14103284.000000 Penalty: 3896.091064
	Iteration 3Q: 3 clusters Score -1.410328e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -14108862.000000 Penalty: 3896.091064
	Iteration 4F: 3 clusters Score -1.410886e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -14117160.000000 Penalty: 3896.091064
	Iteration 5F: 3 clusters Score -1.411716e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -14127000.000000 Penalty: 3896.091064
	Iteration 6F: 3 clusters Score -1.4127e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -14136299.000000 Penalty: 3896.091064
	Iteration 7F: 3 clusters Score -1.41363e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -14143515.000000 Penalty: 3896.091064
	Iteration 8F: 3 clusters Score -1.414352e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -14147825.000000 Penalty: 3896.091064
	Iteration 9Q: 3 clusters Score -1.414782e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -14150074.000000 Penalty: 3896.091064
	Iteration 10Q: 3 clusters Score -1.415007e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140883 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -14151465.000000 Penalty: 3896.091064
	Iteration 11Q: 3 clusters Score -1.415146e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -14152617.000000 Penalty: 3896.091064
	Iteration 12Q: 3 clusters Score -1.415262e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -14153534.000000 Penalty: 3896.091064
	Iteration 13Q: 3 clusters Score -1.415353e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -14154322.000000 Penalty: 3896.091064
	Iteration 14Q: 3 clusters Score -1.415432e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -14154995.000000 Penalty: 3896.091064
	Iteration 15Q: 3 clusters Score -1.4155e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150888 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -14155637.000000 Penalty: 3896.091064
	Iteration 16Q: 3 clusters Score -1.415564e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152270 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -14156205.000000 Penalty: 3896.091064
	Iteration 17Q: 3 clusters Score -1.41562e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -14156727.000000 Penalty: 3896.091064
	Iteration 18Q: 3 clusters Score -1.415673e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -14157168.000000 Penalty: 3896.091064
	Iteration 19Q: 3 clusters Score -1.415717e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -14157486.000000 Penalty: 3896.091064
	Iteration 20F: 3 clusters Score -1.415749e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -14157720.000000 Penalty: 3896.091064
	Iteration 21Q: 3 clusters Score -1.415772e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -14158022.000000 Penalty: 3896.091064
	Iteration 22Q: 3 clusters Score -1.415802e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -14158289.000000 Penalty: 3896.091064
	Iteration 23Q: 3 clusters Score -1.415829e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -14158554.000000 Penalty: 3896.091064
	Iteration 24Q: 3 clusters Score -1.415855e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -14158707.000000 Penalty: 3896.091064
	Iteration 25Q: 3 clusters Score -1.415871e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -14158764.000000 Penalty: 3896.091064
	Iteration 26Q: 3 clusters Score -1.415876e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -14158825.000000 Penalty: 3896.091064
	Iteration 27Q: 3 clusters Score -1.415882e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -14158862.000000 Penalty: 3896.091064
	Iteration 28Q: 3 clusters Score -1.415886e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -14158900.000000 Penalty: 3896.091064
	Iteration 29Q: 3 clusters Score -1.41589e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14158914.000000 Penalty: 3896.091064
	Iteration 30Q: 3 clusters Score -1.415891e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14158914.000000 Penalty: 3896.091064
	Iteration 31Q: 3 clusters Score -1.415891e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14158925.000000 Penalty: 3896.091064
	Iteration 32Q: 3 clusters Score -1.415892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -14158933.000000 Penalty: 3896.091064
	Iteration 33Q: 3 clusters Score -1.415893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158158 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -14158948.000000 Penalty: 3896.091064
	Iteration 34Q: 3 clusters Score -1.415895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14158969.000000 Penalty: 3896.091064
	Iteration 35Q: 3 clusters Score -1.415897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -14158977.000000 Penalty: 3896.091064
	Iteration 36Q: 3 clusters Score -1.415898e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -14158982.000000 Penalty: 3896.091064
	Iteration 37Q: 3 clusters Score -1.415898e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -14158980.000000 Penalty: 3896.091064
	Iteration 38Q: 3 clusters Score -1.415898e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -14159013.000000 Penalty: 3896.091064
	Iteration 39Q: 3 clusters Score -1.415901e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -14159016.000000 Penalty: 3896.091064
	Iteration 40F: 3 clusters Score -1.415902e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14159066.000000 Penalty: 3896.091064
	Iteration 41Q: 3 clusters Score -1.415907e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -14159074.000000 Penalty: 3896.091064
	Iteration 42Q: 3 clusters Score -1.415907e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14159142.000000 Penalty: 3896.091064
	Iteration 43Q: 3 clusters Score -1.415914e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14159214.000000 Penalty: 3896.091064
	Iteration 44Q: 3 clusters Score -1.415921e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14159294.000000 Penalty: 3896.091064
	Iteration 45Q: 3 clusters Score -1.415929e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14159375.000000 Penalty: 3896.091064
	Iteration 46Q: 3 clusters Score -1.415938e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14159451.000000 Penalty: 3896.091064
	Iteration 47Q: 3 clusters Score -1.415945e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14159505.000000 Penalty: 3896.091064
	Iteration 48Q: 3 clusters Score -1.41595e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14159542.000000 Penalty: 3896.091064
	Iteration 49Q: 3 clusters Score -1.415954e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14159553.000000 Penalty: 3896.091064
	Iteration 50Q: 3 clusters Score -1.415955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -14159583.000000 Penalty: 3896.091064
	Iteration 51Q: 3 clusters Score -1.415958e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -14159592.000000 Penalty: 3896.091064
	Iteration 52Q: 3 clusters Score -1.415959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -14159581.000000 Penalty: 3896.091064
	Iteration 53Q: 3 clusters Score -1.415958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157915 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14159579.000000 Penalty: 3896.091064
	Iteration 54Q: 3 clusters Score -1.415958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -14159597.000000 Penalty: 3896.091064
	Iteration 55Q: 3 clusters Score -1.41596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157859 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -14159615.000000 Penalty: 3896.091064
	Iteration 56Q: 3 clusters Score -1.415962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14159602.000000 Penalty: 3896.091064
	Iteration 57Q: 3 clusters Score -1.41596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14159617.000000 Penalty: 3896.091064
	Iteration 58Q: 3 clusters Score -1.415962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -14159618.000000 Penalty: 3896.091064
	Iteration 59Q: 3 clusters Score -1.415962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -14159615.000000 Penalty: 3896.091064
	Iteration 60F: 3 clusters Score -1.415962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -14159645.000000 Penalty: 3896.091064
	Iteration 61Q: 3 clusters Score -1.415964e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -14159656.000000 Penalty: 3896.091064
	Iteration 62Q: 3 clusters Score -1.415966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14159665.000000 Penalty: 3896.091064
	Iteration 63Q: 3 clusters Score -1.415966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -14159651.000000 Penalty: 3896.091064
	Iteration 64Q: 3 clusters Score -1.415965e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14159673.000000 Penalty: 3896.091064
	Iteration 65Q: 3 clusters Score -1.415967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157620 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -14159668.000000 Penalty: 3896.091064
	Iteration 66Q: 3 clusters Score -1.415967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -14159662.000000 Penalty: 3896.091064
	Iteration 67Q: 3 clusters Score -1.415966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -14159658.000000 Penalty: 3896.091064
	Iteration 68Q: 3 clusters Score -1.415966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -14159657.000000 Penalty: 3896.091064
	Iteration 69Q: 3 clusters Score -1.415966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -14159672.000000 Penalty: 3896.091064
	Iteration 70Q: 3 clusters Score -1.415967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14159675.000000 Penalty: 3896.091064
	Iteration 71Q: 3 clusters Score -1.415968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -14159688.000000 Penalty: 3896.091064
	Iteration 72Q: 3 clusters Score -1.415969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -14159679.000000 Penalty: 3896.091064
	Iteration 73Q: 3 clusters Score -1.415968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -14159682.000000 Penalty: 3896.091064
	Iteration 74Q: 3 clusters Score -1.415968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -14159689.000000 Penalty: 3896.091064
	Iteration 75Q: 3 clusters Score -1.415969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -14159686.000000 Penalty: 3896.091064
	Iteration 76Q: 3 clusters Score -1.415969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -14159686.000000 Penalty: 3896.091064
	Iteration 77Q: 3 clusters Score -1.415969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14159695.000000 Penalty: 3896.091064
	Iteration 78Q: 3 clusters Score -1.41597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14159701.000000 Penalty: 3896.091064
	Iteration 79Q: 3 clusters Score -1.41597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -14159699.000000 Penalty: 3896.091064
	Iteration 80F: 3 clusters Score -1.41597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14159692.000000 Penalty: 3896.091064
	Iteration 81Q: 3 clusters Score -1.415969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14159702.000000 Penalty: 3896.091064
	Iteration 82Q: 3 clusters Score -1.41597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14159722.000000 Penalty: 3896.091064
	Iteration 83Q: 3 clusters Score -1.415972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -14159713.000000 Penalty: 3896.091064
	Iteration 84Q: 3 clusters Score -1.415971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14159712.000000 Penalty: 3896.091064
	Iteration 85Q: 3 clusters Score -1.415971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14159708.000000 Penalty: 3896.091064
	Iteration 86Q: 3 clusters Score -1.415971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14159721.000000 Penalty: 3896.091064
	Iteration 87Q: 3 clusters Score -1.415972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14159712.000000 Penalty: 3896.091064
	Iteration 88Q: 3 clusters Score -1.415971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14159702.000000 Penalty: 3896.091064
	Iteration 89Q: 3 clusters Score -1.41597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14159707.000000 Penalty: 3896.091064
	Iteration 90Q: 3 clusters Score -1.415971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -14159694.000000 Penalty: 3896.091064
	Iteration 91Q: 3 clusters Score -1.415969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -14159691.000000 Penalty: 3896.091064
	Iteration 92Q: 3 clusters Score -1.415969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157441 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -14159700.000000 Penalty: 3896.091064
	Iteration 93Q: 3 clusters Score -1.41597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14159691.000000 Penalty: 3896.091064
	Iteration 94Q: 3 clusters Score -1.415969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14159696.000000 Penalty: 3896.091064
	Iteration 95Q: 3 clusters Score -1.41597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -14159706.000000 Penalty: 3896.091064
	Iteration 96Q: 3 clusters Score -1.415971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -14159701.000000 Penalty: 3896.091064
	Iteration 97Q: 3 clusters Score -1.41597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -14159694.000000 Penalty: 3896.091064
	Iteration 98Q: 3 clusters Score -1.415969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -14159698.000000 Penalty: 3896.091064
	Iteration 99Q: 3 clusters Score -1.41597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157403 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14159709.000000 Penalty: 3896.091064
	Iteration 100F: 3 clusters Score -1.415971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -14159708.000000 Penalty: 3896.091064
	Iteration 101Q: 3 clusters Score -1.415971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -14159691.000000 Penalty: 3896.091064
	Iteration 102Q: 3 clusters Score -1.415969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -14159701.000000 Penalty: 3896.091064
	Iteration 103Q: 3 clusters Score -1.41597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -14159705.000000 Penalty: 3896.091064
	Iteration 104Q: 3 clusters Score -1.41597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -14159706.000000 Penalty: 3896.091064
	Iteration 105Q: 3 clusters Score -1.415971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -14159702.000000 Penalty: 3896.091064
	Iteration 106Q: 3 clusters Score -1.41597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -14159697.000000 Penalty: 3896.091064
	Iteration 107Q: 3 clusters Score -1.41597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -14159697.000000 Penalty: 3896.091064
	Iteration 108Q: 3 clusters Score -1.41597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -14159699.000000 Penalty: 3896.091064
	Iteration 109Q: 3 clusters Score -1.41597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -14159691.000000 Penalty: 3896.091064
	Iteration 110Q: 3 clusters Score -1.415969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -14159690.000000 Penalty: 3896.091064
	Iteration 111Q: 3 clusters Score -1.415969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -14159699.000000 Penalty: 3896.091064
	Iteration 112Q: 3 clusters Score -1.41597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14159721.000000 Penalty: 3896.091064
	Iteration 113Q: 3 clusters Score -1.415972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14159715.000000 Penalty: 3896.091064
	Iteration 114Q: 3 clusters Score -1.415972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -14159703.000000 Penalty: 3896.091064
	Iteration 115Q: 3 clusters Score -1.41597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -14159706.000000 Penalty: 3896.091064
	Iteration 116Q: 3 clusters Score -1.415971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -14159714.000000 Penalty: 3896.091064
	Iteration 117Q: 3 clusters Score -1.415971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -14159704.000000 Penalty: 3896.091064
	Iteration 118Q: 3 clusters Score -1.41597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14159712.000000 Penalty: 3896.091064
	Iteration 119Q: 3 clusters Score -1.415971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14159723.000000 Penalty: 3896.091064
	Iteration 120F: 3 clusters Score -1.415972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14159725.000000 Penalty: 3896.091064
	Iteration 121Q: 3 clusters Score -1.415972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14159725.000000 Penalty: 3896.091064
	Iteration 122F: 3 clusters Score -1.415972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 157293 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 3516 members 
Entering Unmasked Estep 
Score: -76302376.000000 Penalty: 66812.335938
Splitting cluster 12 changes total score from -76302440.000000 to -76302376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -178720.328125 Penalty: 1246.444702
	Iteration 0F: 2 clusters Score -178720.3 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 1053 members 
Entering Unmasked Estep 
Score: -176561.250000 Penalty: 2492.889404
	Iteration 0F: 3 clusters Score -176561.2 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -177182.640625 Penalty: 2492.889404
	Iteration 1F: 3 clusters Score -177182.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177415.390625 Penalty: 2492.889404
	Iteration 2F: 3 clusters Score -177415.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -177570.875000 Penalty: 2492.889404
	Iteration 3F: 3 clusters Score -177570.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -177729.515625 Penalty: 2492.889404
	Iteration 4F: 3 clusters Score -177729.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -177827.953125 Penalty: 2492.889404
	Iteration 5F: 3 clusters Score -177828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -177895.687500 Penalty: 2492.889404
	Iteration 6Q: 3 clusters Score -177895.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -177928.531250 Penalty: 2492.889404
	Iteration 7Q: 3 clusters Score -177928.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -177946.125000 Penalty: 2492.889404
	Iteration 8Q: 3 clusters Score -177946.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -177961.500000 Penalty: 2492.889404
	Iteration 9Q: 3 clusters Score -177961.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -177969.609375 Penalty: 2492.889404
	Iteration 10Q: 3 clusters Score -177969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -177976.421875 Penalty: 2492.889404
	Iteration 11Q: 3 clusters Score -177976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -177979.562500 Penalty: 2492.889404
	Iteration 12Q: 3 clusters Score -177979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -177984.046875 Penalty: 2492.889404
	Iteration 13Q: 3 clusters Score -177984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -177990.015625 Penalty: 2492.889404
	Iteration 14Q: 3 clusters Score -177990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -177993.828125 Penalty: 2492.889404
	Iteration 15Q: 3 clusters Score -177993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -177998.203125 Penalty: 2492.889404
	Iteration 16Q: 3 clusters Score -177998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -178002.765625 Penalty: 2492.889404
	Iteration 17Q: 3 clusters Score -178002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -178005.718750 Penalty: 2492.889404
	Iteration 18Q: 3 clusters Score -178005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -178007.718750 Penalty: 2492.889404
	Iteration 19Q: 3 clusters Score -178007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -178007.718750 Penalty: 2492.889404
	Iteration 20F: 3 clusters Score -178007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Entering Unmasked Estep 
Score: -1044132.500000 Penalty: 1528.018311
	Iteration 0F: 2 clusters Score -1044132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1035575.187500 Penalty: 3056.036621
	Iteration 0F: 3 clusters Score -1035575 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1038739.437500 Penalty: 3056.036621
	Iteration 1F: 3 clusters Score -1038739 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1039325.250000 Penalty: 3056.036621
	Iteration 2F: 3 clusters Score -1039325 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1039952.250000 Penalty: 3056.036621
	Iteration 3F: 3 clusters Score -1039952 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1040475.125000 Penalty: 3056.036621
	Iteration 4F: 3 clusters Score -1040475 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1040891.875000 Penalty: 3056.036621
	Iteration 5F: 3 clusters Score -1040892 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1041198.625000 Penalty: 3056.036621
	Iteration 6Q: 3 clusters Score -1041199 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1041427.187500 Penalty: 3056.036621
	Iteration 7Q: 3 clusters Score -1041427 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1041617.625000 Penalty: 3056.036621
	Iteration 8Q: 3 clusters Score -1041618 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1041781.187500 Penalty: 3056.036621
	Iteration 9Q: 3 clusters Score -1041781 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1041937.062500 Penalty: 3056.036621
	Iteration 10Q: 3 clusters Score -1041937 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1042099.000000 Penalty: 3056.036621
	Iteration 11Q: 3 clusters Score -1042099 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1042255.187500 Penalty: 3056.036621
	Iteration 12Q: 3 clusters Score -1042255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1042388.875000 Penalty: 3056.036621
	Iteration 13Q: 3 clusters Score -1042389 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1042470.375000 Penalty: 3056.036621
	Iteration 14Q: 3 clusters Score -1042470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1042527.625000 Penalty: 3056.036621
	Iteration 15Q: 3 clusters Score -1042528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1042572.375000 Penalty: 3056.036621
	Iteration 16Q: 3 clusters Score -1042572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1042607.625000 Penalty: 3056.036621
	Iteration 17Q: 3 clusters Score -1042608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1042637.000000 Penalty: 3056.036621
	Iteration 18Q: 3 clusters Score -1042637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1042659.812500 Penalty: 3056.036621
	Iteration 19Q: 3 clusters Score -1042660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1042680.750000 Penalty: 3056.036621
	Iteration 20F: 3 clusters Score -1042681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1042695.562500 Penalty: 3056.036621
	Iteration 21Q: 3 clusters Score -1042696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1042719.625000 Penalty: 3056.036621
	Iteration 22Q: 3 clusters Score -1042720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1042745.562500 Penalty: 3056.036621
	Iteration 23Q: 3 clusters Score -1042746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1042777.500000 Penalty: 3056.036621
	Iteration 24Q: 3 clusters Score -1042778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1042800.625000 Penalty: 3056.036621
	Iteration 25Q: 3 clusters Score -1042801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1042818.000000 Penalty: 3056.036621
	Iteration 26Q: 3 clusters Score -1042818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1042828.875000 Penalty: 3056.036621
	Iteration 27Q: 3 clusters Score -1042829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1042834.187500 Penalty: 3056.036621
	Iteration 28Q: 3 clusters Score -1042834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1042844.250000 Penalty: 3056.036621
	Iteration 29Q: 3 clusters Score -1042844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1042849.812500 Penalty: 3056.036621
	Iteration 30Q: 3 clusters Score -1042850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1042850.437500 Penalty: 3056.036621
	Iteration 31Q: 3 clusters Score -1042850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1042853.000000 Penalty: 3056.036621
	Iteration 32Q: 3 clusters Score -1042853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1042855.375000 Penalty: 3056.036621
	Iteration 33Q: 3 clusters Score -1042855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1042854.750000 Penalty: 3056.036621
	Iteration 34Q: 3 clusters Score -1042855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1042854.750000 Penalty: 3056.036621
	Iteration 35F: 3 clusters Score -1042855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Entering Unmasked Estep 
Score: -2416965.750000 Penalty: 1665.725220
	Iteration 0F: 2 clusters Score -2416966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2397800.750000 Penalty: 3331.450439
	Iteration 0F: 3 clusters Score -2397801 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2404981.000000 Penalty: 3331.450439
	Iteration 1F: 3 clusters Score -2404981 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2405406.250000 Penalty: 3331.450439
	Iteration 2Q: 3 clusters Score -2405406 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2405860.250000 Penalty: 3331.450439
	Iteration 3Q: 3 clusters Score -2405860 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2406404.250000 Penalty: 3331.450439
	Iteration 4Q: 3 clusters Score -2406404 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2407111.250000 Penalty: 3331.450439
	Iteration 5Q: 3 clusters Score -2407111 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2408065.250000 Penalty: 3331.450439
	Iteration 6F: 3 clusters Score -2408065 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2409182.000000 Penalty: 3331.450439
	Iteration 7F: 3 clusters Score -2409182 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2410425.000000 Penalty: 3331.450439
	Iteration 8F: 3 clusters Score -2410425 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2411671.000000 Penalty: 3331.450439
	Iteration 9F: 3 clusters Score -2411671 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2412826.250000 Penalty: 3331.450439
	Iteration 10F: 3 clusters Score -2412826 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2413688.750000 Penalty: 3331.450439
	Iteration 11Q: 3 clusters Score -2413689 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2414259.250000 Penalty: 3331.450439
	Iteration 12Q: 3 clusters Score -2414259 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2414646.500000 Penalty: 3331.450439
	Iteration 13Q: 3 clusters Score -2414646 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2414923.500000 Penalty: 3331.450439
	Iteration 14Q: 3 clusters Score -2414924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2415109.250000 Penalty: 3331.450439
	Iteration 15Q: 3 clusters Score -2415109 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2415228.000000 Penalty: 3331.450439
	Iteration 16Q: 3 clusters Score -2415228 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2415294.500000 Penalty: 3331.450439
	Iteration 17Q: 3 clusters Score -2415294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2415347.500000 Penalty: 3331.450439
	Iteration 18Q: 3 clusters Score -2415348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2415391.250000 Penalty: 3331.450439
	Iteration 19Q: 3 clusters Score -2415391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2415434.500000 Penalty: 3331.450439
	Iteration 20F: 3 clusters Score -2415434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2415464.000000 Penalty: 3331.450439
	Iteration 21Q: 3 clusters Score -2415464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2415496.250000 Penalty: 3331.450439
	Iteration 22Q: 3 clusters Score -2415496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2415513.250000 Penalty: 3331.450439
	Iteration 23Q: 3 clusters Score -2415513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2415533.750000 Penalty: 3331.450439
	Iteration 24Q: 3 clusters Score -2415534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2415546.250000 Penalty: 3331.450439
	Iteration 25Q: 3 clusters Score -2415546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2415557.250000 Penalty: 3331.450439
	Iteration 26Q: 3 clusters Score -2415557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2415567.500000 Penalty: 3331.450439
	Iteration 27Q: 3 clusters Score -2415568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2415573.000000 Penalty: 3331.450439
	Iteration 28Q: 3 clusters Score -2415573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2415573.250000 Penalty: 3331.450439
	Iteration 29Q: 3 clusters Score -2415573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2415575.250000 Penalty: 3331.450439
	Iteration 30Q: 3 clusters Score -2415575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2415576.750000 Penalty: 3331.450439
	Iteration 31Q: 3 clusters Score -2415577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2415576.750000 Penalty: 3331.450439
	Iteration 32Q: 3 clusters Score -2415577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2415576.250000 Penalty: 3331.450439
	Iteration 33Q: 3 clusters Score -2415576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2415577.500000 Penalty: 3331.450439
	Iteration 34Q: 3 clusters Score -2415578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2415577.500000 Penalty: 3331.450439
	Iteration 35F: 3 clusters Score -2415578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -139762.234375 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -139762.2 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 826 members 
Entering Unmasked Estep 
Score: -137866.281250 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -137866.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -138228.703125 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -138228.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -138351.250000 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -138351.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138409.796875 Penalty: 2411.493408
	Iteration 3Q: 3 clusters Score -138409.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -138436.609375 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -138436.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -138453.343750 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -138453.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -138472.187500 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -138472.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138487.312500 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -138487.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -138496.562500 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -138496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138503.625000 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -138503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138509.265625 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -138509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138511.296875 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -138511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138512.015625 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -138512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138513.031250 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -138513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -138513.109375 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -138513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -138513.109375 Penalty: 2411.493408
	Iteration 15F: 3 clusters Score -138513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Entering Unmasked Estep 
Score: -7105185.000000 Penalty: 1833.830200
	Iteration 0F: 2 clusters Score -7105185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7051957.500000 Penalty: 3667.660400
	Iteration 0F: 3 clusters Score -7051958 nChanged 38078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -7074058.500000 Penalty: 3667.660400
	Iteration 1F: 3 clusters Score -7074058 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7074877.500000 Penalty: 3667.660400
	Iteration 2Q: 3 clusters Score -7074878 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -7075827.500000 Penalty: 3667.660400
	Iteration 3Q: 3 clusters Score -7075828 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -7077048.000000 Penalty: 3667.660400
	Iteration 4Q: 3 clusters Score -7077048 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -7078706.500000 Penalty: 3667.660400
	Iteration 5Q: 3 clusters Score -7078706 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -7080930.500000 Penalty: 3667.660400
	Iteration 6F: 3 clusters Score -7080930 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7083422.500000 Penalty: 3667.660400
	Iteration 7F: 3 clusters Score -7083422 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -7086099.500000 Penalty: 3667.660400
	Iteration 8F: 3 clusters Score -7086100 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -7088603.500000 Penalty: 3667.660400
	Iteration 9F: 3 clusters Score -7088604 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7090780.500000 Penalty: 3667.660400
	Iteration 10F: 3 clusters Score -7090780 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -7092654.500000 Penalty: 3667.660400
	Iteration 11Q: 3 clusters Score -7092654 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7094548.000000 Penalty: 3667.660400
	Iteration 12Q: 3 clusters Score -7094548 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -7096398.500000 Penalty: 3667.660400
	Iteration 13Q: 3 clusters Score -7096398 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -7098290.500000 Penalty: 3667.660400
	Iteration 14Q: 3 clusters Score -7098290 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7099732.500000 Penalty: 3667.660400
	Iteration 15Q: 3 clusters Score -7099732 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -7100650.500000 Penalty: 3667.660400
	Iteration 16Q: 3 clusters Score -7100650 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -7101184.000000 Penalty: 3667.660400
	Iteration 17Q: 3 clusters Score -7101184 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7101558.000000 Penalty: 3667.660400
	Iteration 18Q: 3 clusters Score -7101558 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -7101872.500000 Penalty: 3667.660400
	Iteration 19Q: 3 clusters Score -7101872 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -7102153.000000 Penalty: 3667.660400
	Iteration 20F: 3 clusters Score -7102153 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7102369.500000 Penalty: 3667.660400
	Iteration 21Q: 3 clusters Score -7102370 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7102484.000000 Penalty: 3667.660400
	Iteration 22Q: 3 clusters Score -7102484 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -7102625.500000 Penalty: 3667.660400
	Iteration 23Q: 3 clusters Score -7102626 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7102773.500000 Penalty: 3667.660400
	Iteration 24Q: 3 clusters Score -7102774 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7102925.000000 Penalty: 3667.660400
	Iteration 25Q: 3 clusters Score -7102925 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -7103051.500000 Penalty: 3667.660400
	Iteration 26Q: 3 clusters Score -7103052 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7103182.000000 Penalty: 3667.660400
	Iteration 27Q: 3 clusters Score -7103182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7103274.500000 Penalty: 3667.660400
	Iteration 28Q: 3 clusters Score -7103274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7103358.000000 Penalty: 3667.660400
	Iteration 29Q: 3 clusters Score -7103358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7103387.500000 Penalty: 3667.660400
	Iteration 30Q: 3 clusters Score -7103388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7103436.500000 Penalty: 3667.660400
	Iteration 31Q: 3 clusters Score -7103436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7103460.500000 Penalty: 3667.660400
	Iteration 32Q: 3 clusters Score -7103460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7103489.500000 Penalty: 3667.660400
	Iteration 33Q: 3 clusters Score -7103490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7103537.500000 Penalty: 3667.660400
	Iteration 34Q: 3 clusters Score -7103538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7103581.500000 Penalty: 3667.660400
	Iteration 35Q: 3 clusters Score -7103582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7103596.000000 Penalty: 3667.660400
	Iteration 36Q: 3 clusters Score -7103596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7103616.500000 Penalty: 3667.660400
	Iteration 37Q: 3 clusters Score -7103616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7103645.500000 Penalty: 3667.660400
	Iteration 38Q: 3 clusters Score -7103646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7103661.500000 Penalty: 3667.660400
	Iteration 39Q: 3 clusters Score -7103662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7103708.000000 Penalty: 3667.660400
	Iteration 40F: 3 clusters Score -7103708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7103734.500000 Penalty: 3667.660400
	Iteration 41Q: 3 clusters Score -7103734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7103744.000000 Penalty: 3667.660400
	Iteration 42Q: 3 clusters Score -7103744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7103763.500000 Penalty: 3667.660400
	Iteration 43Q: 3 clusters Score -7103764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7103768.000000 Penalty: 3667.660400
	Iteration 44Q: 3 clusters Score -7103768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7103775.000000 Penalty: 3667.660400
	Iteration 45Q: 3 clusters Score -7103775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7103787.000000 Penalty: 3667.660400
	Iteration 46Q: 3 clusters Score -7103787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7103807.500000 Penalty: 3667.660400
	Iteration 47Q: 3 clusters Score -7103808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7103819.000000 Penalty: 3667.660400
	Iteration 48Q: 3 clusters Score -7103819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7103829.500000 Penalty: 3667.660400
	Iteration 49Q: 3 clusters Score -7103830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7103851.000000 Penalty: 3667.660400
	Iteration 50Q: 3 clusters Score -7103851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7103863.500000 Penalty: 3667.660400
	Iteration 51Q: 3 clusters Score -7103864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7103874.500000 Penalty: 3667.660400
	Iteration 52Q: 3 clusters Score -7103874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7103889.000000 Penalty: 3667.660400
	Iteration 53Q: 3 clusters Score -7103889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7103890.500000 Penalty: 3667.660400
	Iteration 54Q: 3 clusters Score -7103890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7103895.500000 Penalty: 3667.660400
	Iteration 55Q: 3 clusters Score -7103896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7103910.000000 Penalty: 3667.660400
	Iteration 56Q: 3 clusters Score -7103910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7103926.000000 Penalty: 3667.660400
	Iteration 57Q: 3 clusters Score -7103926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7103923.500000 Penalty: 3667.660400
	Iteration 58Q: 3 clusters Score -7103924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7103930.000000 Penalty: 3667.660400
	Iteration 59Q: 3 clusters Score -7103930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7103940.000000 Penalty: 3667.660400
	Iteration 60F: 3 clusters Score -7103940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7103944.000000 Penalty: 3667.660400
	Iteration 61Q: 3 clusters Score -7103944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7103952.000000 Penalty: 3667.660400
	Iteration 62Q: 3 clusters Score -7103952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7103947.500000 Penalty: 3667.660400
	Iteration 63Q: 3 clusters Score -7103948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7103929.000000 Penalty: 3667.660400
	Iteration 64Q: 3 clusters Score -7103929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7103938.500000 Penalty: 3667.660400
	Iteration 65Q: 3 clusters Score -7103938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7103935.500000 Penalty: 3667.660400
	Iteration 66Q: 3 clusters Score -7103936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7103938.500000 Penalty: 3667.660400
	Iteration 67Q: 3 clusters Score -7103938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7103939.500000 Penalty: 3667.660400
	Iteration 68Q: 3 clusters Score -7103940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7103934.000000 Penalty: 3667.660400
	Iteration 69Q: 3 clusters Score -7103934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7103934.000000 Penalty: 3667.660400
	Iteration 70Q: 3 clusters Score -7103934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7103931.000000 Penalty: 3667.660400
	Iteration 71Q: 3 clusters Score -7103931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7103938.500000 Penalty: 3667.660400
	Iteration 72Q: 3 clusters Score -7103938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7103937.500000 Penalty: 3667.660400
	Iteration 73Q: 3 clusters Score -7103938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7103945.000000 Penalty: 3667.660400
	Iteration 74Q: 3 clusters Score -7103945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7103945.500000 Penalty: 3667.660400
	Iteration 75Q: 3 clusters Score -7103946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7103950.000000 Penalty: 3667.660400
	Iteration 76Q: 3 clusters Score -7103950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7103944.500000 Penalty: 3667.660400
	Iteration 77Q: 3 clusters Score -7103944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7103939.500000 Penalty: 3667.660400
	Iteration 78Q: 3 clusters Score -7103940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7103939.500000 Penalty: 3667.660400
	Iteration 79F: 3 clusters Score -7103940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Entering Unmasked Estep 
Score: -4055334.250000 Penalty: 1748.193848
	Iteration 0F: 2 clusters Score -4055334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4023804.000000 Penalty: 3496.387695
	Iteration 0F: 3 clusters Score -4023804 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4036324.750000 Penalty: 3496.387695
	Iteration 1F: 3 clusters Score -4036325 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4036806.000000 Penalty: 3496.387695
	Iteration 2Q: 3 clusters Score -4036806 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4037243.250000 Penalty: 3496.387695
	Iteration 3Q: 3 clusters Score -4037243 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4037718.500000 Penalty: 3496.387695
	Iteration 4Q: 3 clusters Score -4037718 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4038277.500000 Penalty: 3496.387695
	Iteration 5Q: 3 clusters Score -4038278 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4038977.500000 Penalty: 3496.387695
	Iteration 6Q: 3 clusters Score -4038978 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4039907.500000 Penalty: 3496.387695
	Iteration 7Q: 3 clusters Score -4039908 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4041073.750000 Penalty: 3496.387695
	Iteration 8Q: 3 clusters Score -4041074 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4042626.500000 Penalty: 3496.387695
	Iteration 9F: 3 clusters Score -4042626 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4044555.250000 Penalty: 3496.387695
	Iteration 10F: 3 clusters Score -4044555 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4046882.000000 Penalty: 3496.387695
	Iteration 11F: 3 clusters Score -4046882 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -4049456.750000 Penalty: 3496.387695
	Iteration 12F: 3 clusters Score -4049457 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4051970.750000 Penalty: 3496.387695
	Iteration 13Q: 3 clusters Score -4051971 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4053873.500000 Penalty: 3496.387695
	Iteration 14Q: 3 clusters Score -4053874 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4054707.000000 Penalty: 3496.387695
	Iteration 15Q: 3 clusters Score -4054707 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4055062.000000 Penalty: 3496.387695
	Iteration 16Q: 3 clusters Score -4055062 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4055294.500000 Penalty: 3496.387695
	Iteration 17Q: 3 clusters Score -4055294 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4055422.250000 Penalty: 3496.387695
	Iteration 18Q: 3 clusters Score -4055422 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4055513.750000 Penalty: 3496.387695
	Iteration 19Q: 3 clusters Score -4055514 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4055581.000000 Penalty: 3496.387695
	Iteration 20F: 3 clusters Score -4055581 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4055620.250000 Penalty: 3496.387695
	Iteration 21Q: 3 clusters Score -4055620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4055667.500000 Penalty: 3496.387695
	Iteration 22Q: 3 clusters Score -4055668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4055695.500000 Penalty: 3496.387695
	Iteration 23Q: 3 clusters Score -4055696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4055722.500000 Penalty: 3496.387695
	Iteration 24Q: 3 clusters Score -4055722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4055758.000000 Penalty: 3496.387695
	Iteration 25Q: 3 clusters Score -4055758 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4055771.000000 Penalty: 3496.387695
	Iteration 26Q: 3 clusters Score -4055771 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4055783.250000 Penalty: 3496.387695
	Iteration 27Q: 3 clusters Score -4055783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4055807.000000 Penalty: 3496.387695
	Iteration 28Q: 3 clusters Score -4055807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4055825.000000 Penalty: 3496.387695
	Iteration 29Q: 3 clusters Score -4055825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4055827.250000 Penalty: 3496.387695
	Iteration 30Q: 3 clusters Score -4055827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4055853.000000 Penalty: 3496.387695
	Iteration 31Q: 3 clusters Score -4055853 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4055880.000000 Penalty: 3496.387695
	Iteration 32Q: 3 clusters Score -4055880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4055891.000000 Penalty: 3496.387695
	Iteration 33Q: 3 clusters Score -4055891 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4055903.000000 Penalty: 3496.387695
	Iteration 34Q: 3 clusters Score -4055903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4055902.250000 Penalty: 3496.387695
	Iteration 35Q: 3 clusters Score -4055902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4055902.250000 Penalty: 3496.387695
	Iteration 36Q: 3 clusters Score -4055902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4055901.750000 Penalty: 3496.387695
	Iteration 37Q: 3 clusters Score -4055902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4055912.500000 Penalty: 3496.387695
	Iteration 38Q: 3 clusters Score -4055912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4055924.000000 Penalty: 3496.387695
	Iteration 39Q: 3 clusters Score -4055924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4055930.250000 Penalty: 3496.387695
	Iteration 40F: 3 clusters Score -4055930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4055934.000000 Penalty: 3496.387695
	Iteration 41Q: 3 clusters Score -4055934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4055935.000000 Penalty: 3496.387695
	Iteration 42Q: 3 clusters Score -4055935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4055942.000000 Penalty: 3496.387695
	Iteration 43Q: 3 clusters Score -4055942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4055957.000000 Penalty: 3496.387695
	Iteration 44Q: 3 clusters Score -4055957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4055957.500000 Penalty: 3496.387695
	Iteration 45Q: 3 clusters Score -4055958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4055958.500000 Penalty: 3496.387695
	Iteration 46Q: 3 clusters Score -4055958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4055961.750000 Penalty: 3496.387695
	Iteration 47Q: 3 clusters Score -4055962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4055972.000000 Penalty: 3496.387695
	Iteration 48Q: 3 clusters Score -4055972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4055961.500000 Penalty: 3496.387695
	Iteration 49Q: 3 clusters Score -4055962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4055966.750000 Penalty: 3496.387695
	Iteration 50Q: 3 clusters Score -4055967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4055967.750000 Penalty: 3496.387695
	Iteration 51Q: 3 clusters Score -4055968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4055970.500000 Penalty: 3496.387695
	Iteration 52Q: 3 clusters Score -4055970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4055971.000000 Penalty: 3496.387695
	Iteration 53Q: 3 clusters Score -4055971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4055969.000000 Penalty: 3496.387695
	Iteration 54Q: 3 clusters Score -4055969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4055966.250000 Penalty: 3496.387695
	Iteration 55Q: 3 clusters Score -4055966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4055965.000000 Penalty: 3496.387695
	Iteration 56Q: 3 clusters Score -4055965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -4055969.750000 Penalty: 3496.387695
	Iteration 57Q: 3 clusters Score -4055970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4055965.500000 Penalty: 3496.387695
	Iteration 58Q: 3 clusters Score -4055966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4055964.750000 Penalty: 3496.387695
	Iteration 59Q: 3 clusters Score -4055965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4055956.750000 Penalty: 3496.387695
	Iteration 60F: 3 clusters Score -4055957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4055957.250000 Penalty: 3496.387695
	Iteration 61Q: 3 clusters Score -4055957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4055959.750000 Penalty: 3496.387695
	Iteration 62Q: 3 clusters Score -4055960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4055956.250000 Penalty: 3496.387695
	Iteration 63Q: 3 clusters Score -4055956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4055966.750000 Penalty: 3496.387695
	Iteration 64Q: 3 clusters Score -4055967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4055964.500000 Penalty: 3496.387695
	Iteration 65Q: 3 clusters Score -4055964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4055965.250000 Penalty: 3496.387695
	Iteration 66Q: 3 clusters Score -4055965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4055971.500000 Penalty: 3496.387695
	Iteration 67Q: 3 clusters Score -4055972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4055965.250000 Penalty: 3496.387695
	Iteration 68Q: 3 clusters Score -4055965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4055964.250000 Penalty: 3496.387695
	Iteration 69Q: 3 clusters Score -4055964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4055964.250000 Penalty: 3496.387695
	Iteration 70F: 3 clusters Score -4055964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 9300 members 
Entering Unmasked Estep 
Score: -76303096.000000 Penalty: 66812.335938
Splitting cluster 18 changes total score from -76302440.000000 to -76303096.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -583305.500000 Penalty: 1445.250244
	Iteration 0F: 2 clusters Score -583305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -577914.937500 Penalty: 2890.500488
	Iteration 0F: 3 clusters Score -577914.9 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -580216.000000 Penalty: 2890.500488
	Iteration 1F: 3 clusters Score -580216 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -581323.125000 Penalty: 2890.500488
	Iteration 2F: 3 clusters Score -581323.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -582348.937500 Penalty: 2890.500488
	Iteration 3F: 3 clusters Score -582348.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -582993.562500 Penalty: 2890.500488
	Iteration 4F: 3 clusters Score -582993.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -583253.875000 Penalty: 2890.500488
	Iteration 5F: 3 clusters Score -583253.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -583359.625000 Penalty: 2890.500488
	Iteration 6Q: 3 clusters Score -583359.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -583438.375000 Penalty: 2890.500488
	Iteration 7Q: 3 clusters Score -583438.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -583508.312500 Penalty: 2890.500488
	Iteration 8Q: 3 clusters Score -583508.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -583554.500000 Penalty: 2890.500488
	Iteration 9Q: 3 clusters Score -583554.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -583592.062500 Penalty: 2890.500488
	Iteration 10Q: 3 clusters Score -583592.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -583613.187500 Penalty: 2890.500488
	Iteration 11Q: 3 clusters Score -583613.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -583634.750000 Penalty: 2890.500488
	Iteration 12Q: 3 clusters Score -583634.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -583659.937500 Penalty: 2890.500488
	Iteration 13Q: 3 clusters Score -583659.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -583693.062500 Penalty: 2890.500488
	Iteration 14Q: 3 clusters Score -583693.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -583750.500000 Penalty: 2890.500488
	Iteration 15Q: 3 clusters Score -583750.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -583861.562500 Penalty: 2890.500488
	Iteration 16Q: 3 clusters Score -583861.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -583994.000000 Penalty: 2890.500488
	Iteration 17Q: 3 clusters Score -583994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -584077.625000 Penalty: 2890.500488
	Iteration 18Q: 3 clusters Score -584077.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -584122.187500 Penalty: 2890.500488
	Iteration 19Q: 3 clusters Score -584122.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -584145.750000 Penalty: 2890.500488
	Iteration 20F: 3 clusters Score -584145.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -584158.687500 Penalty: 2890.500488
	Iteration 21Q: 3 clusters Score -584158.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -584163.062500 Penalty: 2890.500488
	Iteration 22Q: 3 clusters Score -584163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -584164.500000 Penalty: 2890.500488
	Iteration 23Q: 3 clusters Score -584164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -584165.875000 Penalty: 2890.500488
	Iteration 24Q: 3 clusters Score -584165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -584167.187500 Penalty: 2890.500488
	Iteration 25Q: 3 clusters Score -584167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -584167.500000 Penalty: 2890.500488
	Iteration 26Q: 3 clusters Score -584167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -584167.500000 Penalty: 2890.500488
	Iteration 27F: 3 clusters Score -584167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 2707 members 
Entering Unmasked Estep 
Score: -76303248.000000 Penalty: 69039.414062
Splitting cluster 19 changes total score from -76302440.000000 to -76303248.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (18121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Entering Unmasked Estep 
Score: -1570083.250000 Penalty: 1593.284302
	Iteration 0F: 2 clusters Score -1570083 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 9131 members 
Entering Unmasked Estep 
Score: -1557765.500000 Penalty: 3186.568604
	Iteration 0F: 3 clusters Score -1557766 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1562160.500000 Penalty: 3186.568604
	Iteration 1F: 3 clusters Score -1562160 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1562566.375000 Penalty: 3186.568604
	Iteration 2F: 3 clusters Score -1562566 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1562994.250000 Penalty: 3186.568604
	Iteration 3F: 3 clusters Score -1562994 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1563432.625000 Penalty: 3186.568604
	Iteration 4F: 3 clusters Score -1563433 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1563906.625000 Penalty: 3186.568604
	Iteration 5F: 3 clusters Score -1563907 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1564509.000000 Penalty: 3186.568604
	Iteration 6F: 3 clusters Score -1564509 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1565212.000000 Penalty: 3186.568604
	Iteration 7F: 3 clusters Score -1565212 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1565982.750000 Penalty: 3186.568604
	Iteration 8F: 3 clusters Score -1565983 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1566702.250000 Penalty: 3186.568604
	Iteration 9F: 3 clusters Score -1566702 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1567299.875000 Penalty: 3186.568604
	Iteration 10Q: 3 clusters Score -1567300 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1567697.000000 Penalty: 3186.568604
	Iteration 11Q: 3 clusters Score -1567697 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1567968.250000 Penalty: 3186.568604
	Iteration 12Q: 3 clusters Score -1567968 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1568164.125000 Penalty: 3186.568604
	Iteration 13Q: 3 clusters Score -1568164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1568335.750000 Penalty: 3186.568604
	Iteration 14Q: 3 clusters Score -1568336 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1568475.500000 Penalty: 3186.568604
	Iteration 15Q: 3 clusters Score -1568476 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1568556.875000 Penalty: 3186.568604
	Iteration 16Q: 3 clusters Score -1568557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1568614.250000 Penalty: 3186.568604
	Iteration 17Q: 3 clusters Score -1568614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1568649.625000 Penalty: 3186.568604
	Iteration 18Q: 3 clusters Score -1568650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1568670.500000 Penalty: 3186.568604
	Iteration 19Q: 3 clusters Score -1568670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1568681.500000 Penalty: 3186.568604
	Iteration 20F: 3 clusters Score -1568682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1568693.125000 Penalty: 3186.568604
	Iteration 21Q: 3 clusters Score -1568693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1568696.375000 Penalty: 3186.568604
	Iteration 22Q: 3 clusters Score -1568696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1568701.250000 Penalty: 3186.568604
	Iteration 23Q: 3 clusters Score -1568701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1568713.625000 Penalty: 3186.568604
	Iteration 24Q: 3 clusters Score -1568714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1568716.375000 Penalty: 3186.568604
	Iteration 25Q: 3 clusters Score -1568716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1568721.500000 Penalty: 3186.568604
	Iteration 26Q: 3 clusters Score -1568722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1568725.125000 Penalty: 3186.568604
	Iteration 27Q: 3 clusters Score -1568725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1568728.000000 Penalty: 3186.568604
	Iteration 28Q: 3 clusters Score -1568728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1568729.250000 Penalty: 3186.568604
	Iteration 29Q: 3 clusters Score -1568729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1568734.000000 Penalty: 3186.568604
	Iteration 30Q: 3 clusters Score -1568734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1568732.000000 Penalty: 3186.568604
	Iteration 31Q: 3 clusters Score -1568732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1568732.375000 Penalty: 3186.568604
	Iteration 32Q: 3 clusters Score -1568732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1568733.125000 Penalty: 3186.568604
	Iteration 33Q: 3 clusters Score -1568733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1568733.125000 Penalty: 3186.568604
	Iteration 34F: 3 clusters Score -1568733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -101356.742188 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -101356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99750.679688 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -99750.68 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100093.632812 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -100093.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100210.500000 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -100210.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100304.054688 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -100304.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100349.687500 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -100349.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100399.781250 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -100399.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100454.445312 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -100454.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100528.734375 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -100528.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100621.898438 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -100621.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100728.820312 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -100728.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100780.601562 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -100780.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100806.273438 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -100806.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100828.351562 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -100828.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100841.343750 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -100841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100848.601562 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -100848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100857.648438 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -100857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -100867.210938 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -100867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100874.500000 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -100874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -100878.421875 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -100878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -100882.234375 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -100882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100889.125000 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -100889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100896.054688 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -100896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -100898.109375 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -100898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -100899.742188 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -100899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -100900.656250 Penalty: 2326.769775
	Iteration 24Q: 3 clusters Score -100900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -100901.437500 Penalty: 2326.769775
	Iteration 25Q: 3 clusters Score -100901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100902.195312 Penalty: 2326.769775
	Iteration 26Q: 3 clusters Score -100902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100902.195312 Penalty: 2326.769775
	Iteration 27F: 3 clusters Score -100902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -848095.875000 Penalty: 1512.978760
	Iteration 0F: 2 clusters Score -848095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -840289.187500 Penalty: 3025.957520
	Iteration 0F: 3 clusters Score -840289.2 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -843400.125000 Penalty: 3025.957520
	Iteration 1F: 3 clusters Score -843400.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -844135.437500 Penalty: 3025.957520
	Iteration 2F: 3 clusters Score -844135.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -844876.750000 Penalty: 3025.957520
	Iteration 3F: 3 clusters Score -844876.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -845424.437500 Penalty: 3025.957520
	Iteration 4F: 3 clusters Score -845424.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -845799.125000 Penalty: 3025.957520
	Iteration 5F: 3 clusters Score -845799.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -846068.500000 Penalty: 3025.957520
	Iteration 6Q: 3 clusters Score -846068.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -846268.500000 Penalty: 3025.957520
	Iteration 7Q: 3 clusters Score -846268.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -846417.250000 Penalty: 3025.957520
	Iteration 8Q: 3 clusters Score -846417.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -846523.750000 Penalty: 3025.957520
	Iteration 9Q: 3 clusters Score -846523.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -846582.812500 Penalty: 3025.957520
	Iteration 10Q: 3 clusters Score -846582.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -846622.062500 Penalty: 3025.957520
	Iteration 11Q: 3 clusters Score -846622.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -846657.500000 Penalty: 3025.957520
	Iteration 12Q: 3 clusters Score -846657.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -846685.687500 Penalty: 3025.957520
	Iteration 13Q: 3 clusters Score -846685.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -846714.750000 Penalty: 3025.957520
	Iteration 14Q: 3 clusters Score -846714.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -846724.937500 Penalty: 3025.957520
	Iteration 15Q: 3 clusters Score -846724.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -846737.062500 Penalty: 3025.957520
	Iteration 16Q: 3 clusters Score -846737.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -846752.125000 Penalty: 3025.957520
	Iteration 17Q: 3 clusters Score -846752.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -846762.687500 Penalty: 3025.957520
	Iteration 18Q: 3 clusters Score -846762.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -846774.437500 Penalty: 3025.957520
	Iteration 19Q: 3 clusters Score -846774.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -846783.000000 Penalty: 3025.957520
	Iteration 20F: 3 clusters Score -846783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -846785.500000 Penalty: 3025.957520
	Iteration 21Q: 3 clusters Score -846785.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -846792.875000 Penalty: 3025.957520
	Iteration 22Q: 3 clusters Score -846792.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -846799.625000 Penalty: 3025.957520
	Iteration 23Q: 3 clusters Score -846799.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -846801.687500 Penalty: 3025.957520
	Iteration 24Q: 3 clusters Score -846801.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -846811.562500 Penalty: 3025.957520
	Iteration 25Q: 3 clusters Score -846811.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -846817.625000 Penalty: 3025.957520
	Iteration 26Q: 3 clusters Score -846817.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -846827.250000 Penalty: 3025.957520
	Iteration 27Q: 3 clusters Score -846827.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -846830.437500 Penalty: 3025.957520
	Iteration 28Q: 3 clusters Score -846830.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -846837.562500 Penalty: 3025.957520
	Iteration 29Q: 3 clusters Score -846837.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -846843.562500 Penalty: 3025.957520
	Iteration 30Q: 3 clusters Score -846843.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -846854.500000 Penalty: 3025.957520
	Iteration 31Q: 3 clusters Score -846854.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -846863.312500 Penalty: 3025.957520
	Iteration 32Q: 3 clusters Score -846863.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -846873.875000 Penalty: 3025.957520
	Iteration 33Q: 3 clusters Score -846873.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -846885.812500 Penalty: 3025.957520
	Iteration 34Q: 3 clusters Score -846885.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -846898.937500 Penalty: 3025.957520
	Iteration 35Q: 3 clusters Score -846898.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -846908.187500 Penalty: 3025.957520
	Iteration 36Q: 3 clusters Score -846908.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -846919.000000 Penalty: 3025.957520
	Iteration 37Q: 3 clusters Score -846919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -846927.625000 Penalty: 3025.957520
	Iteration 38Q: 3 clusters Score -846927.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -846936.250000 Penalty: 3025.957520
	Iteration 39Q: 3 clusters Score -846936.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -846948.250000 Penalty: 3025.957520
	Iteration 40F: 3 clusters Score -846948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -846959.250000 Penalty: 3025.957520
	Iteration 41Q: 3 clusters Score -846959.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -846973.000000 Penalty: 3025.957520
	Iteration 42Q: 3 clusters Score -846973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -846992.750000 Penalty: 3025.957520
	Iteration 43Q: 3 clusters Score -846992.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -847008.562500 Penalty: 3025.957520
	Iteration 44Q: 3 clusters Score -847008.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -847025.750000 Penalty: 3025.957520
	Iteration 45Q: 3 clusters Score -847025.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -847043.875000 Penalty: 3025.957520
	Iteration 46Q: 3 clusters Score -847043.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -847064.875000 Penalty: 3025.957520
	Iteration 47Q: 3 clusters Score -847064.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -847074.812500 Penalty: 3025.957520
	Iteration 48Q: 3 clusters Score -847074.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -847087.750000 Penalty: 3025.957520
	Iteration 49Q: 3 clusters Score -847087.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -847103.250000 Penalty: 3025.957520
	Iteration 50Q: 3 clusters Score -847103.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -847117.562500 Penalty: 3025.957520
	Iteration 51Q: 3 clusters Score -847117.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -847125.125000 Penalty: 3025.957520
	Iteration 52Q: 3 clusters Score -847125.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -847135.062500 Penalty: 3025.957520
	Iteration 53Q: 3 clusters Score -847135.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -847140.750000 Penalty: 3025.957520
	Iteration 54Q: 3 clusters Score -847140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -847149.250000 Penalty: 3025.957520
	Iteration 55Q: 3 clusters Score -847149.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -847158.000000 Penalty: 3025.957520
	Iteration 56Q: 3 clusters Score -847158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -847167.937500 Penalty: 3025.957520
	Iteration 57Q: 3 clusters Score -847167.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -847174.875000 Penalty: 3025.957520
	Iteration 58Q: 3 clusters Score -847174.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -847179.437500 Penalty: 3025.957520
	Iteration 59Q: 3 clusters Score -847179.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -847186.000000 Penalty: 3025.957520
	Iteration 60F: 3 clusters Score -847186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -847192.375000 Penalty: 3025.957520
	Iteration 61Q: 3 clusters Score -847192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -847194.812500 Penalty: 3025.957520
	Iteration 62Q: 3 clusters Score -847194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -847197.437500 Penalty: 3025.957520
	Iteration 63Q: 3 clusters Score -847197.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -847197.625000 Penalty: 3025.957520
	Iteration 64Q: 3 clusters Score -847197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -847201.750000 Penalty: 3025.957520
	Iteration 65Q: 3 clusters Score -847201.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -847206.312500 Penalty: 3025.957520
	Iteration 66Q: 3 clusters Score -847206.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -847210.875000 Penalty: 3025.957520
	Iteration 67Q: 3 clusters Score -847210.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -847213.625000 Penalty: 3025.957520
	Iteration 68Q: 3 clusters Score -847213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -847215.562500 Penalty: 3025.957520
	Iteration 69Q: 3 clusters Score -847215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -847216.250000 Penalty: 3025.957520
	Iteration 70Q: 3 clusters Score -847216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -847217.562500 Penalty: 3025.957520
	Iteration 71Q: 3 clusters Score -847217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -847220.750000 Penalty: 3025.957520
	Iteration 72Q: 3 clusters Score -847220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -847223.062500 Penalty: 3025.957520
	Iteration 73Q: 3 clusters Score -847223.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -847222.687500 Penalty: 3025.957520
	Iteration 74Q: 3 clusters Score -847222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -847223.125000 Penalty: 3025.957520
	Iteration 75Q: 3 clusters Score -847223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -847223.500000 Penalty: 3025.957520
	Iteration 76Q: 3 clusters Score -847223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -847223.687500 Penalty: 3025.957520
	Iteration 77Q: 3 clusters Score -847223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -847223.687500 Penalty: 3025.957520
	Iteration 78Q: 3 clusters Score -847223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -847224.875000 Penalty: 3025.957520
	Iteration 79Q: 3 clusters Score -847224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -847228.250000 Penalty: 3025.957520
	Iteration 80F: 3 clusters Score -847228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -847227.062500 Penalty: 3025.957520
	Iteration 81Q: 3 clusters Score -847227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -847228.000000 Penalty: 3025.957520
	Iteration 82Q: 3 clusters Score -847228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -847228.000000 Penalty: 3025.957520
	Iteration 83F: 3 clusters Score -847228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -594670.062500 Penalty: 1440.176636
	Iteration 0F: 2 clusters Score -594670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -589449.187500 Penalty: 2880.353271
	Iteration 0F: 3 clusters Score -589449.2 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -591293.500000 Penalty: 2880.353271
	Iteration 1F: 3 clusters Score -591293.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -591783.812500 Penalty: 2880.353271
	Iteration 2F: 3 clusters Score -591783.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -592289.437500 Penalty: 2880.353271
	Iteration 3F: 3 clusters Score -592289.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -592820.062500 Penalty: 2880.353271
	Iteration 4F: 3 clusters Score -592820.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -593383.062500 Penalty: 2880.353271
	Iteration 5F: 3 clusters Score -593383.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -593868.062500 Penalty: 2880.353271
	Iteration 6F: 3 clusters Score -593868.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -594227.125000 Penalty: 2880.353271
	Iteration 7F: 3 clusters Score -594227.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -594463.062500 Penalty: 2880.353271
	Iteration 8Q: 3 clusters Score -594463.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -594581.500000 Penalty: 2880.353271
	Iteration 9Q: 3 clusters Score -594581.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -594640.312500 Penalty: 2880.353271
	Iteration 10Q: 3 clusters Score -594640.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -594667.937500 Penalty: 2880.353271
	Iteration 11Q: 3 clusters Score -594667.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -594682.000000 Penalty: 2880.353271
	Iteration 12Q: 3 clusters Score -594682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -594690.750000 Penalty: 2880.353271
	Iteration 13Q: 3 clusters Score -594690.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -594697.375000 Penalty: 2880.353271
	Iteration 14Q: 3 clusters Score -594697.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -594701.062500 Penalty: 2880.353271
	Iteration 15Q: 3 clusters Score -594701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -594702.875000 Penalty: 2880.353271
	Iteration 16Q: 3 clusters Score -594702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -594704.312500 Penalty: 2880.353271
	Iteration 17Q: 3 clusters Score -594704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -594706.437500 Penalty: 2880.353271
	Iteration 18Q: 3 clusters Score -594706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -594706.312500 Penalty: 2880.353271
	Iteration 19Q: 3 clusters Score -594706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -594707.625000 Penalty: 2880.353271
	Iteration 20F: 3 clusters Score -594707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -594707.750000 Penalty: 2880.353271
	Iteration 21Q: 3 clusters Score -594707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -594709.500000 Penalty: 2880.353271
	Iteration 22Q: 3 clusters Score -594709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -594708.562500 Penalty: 2880.353271
	Iteration 23Q: 3 clusters Score -594708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -594709.125000 Penalty: 2880.353271
	Iteration 24Q: 3 clusters Score -594709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -594710.000000 Penalty: 2880.353271
	Iteration 25Q: 3 clusters Score -594710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -594710.000000 Penalty: 2880.353271
	Iteration 26F: 3 clusters Score -594710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 2707 members 
Mstep: Class 32 contains 4794 members 
Entering Unmasked Estep 
Score: -76302672.000000 Penalty: 71266.492188
Splitting cluster 23 changes total score from -76302440.000000 to -76302672.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -320101.218750 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -320101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -316870.718750 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -316870.7 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -317661.875000 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -317661.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -317841.062500 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -317841.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -318004.875000 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -318004.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318203.593750 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -318203.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -318460.375000 Penalty: 2686.837402
	Iteration 5F: 3 clusters Score -318460.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318755.218750 Penalty: 2686.837402
	Iteration 6F: 3 clusters Score -318755.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319074.781250 Penalty: 2686.837402
	Iteration 7F: 3 clusters Score -319074.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -319381.062500 Penalty: 2686.837402
	Iteration 8F: 3 clusters Score -319381.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -319586.031250 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -319586 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319781.625000 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -319781.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -319978.062500 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -319978.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320102.312500 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -320102.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -320168.312500 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -320168.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -320217.125000 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -320217.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -320245.093750 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -320245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -320259.625000 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -320259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -320273.593750 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -320273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -320282.718750 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -320282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -320287.687500 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -320287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -320293.281250 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -320293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -320293.625000 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -320293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -320294.531250 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -320294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -320295.718750 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -320295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -320297.375000 Penalty: 2686.837402
	Iteration 24Q: 3 clusters Score -320297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -320297.718750 Penalty: 2686.837402
	Iteration 25Q: 3 clusters Score -320297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -320299.000000 Penalty: 2686.837402
	Iteration 26Q: 3 clusters Score -320299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -320299.000000 Penalty: 2686.837402
	Iteration 27F: 3 clusters Score -320299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 2918 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 2707 members 
Mstep: Class 32 contains 4794 members 
Mstep: Class 33 contains 976 members 
Entering Unmasked Estep 
Score: -76301840.000000 Penalty: 73493.570312
Splitting cluster 24 changes total score from -76302440.000000 to -76301840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (38104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Entering Unmasked Estep 
Score: -3348335.250000 Penalty: 1714.062134
	Iteration 0F: 2 clusters Score -3348335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3322746.250000 Penalty: 3428.124268
	Iteration 0F: 3 clusters Score -3322746 nChanged 17799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3332557.250000 Penalty: 3428.124268
	Iteration 1F: 3 clusters Score -3332557 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3332982.750000 Penalty: 3428.124268
	Iteration 2Q: 3 clusters Score -3332983 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3333428.250000 Penalty: 3428.124268
	Iteration 3Q: 3 clusters Score -3333428 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3333923.500000 Penalty: 3428.124268
	Iteration 4Q: 3 clusters Score -3333924 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3334479.750000 Penalty: 3428.124268
	Iteration 5Q: 3 clusters Score -3334480 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3335235.250000 Penalty: 3428.124268
	Iteration 6Q: 3 clusters Score -3335235 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3336304.000000 Penalty: 3428.124268
	Iteration 7F: 3 clusters Score -3336304 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3337696.000000 Penalty: 3428.124268
	Iteration 8F: 3 clusters Score -3337696 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3339440.250000 Penalty: 3428.124268
	Iteration 9F: 3 clusters Score -3339440 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3341299.750000 Penalty: 3428.124268
	Iteration 10F: 3 clusters Score -3341300 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3342633.500000 Penalty: 3428.124268
	Iteration 11Q: 3 clusters Score -3342634 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3343647.250000 Penalty: 3428.124268
	Iteration 12Q: 3 clusters Score -3343647 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3344314.500000 Penalty: 3428.124268
	Iteration 13Q: 3 clusters Score -3344314 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3344879.000000 Penalty: 3428.124268
	Iteration 14Q: 3 clusters Score -3344879 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3345324.500000 Penalty: 3428.124268
	Iteration 15Q: 3 clusters Score -3345324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3345676.750000 Penalty: 3428.124268
	Iteration 16Q: 3 clusters Score -3345677 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3345992.750000 Penalty: 3428.124268
	Iteration 17Q: 3 clusters Score -3345993 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3346231.000000 Penalty: 3428.124268
	Iteration 18Q: 3 clusters Score -3346231 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3346386.250000 Penalty: 3428.124268
	Iteration 19Q: 3 clusters Score -3346386 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3346510.250000 Penalty: 3428.124268
	Iteration 20F: 3 clusters Score -3346510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3346566.750000 Penalty: 3428.124268
	Iteration 21Q: 3 clusters Score -3346567 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3346613.500000 Penalty: 3428.124268
	Iteration 22Q: 3 clusters Score -3346614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3346659.250000 Penalty: 3428.124268
	Iteration 23Q: 3 clusters Score -3346659 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3346712.500000 Penalty: 3428.124268
	Iteration 24Q: 3 clusters Score -3346712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3346761.000000 Penalty: 3428.124268
	Iteration 25Q: 3 clusters Score -3346761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3346784.500000 Penalty: 3428.124268
	Iteration 26Q: 3 clusters Score -3346784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3346814.250000 Penalty: 3428.124268
	Iteration 27Q: 3 clusters Score -3346814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3346845.250000 Penalty: 3428.124268
	Iteration 28Q: 3 clusters Score -3346845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3346862.000000 Penalty: 3428.124268
	Iteration 29Q: 3 clusters Score -3346862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3346879.250000 Penalty: 3428.124268
	Iteration 30Q: 3 clusters Score -3346879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3346891.250000 Penalty: 3428.124268
	Iteration 31Q: 3 clusters Score -3346891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3346896.500000 Penalty: 3428.124268
	Iteration 32Q: 3 clusters Score -3346896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3346898.250000 Penalty: 3428.124268
	Iteration 33Q: 3 clusters Score -3346898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3346906.000000 Penalty: 3428.124268
	Iteration 34Q: 3 clusters Score -3346906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3346906.250000 Penalty: 3428.124268
	Iteration 35Q: 3 clusters Score -3346906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3346906.750000 Penalty: 3428.124268
	Iteration 36Q: 3 clusters Score -3346907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3346914.500000 Penalty: 3428.124268
	Iteration 37Q: 3 clusters Score -3346914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3346913.500000 Penalty: 3428.124268
	Iteration 38Q: 3 clusters Score -3346914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3346919.250000 Penalty: 3428.124268
	Iteration 39Q: 3 clusters Score -3346919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3346919.750000 Penalty: 3428.124268
	Iteration 40F: 3 clusters Score -3346920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3346920.500000 Penalty: 3428.124268
	Iteration 41Q: 3 clusters Score -3346920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3346918.250000 Penalty: 3428.124268
	Iteration 42Q: 3 clusters Score -3346918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3346925.500000 Penalty: 3428.124268
	Iteration 43Q: 3 clusters Score -3346926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3346927.250000 Penalty: 3428.124268
	Iteration 44Q: 3 clusters Score -3346927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3346923.500000 Penalty: 3428.124268
	Iteration 45Q: 3 clusters Score -3346924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3346925.000000 Penalty: 3428.124268
	Iteration 46Q: 3 clusters Score -3346925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3346925.000000 Penalty: 3428.124268
	Iteration 47F: 3 clusters Score -3346925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -127857.585938 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -127857.6 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 965 members 
Entering Unmasked Estep 
Score: -125871.687500 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -125871.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -126401.062500 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -126401.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -126561.203125 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -126561.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -126662.445312 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -126662.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -126764.835938 Penalty: 2460.058838
	Iteration 4Q: 3 clusters Score -126764.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126856.296875 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -126856.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126931.132812 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -126931.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -126976.054688 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -126976.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -127013.843750 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -127013.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -127036.757812 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -127036.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -127061.828125 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -127061.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127080.929688 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -127080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -127120.062500 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -127120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -127152.437500 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -127152.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127176.648438 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -127176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127199.304688 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -127199.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127214.734375 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -127214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127224.703125 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -127224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127234.945312 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -127234.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127245.437500 Penalty: 2460.058838
	Iteration 19Q: 3 clusters Score -127245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127253.609375 Penalty: 2460.058838
	Iteration 20F: 3 clusters Score -127253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127261.000000 Penalty: 2460.058838
	Iteration 21Q: 3 clusters Score -127261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -127270.695312 Penalty: 2460.058838
	Iteration 22Q: 3 clusters Score -127270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127276.812500 Penalty: 2460.058838
	Iteration 23Q: 3 clusters Score -127276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127282.335938 Penalty: 2460.058838
	Iteration 24Q: 3 clusters Score -127282.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127287.484375 Penalty: 2460.058838
	Iteration 25Q: 3 clusters Score -127287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127290.132812 Penalty: 2460.058838
	Iteration 26Q: 3 clusters Score -127290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127294.140625 Penalty: 2460.058838
	Iteration 27Q: 3 clusters Score -127294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127297.789062 Penalty: 2460.058838
	Iteration 28Q: 3 clusters Score -127297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127299.710938 Penalty: 2460.058838
	Iteration 29Q: 3 clusters Score -127299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127301.335938 Penalty: 2460.058838
	Iteration 30Q: 3 clusters Score -127301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -127304.632812 Penalty: 2460.058838
	Iteration 31Q: 3 clusters Score -127304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127305.546875 Penalty: 2460.058838
	Iteration 32Q: 3 clusters Score -127305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127306.601562 Penalty: 2460.058838
	Iteration 33Q: 3 clusters Score -127306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127307.031250 Penalty: 2460.058838
	Iteration 34Q: 3 clusters Score -127307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127308.062500 Penalty: 2460.058838
	Iteration 35Q: 3 clusters Score -127308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127308.062500 Penalty: 2460.058838
	Iteration 36F: 3 clusters Score -127308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -123121.796875 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -123121.8 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 797 members 
Entering Unmasked Estep 
Score: -121322.062500 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -121322.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121748.570312 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -121748.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121943.757812 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -121943.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122100.507812 Penalty: 2400.200195
	Iteration 3F: 3 clusters Score -122100.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122215.546875 Penalty: 2400.200195
	Iteration 4F: 3 clusters Score -122215.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122297.671875 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -122297.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122374.250000 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -122374.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122440.570312 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -122440.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122479.132812 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -122479.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122503.625000 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -122503.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122521.226562 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -122521.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122531.492188 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -122531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122537.507812 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -122537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122541.890625 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -122541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -122547.960938 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -122548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122552.726562 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -122552.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122554.843750 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -122554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122555.687500 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -122555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122556.531250 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -122556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122556.531250 Penalty: 2400.200195
	Iteration 19F: 3 clusters Score -122556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -84318.960938 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -84318.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82808.210938 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -82808.21 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83070.273438 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -83070.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83160.804688 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -83160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83221.078125 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -83221.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83271.515625 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -83271.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83348.062500 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -83348.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83453.140625 Penalty: 2276.291504
	Iteration 6F: 3 clusters Score -83453.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83521.906250 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -83521.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83584.429688 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -83584.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83665.234375 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -83665.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83733.804688 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -83733.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83802.820312 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -83802.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83872.421875 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -83872.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83939.976562 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -83939.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -83996.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84116.250000 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -84116.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84233.914062 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -84233.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84275.679688 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -84275.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84288.101562 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -84288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84291.265625 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -84291.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84293.687500 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -84293.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84296.859375 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -84296.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84298.281250 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -84298.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84299.656250 Penalty: 2276.291504
	Iteration 23Q: 3 clusters Score -84299.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84299.656250 Penalty: 2276.291504
	Iteration 24F: 3 clusters Score -84299.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -439380.468750 Penalty: 1403.299072
	Iteration 0F: 2 clusters Score -439380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -435031.375000 Penalty: 2806.598145
	Iteration 0F: 3 clusters Score -435031.4 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -436398.968750 Penalty: 2806.598145
	Iteration 1F: 3 clusters Score -436399 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -436664.187500 Penalty: 2806.598145
	Iteration 2F: 3 clusters Score -436664.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -436879.437500 Penalty: 2806.598145
	Iteration 3F: 3 clusters Score -436879.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -437119.843750 Penalty: 2806.598145
	Iteration 4F: 3 clusters Score -437119.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -437332.218750 Penalty: 2806.598145
	Iteration 5Q: 3 clusters Score -437332.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -437529.406250 Penalty: 2806.598145
	Iteration 6Q: 3 clusters Score -437529.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -437704.656250 Penalty: 2806.598145
	Iteration 7Q: 3 clusters Score -437704.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -437847.968750 Penalty: 2806.598145
	Iteration 8Q: 3 clusters Score -437848 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -437969.812500 Penalty: 2806.598145
	Iteration 9Q: 3 clusters Score -437969.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -438047.687500 Penalty: 2806.598145
	Iteration 10Q: 3 clusters Score -438047.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -438107.281250 Penalty: 2806.598145
	Iteration 11Q: 3 clusters Score -438107.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -438165.500000 Penalty: 2806.598145
	Iteration 12Q: 3 clusters Score -438165.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -438213.875000 Penalty: 2806.598145
	Iteration 13Q: 3 clusters Score -438213.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -438261.937500 Penalty: 2806.598145
	Iteration 14Q: 3 clusters Score -438261.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -438293.875000 Penalty: 2806.598145
	Iteration 15Q: 3 clusters Score -438293.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -438315.125000 Penalty: 2806.598145
	Iteration 16Q: 3 clusters Score -438315.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -438333.000000 Penalty: 2806.598145
	Iteration 17Q: 3 clusters Score -438333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -438343.843750 Penalty: 2806.598145
	Iteration 18Q: 3 clusters Score -438343.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -438350.031250 Penalty: 2806.598145
	Iteration 19Q: 3 clusters Score -438350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -438355.625000 Penalty: 2806.598145
	Iteration 20F: 3 clusters Score -438355.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -438361.281250 Penalty: 2806.598145
	Iteration 21Q: 3 clusters Score -438361.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -438370.375000 Penalty: 2806.598145
	Iteration 22Q: 3 clusters Score -438370.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -438377.281250 Penalty: 2806.598145
	Iteration 23Q: 3 clusters Score -438377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -438382.125000 Penalty: 2806.598145
	Iteration 24Q: 3 clusters Score -438382.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -438386.468750 Penalty: 2806.598145
	Iteration 25Q: 3 clusters Score -438386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -438391.875000 Penalty: 2806.598145
	Iteration 26Q: 3 clusters Score -438391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -438397.281250 Penalty: 2806.598145
	Iteration 27Q: 3 clusters Score -438397.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -438402.187500 Penalty: 2806.598145
	Iteration 28Q: 3 clusters Score -438402.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -438408.718750 Penalty: 2806.598145
	Iteration 29Q: 3 clusters Score -438408.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -438417.406250 Penalty: 2806.598145
	Iteration 30Q: 3 clusters Score -438417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -438422.218750 Penalty: 2806.598145
	Iteration 31Q: 3 clusters Score -438422.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -438425.781250 Penalty: 2806.598145
	Iteration 32Q: 3 clusters Score -438425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -438426.500000 Penalty: 2806.598145
	Iteration 33Q: 3 clusters Score -438426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -438427.093750 Penalty: 2806.598145
	Iteration 34Q: 3 clusters Score -438427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -438427.281250 Penalty: 2806.598145
	Iteration 35Q: 3 clusters Score -438427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -438427.343750 Penalty: 2806.598145
	Iteration 36Q: 3 clusters Score -438427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -438427.906250 Penalty: 2806.598145
	Iteration 37Q: 3 clusters Score -438427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -438427.906250 Penalty: 2806.598145
	Iteration 38F: 3 clusters Score -438427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 175026 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21563 members 
Mstep: Class 12 contains 160809 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79627 members 
Mstep: Class 18 contains 37710 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 38104 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76304992.000000 Penalty: 71266.492188
Iteration 154F: 33 clusters Score -7.630499e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8833 members 
Mstep: Class 5 contains 82756 members 
Mstep: Class 6 contains 26673 members 
Mstep: Class 7 contains 175032 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 159986 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 12111 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 79448 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 11034 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 38019 members 
Mstep: Class 26 contains 1958 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 1102 members 
Mstep: Class 29 contains 5602 members 
Mstep: Class 30 contains 10831 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76306136.000000 Penalty: 71266.492188
Iteration 155Q: 33 clusters Score -7.630614e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 94521 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 82661 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 175019 members 
Mstep: Class 8 contains 11690 members 
Mstep: Class 9 contains 30612 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21546 members 
Mstep: Class 12 contains 159320 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 12098 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 79287 members 
Mstep: Class 18 contains 37475 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 11028 members 
Mstep: Class 23 contains 2455 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 37976 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 1581 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 11772 members 
Mstep: Class 31 contains 2753 members 
Mstep: Class 32 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76306792.000000 Penalty: 71266.492188
Iteration 156Q: 33 clusters Score -7.630679e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 94519 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 82584 members 
Mstep: Class 6 contains 26728 members 
Mstep: Class 7 contains 174995 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 21528 members 
Mstep: Class 12 contains 158716 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 79136 members 
Mstep: Class 18 contains 37499 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 18097 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 11014 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 37954 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 5615 members 
Mstep: Class 30 contains 12624 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76307248.000000 Penalty: 71266.492188
Iteration 157Q: 33 clusters Score -7.630725e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 94537 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 82540 members 
Mstep: Class 6 contains 26767 members 
Mstep: Class 7 contains 174973 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 30618 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 158159 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 12067 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 79001 members 
Mstep: Class 18 contains 37518 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 18085 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 11008 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 37904 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1571 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 13408 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76307496.000000 Penalty: 71266.492188
Iteration 158Q: 33 clusters Score -7.63075e+07 nChanged 1511
Entering ConstructFrom: 
Score: -76307496.000000 Penalty: 71266.492188
Entering ConstructFrom: 
Trying to split cluster 1 (11926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Entering Unmasked Estep 
Score: -1049031.750000 Penalty: 1525.302490
	Iteration 0F: 2 clusters Score -1049032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1040558.625000 Penalty: 3050.604980
	Iteration 0F: 3 clusters Score -1040559 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1043390.187500 Penalty: 3050.604980
	Iteration 1F: 3 clusters Score -1043390 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1043633.375000 Penalty: 3050.604980
	Iteration 2F: 3 clusters Score -1043633 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1043829.250000 Penalty: 3050.604980
	Iteration 3Q: 3 clusters Score -1043829 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1043993.875000 Penalty: 3050.604980
	Iteration 4Q: 3 clusters Score -1043994 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1044153.937500 Penalty: 3050.604980
	Iteration 5Q: 3 clusters Score -1044154 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1044317.187500 Penalty: 3050.604980
	Iteration 6Q: 3 clusters Score -1044317 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1044496.750000 Penalty: 3050.604980
	Iteration 7Q: 3 clusters Score -1044497 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1044657.250000 Penalty: 3050.604980
	Iteration 8Q: 3 clusters Score -1044657 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1044817.687500 Penalty: 3050.604980
	Iteration 9Q: 3 clusters Score -1044818 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1044960.437500 Penalty: 3050.604980
	Iteration 10Q: 3 clusters Score -1044960 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1045107.750000 Penalty: 3050.604980
	Iteration 11Q: 3 clusters Score -1045108 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1045266.500000 Penalty: 3050.604980
	Iteration 12Q: 3 clusters Score -1045266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1045429.875000 Penalty: 3050.604980
	Iteration 13Q: 3 clusters Score -1045430 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1045589.250000 Penalty: 3050.604980
	Iteration 14Q: 3 clusters Score -1045589 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1045751.875000 Penalty: 3050.604980
	Iteration 15Q: 3 clusters Score -1045752 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1045893.687500 Penalty: 3050.604980
	Iteration 16Q: 3 clusters Score -1045894 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1046036.687500 Penalty: 3050.604980
	Iteration 17Q: 3 clusters Score -1046037 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1046164.375000 Penalty: 3050.604980
	Iteration 18Q: 3 clusters Score -1046164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1046275.500000 Penalty: 3050.604980
	Iteration 19Q: 3 clusters Score -1046276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1046366.437500 Penalty: 3050.604980
	Iteration 20F: 3 clusters Score -1046366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1046458.562500 Penalty: 3050.604980
	Iteration 21Q: 3 clusters Score -1046459 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1046548.500000 Penalty: 3050.604980
	Iteration 22Q: 3 clusters Score -1046548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1046631.875000 Penalty: 3050.604980
	Iteration 23Q: 3 clusters Score -1046632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1046718.250000 Penalty: 3050.604980
	Iteration 24Q: 3 clusters Score -1046718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1046787.312500 Penalty: 3050.604980
	Iteration 25Q: 3 clusters Score -1046787 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1046853.000000 Penalty: 3050.604980
	Iteration 26Q: 3 clusters Score -1046853 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1046922.000000 Penalty: 3050.604980
	Iteration 27Q: 3 clusters Score -1046922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1046989.312500 Penalty: 3050.604980
	Iteration 28Q: 3 clusters Score -1046989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1047061.625000 Penalty: 3050.604980
	Iteration 29Q: 3 clusters Score -1047062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1047138.125000 Penalty: 3050.604980
	Iteration 30Q: 3 clusters Score -1047138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1047219.687500 Penalty: 3050.604980
	Iteration 31Q: 3 clusters Score -1047220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1047313.062500 Penalty: 3050.604980
	Iteration 32Q: 3 clusters Score -1047313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1047401.000000 Penalty: 3050.604980
	Iteration 33Q: 3 clusters Score -1047401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1047465.937500 Penalty: 3050.604980
	Iteration 34Q: 3 clusters Score -1047466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1047517.000000 Penalty: 3050.604980
	Iteration 35Q: 3 clusters Score -1047517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1047562.875000 Penalty: 3050.604980
	Iteration 36Q: 3 clusters Score -1047563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1047590.062500 Penalty: 3050.604980
	Iteration 37Q: 3 clusters Score -1047590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1047627.375000 Penalty: 3050.604980
	Iteration 38Q: 3 clusters Score -1047627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1047652.875000 Penalty: 3050.604980
	Iteration 39Q: 3 clusters Score -1047653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1047670.875000 Penalty: 3050.604980
	Iteration 40F: 3 clusters Score -1047671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1047678.250000 Penalty: 3050.604980
	Iteration 41Q: 3 clusters Score -1047678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1047691.375000 Penalty: 3050.604980
	Iteration 42Q: 3 clusters Score -1047691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1047701.000000 Penalty: 3050.604980
	Iteration 43Q: 3 clusters Score -1047701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1047715.875000 Penalty: 3050.604980
	Iteration 44Q: 3 clusters Score -1047716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1047721.375000 Penalty: 3050.604980
	Iteration 45Q: 3 clusters Score -1047721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1047722.000000 Penalty: 3050.604980
	Iteration 46Q: 3 clusters Score -1047722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1047722.000000 Penalty: 3050.604980
	Iteration 47F: 3 clusters Score -1047722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Entering Unmasked Estep 
Score: -8486252.000000 Penalty: 1861.745361
	Iteration 0F: 2 clusters Score -8486252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -8422982.000000 Penalty: 3723.490723
	Iteration 0F: 3 clusters Score -8422982 nChanged 45184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8448709.000000 Penalty: 3723.490723
	Iteration 1F: 3 clusters Score -8448709 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8449313.000000 Penalty: 3723.490723
	Iteration 2Q: 3 clusters Score -8449313 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8450040.000000 Penalty: 3723.490723
	Iteration 3Q: 3 clusters Score -8450040 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8450941.000000 Penalty: 3723.490723
	Iteration 4Q: 3 clusters Score -8450941 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8452340.000000 Penalty: 3723.490723
	Iteration 5Q: 3 clusters Score -8452340 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -8454623.000000 Penalty: 3723.490723
	Iteration 6F: 3 clusters Score -8454623 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -8458306.000000 Penalty: 3723.490723
	Iteration 7F: 3 clusters Score -8458306 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8463730.000000 Penalty: 3723.490723
	Iteration 8F: 3 clusters Score -8463730 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -8470302.000000 Penalty: 3723.490723
	Iteration 9F: 3 clusters Score -8470302 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8476424.000000 Penalty: 3723.490723
	Iteration 10F: 3 clusters Score -8476424 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8480717.000000 Penalty: 3723.490723
	Iteration 11Q: 3 clusters Score -8480717 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8482931.000000 Penalty: 3723.490723
	Iteration 12Q: 3 clusters Score -8482931 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8483902.000000 Penalty: 3723.490723
	Iteration 13Q: 3 clusters Score -8483902 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8484374.000000 Penalty: 3723.490723
	Iteration 14Q: 3 clusters Score -8484374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8484534.000000 Penalty: 3723.490723
	Iteration 15Q: 3 clusters Score -8484534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8484594.000000 Penalty: 3723.490723
	Iteration 16Q: 3 clusters Score -8484594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8484647.000000 Penalty: 3723.490723
	Iteration 17Q: 3 clusters Score -8484647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8484705.000000 Penalty: 3723.490723
	Iteration 18Q: 3 clusters Score -8484705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8484736.000000 Penalty: 3723.490723
	Iteration 19Q: 3 clusters Score -8484736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8484752.000000 Penalty: 3723.490723
	Iteration 20F: 3 clusters Score -8484752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8484754.000000 Penalty: 3723.490723
	Iteration 21Q: 3 clusters Score -8484754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8484766.000000 Penalty: 3723.490723
	Iteration 22Q: 3 clusters Score -8484766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8484764.000000 Penalty: 3723.490723
	Iteration 23Q: 3 clusters Score -8484764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8484769.000000 Penalty: 3723.490723
	Iteration 24Q: 3 clusters Score -8484769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8484774.000000 Penalty: 3723.490723
	Iteration 25Q: 3 clusters Score -8484774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8484777.000000 Penalty: 3723.490723
	Iteration 26Q: 3 clusters Score -8484777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8484780.000000 Penalty: 3723.490723
	Iteration 27Q: 3 clusters Score -8484780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8484784.000000 Penalty: 3723.490723
	Iteration 28Q: 3 clusters Score -8484784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8484793.000000 Penalty: 3723.490723
	Iteration 29Q: 3 clusters Score -8484793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8484793.000000 Penalty: 3723.490723
	Iteration 30Q: 3 clusters Score -8484793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8484800.000000 Penalty: 3723.490723
	Iteration 31Q: 3 clusters Score -8484800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8484813.000000 Penalty: 3723.490723
	Iteration 32Q: 3 clusters Score -8484813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8484818.000000 Penalty: 3723.490723
	Iteration 33Q: 3 clusters Score -8484818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8484828.000000 Penalty: 3723.490723
	Iteration 34Q: 3 clusters Score -8484828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8484824.000000 Penalty: 3723.490723
	Iteration 35Q: 3 clusters Score -8484824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8484830.000000 Penalty: 3723.490723
	Iteration 36Q: 3 clusters Score -8484830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8484845.000000 Penalty: 3723.490723
	Iteration 37Q: 3 clusters Score -8484845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8484850.000000 Penalty: 3723.490723
	Iteration 38Q: 3 clusters Score -8484850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8484846.000000 Penalty: 3723.490723
	Iteration 39Q: 3 clusters Score -8484846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8484848.000000 Penalty: 3723.490723
	Iteration 40F: 3 clusters Score -8484848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8484844.000000 Penalty: 3723.490723
	Iteration 41Q: 3 clusters Score -8484844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8484849.000000 Penalty: 3723.490723
	Iteration 42Q: 3 clusters Score -8484849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8484849.000000 Penalty: 3723.490723
	Iteration 43F: 3 clusters Score -8484849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -154014.906250 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -154014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152022.406250 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -152022.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -152434.656250 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -152434.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152542.578125 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -152542.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152643.312500 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -152643.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -152759.218750 Penalty: 2445.131348
	Iteration 4F: 3 clusters Score -152759.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -152893.640625 Penalty: 2445.131348
	Iteration 5F: 3 clusters Score -152893.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -153001.656250 Penalty: 2445.131348
	Iteration 6F: 3 clusters Score -153001.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -153089.921875 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -153089.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -153161.437500 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -153161.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -153215.234375 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -153215.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -153264.687500 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -153264.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -153304.500000 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -153304.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -153331.281250 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -153331.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153349.515625 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -153349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -153360.906250 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -153360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -153366.937500 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -153366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -153376.468750 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -153376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -153387.406250 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -153387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -153390.656250 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -153390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -153393.125000 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -153393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -153395.171875 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -153395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -153400.281250 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -153400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -153404.343750 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -153404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -153405.640625 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -153405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -153407.171875 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -153407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -153411.578125 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -153411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153414.281250 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -153414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153416.359375 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -153416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -153417.312500 Penalty: 2445.131348
	Iteration 28Q: 3 clusters Score -153417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -153418.921875 Penalty: 2445.131348
	Iteration 29Q: 3 clusters Score -153418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153420.468750 Penalty: 2445.131348
	Iteration 30Q: 3 clusters Score -153420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153420.468750 Penalty: 2445.131348
	Iteration 31F: 3 clusters Score -153420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Entering Unmasked Estep 
Score: -757233.062500 Penalty: 1473.638794
	Iteration 0F: 2 clusters Score -757233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -750971.437500 Penalty: 2947.277588
	Iteration 0F: 3 clusters Score -750971.4 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -753093.250000 Penalty: 2947.277588
	Iteration 1F: 3 clusters Score -753093.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -753399.937500 Penalty: 2947.277588
	Iteration 2F: 3 clusters Score -753399.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -753642.687500 Penalty: 2947.277588
	Iteration 3F: 3 clusters Score -753642.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -753876.812500 Penalty: 2947.277588
	Iteration 4Q: 3 clusters Score -753876.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -754148.437500 Penalty: 2947.277588
	Iteration 5Q: 3 clusters Score -754148.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -754448.187500 Penalty: 2947.277588
	Iteration 6F: 3 clusters Score -754448.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -754693.750000 Penalty: 2947.277588
	Iteration 7Q: 3 clusters Score -754693.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -754903.250000 Penalty: 2947.277588
	Iteration 8Q: 3 clusters Score -754903.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -755072.312500 Penalty: 2947.277588
	Iteration 9Q: 3 clusters Score -755072.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -755180.500000 Penalty: 2947.277588
	Iteration 10Q: 3 clusters Score -755180.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -755273.125000 Penalty: 2947.277588
	Iteration 11Q: 3 clusters Score -755273.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -755332.375000 Penalty: 2947.277588
	Iteration 12Q: 3 clusters Score -755332.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -755374.000000 Penalty: 2947.277588
	Iteration 13Q: 3 clusters Score -755374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -755403.812500 Penalty: 2947.277588
	Iteration 14Q: 3 clusters Score -755403.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -755426.625000 Penalty: 2947.277588
	Iteration 15Q: 3 clusters Score -755426.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -755445.062500 Penalty: 2947.277588
	Iteration 16Q: 3 clusters Score -755445.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -755464.062500 Penalty: 2947.277588
	Iteration 17Q: 3 clusters Score -755464.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -755479.812500 Penalty: 2947.277588
	Iteration 18Q: 3 clusters Score -755479.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -755497.375000 Penalty: 2947.277588
	Iteration 19Q: 3 clusters Score -755497.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -755508.000000 Penalty: 2947.277588
	Iteration 20F: 3 clusters Score -755508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -755521.812500 Penalty: 2947.277588
	Iteration 21Q: 3 clusters Score -755521.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -755530.125000 Penalty: 2947.277588
	Iteration 22Q: 3 clusters Score -755530.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -755538.187500 Penalty: 2947.277588
	Iteration 23Q: 3 clusters Score -755538.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -755544.562500 Penalty: 2947.277588
	Iteration 24Q: 3 clusters Score -755544.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -755550.562500 Penalty: 2947.277588
	Iteration 25Q: 3 clusters Score -755550.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -755555.937500 Penalty: 2947.277588
	Iteration 26Q: 3 clusters Score -755555.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -755565.437500 Penalty: 2947.277588
	Iteration 27Q: 3 clusters Score -755565.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -755575.875000 Penalty: 2947.277588
	Iteration 28Q: 3 clusters Score -755575.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -755587.937500 Penalty: 2947.277588
	Iteration 29Q: 3 clusters Score -755587.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -755596.812500 Penalty: 2947.277588
	Iteration 30Q: 3 clusters Score -755596.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -755610.125000 Penalty: 2947.277588
	Iteration 31Q: 3 clusters Score -755610.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -755616.375000 Penalty: 2947.277588
	Iteration 32Q: 3 clusters Score -755616.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -755628.812500 Penalty: 2947.277588
	Iteration 33Q: 3 clusters Score -755628.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -755636.750000 Penalty: 2947.277588
	Iteration 34Q: 3 clusters Score -755636.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -755647.375000 Penalty: 2947.277588
	Iteration 35Q: 3 clusters Score -755647.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -755660.187500 Penalty: 2947.277588
	Iteration 36Q: 3 clusters Score -755660.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -755671.875000 Penalty: 2947.277588
	Iteration 37Q: 3 clusters Score -755671.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -755682.437500 Penalty: 2947.277588
	Iteration 38Q: 3 clusters Score -755682.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -755693.500000 Penalty: 2947.277588
	Iteration 39Q: 3 clusters Score -755693.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -755704.187500 Penalty: 2947.277588
	Iteration 40F: 3 clusters Score -755704.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -755713.000000 Penalty: 2947.277588
	Iteration 41Q: 3 clusters Score -755713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -755721.125000 Penalty: 2947.277588
	Iteration 42Q: 3 clusters Score -755721.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -755729.312500 Penalty: 2947.277588
	Iteration 43Q: 3 clusters Score -755729.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -755737.375000 Penalty: 2947.277588
	Iteration 44Q: 3 clusters Score -755737.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -755741.437500 Penalty: 2947.277588
	Iteration 45Q: 3 clusters Score -755741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -755745.375000 Penalty: 2947.277588
	Iteration 46Q: 3 clusters Score -755745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -755749.125000 Penalty: 2947.277588
	Iteration 47Q: 3 clusters Score -755749.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -755756.500000 Penalty: 2947.277588
	Iteration 48Q: 3 clusters Score -755756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -755759.875000 Penalty: 2947.277588
	Iteration 49Q: 3 clusters Score -755759.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -755762.250000 Penalty: 2947.277588
	Iteration 50Q: 3 clusters Score -755762.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -755764.937500 Penalty: 2947.277588
	Iteration 51Q: 3 clusters Score -755764.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -755768.812500 Penalty: 2947.277588
	Iteration 52Q: 3 clusters Score -755768.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -755773.687500 Penalty: 2947.277588
	Iteration 53Q: 3 clusters Score -755773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -755779.000000 Penalty: 2947.277588
	Iteration 54Q: 3 clusters Score -755779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -755784.250000 Penalty: 2947.277588
	Iteration 55Q: 3 clusters Score -755784.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -755790.562500 Penalty: 2947.277588
	Iteration 56Q: 3 clusters Score -755790.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -755801.062500 Penalty: 2947.277588
	Iteration 57Q: 3 clusters Score -755801.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -755811.937500 Penalty: 2947.277588
	Iteration 58Q: 3 clusters Score -755811.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -755818.562500 Penalty: 2947.277588
	Iteration 59Q: 3 clusters Score -755818.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -755822.562500 Penalty: 2947.277588
	Iteration 60F: 3 clusters Score -755822.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -755831.500000 Penalty: 2947.277588
	Iteration 61Q: 3 clusters Score -755831.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -755839.062500 Penalty: 2947.277588
	Iteration 62Q: 3 clusters Score -755839.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -755849.375000 Penalty: 2947.277588
	Iteration 63Q: 3 clusters Score -755849.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -755860.125000 Penalty: 2947.277588
	Iteration 64Q: 3 clusters Score -755860.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -755866.625000 Penalty: 2947.277588
	Iteration 65Q: 3 clusters Score -755866.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -755876.000000 Penalty: 2947.277588
	Iteration 66Q: 3 clusters Score -755876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -755883.812500 Penalty: 2947.277588
	Iteration 67Q: 3 clusters Score -755883.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -755897.250000 Penalty: 2947.277588
	Iteration 68Q: 3 clusters Score -755897.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -755906.000000 Penalty: 2947.277588
	Iteration 69Q: 3 clusters Score -755906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -755914.000000 Penalty: 2947.277588
	Iteration 70Q: 3 clusters Score -755914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -755922.000000 Penalty: 2947.277588
	Iteration 71Q: 3 clusters Score -755922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -755927.187500 Penalty: 2947.277588
	Iteration 72Q: 3 clusters Score -755927.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -755931.187500 Penalty: 2947.277588
	Iteration 73Q: 3 clusters Score -755931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -755936.312500 Penalty: 2947.277588
	Iteration 74Q: 3 clusters Score -755936.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -755938.250000 Penalty: 2947.277588
	Iteration 75Q: 3 clusters Score -755938.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -755946.750000 Penalty: 2947.277588
	Iteration 76Q: 3 clusters Score -755946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -755952.875000 Penalty: 2947.277588
	Iteration 77Q: 3 clusters Score -755952.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -755960.687500 Penalty: 2947.277588
	Iteration 78Q: 3 clusters Score -755960.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -755965.875000 Penalty: 2947.277588
	Iteration 79Q: 3 clusters Score -755965.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -755974.312500 Penalty: 2947.277588
	Iteration 80F: 3 clusters Score -755974.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -755980.875000 Penalty: 2947.277588
	Iteration 81Q: 3 clusters Score -755980.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -755985.875000 Penalty: 2947.277588
	Iteration 82Q: 3 clusters Score -755985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -755991.875000 Penalty: 2947.277588
	Iteration 83Q: 3 clusters Score -755991.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -755994.187500 Penalty: 2947.277588
	Iteration 84Q: 3 clusters Score -755994.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -755996.000000 Penalty: 2947.277588
	Iteration 85Q: 3 clusters Score -755996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -755998.187500 Penalty: 2947.277588
	Iteration 86Q: 3 clusters Score -755998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -755998.125000 Penalty: 2947.277588
	Iteration 87Q: 3 clusters Score -755998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -756002.687500 Penalty: 2947.277588
	Iteration 88Q: 3 clusters Score -756002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -756005.937500 Penalty: 2947.277588
	Iteration 89Q: 3 clusters Score -756005.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -756005.437500 Penalty: 2947.277588
	Iteration 90Q: 3 clusters Score -756005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -756005.875000 Penalty: 2947.277588
	Iteration 91Q: 3 clusters Score -756005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -756005.750000 Penalty: 2947.277588
	Iteration 92Q: 3 clusters Score -756005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -756007.437500 Penalty: 2947.277588
	Iteration 93Q: 3 clusters Score -756007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -756006.937500 Penalty: 2947.277588
	Iteration 94Q: 3 clusters Score -756006.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -756008.625000 Penalty: 2947.277588
	Iteration 95Q: 3 clusters Score -756008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -756009.937500 Penalty: 2947.277588
	Iteration 96Q: 3 clusters Score -756009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -756010.312500 Penalty: 2947.277588
	Iteration 97Q: 3 clusters Score -756010.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -756013.000000 Penalty: 2947.277588
	Iteration 98Q: 3 clusters Score -756013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -756014.750000 Penalty: 2947.277588
	Iteration 99Q: 3 clusters Score -756014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -756015.375000 Penalty: 2947.277588
	Iteration 100F: 3 clusters Score -756015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -756021.750000 Penalty: 2947.277588
	Iteration 101Q: 3 clusters Score -756021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -756024.562500 Penalty: 2947.277588
	Iteration 102Q: 3 clusters Score -756024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -756024.750000 Penalty: 2947.277588
	Iteration 103Q: 3 clusters Score -756024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -756026.375000 Penalty: 2947.277588
	Iteration 104Q: 3 clusters Score -756026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -756027.625000 Penalty: 2947.277588
	Iteration 105Q: 3 clusters Score -756027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -756027.625000 Penalty: 2947.277588
	Iteration 106F: 3 clusters Score -756027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Entering Unmasked Estep 
Score: -7239126.000000 Penalty: 1839.578247
	Iteration 0F: 2 clusters Score -7239126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7183861.000000 Penalty: 3679.156494
	Iteration 0F: 3 clusters Score -7183861 nChanged 39304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7206522.500000 Penalty: 3679.156494
	Iteration 1F: 3 clusters Score -7206522 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7207153.500000 Penalty: 3679.156494
	Iteration 2Q: 3 clusters Score -7207154 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -7207914.500000 Penalty: 3679.156494
	Iteration 3Q: 3 clusters Score -7207914 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7208963.500000 Penalty: 3679.156494
	Iteration 4Q: 3 clusters Score -7208964 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7210451.500000 Penalty: 3679.156494
	Iteration 5Q: 3 clusters Score -7210452 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7212312.000000 Penalty: 3679.156494
	Iteration 6Q: 3 clusters Score -7212312 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7214211.000000 Penalty: 3679.156494
	Iteration 7F: 3 clusters Score -7214211 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7216197.000000 Penalty: 3679.156494
	Iteration 8F: 3 clusters Score -7216197 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7218040.000000 Penalty: 3679.156494
	Iteration 9Q: 3 clusters Score -7218040 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7220123.000000 Penalty: 3679.156494
	Iteration 10Q: 3 clusters Score -7220123 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7222229.000000 Penalty: 3679.156494
	Iteration 11Q: 3 clusters Score -7222229 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -7224159.000000 Penalty: 3679.156494
	Iteration 12Q: 3 clusters Score -7224159 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -7225478.000000 Penalty: 3679.156494
	Iteration 13Q: 3 clusters Score -7225478 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7226354.500000 Penalty: 3679.156494
	Iteration 14Q: 3 clusters Score -7226354 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -7227113.000000 Penalty: 3679.156494
	Iteration 15Q: 3 clusters Score -7227113 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7227912.000000 Penalty: 3679.156494
	Iteration 16Q: 3 clusters Score -7227912 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7228818.500000 Penalty: 3679.156494
	Iteration 17Q: 3 clusters Score -7228818 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -7229776.500000 Penalty: 3679.156494
	Iteration 18Q: 3 clusters Score -7229776 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7230537.000000 Penalty: 3679.156494
	Iteration 19Q: 3 clusters Score -7230537 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7231180.000000 Penalty: 3679.156494
	Iteration 20F: 3 clusters Score -7231180 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -7231551.500000 Penalty: 3679.156494
	Iteration 21Q: 3 clusters Score -7231552 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -7231786.000000 Penalty: 3679.156494
	Iteration 22Q: 3 clusters Score -7231786 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7231935.000000 Penalty: 3679.156494
	Iteration 23Q: 3 clusters Score -7231935 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -7231975.500000 Penalty: 3679.156494
	Iteration 24Q: 3 clusters Score -7231976 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7231992.500000 Penalty: 3679.156494
	Iteration 25Q: 3 clusters Score -7231992 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -7232056.500000 Penalty: 3679.156494
	Iteration 26Q: 3 clusters Score -7232056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7232063.500000 Penalty: 3679.156494
	Iteration 27Q: 3 clusters Score -7232064 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -7232050.000000 Penalty: 3679.156494
	Iteration 28Q: 3 clusters Score -7232050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7232037.000000 Penalty: 3679.156494
	Iteration 29Q: 3 clusters Score -7232037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7232048.500000 Penalty: 3679.156494
	Iteration 30Q: 3 clusters Score -7232048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -7232070.500000 Penalty: 3679.156494
	Iteration 31Q: 3 clusters Score -7232070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7232075.000000 Penalty: 3679.156494
	Iteration 32Q: 3 clusters Score -7232075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -7232079.500000 Penalty: 3679.156494
	Iteration 33Q: 3 clusters Score -7232080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7232075.500000 Penalty: 3679.156494
	Iteration 34Q: 3 clusters Score -7232076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -7232072.000000 Penalty: 3679.156494
	Iteration 35Q: 3 clusters Score -7232072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7232066.500000 Penalty: 3679.156494
	Iteration 36Q: 3 clusters Score -7232066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7232066.000000 Penalty: 3679.156494
	Iteration 37Q: 3 clusters Score -7232066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7232070.500000 Penalty: 3679.156494
	Iteration 38Q: 3 clusters Score -7232070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7232064.500000 Penalty: 3679.156494
	Iteration 39Q: 3 clusters Score -7232064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7232059.500000 Penalty: 3679.156494
	Iteration 40F: 3 clusters Score -7232060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7232061.000000 Penalty: 3679.156494
	Iteration 41Q: 3 clusters Score -7232061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7232063.000000 Penalty: 3679.156494
	Iteration 42Q: 3 clusters Score -7232063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7232066.000000 Penalty: 3679.156494
	Iteration 43Q: 3 clusters Score -7232066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7232066.000000 Penalty: 3679.156494
	Iteration 44F: 3 clusters Score -7232066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Entering Unmasked Estep 
Score: -2103317.000000 Penalty: 1656.899780
	Iteration 0F: 2 clusters Score -2103317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2085241.750000 Penalty: 3313.799561
	Iteration 0F: 3 clusters Score -2085242 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2092093.000000 Penalty: 3313.799561
	Iteration 1F: 3 clusters Score -2092093 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2092597.875000 Penalty: 3313.799561
	Iteration 2F: 3 clusters Score -2092598 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2093099.375000 Penalty: 3313.799561
	Iteration 3Q: 3 clusters Score -2093099 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2093613.375000 Penalty: 3313.799561
	Iteration 4Q: 3 clusters Score -2093613 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2094146.625000 Penalty: 3313.799561
	Iteration 5Q: 3 clusters Score -2094147 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2094694.750000 Penalty: 3313.799561
	Iteration 6Q: 3 clusters Score -2094695 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2095236.750000 Penalty: 3313.799561
	Iteration 7Q: 3 clusters Score -2095237 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2095777.250000 Penalty: 3313.799561
	Iteration 8Q: 3 clusters Score -2095777 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2096361.875000 Penalty: 3313.799561
	Iteration 9Q: 3 clusters Score -2096362 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2096942.625000 Penalty: 3313.799561
	Iteration 10Q: 3 clusters Score -2096943 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2097514.500000 Penalty: 3313.799561
	Iteration 11Q: 3 clusters Score -2097514 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2098011.750000 Penalty: 3313.799561
	Iteration 12Q: 3 clusters Score -2098012 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2098371.500000 Penalty: 3313.799561
	Iteration 13Q: 3 clusters Score -2098372 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2098631.750000 Penalty: 3313.799561
	Iteration 14Q: 3 clusters Score -2098632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2098837.750000 Penalty: 3313.799561
	Iteration 15Q: 3 clusters Score -2098838 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2099017.000000 Penalty: 3313.799561
	Iteration 16Q: 3 clusters Score -2099017 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2099188.250000 Penalty: 3313.799561
	Iteration 17Q: 3 clusters Score -2099188 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2099360.000000 Penalty: 3313.799561
	Iteration 18Q: 3 clusters Score -2099360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2099524.250000 Penalty: 3313.799561
	Iteration 19Q: 3 clusters Score -2099524 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2099689.500000 Penalty: 3313.799561
	Iteration 20F: 3 clusters Score -2099690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2099821.000000 Penalty: 3313.799561
	Iteration 21Q: 3 clusters Score -2099821 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2099921.750000 Penalty: 3313.799561
	Iteration 22Q: 3 clusters Score -2099922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2100021.500000 Penalty: 3313.799561
	Iteration 23Q: 3 clusters Score -2100022 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2100100.750000 Penalty: 3313.799561
	Iteration 24Q: 3 clusters Score -2100101 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2100175.000000 Penalty: 3313.799561
	Iteration 25Q: 3 clusters Score -2100175 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2100269.000000 Penalty: 3313.799561
	Iteration 26Q: 3 clusters Score -2100269 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2100357.750000 Penalty: 3313.799561
	Iteration 27Q: 3 clusters Score -2100358 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2100476.000000 Penalty: 3313.799561
	Iteration 28Q: 3 clusters Score -2100476 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2100588.250000 Penalty: 3313.799561
	Iteration 29Q: 3 clusters Score -2100588 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2100703.750000 Penalty: 3313.799561
	Iteration 30Q: 3 clusters Score -2100704 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2100809.250000 Penalty: 3313.799561
	Iteration 31Q: 3 clusters Score -2100809 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2100921.500000 Penalty: 3313.799561
	Iteration 32Q: 3 clusters Score -2100922 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2101007.250000 Penalty: 3313.799561
	Iteration 33Q: 3 clusters Score -2101007 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2101093.000000 Penalty: 3313.799561
	Iteration 34Q: 3 clusters Score -2101093 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2101187.750000 Penalty: 3313.799561
	Iteration 35Q: 3 clusters Score -2101188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2101283.250000 Penalty: 3313.799561
	Iteration 36Q: 3 clusters Score -2101283 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2101385.750000 Penalty: 3313.799561
	Iteration 37Q: 3 clusters Score -2101386 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2101487.000000 Penalty: 3313.799561
	Iteration 38Q: 3 clusters Score -2101487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2101571.500000 Penalty: 3313.799561
	Iteration 39Q: 3 clusters Score -2101572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2101676.500000 Penalty: 3313.799561
	Iteration 40F: 3 clusters Score -2101676 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2101778.500000 Penalty: 3313.799561
	Iteration 41Q: 3 clusters Score -2101778 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2101848.000000 Penalty: 3313.799561
	Iteration 42Q: 3 clusters Score -2101848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2101909.500000 Penalty: 3313.799561
	Iteration 43Q: 3 clusters Score -2101910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2101974.000000 Penalty: 3313.799561
	Iteration 44Q: 3 clusters Score -2101974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2102014.250000 Penalty: 3313.799561
	Iteration 45Q: 3 clusters Score -2102014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2102050.250000 Penalty: 3313.799561
	Iteration 46Q: 3 clusters Score -2102050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2102078.250000 Penalty: 3313.799561
	Iteration 47Q: 3 clusters Score -2102078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2102100.000000 Penalty: 3313.799561
	Iteration 48Q: 3 clusters Score -2102100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2102118.250000 Penalty: 3313.799561
	Iteration 49Q: 3 clusters Score -2102118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2102131.250000 Penalty: 3313.799561
	Iteration 50Q: 3 clusters Score -2102131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2102145.250000 Penalty: 3313.799561
	Iteration 51Q: 3 clusters Score -2102145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2102154.750000 Penalty: 3313.799561
	Iteration 52Q: 3 clusters Score -2102155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2102162.750000 Penalty: 3313.799561
	Iteration 53Q: 3 clusters Score -2102163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2102165.500000 Penalty: 3313.799561
	Iteration 54Q: 3 clusters Score -2102166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2102165.250000 Penalty: 3313.799561
	Iteration 55Q: 3 clusters Score -2102165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2102170.250000 Penalty: 3313.799561
	Iteration 56Q: 3 clusters Score -2102170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2102177.250000 Penalty: 3313.799561
	Iteration 57Q: 3 clusters Score -2102177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2102185.500000 Penalty: 3313.799561
	Iteration 58Q: 3 clusters Score -2102186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2102188.000000 Penalty: 3313.799561
	Iteration 59Q: 3 clusters Score -2102188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2102191.000000 Penalty: 3313.799561
	Iteration 60F: 3 clusters Score -2102191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2102197.250000 Penalty: 3313.799561
	Iteration 61Q: 3 clusters Score -2102197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2102203.500000 Penalty: 3313.799561
	Iteration 62Q: 3 clusters Score -2102204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2102211.250000 Penalty: 3313.799561
	Iteration 63Q: 3 clusters Score -2102211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2102209.750000 Penalty: 3313.799561
	Iteration 64Q: 3 clusters Score -2102210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2102216.000000 Penalty: 3313.799561
	Iteration 65Q: 3 clusters Score -2102216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2102215.750000 Penalty: 3313.799561
	Iteration 66Q: 3 clusters Score -2102216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2102216.000000 Penalty: 3313.799561
	Iteration 67Q: 3 clusters Score -2102216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2102217.250000 Penalty: 3313.799561
	Iteration 68Q: 3 clusters Score -2102217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2102222.500000 Penalty: 3313.799561
	Iteration 69Q: 3 clusters Score -2102222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2102224.750000 Penalty: 3313.799561
	Iteration 70Q: 3 clusters Score -2102225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2102229.500000 Penalty: 3313.799561
	Iteration 71Q: 3 clusters Score -2102230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2102236.250000 Penalty: 3313.799561
	Iteration 72Q: 3 clusters Score -2102236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2102237.250000 Penalty: 3313.799561
	Iteration 73Q: 3 clusters Score -2102237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2102238.250000 Penalty: 3313.799561
	Iteration 74Q: 3 clusters Score -2102238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2102241.750000 Penalty: 3313.799561
	Iteration 75Q: 3 clusters Score -2102242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2102242.000000 Penalty: 3313.799561
	Iteration 76Q: 3 clusters Score -2102242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2102242.250000 Penalty: 3313.799561
	Iteration 77Q: 3 clusters Score -2102242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2102247.750000 Penalty: 3313.799561
	Iteration 78Q: 3 clusters Score -2102248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2102249.250000 Penalty: 3313.799561
	Iteration 79Q: 3 clusters Score -2102249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2102252.000000 Penalty: 3313.799561
	Iteration 80F: 3 clusters Score -2102252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2102252.500000 Penalty: 3313.799561
	Iteration 81Q: 3 clusters Score -2102252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2102255.000000 Penalty: 3313.799561
	Iteration 82Q: 3 clusters Score -2102255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2102256.750000 Penalty: 3313.799561
	Iteration 83Q: 3 clusters Score -2102257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2102256.500000 Penalty: 3313.799561
	Iteration 84Q: 3 clusters Score -2102256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2102259.000000 Penalty: 3313.799561
	Iteration 85Q: 3 clusters Score -2102259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2102259.000000 Penalty: 3313.799561
	Iteration 86F: 3 clusters Score -2102259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Entering Unmasked Estep 
Score: -15919343.000000 Penalty: 1961.741455
	Iteration 0F: 2 clusters Score -1.591934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -15801799.000000 Penalty: 3923.482910
	Iteration 0F: 3 clusters Score -1.58018e+07 nChanged 84677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -15851360.000000 Penalty: 3923.482910
	Iteration 1F: 3 clusters Score -1.585136e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -15852614.000000 Penalty: 3923.482910
	Iteration 2Q: 3 clusters Score -1.585261e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -15855028.000000 Penalty: 3923.482910
	Iteration 3Q: 3 clusters Score -1.585503e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -15859305.000000 Penalty: 3923.482910
	Iteration 4Q: 3 clusters Score -1.58593e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 117690 members 
Entering Unmasked Estep 
Score: -15866819.000000 Penalty: 3923.482910
	Iteration 5F: 3 clusters Score -1.586682e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 131166 members 
Entering Unmasked Estep 
Score: -15878249.000000 Penalty: 3923.482910
	Iteration 6F: 3 clusters Score -1.587825e+07 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -15891198.000000 Penalty: 3923.482910
	Iteration 7F: 3 clusters Score -1.58912e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -15902318.000000 Penalty: 3923.482910
	Iteration 8F: 3 clusters Score -1.590232e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -15909788.000000 Penalty: 3923.482910
	Iteration 9Q: 3 clusters Score -1.590979e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 168676 members 
Entering Unmasked Estep 
Score: -15913939.000000 Penalty: 3923.482910
	Iteration 10Q: 3 clusters Score -1.591394e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -15915949.000000 Penalty: 3923.482910
	Iteration 11Q: 3 clusters Score -1.591595e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 172086 members 
Entering Unmasked Estep 
Score: -15916963.000000 Penalty: 3923.482910
	Iteration 12Q: 3 clusters Score -1.591696e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -15917475.000000 Penalty: 3923.482910
	Iteration 13Q: 3 clusters Score -1.591748e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -15917764.000000 Penalty: 3923.482910
	Iteration 14Q: 3 clusters Score -1.591776e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 173302 members 
Entering Unmasked Estep 
Score: -15917946.000000 Penalty: 3923.482910
	Iteration 15Q: 3 clusters Score -1.591795e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -15918104.000000 Penalty: 3923.482910
	Iteration 16Q: 3 clusters Score -1.59181e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -15918132.000000 Penalty: 3923.482910
	Iteration 17Q: 3 clusters Score -1.591813e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -15918150.000000 Penalty: 3923.482910
	Iteration 18Q: 3 clusters Score -1.591815e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 173679 members 
Entering Unmasked Estep 
Score: -15918170.000000 Penalty: 3923.482910
	Iteration 19Q: 3 clusters Score -1.591817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -15918180.000000 Penalty: 3923.482910
	Iteration 20F: 3 clusters Score -1.591818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -15918193.000000 Penalty: 3923.482910
	Iteration 21Q: 3 clusters Score -1.591819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 173749 members 
Entering Unmasked Estep 
Score: -15918194.000000 Penalty: 3923.482910
	Iteration 22Q: 3 clusters Score -1.591819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -15918209.000000 Penalty: 3923.482910
	Iteration 23Q: 3 clusters Score -1.591821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -15918201.000000 Penalty: 3923.482910
	Iteration 24Q: 3 clusters Score -1.59182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 173772 members 
Entering Unmasked Estep 
Score: -15918213.000000 Penalty: 3923.482910
	Iteration 25Q: 3 clusters Score -1.591821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 173777 members 
Entering Unmasked Estep 
Score: -15918210.000000 Penalty: 3923.482910
	Iteration 26Q: 3 clusters Score -1.591821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 173781 members 
Entering Unmasked Estep 
Score: -15918215.000000 Penalty: 3923.482910
	Iteration 27Q: 3 clusters Score -1.591822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 173785 members 
Entering Unmasked Estep 
Score: -15918212.000000 Penalty: 3923.482910
	Iteration 28Q: 3 clusters Score -1.591821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 173785 members 
Entering Unmasked Estep 
Score: -15918209.000000 Penalty: 3923.482910
	Iteration 29Q: 3 clusters Score -1.591821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 173787 members 
Entering Unmasked Estep 
Score: -15918219.000000 Penalty: 3923.482910
	Iteration 30Q: 3 clusters Score -1.591822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -15918207.000000 Penalty: 3923.482910
	Iteration 31Q: 3 clusters Score -1.591821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 173791 members 
Entering Unmasked Estep 
Score: -15918208.000000 Penalty: 3923.482910
	Iteration 32Q: 3 clusters Score -1.591821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -15918198.000000 Penalty: 3923.482910
	Iteration 33Q: 3 clusters Score -1.59182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -15918214.000000 Penalty: 3923.482910
	Iteration 34Q: 3 clusters Score -1.591821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 173805 members 
Entering Unmasked Estep 
Score: -15918213.000000 Penalty: 3923.482910
	Iteration 35Q: 3 clusters Score -1.591821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -15918218.000000 Penalty: 3923.482910
	Iteration 36Q: 3 clusters Score -1.591822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -15918213.000000 Penalty: 3923.482910
	Iteration 37Q: 3 clusters Score -1.591821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 173809 members 
Entering Unmasked Estep 
Score: -15918210.000000 Penalty: 3923.482910
	Iteration 38Q: 3 clusters Score -1.591821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 173809 members 
Entering Unmasked Estep 
Score: -15918210.000000 Penalty: 3923.482910
	Iteration 39F: 3 clusters Score -1.591821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -969941.875000 Penalty: 1521.692627
	Iteration 0F: 2 clusters Score -969941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -961684.375000 Penalty: 3043.385254
	Iteration 0F: 3 clusters Score -961684.4 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -964679.312500 Penalty: 3043.385254
	Iteration 1F: 3 clusters Score -964679.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -965243.437500 Penalty: 3043.385254
	Iteration 2F: 3 clusters Score -965243.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -965854.062500 Penalty: 3043.385254
	Iteration 3F: 3 clusters Score -965854.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -966437.687500 Penalty: 3043.385254
	Iteration 4F: 3 clusters Score -966437.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -966912.812500 Penalty: 3043.385254
	Iteration 5F: 3 clusters Score -966912.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -967316.687500 Penalty: 3043.385254
	Iteration 6F: 3 clusters Score -967316.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -967663.000000 Penalty: 3043.385254
	Iteration 7Q: 3 clusters Score -967663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -967924.750000 Penalty: 3043.385254
	Iteration 8Q: 3 clusters Score -967924.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -968093.500000 Penalty: 3043.385254
	Iteration 9Q: 3 clusters Score -968093.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -968211.187500 Penalty: 3043.385254
	Iteration 10Q: 3 clusters Score -968211.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -968295.125000 Penalty: 3043.385254
	Iteration 11Q: 3 clusters Score -968295.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -968359.937500 Penalty: 3043.385254
	Iteration 12Q: 3 clusters Score -968359.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -968417.062500 Penalty: 3043.385254
	Iteration 13Q: 3 clusters Score -968417.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -968472.750000 Penalty: 3043.385254
	Iteration 14Q: 3 clusters Score -968472.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -968530.500000 Penalty: 3043.385254
	Iteration 15Q: 3 clusters Score -968530.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -968585.500000 Penalty: 3043.385254
	Iteration 16Q: 3 clusters Score -968585.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -968632.812500 Penalty: 3043.385254
	Iteration 17Q: 3 clusters Score -968632.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -968685.625000 Penalty: 3043.385254
	Iteration 18Q: 3 clusters Score -968685.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -968724.812500 Penalty: 3043.385254
	Iteration 19Q: 3 clusters Score -968724.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -968762.812500 Penalty: 3043.385254
	Iteration 20F: 3 clusters Score -968762.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -968801.875000 Penalty: 3043.385254
	Iteration 21Q: 3 clusters Score -968801.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -968851.937500 Penalty: 3043.385254
	Iteration 22Q: 3 clusters Score -968851.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -968888.375000 Penalty: 3043.385254
	Iteration 23Q: 3 clusters Score -968888.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -968920.937500 Penalty: 3043.385254
	Iteration 24Q: 3 clusters Score -968920.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -968954.437500 Penalty: 3043.385254
	Iteration 25Q: 3 clusters Score -968954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -968983.437500 Penalty: 3043.385254
	Iteration 26Q: 3 clusters Score -968983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -969012.187500 Penalty: 3043.385254
	Iteration 27Q: 3 clusters Score -969012.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -969053.187500 Penalty: 3043.385254
	Iteration 28Q: 3 clusters Score -969053.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -969094.437500 Penalty: 3043.385254
	Iteration 29Q: 3 clusters Score -969094.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -969123.062500 Penalty: 3043.385254
	Iteration 30Q: 3 clusters Score -969123.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -969152.000000 Penalty: 3043.385254
	Iteration 31Q: 3 clusters Score -969152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -969188.375000 Penalty: 3043.385254
	Iteration 32Q: 3 clusters Score -969188.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -969209.687500 Penalty: 3043.385254
	Iteration 33Q: 3 clusters Score -969209.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -969223.312500 Penalty: 3043.385254
	Iteration 34Q: 3 clusters Score -969223.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -969233.937500 Penalty: 3043.385254
	Iteration 35Q: 3 clusters Score -969233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -969236.187500 Penalty: 3043.385254
	Iteration 36Q: 3 clusters Score -969236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -969239.187500 Penalty: 3043.385254
	Iteration 37Q: 3 clusters Score -969239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -969239.000000 Penalty: 3043.385254
	Iteration 38Q: 3 clusters Score -969239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -969240.812500 Penalty: 3043.385254
	Iteration 39Q: 3 clusters Score -969240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -969241.625000 Penalty: 3043.385254
	Iteration 40F: 3 clusters Score -969241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -969242.562500 Penalty: 3043.385254
	Iteration 41Q: 3 clusters Score -969242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -969242.500000 Penalty: 3043.385254
	Iteration 42Q: 3 clusters Score -969242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -969242.500000 Penalty: 3043.385254
	Iteration 43F: 3 clusters Score -969242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Entering Unmasked Estep 
Score: -2683917.500000 Penalty: 1678.507690
	Iteration 0F: 2 clusters Score -2683918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2663385.000000 Penalty: 3357.015381
	Iteration 0F: 3 clusters Score -2663385 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2671115.750000 Penalty: 3357.015381
	Iteration 1F: 3 clusters Score -2671116 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2671522.750000 Penalty: 3357.015381
	Iteration 2Q: 3 clusters Score -2671523 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2671968.000000 Penalty: 3357.015381
	Iteration 3Q: 3 clusters Score -2671968 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2672438.500000 Penalty: 3357.015381
	Iteration 4Q: 3 clusters Score -2672438 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2673009.250000 Penalty: 3357.015381
	Iteration 5Q: 3 clusters Score -2673009 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2673754.750000 Penalty: 3357.015381
	Iteration 6Q: 3 clusters Score -2673755 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2674642.750000 Penalty: 3357.015381
	Iteration 7Q: 3 clusters Score -2674643 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2675805.000000 Penalty: 3357.015381
	Iteration 8F: 3 clusters Score -2675805 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2677138.000000 Penalty: 3357.015381
	Iteration 9F: 3 clusters Score -2677138 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2678565.250000 Penalty: 3357.015381
	Iteration 10F: 3 clusters Score -2678565 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2679812.000000 Penalty: 3357.015381
	Iteration 11F: 3 clusters Score -2679812 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2680753.250000 Penalty: 3357.015381
	Iteration 12Q: 3 clusters Score -2680753 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2681402.750000 Penalty: 3357.015381
	Iteration 13Q: 3 clusters Score -2681403 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2681808.000000 Penalty: 3357.015381
	Iteration 14Q: 3 clusters Score -2681808 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2682054.750000 Penalty: 3357.015381
	Iteration 15Q: 3 clusters Score -2682055 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2682195.250000 Penalty: 3357.015381
	Iteration 16Q: 3 clusters Score -2682195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2682286.750000 Penalty: 3357.015381
	Iteration 17Q: 3 clusters Score -2682287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2682348.250000 Penalty: 3357.015381
	Iteration 18Q: 3 clusters Score -2682348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2682383.750000 Penalty: 3357.015381
	Iteration 19Q: 3 clusters Score -2682384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2682417.250000 Penalty: 3357.015381
	Iteration 20F: 3 clusters Score -2682417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2682439.250000 Penalty: 3357.015381
	Iteration 21Q: 3 clusters Score -2682439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2682454.750000 Penalty: 3357.015381
	Iteration 22Q: 3 clusters Score -2682455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2682462.500000 Penalty: 3357.015381
	Iteration 23Q: 3 clusters Score -2682462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2682466.750000 Penalty: 3357.015381
	Iteration 24Q: 3 clusters Score -2682467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2682475.500000 Penalty: 3357.015381
	Iteration 25Q: 3 clusters Score -2682476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2682478.750000 Penalty: 3357.015381
	Iteration 26Q: 3 clusters Score -2682479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2682480.250000 Penalty: 3357.015381
	Iteration 27Q: 3 clusters Score -2682480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2682484.500000 Penalty: 3357.015381
	Iteration 28Q: 3 clusters Score -2682484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2682484.250000 Penalty: 3357.015381
	Iteration 29Q: 3 clusters Score -2682484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2682488.500000 Penalty: 3357.015381
	Iteration 30Q: 3 clusters Score -2682488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2682486.250000 Penalty: 3357.015381
	Iteration 31Q: 3 clusters Score -2682486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2682492.000000 Penalty: 3357.015381
	Iteration 32Q: 3 clusters Score -2682492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2682496.000000 Penalty: 3357.015381
	Iteration 33Q: 3 clusters Score -2682496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2682496.750000 Penalty: 3357.015381
	Iteration 34Q: 3 clusters Score -2682497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2682497.000000 Penalty: 3357.015381
	Iteration 35Q: 3 clusters Score -2682497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2682496.750000 Penalty: 3357.015381
	Iteration 36Q: 3 clusters Score -2682497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2682497.750000 Penalty: 3357.015381
	Iteration 37Q: 3 clusters Score -2682498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2682496.750000 Penalty: 3357.015381
	Iteration 38Q: 3 clusters Score -2682497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2682496.750000 Penalty: 3357.015381
	Iteration 39F: 3 clusters Score -2682497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -60132.109375 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -60132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58836.546875 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -58836.55 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59248.804688 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -59248.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59635.820312 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -59635.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59897.984375 Penalty: 2211.139160
	Iteration 3F: 3 clusters Score -59897.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60077.539062 Penalty: 2211.139160
	Iteration 4F: 3 clusters Score -60077.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60216.812500 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -60216.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60307.296875 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -60307.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60342.722656 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -60342.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60365.015625 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -60365.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60388.652344 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -60388.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60394.515625 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -60394.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60399.933594 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -60399.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60399.933594 Penalty: 2211.139160
	Iteration 12F: 3 clusters Score -60399.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 94551 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 174950 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 157565 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 78890 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 11000 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 3782 members 
Mstep: Class 25 contains 37856 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 407 members 
Entering Unmasked Estep 
Score: -76307144.000000 Penalty: 73493.570312
Splitting cluster 10 changes total score from -76307496.000000 to -76307144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Entering Unmasked Estep 
Score: -1901370.625000 Penalty: 1621.000732
	Iteration 0F: 2 clusters Score -1901371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1886708.375000 Penalty: 3242.001465
	Iteration 0F: 3 clusters Score -1886708 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1892030.625000 Penalty: 3242.001465
	Iteration 1F: 3 clusters Score -1892031 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1892348.375000 Penalty: 3242.001465
	Iteration 2Q: 3 clusters Score -1892348 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1892612.500000 Penalty: 3242.001465
	Iteration 3Q: 3 clusters Score -1892612 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1892881.375000 Penalty: 3242.001465
	Iteration 4Q: 3 clusters Score -1892881 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1893182.375000 Penalty: 3242.001465
	Iteration 5Q: 3 clusters Score -1893182 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1893543.750000 Penalty: 3242.001465
	Iteration 6Q: 3 clusters Score -1893544 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1893976.500000 Penalty: 3242.001465
	Iteration 7Q: 3 clusters Score -1893976 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1894482.750000 Penalty: 3242.001465
	Iteration 8Q: 3 clusters Score -1894483 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1895062.375000 Penalty: 3242.001465
	Iteration 9Q: 3 clusters Score -1895062 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1895716.750000 Penalty: 3242.001465
	Iteration 10Q: 3 clusters Score -1895717 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1896423.875000 Penalty: 3242.001465
	Iteration 11Q: 3 clusters Score -1896424 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1897069.625000 Penalty: 3242.001465
	Iteration 12Q: 3 clusters Score -1897070 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1897556.250000 Penalty: 3242.001465
	Iteration 13Q: 3 clusters Score -1897556 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1897844.250000 Penalty: 3242.001465
	Iteration 14Q: 3 clusters Score -1897844 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1898031.625000 Penalty: 3242.001465
	Iteration 15Q: 3 clusters Score -1898032 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1898169.500000 Penalty: 3242.001465
	Iteration 16Q: 3 clusters Score -1898170 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1898284.875000 Penalty: 3242.001465
	Iteration 17Q: 3 clusters Score -1898285 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1898389.250000 Penalty: 3242.001465
	Iteration 18Q: 3 clusters Score -1898389 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1898490.000000 Penalty: 3242.001465
	Iteration 19Q: 3 clusters Score -1898490 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1898595.875000 Penalty: 3242.001465
	Iteration 20F: 3 clusters Score -1898596 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1898675.000000 Penalty: 3242.001465
	Iteration 21Q: 3 clusters Score -1898675 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1898769.625000 Penalty: 3242.001465
	Iteration 22Q: 3 clusters Score -1898770 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1898867.000000 Penalty: 3242.001465
	Iteration 23Q: 3 clusters Score -1898867 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1898961.750000 Penalty: 3242.001465
	Iteration 24Q: 3 clusters Score -1898962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1899063.750000 Penalty: 3242.001465
	Iteration 25Q: 3 clusters Score -1899064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1899172.750000 Penalty: 3242.001465
	Iteration 26Q: 3 clusters Score -1899173 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1899295.125000 Penalty: 3242.001465
	Iteration 27Q: 3 clusters Score -1899295 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1899387.375000 Penalty: 3242.001465
	Iteration 28Q: 3 clusters Score -1899387 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1899466.125000 Penalty: 3242.001465
	Iteration 29Q: 3 clusters Score -1899466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1899547.125000 Penalty: 3242.001465
	Iteration 30Q: 3 clusters Score -1899547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1899624.750000 Penalty: 3242.001465
	Iteration 31Q: 3 clusters Score -1899625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1899676.500000 Penalty: 3242.001465
	Iteration 32Q: 3 clusters Score -1899676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1899722.250000 Penalty: 3242.001465
	Iteration 33Q: 3 clusters Score -1899722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1899765.125000 Penalty: 3242.001465
	Iteration 34Q: 3 clusters Score -1899765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1899785.000000 Penalty: 3242.001465
	Iteration 35Q: 3 clusters Score -1899785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1899810.250000 Penalty: 3242.001465
	Iteration 36Q: 3 clusters Score -1899810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1899829.000000 Penalty: 3242.001465
	Iteration 37Q: 3 clusters Score -1899829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1899845.375000 Penalty: 3242.001465
	Iteration 38Q: 3 clusters Score -1899845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1899854.000000 Penalty: 3242.001465
	Iteration 39Q: 3 clusters Score -1899854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1899862.000000 Penalty: 3242.001465
	Iteration 40F: 3 clusters Score -1899862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1899869.500000 Penalty: 3242.001465
	Iteration 41Q: 3 clusters Score -1899870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1899874.250000 Penalty: 3242.001465
	Iteration 42Q: 3 clusters Score -1899874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1899885.625000 Penalty: 3242.001465
	Iteration 43Q: 3 clusters Score -1899886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1899888.375000 Penalty: 3242.001465
	Iteration 44Q: 3 clusters Score -1899888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1899888.750000 Penalty: 3242.001465
	Iteration 45Q: 3 clusters Score -1899889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1899885.375000 Penalty: 3242.001465
	Iteration 46Q: 3 clusters Score -1899885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1899886.875000 Penalty: 3242.001465
	Iteration 47Q: 3 clusters Score -1899887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1899889.000000 Penalty: 3242.001465
	Iteration 48Q: 3 clusters Score -1899889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1899890.125000 Penalty: 3242.001465
	Iteration 49Q: 3 clusters Score -1899890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1899894.250000 Penalty: 3242.001465
	Iteration 50Q: 3 clusters Score -1899894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1899895.625000 Penalty: 3242.001465
	Iteration 51Q: 3 clusters Score -1899896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1899905.750000 Penalty: 3242.001465
	Iteration 52Q: 3 clusters Score -1899906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1899904.125000 Penalty: 3242.001465
	Iteration 53Q: 3 clusters Score -1899904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1899910.750000 Penalty: 3242.001465
	Iteration 54Q: 3 clusters Score -1899911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1899911.000000 Penalty: 3242.001465
	Iteration 55Q: 3 clusters Score -1899911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1899912.625000 Penalty: 3242.001465
	Iteration 56Q: 3 clusters Score -1899913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1899917.000000 Penalty: 3242.001465
	Iteration 57Q: 3 clusters Score -1899917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1899917.625000 Penalty: 3242.001465
	Iteration 58Q: 3 clusters Score -1899918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1899920.750000 Penalty: 3242.001465
	Iteration 59Q: 3 clusters Score -1899921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1899920.375000 Penalty: 3242.001465
	Iteration 60F: 3 clusters Score -1899920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1899920.375000 Penalty: 3242.001465
	Iteration 61Q: 3 clusters Score -1899920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1899918.750000 Penalty: 3242.001465
	Iteration 62Q: 3 clusters Score -1899919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1899917.750000 Penalty: 3242.001465
	Iteration 63Q: 3 clusters Score -1899918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1899917.000000 Penalty: 3242.001465
	Iteration 64Q: 3 clusters Score -1899917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1899917.250000 Penalty: 3242.001465
	Iteration 65Q: 3 clusters Score -1899917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1899917.250000 Penalty: 3242.001465
	Iteration 66F: 3 clusters Score -1899917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (157565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Entering Unmasked Estep 
Score: -13879084.000000 Penalty: 1944.733887
	Iteration 0F: 2 clusters Score -1.387908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -13773234.000000 Penalty: 3889.467773
	Iteration 0F: 3 clusters Score -1.377323e+07 nChanged 76052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -13820065.000000 Penalty: 3889.467773
	Iteration 1F: 3 clusters Score -1.382006e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -13821965.000000 Penalty: 3889.467773
	Iteration 2Q: 3 clusters Score -1.382196e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -13824376.000000 Penalty: 3889.467773
	Iteration 3Q: 3 clusters Score -1.382438e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -13827337.000000 Penalty: 3889.467773
	Iteration 4Q: 3 clusters Score -1.382734e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -13831166.000000 Penalty: 3889.467773
	Iteration 5Q: 3 clusters Score -1.383117e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -13836807.000000 Penalty: 3889.467773
	Iteration 6F: 3 clusters Score -1.383681e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -13843896.000000 Penalty: 3889.467773
	Iteration 7F: 3 clusters Score -1.38439e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 95479 members 
Entering Unmasked Estep 
Score: -13850537.000000 Penalty: 3889.467773
	Iteration 8F: 3 clusters Score -1.385054e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -13854484.000000 Penalty: 3889.467773
	Iteration 9Q: 3 clusters Score -1.385448e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -13856253.000000 Penalty: 3889.467773
	Iteration 10Q: 3 clusters Score -1.385625e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -13857333.000000 Penalty: 3889.467773
	Iteration 11Q: 3 clusters Score -1.385733e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -13858141.000000 Penalty: 3889.467773
	Iteration 12Q: 3 clusters Score -1.385814e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -13858993.000000 Penalty: 3889.467773
	Iteration 13Q: 3 clusters Score -1.385899e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -13859857.000000 Penalty: 3889.467773
	Iteration 14Q: 3 clusters Score -1.385986e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -13860771.000000 Penalty: 3889.467773
	Iteration 15Q: 3 clusters Score -1.386077e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -13861716.000000 Penalty: 3889.467773
	Iteration 16Q: 3 clusters Score -1.386172e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13862704.000000 Penalty: 3889.467773
	Iteration 17Q: 3 clusters Score -1.38627e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -13863733.000000 Penalty: 3889.467773
	Iteration 18Q: 3 clusters Score -1.386373e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -13864870.000000 Penalty: 3889.467773
	Iteration 19Q: 3 clusters Score -1.386487e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -13865999.000000 Penalty: 3889.467773
	Iteration 20F: 3 clusters Score -1.3866e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -13867159.000000 Penalty: 3889.467773
	Iteration 21Q: 3 clusters Score -1.386716e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -13868271.000000 Penalty: 3889.467773
	Iteration 22Q: 3 clusters Score -1.386827e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -13869343.000000 Penalty: 3889.467773
	Iteration 23Q: 3 clusters Score -1.386934e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 132090 members 
Entering Unmasked Estep 
Score: -13870255.000000 Penalty: 3889.467773
	Iteration 24Q: 3 clusters Score -1.387026e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -13871137.000000 Penalty: 3889.467773
	Iteration 25Q: 3 clusters Score -1.387114e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 136310 members 
Entering Unmasked Estep 
Score: -13871882.000000 Penalty: 3889.467773
	Iteration 26Q: 3 clusters Score -1.387188e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -13872689.000000 Penalty: 3889.467773
	Iteration 27Q: 3 clusters Score -1.387269e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 139953 members 
Entering Unmasked Estep 
Score: -13873222.000000 Penalty: 3889.467773
	Iteration 28Q: 3 clusters Score -1.387322e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 141562 members 
Entering Unmasked Estep 
Score: -13873913.000000 Penalty: 3889.467773
	Iteration 29Q: 3 clusters Score -1.387391e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -13874500.000000 Penalty: 3889.467773
	Iteration 30Q: 3 clusters Score -1.38745e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -13875025.000000 Penalty: 3889.467773
	Iteration 31Q: 3 clusters Score -1.387502e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -13875528.000000 Penalty: 3889.467773
	Iteration 32Q: 3 clusters Score -1.387553e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -13876036.000000 Penalty: 3889.467773
	Iteration 33Q: 3 clusters Score -1.387604e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -13876450.000000 Penalty: 3889.467773
	Iteration 34Q: 3 clusters Score -1.387645e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -13876848.000000 Penalty: 3889.467773
	Iteration 35Q: 3 clusters Score -1.387685e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -13877241.000000 Penalty: 3889.467773
	Iteration 36Q: 3 clusters Score -1.387724e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 150425 members 
Entering Unmasked Estep 
Score: -13877771.000000 Penalty: 3889.467773
	Iteration 37Q: 3 clusters Score -1.387777e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -13878206.000000 Penalty: 3889.467773
	Iteration 38Q: 3 clusters Score -1.387821e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 151420 members 
Entering Unmasked Estep 
Score: -13878568.000000 Penalty: 3889.467773
	Iteration 39Q: 3 clusters Score -1.387857e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -13878715.000000 Penalty: 3889.467773
	Iteration 40F: 3 clusters Score -1.387872e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 151889 members 
Entering Unmasked Estep 
Score: -13878753.000000 Penalty: 3889.467773
	Iteration 41Q: 3 clusters Score -1.387875e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -13878814.000000 Penalty: 3889.467773
	Iteration 42Q: 3 clusters Score -1.387881e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 152102 members 
Entering Unmasked Estep 
Score: -13878840.000000 Penalty: 3889.467773
	Iteration 43Q: 3 clusters Score -1.387884e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -13878857.000000 Penalty: 3889.467773
	Iteration 44Q: 3 clusters Score -1.387886e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 152244 members 
Entering Unmasked Estep 
Score: -13878857.000000 Penalty: 3889.467773
	Iteration 45Q: 3 clusters Score -1.387886e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -13878869.000000 Penalty: 3889.467773
	Iteration 46Q: 3 clusters Score -1.387887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -13878882.000000 Penalty: 3889.467773
	Iteration 47Q: 3 clusters Score -1.387888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -13878886.000000 Penalty: 3889.467773
	Iteration 48Q: 3 clusters Score -1.387889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -13878900.000000 Penalty: 3889.467773
	Iteration 49Q: 3 clusters Score -1.38789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -13878909.000000 Penalty: 3889.467773
	Iteration 50Q: 3 clusters Score -1.387891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -13878903.000000 Penalty: 3889.467773
	Iteration 51Q: 3 clusters Score -1.38789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -13878909.000000 Penalty: 3889.467773
	Iteration 52Q: 3 clusters Score -1.387891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -13878912.000000 Penalty: 3889.467773
	Iteration 53Q: 3 clusters Score -1.387891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -13878904.000000 Penalty: 3889.467773
	Iteration 54Q: 3 clusters Score -1.38789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -13878902.000000 Penalty: 3889.467773
	Iteration 55Q: 3 clusters Score -1.38789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -13878902.000000 Penalty: 3889.467773
	Iteration 56Q: 3 clusters Score -1.38789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -13878898.000000 Penalty: 3889.467773
	Iteration 57Q: 3 clusters Score -1.38789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -13878894.000000 Penalty: 3889.467773
	Iteration 58Q: 3 clusters Score -1.387889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -13878913.000000 Penalty: 3889.467773
	Iteration 59Q: 3 clusters Score -1.387891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -13878913.000000 Penalty: 3889.467773
	Iteration 60F: 3 clusters Score -1.387891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -178839.546875 Penalty: 1246.596191
	Iteration 0F: 2 clusters Score -178839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176678.859375 Penalty: 2493.192383
	Iteration 0F: 3 clusters Score -176678.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -177214.109375 Penalty: 2493.192383
	Iteration 1F: 3 clusters Score -177214.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -177404.046875 Penalty: 2493.192383
	Iteration 2F: 3 clusters Score -177404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -177523.078125 Penalty: 2493.192383
	Iteration 3F: 3 clusters Score -177523.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -177616.421875 Penalty: 2493.192383
	Iteration 4F: 3 clusters Score -177616.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -177694.703125 Penalty: 2493.192383
	Iteration 5Q: 3 clusters Score -177694.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -177759.140625 Penalty: 2493.192383
	Iteration 6Q: 3 clusters Score -177759.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177810.734375 Penalty: 2493.192383
	Iteration 7Q: 3 clusters Score -177810.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -177868.156250 Penalty: 2493.192383
	Iteration 8Q: 3 clusters Score -177868.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -177900.921875 Penalty: 2493.192383
	Iteration 9Q: 3 clusters Score -177900.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -177916.875000 Penalty: 2493.192383
	Iteration 10Q: 3 clusters Score -177916.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -177931.078125 Penalty: 2493.192383
	Iteration 11Q: 3 clusters Score -177931.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -177941.609375 Penalty: 2493.192383
	Iteration 12Q: 3 clusters Score -177941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -177950.218750 Penalty: 2493.192383
	Iteration 13Q: 3 clusters Score -177950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -177956.093750 Penalty: 2493.192383
	Iteration 14Q: 3 clusters Score -177956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -177960.984375 Penalty: 2493.192383
	Iteration 15Q: 3 clusters Score -177961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177963.359375 Penalty: 2493.192383
	Iteration 16Q: 3 clusters Score -177963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177964.343750 Penalty: 2493.192383
	Iteration 17Q: 3 clusters Score -177964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177965.750000 Penalty: 2493.192383
	Iteration 18Q: 3 clusters Score -177965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -177966.312500 Penalty: 2493.192383
	Iteration 19Q: 3 clusters Score -177966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -177967.703125 Penalty: 2493.192383
	Iteration 20F: 3 clusters Score -177967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -177969.578125 Penalty: 2493.192383
	Iteration 21Q: 3 clusters Score -177969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -177970.734375 Penalty: 2493.192383
	Iteration 22Q: 3 clusters Score -177970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -177971.437500 Penalty: 2493.192383
	Iteration 23Q: 3 clusters Score -177971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -177973.234375 Penalty: 2493.192383
	Iteration 24Q: 3 clusters Score -177973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -177974.078125 Penalty: 2493.192383
	Iteration 25Q: 3 clusters Score -177974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -177974.750000 Penalty: 2493.192383
	Iteration 26Q: 3 clusters Score -177974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -177976.281250 Penalty: 2493.192383
	Iteration 27Q: 3 clusters Score -177976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -177979.828125 Penalty: 2493.192383
	Iteration 28Q: 3 clusters Score -177979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -177982.937500 Penalty: 2493.192383
	Iteration 29Q: 3 clusters Score -177982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -177983.062500 Penalty: 2493.192383
	Iteration 30Q: 3 clusters Score -177983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -177983.734375 Penalty: 2493.192383
	Iteration 31Q: 3 clusters Score -177983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -177984.687500 Penalty: 2493.192383
	Iteration 32Q: 3 clusters Score -177984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -177984.687500 Penalty: 2493.192383
	Iteration 33F: 3 clusters Score -177984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Entering Unmasked Estep 
Score: -1038135.562500 Penalty: 1527.050659
	Iteration 0F: 2 clusters Score -1038136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1029748.250000 Penalty: 3054.101318
	Iteration 0F: 3 clusters Score -1029748 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1032476.812500 Penalty: 3054.101318
	Iteration 1F: 3 clusters Score -1032477 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1032695.750000 Penalty: 3054.101318
	Iteration 2F: 3 clusters Score -1032696 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1032854.375000 Penalty: 3054.101318
	Iteration 3Q: 3 clusters Score -1032854 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1033004.937500 Penalty: 3054.101318
	Iteration 4Q: 3 clusters Score -1033005 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1033139.187500 Penalty: 3054.101318
	Iteration 5Q: 3 clusters Score -1033139 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1033283.250000 Penalty: 3054.101318
	Iteration 6Q: 3 clusters Score -1033283 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1033429.625000 Penalty: 3054.101318
	Iteration 7Q: 3 clusters Score -1033430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1033624.187500 Penalty: 3054.101318
	Iteration 8Q: 3 clusters Score -1033624 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1033899.687500 Penalty: 3054.101318
	Iteration 9Q: 3 clusters Score -1033900 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1034246.687500 Penalty: 3054.101318
	Iteration 10F: 3 clusters Score -1034247 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1034680.312500 Penalty: 3054.101318
	Iteration 11F: 3 clusters Score -1034680 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1035174.187500 Penalty: 3054.101318
	Iteration 12F: 3 clusters Score -1035174 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1035626.625000 Penalty: 3054.101318
	Iteration 13F: 3 clusters Score -1035627 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1035986.312500 Penalty: 3054.101318
	Iteration 14Q: 3 clusters Score -1035986 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1036240.187500 Penalty: 3054.101318
	Iteration 15Q: 3 clusters Score -1036240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1036432.125000 Penalty: 3054.101318
	Iteration 16Q: 3 clusters Score -1036432 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1036562.562500 Penalty: 3054.101318
	Iteration 17Q: 3 clusters Score -1036563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1036654.562500 Penalty: 3054.101318
	Iteration 18Q: 3 clusters Score -1036655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1036720.125000 Penalty: 3054.101318
	Iteration 19Q: 3 clusters Score -1036720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1036754.125000 Penalty: 3054.101318
	Iteration 20F: 3 clusters Score -1036754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1036779.375000 Penalty: 3054.101318
	Iteration 21Q: 3 clusters Score -1036779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1036798.437500 Penalty: 3054.101318
	Iteration 22Q: 3 clusters Score -1036798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1036815.812500 Penalty: 3054.101318
	Iteration 23Q: 3 clusters Score -1036816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1036827.000000 Penalty: 3054.101318
	Iteration 24Q: 3 clusters Score -1036827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1036846.937500 Penalty: 3054.101318
	Iteration 25Q: 3 clusters Score -1036847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1036870.125000 Penalty: 3054.101318
	Iteration 26Q: 3 clusters Score -1036870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1036890.687500 Penalty: 3054.101318
	Iteration 27Q: 3 clusters Score -1036891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1036904.937500 Penalty: 3054.101318
	Iteration 28Q: 3 clusters Score -1036905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1036915.375000 Penalty: 3054.101318
	Iteration 29Q: 3 clusters Score -1036915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1036923.250000 Penalty: 3054.101318
	Iteration 30Q: 3 clusters Score -1036923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1036931.500000 Penalty: 3054.101318
	Iteration 31Q: 3 clusters Score -1036932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1036934.187500 Penalty: 3054.101318
	Iteration 32Q: 3 clusters Score -1036934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1036934.812500 Penalty: 3054.101318
	Iteration 33Q: 3 clusters Score -1036935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1036937.625000 Penalty: 3054.101318
	Iteration 34Q: 3 clusters Score -1036938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1036939.375000 Penalty: 3054.101318
	Iteration 35Q: 3 clusters Score -1036939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1036941.375000 Penalty: 3054.101318
	Iteration 36Q: 3 clusters Score -1036941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1036943.062500 Penalty: 3054.101318
	Iteration 37Q: 3 clusters Score -1036943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1036943.062500 Penalty: 3054.101318
	Iteration 38F: 3 clusters Score -1036943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Entering Unmasked Estep 
Score: -2416477.250000 Penalty: 1665.690918
	Iteration 0F: 2 clusters Score -2416477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2397507.750000 Penalty: 3331.381836
	Iteration 0F: 3 clusters Score -2397508 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2404564.500000 Penalty: 3331.381836
	Iteration 1F: 3 clusters Score -2404564 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2405010.750000 Penalty: 3331.381836
	Iteration 2Q: 3 clusters Score -2405011 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2405523.000000 Penalty: 3331.381836
	Iteration 3Q: 3 clusters Score -2405523 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2406247.250000 Penalty: 3331.381836
	Iteration 4F: 3 clusters Score -2406247 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2407282.750000 Penalty: 3331.381836
	Iteration 5F: 3 clusters Score -2407283 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2408699.500000 Penalty: 3331.381836
	Iteration 6F: 3 clusters Score -2408700 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2410249.750000 Penalty: 3331.381836
	Iteration 7F: 3 clusters Score -2410250 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2411672.250000 Penalty: 3331.381836
	Iteration 8F: 3 clusters Score -2411672 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2412802.750000 Penalty: 3331.381836
	Iteration 9Q: 3 clusters Score -2412803 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2413690.500000 Penalty: 3331.381836
	Iteration 10Q: 3 clusters Score -2413690 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -2414265.000000 Penalty: 3331.381836
	Iteration 11Q: 3 clusters Score -2414265 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2414596.000000 Penalty: 3331.381836
	Iteration 12Q: 3 clusters Score -2414596 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2414764.500000 Penalty: 3331.381836
	Iteration 13Q: 3 clusters Score -2414764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -2414848.000000 Penalty: 3331.381836
	Iteration 14Q: 3 clusters Score -2414848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2414889.750000 Penalty: 3331.381836
	Iteration 15Q: 3 clusters Score -2414890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -2414929.750000 Penalty: 3331.381836
	Iteration 16Q: 3 clusters Score -2414930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -2414948.250000 Penalty: 3331.381836
	Iteration 17Q: 3 clusters Score -2414948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -2414962.750000 Penalty: 3331.381836
	Iteration 18Q: 3 clusters Score -2414963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2414976.000000 Penalty: 3331.381836
	Iteration 19Q: 3 clusters Score -2414976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -2414986.500000 Penalty: 3331.381836
	Iteration 20F: 3 clusters Score -2414986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2414993.250000 Penalty: 3331.381836
	Iteration 21Q: 3 clusters Score -2414993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2415003.250000 Penalty: 3331.381836
	Iteration 22Q: 3 clusters Score -2415003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -2415008.250000 Penalty: 3331.381836
	Iteration 23Q: 3 clusters Score -2415008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -2415017.500000 Penalty: 3331.381836
	Iteration 24Q: 3 clusters Score -2415018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -2415026.750000 Penalty: 3331.381836
	Iteration 25Q: 3 clusters Score -2415027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2415034.750000 Penalty: 3331.381836
	Iteration 26Q: 3 clusters Score -2415035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -2415039.000000 Penalty: 3331.381836
	Iteration 27Q: 3 clusters Score -2415039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -2415039.000000 Penalty: 3331.381836
	Iteration 28F: 3 clusters Score -2415039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -140002.531250 Penalty: 1206.038574
	Iteration 0F: 2 clusters Score -140002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138121.093750 Penalty: 2412.077148
	Iteration 0F: 3 clusters Score -138121.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -138506.921875 Penalty: 2412.077148
	Iteration 1F: 3 clusters Score -138506.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138609.468750 Penalty: 2412.077148
	Iteration 2F: 3 clusters Score -138609.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -138664.296875 Penalty: 2412.077148
	Iteration 3Q: 3 clusters Score -138664.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138703.437500 Penalty: 2412.077148
	Iteration 4Q: 3 clusters Score -138703.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138736.515625 Penalty: 2412.077148
	Iteration 5Q: 3 clusters Score -138736.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138757.125000 Penalty: 2412.077148
	Iteration 6Q: 3 clusters Score -138757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -138771.078125 Penalty: 2412.077148
	Iteration 7Q: 3 clusters Score -138771.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -138781.062500 Penalty: 2412.077148
	Iteration 8Q: 3 clusters Score -138781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -138787.937500 Penalty: 2412.077148
	Iteration 9Q: 3 clusters Score -138787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -138791.234375 Penalty: 2412.077148
	Iteration 10Q: 3 clusters Score -138791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -138793.593750 Penalty: 2412.077148
	Iteration 11Q: 3 clusters Score -138793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -138794.062500 Penalty: 2412.077148
	Iteration 12Q: 3 clusters Score -138794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -138794.171875 Penalty: 2412.077148
	Iteration 13Q: 3 clusters Score -138794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -138794.171875 Penalty: 2412.077148
	Iteration 14F: 3 clusters Score -138794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Entering Unmasked Estep 
Score: -7042129.500000 Penalty: 1832.319214
	Iteration 0F: 2 clusters Score -7042130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6989376.000000 Penalty: 3664.638428
	Iteration 0F: 3 clusters Score -6989376 nChanged 37551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -7011335.500000 Penalty: 3664.638428
	Iteration 1F: 3 clusters Score -7011336 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7012645.000000 Penalty: 3664.638428
	Iteration 2Q: 3 clusters Score -7012645 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -7014732.500000 Penalty: 3664.638428
	Iteration 3F: 3 clusters Score -7014732 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -7017755.000000 Penalty: 3664.638428
	Iteration 4F: 3 clusters Score -7017755 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -7022018.500000 Penalty: 3664.638428
	Iteration 5F: 3 clusters Score -7022018 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -7027049.500000 Penalty: 3664.638428
	Iteration 6F: 3 clusters Score -7027050 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -7031875.000000 Penalty: 3664.638428
	Iteration 7F: 3 clusters Score -7031875 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -7035384.500000 Penalty: 3664.638428
	Iteration 8F: 3 clusters Score -7035384 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -7037675.500000 Penalty: 3664.638428
	Iteration 9Q: 3 clusters Score -7037676 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7039080.500000 Penalty: 3664.638428
	Iteration 10Q: 3 clusters Score -7039080 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7039917.500000 Penalty: 3664.638428
	Iteration 11Q: 3 clusters Score -7039918 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7040407.500000 Penalty: 3664.638428
	Iteration 12Q: 3 clusters Score -7040408 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7040652.000000 Penalty: 3664.638428
	Iteration 13Q: 3 clusters Score -7040652 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7040785.500000 Penalty: 3664.638428
	Iteration 14Q: 3 clusters Score -7040786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7040885.500000 Penalty: 3664.638428
	Iteration 15Q: 3 clusters Score -7040886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7040962.000000 Penalty: 3664.638428
	Iteration 16Q: 3 clusters Score -7040962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7041002.000000 Penalty: 3664.638428
	Iteration 17Q: 3 clusters Score -7041002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7041009.500000 Penalty: 3664.638428
	Iteration 18Q: 3 clusters Score -7041010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7041028.000000 Penalty: 3664.638428
	Iteration 19Q: 3 clusters Score -7041028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7041042.500000 Penalty: 3664.638428
	Iteration 20F: 3 clusters Score -7041042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7041056.000000 Penalty: 3664.638428
	Iteration 21Q: 3 clusters Score -7041056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7041061.500000 Penalty: 3664.638428
	Iteration 22Q: 3 clusters Score -7041062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7041076.500000 Penalty: 3664.638428
	Iteration 23Q: 3 clusters Score -7041076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7041084.500000 Penalty: 3664.638428
	Iteration 24Q: 3 clusters Score -7041084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7041092.500000 Penalty: 3664.638428
	Iteration 25Q: 3 clusters Score -7041092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7041093.500000 Penalty: 3664.638428
	Iteration 26Q: 3 clusters Score -7041094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7041105.500000 Penalty: 3664.638428
	Iteration 27Q: 3 clusters Score -7041106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7041104.500000 Penalty: 3664.638428
	Iteration 28Q: 3 clusters Score -7041104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7041106.000000 Penalty: 3664.638428
	Iteration 29Q: 3 clusters Score -7041106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7041113.000000 Penalty: 3664.638428
	Iteration 30Q: 3 clusters Score -7041113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7041122.500000 Penalty: 3664.638428
	Iteration 31Q: 3 clusters Score -7041122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7041120.500000 Penalty: 3664.638428
	Iteration 32Q: 3 clusters Score -7041120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7041119.000000 Penalty: 3664.638428
	Iteration 33Q: 3 clusters Score -7041119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7041121.500000 Penalty: 3664.638428
	Iteration 34Q: 3 clusters Score -7041122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7041119.000000 Penalty: 3664.638428
	Iteration 35Q: 3 clusters Score -7041119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7041116.000000 Penalty: 3664.638428
	Iteration 36Q: 3 clusters Score -7041116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7041117.000000 Penalty: 3664.638428
	Iteration 37Q: 3 clusters Score -7041117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7041117.500000 Penalty: 3664.638428
	Iteration 38Q: 3 clusters Score -7041118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7041114.500000 Penalty: 3664.638428
	Iteration 39Q: 3 clusters Score -7041114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7041114.500000 Penalty: 3664.638428
	Iteration 40F: 3 clusters Score -7041114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Entering Unmasked Estep 
Score: -3250324.000000 Penalty: 1711.625854
	Iteration 0F: 2 clusters Score -3250324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3225083.750000 Penalty: 3423.251709
	Iteration 0F: 3 clusters Score -3225084 nChanged 17434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3234665.750000 Penalty: 3423.251709
	Iteration 1F: 3 clusters Score -3234666 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3235023.000000 Penalty: 3423.251709
	Iteration 2Q: 3 clusters Score -3235023 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3235351.750000 Penalty: 3423.251709
	Iteration 3Q: 3 clusters Score -3235352 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3235694.000000 Penalty: 3423.251709
	Iteration 4Q: 3 clusters Score -3235694 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3236164.500000 Penalty: 3423.251709
	Iteration 5Q: 3 clusters Score -3236164 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3237020.000000 Penalty: 3423.251709
	Iteration 6Q: 3 clusters Score -3237020 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3238502.500000 Penalty: 3423.251709
	Iteration 7F: 3 clusters Score -3238502 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3240428.000000 Penalty: 3423.251709
	Iteration 8F: 3 clusters Score -3240428 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3242338.250000 Penalty: 3423.251709
	Iteration 9F: 3 clusters Score -3242338 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3243718.000000 Penalty: 3423.251709
	Iteration 10F: 3 clusters Score -3243718 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3244555.750000 Penalty: 3423.251709
	Iteration 11Q: 3 clusters Score -3244556 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3245007.500000 Penalty: 3423.251709
	Iteration 12Q: 3 clusters Score -3245008 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3245296.250000 Penalty: 3423.251709
	Iteration 13Q: 3 clusters Score -3245296 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3245471.250000 Penalty: 3423.251709
	Iteration 14Q: 3 clusters Score -3245471 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3245597.500000 Penalty: 3423.251709
	Iteration 15Q: 3 clusters Score -3245598 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3245751.750000 Penalty: 3423.251709
	Iteration 16Q: 3 clusters Score -3245752 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3245894.250000 Penalty: 3423.251709
	Iteration 17Q: 3 clusters Score -3245894 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3246047.250000 Penalty: 3423.251709
	Iteration 18Q: 3 clusters Score -3246047 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3246234.000000 Penalty: 3423.251709
	Iteration 19Q: 3 clusters Score -3246234 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3246436.500000 Penalty: 3423.251709
	Iteration 20F: 3 clusters Score -3246436 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3246718.500000 Penalty: 3423.251709
	Iteration 21Q: 3 clusters Score -3246718 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3246994.000000 Penalty: 3423.251709
	Iteration 22Q: 3 clusters Score -3246994 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3247290.750000 Penalty: 3423.251709
	Iteration 23Q: 3 clusters Score -3247291 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3247567.000000 Penalty: 3423.251709
	Iteration 24Q: 3 clusters Score -3247567 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3247846.250000 Penalty: 3423.251709
	Iteration 25Q: 3 clusters Score -3247846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3248088.000000 Penalty: 3423.251709
	Iteration 26Q: 3 clusters Score -3248088 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3248256.750000 Penalty: 3423.251709
	Iteration 27Q: 3 clusters Score -3248257 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3248392.750000 Penalty: 3423.251709
	Iteration 28Q: 3 clusters Score -3248393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3248492.250000 Penalty: 3423.251709
	Iteration 29Q: 3 clusters Score -3248492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3248558.250000 Penalty: 3423.251709
	Iteration 30Q: 3 clusters Score -3248558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3248618.250000 Penalty: 3423.251709
	Iteration 31Q: 3 clusters Score -3248618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3248663.500000 Penalty: 3423.251709
	Iteration 32Q: 3 clusters Score -3248664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3248688.500000 Penalty: 3423.251709
	Iteration 33Q: 3 clusters Score -3248688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3248711.000000 Penalty: 3423.251709
	Iteration 34Q: 3 clusters Score -3248711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3248739.500000 Penalty: 3423.251709
	Iteration 35Q: 3 clusters Score -3248740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3248755.500000 Penalty: 3423.251709
	Iteration 36Q: 3 clusters Score -3248756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3248785.000000 Penalty: 3423.251709
	Iteration 37Q: 3 clusters Score -3248785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3248801.500000 Penalty: 3423.251709
	Iteration 38Q: 3 clusters Score -3248802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3248818.000000 Penalty: 3423.251709
	Iteration 39Q: 3 clusters Score -3248818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3248826.750000 Penalty: 3423.251709
	Iteration 40F: 3 clusters Score -3248827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3248824.250000 Penalty: 3423.251709
	Iteration 41Q: 3 clusters Score -3248824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3248832.750000 Penalty: 3423.251709
	Iteration 42Q: 3 clusters Score -3248833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3248839.750000 Penalty: 3423.251709
	Iteration 43Q: 3 clusters Score -3248840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3248841.250000 Penalty: 3423.251709
	Iteration 44Q: 3 clusters Score -3248841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3248843.000000 Penalty: 3423.251709
	Iteration 45Q: 3 clusters Score -3248843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3248843.750000 Penalty: 3423.251709
	Iteration 46Q: 3 clusters Score -3248844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3248846.750000 Penalty: 3423.251709
	Iteration 47Q: 3 clusters Score -3248847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3248847.250000 Penalty: 3423.251709
	Iteration 48Q: 3 clusters Score -3248847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3248851.000000 Penalty: 3423.251709
	Iteration 49Q: 3 clusters Score -3248851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3248858.500000 Penalty: 3423.251709
	Iteration 50Q: 3 clusters Score -3248858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3248860.500000 Penalty: 3423.251709
	Iteration 51Q: 3 clusters Score -3248860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3248866.500000 Penalty: 3423.251709
	Iteration 52Q: 3 clusters Score -3248866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3248865.750000 Penalty: 3423.251709
	Iteration 53Q: 3 clusters Score -3248866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3248874.250000 Penalty: 3423.251709
	Iteration 54Q: 3 clusters Score -3248874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3248876.250000 Penalty: 3423.251709
	Iteration 55Q: 3 clusters Score -3248876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3248880.000000 Penalty: 3423.251709
	Iteration 56Q: 3 clusters Score -3248880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3248877.750000 Penalty: 3423.251709
	Iteration 57Q: 3 clusters Score -3248878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3248880.500000 Penalty: 3423.251709
	Iteration 58Q: 3 clusters Score -3248880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3248882.250000 Penalty: 3423.251709
	Iteration 59Q: 3 clusters Score -3248882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3248882.250000 Penalty: 3423.251709
	Iteration 60F: 3 clusters Score -3248882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -365484.093750 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -365484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -361781.687500 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -361781.7 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -362874.437500 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -362874.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -363208.031250 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -363208 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -363547.906250 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -363547.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -363879.656250 Penalty: 2735.933350
	Iteration 4F: 3 clusters Score -363879.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -364144.312500 Penalty: 2735.933350
	Iteration 5F: 3 clusters Score -364144.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -364312.750000 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -364312.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -364425.343750 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -364425.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -364503.656250 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -364503.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -364553.531250 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -364553.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -364591.437500 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -364591.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -364612.000000 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -364612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -364624.218750 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -364624.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -364633.687500 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -364633.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -364639.906250 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -364639.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -364644.062500 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -364644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -364649.812500 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -364649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -364651.531250 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -364651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -364652.750000 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -364652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -364653.250000 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -364653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -364654.156250 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -364654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -364655.625000 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -364655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -364656.406250 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -364656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -364657.250000 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -364657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -364658.343750 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -364658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -364659.375000 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -364659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -364659.375000 Penalty: 2735.933350
	Iteration 26F: 3 clusters Score -364659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -1566279.250000 Penalty: 1592.898315
	Iteration 0F: 2 clusters Score -1566279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1553966.000000 Penalty: 3185.796631
	Iteration 0F: 3 clusters Score -1553966 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1558226.375000 Penalty: 3185.796631
	Iteration 1F: 3 clusters Score -1558226 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1558563.625000 Penalty: 3185.796631
	Iteration 2F: 3 clusters Score -1558564 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1558966.000000 Penalty: 3185.796631
	Iteration 3F: 3 clusters Score -1558966 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1559447.125000 Penalty: 3185.796631
	Iteration 4F: 3 clusters Score -1559447 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1560037.750000 Penalty: 3185.796631
	Iteration 5F: 3 clusters Score -1560038 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1560739.375000 Penalty: 3185.796631
	Iteration 6F: 3 clusters Score -1560739 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1561529.000000 Penalty: 3185.796631
	Iteration 7F: 3 clusters Score -1561529 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1562321.125000 Penalty: 3185.796631
	Iteration 8F: 3 clusters Score -1562321 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1563043.375000 Penalty: 3185.796631
	Iteration 9F: 3 clusters Score -1563043 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1563667.000000 Penalty: 3185.796631
	Iteration 10Q: 3 clusters Score -1563667 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1564143.375000 Penalty: 3185.796631
	Iteration 11Q: 3 clusters Score -1564143 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1564460.625000 Penalty: 3185.796631
	Iteration 12Q: 3 clusters Score -1564461 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1564626.375000 Penalty: 3185.796631
	Iteration 13Q: 3 clusters Score -1564626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1564723.375000 Penalty: 3185.796631
	Iteration 14Q: 3 clusters Score -1564723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1564787.500000 Penalty: 3185.796631
	Iteration 15Q: 3 clusters Score -1564788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1564825.375000 Penalty: 3185.796631
	Iteration 16Q: 3 clusters Score -1564825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1564858.000000 Penalty: 3185.796631
	Iteration 17Q: 3 clusters Score -1564858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1564875.750000 Penalty: 3185.796631
	Iteration 18Q: 3 clusters Score -1564876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1564882.375000 Penalty: 3185.796631
	Iteration 19Q: 3 clusters Score -1564882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1564889.625000 Penalty: 3185.796631
	Iteration 20F: 3 clusters Score -1564890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1564896.750000 Penalty: 3185.796631
	Iteration 21Q: 3 clusters Score -1564897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1564900.375000 Penalty: 3185.796631
	Iteration 22Q: 3 clusters Score -1564900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1564906.875000 Penalty: 3185.796631
	Iteration 23Q: 3 clusters Score -1564907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1564908.875000 Penalty: 3185.796631
	Iteration 24Q: 3 clusters Score -1564909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1564909.500000 Penalty: 3185.796631
	Iteration 25Q: 3 clusters Score -1564910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1564910.000000 Penalty: 3185.796631
	Iteration 26Q: 3 clusters Score -1564910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1564910.375000 Penalty: 3185.796631
	Iteration 27Q: 3 clusters Score -1564910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1564909.250000 Penalty: 3185.796631
	Iteration 28Q: 3 clusters Score -1564909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1564909.250000 Penalty: 3185.796631
	Iteration 29F: 3 clusters Score -1564909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -105174.195312 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -105174.2 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 707 members 
Entering Unmasked Estep 
Score: -103563.250000 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -103563.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -103931.757812 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -103931.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -104041.437500 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -104041.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -104114.757812 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -104114.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -104185.046875 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -104185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104234.617188 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -104234.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -104264.296875 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -104264.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -104288.218750 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -104288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104315.070312 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -104315.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -104352.898438 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -104352.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -104393.296875 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -104393.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -104438.304688 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -104438.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -104478.531250 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -104478.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -104530.078125 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -104530.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104568.125000 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -104568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -104595.085938 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -104595.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -104606.734375 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -104606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -104611.960938 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -104612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104617.460938 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -104617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -104622.031250 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -104622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -104649.515625 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -104649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -104677.171875 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -104677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -104682.867188 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -104682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -104689.039062 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -104689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -104694.984375 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -104695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -104698.500000 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -104698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104700.718750 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -104700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -104701.039062 Penalty: 2337.947998
	Iteration 27Q: 3 clusters Score -104701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -104701.039062 Penalty: 2337.947998
	Iteration 28F: 3 clusters Score -104701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Entering Unmasked Estep 
Score: -843983.750000 Penalty: 1512.168213
	Iteration 0F: 2 clusters Score -843983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -836160.125000 Penalty: 3024.336426
	Iteration 0F: 3 clusters Score -836160.1 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -838932.687500 Penalty: 3024.336426
	Iteration 1F: 3 clusters Score -838932.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -839449.250000 Penalty: 3024.336426
	Iteration 2F: 3 clusters Score -839449.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -840035.625000 Penalty: 3024.336426
	Iteration 3F: 3 clusters Score -840035.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -840619.937500 Penalty: 3024.336426
	Iteration 4F: 3 clusters Score -840619.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -841175.187500 Penalty: 3024.336426
	Iteration 5F: 3 clusters Score -841175.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -841671.125000 Penalty: 3024.336426
	Iteration 6F: 3 clusters Score -841671.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -842089.437500 Penalty: 3024.336426
	Iteration 7Q: 3 clusters Score -842089.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -842370.250000 Penalty: 3024.336426
	Iteration 8Q: 3 clusters Score -842370.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -842519.500000 Penalty: 3024.336426
	Iteration 9Q: 3 clusters Score -842519.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -842616.562500 Penalty: 3024.336426
	Iteration 10Q: 3 clusters Score -842616.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -842682.000000 Penalty: 3024.336426
	Iteration 11Q: 3 clusters Score -842682 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -842728.812500 Penalty: 3024.336426
	Iteration 12Q: 3 clusters Score -842728.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -842764.312500 Penalty: 3024.336426
	Iteration 13Q: 3 clusters Score -842764.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -842798.562500 Penalty: 3024.336426
	Iteration 14Q: 3 clusters Score -842798.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -842834.500000 Penalty: 3024.336426
	Iteration 15Q: 3 clusters Score -842834.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -842865.750000 Penalty: 3024.336426
	Iteration 16Q: 3 clusters Score -842865.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -842893.437500 Penalty: 3024.336426
	Iteration 17Q: 3 clusters Score -842893.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -842917.250000 Penalty: 3024.336426
	Iteration 18Q: 3 clusters Score -842917.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -842937.562500 Penalty: 3024.336426
	Iteration 19Q: 3 clusters Score -842937.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -842958.062500 Penalty: 3024.336426
	Iteration 20F: 3 clusters Score -842958.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -842979.125000 Penalty: 3024.336426
	Iteration 21Q: 3 clusters Score -842979.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -842998.687500 Penalty: 3024.336426
	Iteration 22Q: 3 clusters Score -842998.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -843017.875000 Penalty: 3024.336426
	Iteration 23Q: 3 clusters Score -843017.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -843030.000000 Penalty: 3024.336426
	Iteration 24Q: 3 clusters Score -843030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -843048.000000 Penalty: 3024.336426
	Iteration 25Q: 3 clusters Score -843048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -843072.812500 Penalty: 3024.336426
	Iteration 26Q: 3 clusters Score -843072.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -843107.875000 Penalty: 3024.336426
	Iteration 27Q: 3 clusters Score -843107.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -843146.875000 Penalty: 3024.336426
	Iteration 28Q: 3 clusters Score -843146.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -843203.562500 Penalty: 3024.336426
	Iteration 29Q: 3 clusters Score -843203.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -843276.562500 Penalty: 3024.336426
	Iteration 30Q: 3 clusters Score -843276.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -843370.375000 Penalty: 3024.336426
	Iteration 31Q: 3 clusters Score -843370.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -843504.250000 Penalty: 3024.336426
	Iteration 32Q: 3 clusters Score -843504.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -843721.500000 Penalty: 3024.336426
	Iteration 33Q: 3 clusters Score -843721.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -844028.125000 Penalty: 3024.336426
	Iteration 34Q: 3 clusters Score -844028.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -844472.125000 Penalty: 3024.336426
	Iteration 35Q: 3 clusters Score -844472.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -844915.312500 Penalty: 3024.336426
	Iteration 36Q: 3 clusters Score -844915.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -845183.375000 Penalty: 3024.336426
	Iteration 37Q: 3 clusters Score -845183.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -845303.562500 Penalty: 3024.336426
	Iteration 38Q: 3 clusters Score -845303.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -845355.375000 Penalty: 3024.336426
	Iteration 39Q: 3 clusters Score -845355.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -845385.187500 Penalty: 3024.336426
	Iteration 40F: 3 clusters Score -845385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -845390.687500 Penalty: 3024.336426
	Iteration 41Q: 3 clusters Score -845390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -845393.187500 Penalty: 3024.336426
	Iteration 42Q: 3 clusters Score -845393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -845394.312500 Penalty: 3024.336426
	Iteration 43Q: 3 clusters Score -845394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -845395.000000 Penalty: 3024.336426
	Iteration 44Q: 3 clusters Score -845395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -845395.500000 Penalty: 3024.336426
	Iteration 45Q: 3 clusters Score -845395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -845396.000000 Penalty: 3024.336426
	Iteration 46Q: 3 clusters Score -845396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -845394.937500 Penalty: 3024.336426
	Iteration 47Q: 3 clusters Score -845394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -845394.937500 Penalty: 3024.336426
	Iteration 48Q: 3 clusters Score -845394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -845395.687500 Penalty: 3024.336426
	Iteration 49Q: 3 clusters Score -845395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -845395.500000 Penalty: 3024.336426
	Iteration 50Q: 3 clusters Score -845395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -845395.500000 Penalty: 3024.336426
	Iteration 51F: 3 clusters Score -845395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 94551 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 174950 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 901 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 157565 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 78890 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 7258 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 3782 members 
Mstep: Class 25 contains 37856 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 3742 members 
Entering Unmasked Estep 
Score: -76308472.000000 Penalty: 73493.570312
Splitting cluster 22 changes total score from -76307496.000000 to -76308472.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -225536.718750 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -225536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -223012.906250 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -223012.9 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223658.578125 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -223658.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223851.609375 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -223851.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -223974.937500 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -223974.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -224101.546875 Penalty: 2563.464844
	Iteration 4F: 3 clusters Score -224101.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224256.765625 Penalty: 2563.464844
	Iteration 5Q: 3 clusters Score -224256.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224423.500000 Penalty: 2563.464844
	Iteration 6F: 3 clusters Score -224423.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -224579.187500 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -224579.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -224709.500000 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -224709.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -224780.484375 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -224780.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224830.312500 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -224830.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224882.281250 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -224882.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -224927.359375 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -224927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -224959.421875 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -224959.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -224978.125000 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -224978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -224990.203125 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -224990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -224996.109375 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -224996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -224999.218750 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -224999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225001.656250 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -225001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -225006.203125 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -225006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -225011.578125 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -225011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -225017.140625 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -225017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -225019.937500 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -225019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -225022.531250 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -225022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -225026.328125 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -225026.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -225030.031250 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -225030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -225032.609375 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -225032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -225033.640625 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -225033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -225035.421875 Penalty: 2563.464844
	Iteration 28Q: 3 clusters Score -225035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -225036.515625 Penalty: 2563.464844
	Iteration 29Q: 3 clusters Score -225036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -225038.296875 Penalty: 2563.464844
	Iteration 30Q: 3 clusters Score -225038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -225039.093750 Penalty: 2563.464844
	Iteration 31Q: 3 clusters Score -225039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -225039.968750 Penalty: 2563.464844
	Iteration 32Q: 3 clusters Score -225040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -225041.609375 Penalty: 2563.464844
	Iteration 33Q: 3 clusters Score -225041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -225042.812500 Penalty: 2563.464844
	Iteration 34Q: 3 clusters Score -225042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -225043.562500 Penalty: 2563.464844
	Iteration 35Q: 3 clusters Score -225043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -225044.031250 Penalty: 2563.464844
	Iteration 36Q: 3 clusters Score -225044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -225044.359375 Penalty: 2563.464844
	Iteration 37Q: 3 clusters Score -225044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -225044.359375 Penalty: 2563.464844
	Iteration 38F: 3 clusters Score -225044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -310841.343750 Penalty: 1338.676392
	Iteration 0F: 2 clusters Score -310841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -307657.968750 Penalty: 2677.352783
	Iteration 0F: 3 clusters Score -307658 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -308652.156250 Penalty: 2677.352783
	Iteration 1F: 3 clusters Score -308652.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -309029.343750 Penalty: 2677.352783
	Iteration 2F: 3 clusters Score -309029.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -309339.468750 Penalty: 2677.352783
	Iteration 3F: 3 clusters Score -309339.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -309584.031250 Penalty: 2677.352783
	Iteration 4F: 3 clusters Score -309584 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -309755.500000 Penalty: 2677.352783
	Iteration 5F: 3 clusters Score -309755.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -309915.843750 Penalty: 2677.352783
	Iteration 6F: 3 clusters Score -309915.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -310063.281250 Penalty: 2677.352783
	Iteration 7Q: 3 clusters Score -310063.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -310222.343750 Penalty: 2677.352783
	Iteration 8Q: 3 clusters Score -310222.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -310399.468750 Penalty: 2677.352783
	Iteration 9Q: 3 clusters Score -310399.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -310572.343750 Penalty: 2677.352783
	Iteration 10Q: 3 clusters Score -310572.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -310703.781250 Penalty: 2677.352783
	Iteration 11Q: 3 clusters Score -310703.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -310821.000000 Penalty: 2677.352783
	Iteration 12Q: 3 clusters Score -310821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -310919.812500 Penalty: 2677.352783
	Iteration 13Q: 3 clusters Score -310919.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -311020.468750 Penalty: 2677.352783
	Iteration 14Q: 3 clusters Score -311020.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -311081.781250 Penalty: 2677.352783
	Iteration 15Q: 3 clusters Score -311081.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -311101.593750 Penalty: 2677.352783
	Iteration 16Q: 3 clusters Score -311101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -311106.312500 Penalty: 2677.352783
	Iteration 17Q: 3 clusters Score -311106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -311108.281250 Penalty: 2677.352783
	Iteration 18Q: 3 clusters Score -311108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -311109.375000 Penalty: 2677.352783
	Iteration 19Q: 3 clusters Score -311109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -311110.468750 Penalty: 2677.352783
	Iteration 20F: 3 clusters Score -311110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 94551 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 174950 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 901 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 157565 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 78890 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 7258 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 3026 members 
Mstep: Class 25 contains 37856 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4876 members 
Mstep: Class 33 contains 3742 members 
Mstep: Class 34 contains 756 members 
Entering Unmasked Estep 
Score: -76307800.000000 Penalty: 75720.648438
Splitting cluster 24 changes total score from -76307496.000000 to -76307800.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (37856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Entering Unmasked Estep 
Score: -3327113.000000 Penalty: 1713.001099
	Iteration 0F: 2 clusters Score -3327113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3301760.250000 Penalty: 3426.002197
	Iteration 0F: 3 clusters Score -3301760 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3311700.750000 Penalty: 3426.002197
	Iteration 1F: 3 clusters Score -3311701 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3312136.500000 Penalty: 3426.002197
	Iteration 2Q: 3 clusters Score -3312136 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3312690.500000 Penalty: 3426.002197
	Iteration 3Q: 3 clusters Score -3312690 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3313442.250000 Penalty: 3426.002197
	Iteration 4Q: 3 clusters Score -3313442 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3314452.250000 Penalty: 3426.002197
	Iteration 5F: 3 clusters Score -3314452 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3315813.000000 Penalty: 3426.002197
	Iteration 6F: 3 clusters Score -3315813 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3317608.250000 Penalty: 3426.002197
	Iteration 7F: 3 clusters Score -3317608 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3319551.000000 Penalty: 3426.002197
	Iteration 8F: 3 clusters Score -3319551 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3321255.750000 Penalty: 3426.002197
	Iteration 9F: 3 clusters Score -3321256 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3322300.250000 Penalty: 3426.002197
	Iteration 10Q: 3 clusters Score -3322300 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3322926.250000 Penalty: 3426.002197
	Iteration 11Q: 3 clusters Score -3322926 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3323395.000000 Penalty: 3426.002197
	Iteration 12Q: 3 clusters Score -3323395 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3323810.000000 Penalty: 3426.002197
	Iteration 13Q: 3 clusters Score -3323810 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3324195.750000 Penalty: 3426.002197
	Iteration 14Q: 3 clusters Score -3324196 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -3324571.500000 Penalty: 3426.002197
	Iteration 15Q: 3 clusters Score -3324572 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3324871.500000 Penalty: 3426.002197
	Iteration 16Q: 3 clusters Score -3324872 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3325065.750000 Penalty: 3426.002197
	Iteration 17Q: 3 clusters Score -3325066 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3325218.250000 Penalty: 3426.002197
	Iteration 18Q: 3 clusters Score -3325218 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -3325314.500000 Penalty: 3426.002197
	Iteration 19Q: 3 clusters Score -3325314 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -3325396.750000 Penalty: 3426.002197
	Iteration 20F: 3 clusters Score -3325397 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -3325451.250000 Penalty: 3426.002197
	Iteration 21Q: 3 clusters Score -3325451 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -3325489.250000 Penalty: 3426.002197
	Iteration 22Q: 3 clusters Score -3325489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3325525.000000 Penalty: 3426.002197
	Iteration 23Q: 3 clusters Score -3325525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -3325552.000000 Penalty: 3426.002197
	Iteration 24Q: 3 clusters Score -3325552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3325578.500000 Penalty: 3426.002197
	Iteration 25Q: 3 clusters Score -3325578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -3325607.750000 Penalty: 3426.002197
	Iteration 26Q: 3 clusters Score -3325608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -3325633.500000 Penalty: 3426.002197
	Iteration 27Q: 3 clusters Score -3325634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3325664.500000 Penalty: 3426.002197
	Iteration 28Q: 3 clusters Score -3325664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3325696.500000 Penalty: 3426.002197
	Iteration 29Q: 3 clusters Score -3325696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3325735.250000 Penalty: 3426.002197
	Iteration 30Q: 3 clusters Score -3325735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3325775.500000 Penalty: 3426.002197
	Iteration 31Q: 3 clusters Score -3325776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -3325796.750000 Penalty: 3426.002197
	Iteration 32Q: 3 clusters Score -3325797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -3325815.250000 Penalty: 3426.002197
	Iteration 33Q: 3 clusters Score -3325815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -3325846.750000 Penalty: 3426.002197
	Iteration 34Q: 3 clusters Score -3325847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -3325851.000000 Penalty: 3426.002197
	Iteration 35Q: 3 clusters Score -3325851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -3325876.500000 Penalty: 3426.002197
	Iteration 36Q: 3 clusters Score -3325876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3325888.000000 Penalty: 3426.002197
	Iteration 37Q: 3 clusters Score -3325888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -3325885.250000 Penalty: 3426.002197
	Iteration 38Q: 3 clusters Score -3325885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3325895.500000 Penalty: 3426.002197
	Iteration 39Q: 3 clusters Score -3325896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -3325907.750000 Penalty: 3426.002197
	Iteration 40F: 3 clusters Score -3325908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3325916.750000 Penalty: 3426.002197
	Iteration 41Q: 3 clusters Score -3325917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -3325918.750000 Penalty: 3426.002197
	Iteration 42Q: 3 clusters Score -3325919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3325921.250000 Penalty: 3426.002197
	Iteration 43Q: 3 clusters Score -3325921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3325924.750000 Penalty: 3426.002197
	Iteration 44Q: 3 clusters Score -3325925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3325931.250000 Penalty: 3426.002197
	Iteration 45Q: 3 clusters Score -3325931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -3325941.750000 Penalty: 3426.002197
	Iteration 46Q: 3 clusters Score -3325942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3325940.500000 Penalty: 3426.002197
	Iteration 47Q: 3 clusters Score -3325940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -3325943.000000 Penalty: 3426.002197
	Iteration 48Q: 3 clusters Score -3325943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -3325940.000000 Penalty: 3426.002197
	Iteration 49Q: 3 clusters Score -3325940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -3325943.500000 Penalty: 3426.002197
	Iteration 50Q: 3 clusters Score -3325944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -3325942.500000 Penalty: 3426.002197
	Iteration 51Q: 3 clusters Score -3325942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3325945.500000 Penalty: 3426.002197
	Iteration 52Q: 3 clusters Score -3325946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -3325945.750000 Penalty: 3426.002197
	Iteration 53Q: 3 clusters Score -3325946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3325947.500000 Penalty: 3426.002197
	Iteration 54Q: 3 clusters Score -3325948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3325947.500000 Penalty: 3426.002197
	Iteration 55Q: 3 clusters Score -3325948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -3325947.250000 Penalty: 3426.002197
	Iteration 56Q: 3 clusters Score -3325947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3325953.000000 Penalty: 3426.002197
	Iteration 57Q: 3 clusters Score -3325953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3325955.250000 Penalty: 3426.002197
	Iteration 58Q: 3 clusters Score -3325955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3325952.500000 Penalty: 3426.002197
	Iteration 59Q: 3 clusters Score -3325952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3325952.500000 Penalty: 3426.002197
	Iteration 60F: 3 clusters Score -3325952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3325954.000000 Penalty: 3426.002197
	Iteration 61Q: 3 clusters Score -3325954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -3325954.000000 Penalty: 3426.002197
	Iteration 62Q: 3 clusters Score -3325954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -3325952.500000 Penalty: 3426.002197
	Iteration 63Q: 3 clusters Score -3325952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -3325952.500000 Penalty: 3426.002197
	Iteration 64F: 3 clusters Score -3325952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -131226.640625 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -131226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129166.554688 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -129166.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -129721.140625 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -129721.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130024.414062 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -130024.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130225.257812 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -130225.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130347.070312 Penalty: 2467.846680
	Iteration 4F: 3 clusters Score -130347.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130459.835938 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -130459.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -130546.242188 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -130546.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130644.078125 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -130644.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -130714.296875 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -130714.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130767.281250 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -130767.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130812.789062 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -130812.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130856.882812 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -130856.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -130883.359375 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -130883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130898.382812 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -130898.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130915.210938 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -130915.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130932.226562 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -130932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130943.968750 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -130944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130949.750000 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -130949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130953.906250 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -130953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130955.054688 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -130955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130957.976562 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -130958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130977.085938 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -130977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130984.578125 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -130984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130988.742188 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -130988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130992.484375 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -130992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130994.960938 Penalty: 2467.846680
	Iteration 25Q: 3 clusters Score -130995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -130998.031250 Penalty: 2467.846680
	Iteration 26Q: 3 clusters Score -130998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131001.054688 Penalty: 2467.846680
	Iteration 27Q: 3 clusters Score -131001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131001.812500 Penalty: 2467.846680
	Iteration 28Q: 3 clusters Score -131001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -131002.250000 Penalty: 2467.846680
	Iteration 29Q: 3 clusters Score -131002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131002.984375 Penalty: 2467.846680
	Iteration 30Q: 3 clusters Score -131003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131003.140625 Penalty: 2467.846680
	Iteration 31Q: 3 clusters Score -131003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131003.898438 Penalty: 2467.846680
	Iteration 32Q: 3 clusters Score -131003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131006.093750 Penalty: 2467.846680
	Iteration 33Q: 3 clusters Score -131006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131011.132812 Penalty: 2467.846680
	Iteration 34Q: 3 clusters Score -131011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131012.867188 Penalty: 2467.846680
	Iteration 35Q: 3 clusters Score -131012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131015.820312 Penalty: 2467.846680
	Iteration 36Q: 3 clusters Score -131015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131018.867188 Penalty: 2467.846680
	Iteration 37Q: 3 clusters Score -131018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131020.968750 Penalty: 2467.846680
	Iteration 38Q: 3 clusters Score -131021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131024.195312 Penalty: 2467.846680
	Iteration 39Q: 3 clusters Score -131024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131025.976562 Penalty: 2467.846680
	Iteration 40F: 3 clusters Score -131026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131029.335938 Penalty: 2467.846680
	Iteration 41Q: 3 clusters Score -131029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131032.859375 Penalty: 2467.846680
	Iteration 42Q: 3 clusters Score -131032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131035.781250 Penalty: 2467.846680
	Iteration 43Q: 3 clusters Score -131035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131036.875000 Penalty: 2467.846680
	Iteration 44Q: 3 clusters Score -131036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131040.789062 Penalty: 2467.846680
	Iteration 45Q: 3 clusters Score -131040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131044.007812 Penalty: 2467.846680
	Iteration 46Q: 3 clusters Score -131044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -131046.992188 Penalty: 2467.846680
	Iteration 47Q: 3 clusters Score -131047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131050.617188 Penalty: 2467.846680
	Iteration 48Q: 3 clusters Score -131050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -131057.890625 Penalty: 2467.846680
	Iteration 49Q: 3 clusters Score -131057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131065.125000 Penalty: 2467.846680
	Iteration 50Q: 3 clusters Score -131065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131070.359375 Penalty: 2467.846680
	Iteration 51Q: 3 clusters Score -131070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131077.203125 Penalty: 2467.846680
	Iteration 52Q: 3 clusters Score -131077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131081.593750 Penalty: 2467.846680
	Iteration 53Q: 3 clusters Score -131081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131083.687500 Penalty: 2467.846680
	Iteration 54Q: 3 clusters Score -131083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131084.937500 Penalty: 2467.846680
	Iteration 55Q: 3 clusters Score -131084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131085.875000 Penalty: 2467.846680
	Iteration 56Q: 3 clusters Score -131085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131086.218750 Penalty: 2467.846680
	Iteration 57Q: 3 clusters Score -131086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131086.218750 Penalty: 2467.846680
	Iteration 58F: 3 clusters Score -131086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -119418.867188 Penalty: 1195.395508
	Iteration 0F: 2 clusters Score -119418.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -117594.460938 Penalty: 2390.791016
	Iteration 0F: 3 clusters Score -117594.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -118042.289062 Penalty: 2390.791016
	Iteration 1F: 3 clusters Score -118042.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -118285.828125 Penalty: 2390.791016
	Iteration 2F: 3 clusters Score -118285.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -118460.148438 Penalty: 2390.791016
	Iteration 3F: 3 clusters Score -118460.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -118589.906250 Penalty: 2390.791016
	Iteration 4F: 3 clusters Score -118589.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -118688.796875 Penalty: 2390.791016
	Iteration 5Q: 3 clusters Score -118688.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -118752.390625 Penalty: 2390.791016
	Iteration 6Q: 3 clusters Score -118752.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -118796.312500 Penalty: 2390.791016
	Iteration 7Q: 3 clusters Score -118796.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -118825.757812 Penalty: 2390.791016
	Iteration 8Q: 3 clusters Score -118825.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -118846.218750 Penalty: 2390.791016
	Iteration 9Q: 3 clusters Score -118846.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118861.007812 Penalty: 2390.791016
	Iteration 10Q: 3 clusters Score -118861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118871.609375 Penalty: 2390.791016
	Iteration 11Q: 3 clusters Score -118871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118888.070312 Penalty: 2390.791016
	Iteration 12Q: 3 clusters Score -118888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -118907.320312 Penalty: 2390.791016
	Iteration 13Q: 3 clusters Score -118907.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -118926.023438 Penalty: 2390.791016
	Iteration 14Q: 3 clusters Score -118926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -118948.695312 Penalty: 2390.791016
	Iteration 15Q: 3 clusters Score -118948.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -118975.320312 Penalty: 2390.791016
	Iteration 16Q: 3 clusters Score -118975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -118983.906250 Penalty: 2390.791016
	Iteration 17Q: 3 clusters Score -118983.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -118994.226562 Penalty: 2390.791016
	Iteration 18Q: 3 clusters Score -118994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119007.726562 Penalty: 2390.791016
	Iteration 19Q: 3 clusters Score -119007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -119016.421875 Penalty: 2390.791016
	Iteration 20F: 3 clusters Score -119016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119023.312500 Penalty: 2390.791016
	Iteration 21Q: 3 clusters Score -119023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -119030.164062 Penalty: 2390.791016
	Iteration 22Q: 3 clusters Score -119030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -119031.476562 Penalty: 2390.791016
	Iteration 23Q: 3 clusters Score -119031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -119032.320312 Penalty: 2390.791016
	Iteration 24Q: 3 clusters Score -119032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -119032.320312 Penalty: 2390.791016
	Iteration 25F: 3 clusters Score -119032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -84161.250000 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -84161.25 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 586 members 
Entering Unmasked Estep 
Score: -82672.226562 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -82672.23 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -83023.687500 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -83023.69 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -83172.726562 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -83172.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -83245.398438 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -83245.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -83296.265625 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -83296.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -83344.804688 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -83344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -83372.546875 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -83372.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -83404.007812 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -83404.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -83429.859375 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -83429.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83446.929688 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -83446.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -83478.257812 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -83478.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83531.507812 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -83531.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83610.710938 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -83610.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83698.609375 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -83698.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83752.906250 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -83752.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83806.539062 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -83806.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -83856.203125 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -83856.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -83895.804688 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -83895.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83933.265625 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -83933.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83959.882812 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -83959.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83972.343750 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -83972.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83984.304688 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -83984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83992.960938 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -83992.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83995.921875 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -83995.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83998.875000 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -83998.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83999.546875 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -83999.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83999.890625 Penalty: 2275.700684
	Iteration 26Q: 3 clusters Score -83999.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83999.890625 Penalty: 2275.700684
	Iteration 27F: 3 clusters Score -83999.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -438530.125000 Penalty: 1403.067993
	Iteration 0F: 2 clusters Score -438530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -434203.343750 Penalty: 2806.135986
	Iteration 0F: 3 clusters Score -434203.3 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -435489.781250 Penalty: 2806.135986
	Iteration 1F: 3 clusters Score -435489.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -435754.781250 Penalty: 2806.135986
	Iteration 2F: 3 clusters Score -435754.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -435983.437500 Penalty: 2806.135986
	Iteration 3F: 3 clusters Score -435983.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -436179.406250 Penalty: 2806.135986
	Iteration 4F: 3 clusters Score -436179.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -436296.406250 Penalty: 2806.135986
	Iteration 5Q: 3 clusters Score -436296.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -436403.968750 Penalty: 2806.135986
	Iteration 6Q: 3 clusters Score -436404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -436515.531250 Penalty: 2806.135986
	Iteration 7Q: 3 clusters Score -436515.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -436621.218750 Penalty: 2806.135986
	Iteration 8Q: 3 clusters Score -436621.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -436725.750000 Penalty: 2806.135986
	Iteration 9Q: 3 clusters Score -436725.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -436832.437500 Penalty: 2806.135986
	Iteration 10Q: 3 clusters Score -436832.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -436930.062500 Penalty: 2806.135986
	Iteration 11Q: 3 clusters Score -436930.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -437028.562500 Penalty: 2806.135986
	Iteration 12Q: 3 clusters Score -437028.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -437122.750000 Penalty: 2806.135986
	Iteration 13Q: 3 clusters Score -437122.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -437239.062500 Penalty: 2806.135986
	Iteration 14Q: 3 clusters Score -437239.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -437365.062500 Penalty: 2806.135986
	Iteration 15Q: 3 clusters Score -437365.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -437487.781250 Penalty: 2806.135986
	Iteration 16Q: 3 clusters Score -437487.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437584.875000 Penalty: 2806.135986
	Iteration 17Q: 3 clusters Score -437584.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -437646.875000 Penalty: 2806.135986
	Iteration 18Q: 3 clusters Score -437646.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -437678.812500 Penalty: 2806.135986
	Iteration 19Q: 3 clusters Score -437678.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437696.343750 Penalty: 2806.135986
	Iteration 20F: 3 clusters Score -437696.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -437707.031250 Penalty: 2806.135986
	Iteration 21Q: 3 clusters Score -437707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437713.593750 Penalty: 2806.135986
	Iteration 22Q: 3 clusters Score -437713.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -437717.593750 Penalty: 2806.135986
	Iteration 23Q: 3 clusters Score -437717.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -437720.968750 Penalty: 2806.135986
	Iteration 24Q: 3 clusters Score -437721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -437723.031250 Penalty: 2806.135986
	Iteration 25Q: 3 clusters Score -437723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -437723.625000 Penalty: 2806.135986
	Iteration 26Q: 3 clusters Score -437723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -437724.468750 Penalty: 2806.135986
	Iteration 27Q: 3 clusters Score -437724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -437724.468750 Penalty: 2806.135986
	Iteration 28F: 3 clusters Score -437724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -1254471.000000 Penalty: 1553.822266
	Iteration 0F: 2 clusters Score -1254471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1244499.125000 Penalty: 3107.644531
	Iteration 0F: 3 clusters Score -1244499 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1248190.500000 Penalty: 3107.644531
	Iteration 1F: 3 clusters Score -1248190 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1248519.875000 Penalty: 3107.644531
	Iteration 2F: 3 clusters Score -1248520 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1248789.000000 Penalty: 3107.644531
	Iteration 3F: 3 clusters Score -1248789 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1249014.250000 Penalty: 3107.644531
	Iteration 4Q: 3 clusters Score -1249014 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1249191.000000 Penalty: 3107.644531
	Iteration 5Q: 3 clusters Score -1249191 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1249328.250000 Penalty: 3107.644531
	Iteration 6Q: 3 clusters Score -1249328 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1249460.750000 Penalty: 3107.644531
	Iteration 7Q: 3 clusters Score -1249461 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1249580.000000 Penalty: 3107.644531
	Iteration 8Q: 3 clusters Score -1249580 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1249688.875000 Penalty: 3107.644531
	Iteration 9Q: 3 clusters Score -1249689 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1249800.625000 Penalty: 3107.644531
	Iteration 10Q: 3 clusters Score -1249801 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1249948.500000 Penalty: 3107.644531
	Iteration 11Q: 3 clusters Score -1249948 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1250136.125000 Penalty: 3107.644531
	Iteration 12Q: 3 clusters Score -1250136 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1250352.750000 Penalty: 3107.644531
	Iteration 13Q: 3 clusters Score -1250353 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1250621.375000 Penalty: 3107.644531
	Iteration 14Q: 3 clusters Score -1250621 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1250925.750000 Penalty: 3107.644531
	Iteration 15Q: 3 clusters Score -1250926 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1251247.625000 Penalty: 3107.644531
	Iteration 16Q: 3 clusters Score -1251248 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1251546.875000 Penalty: 3107.644531
	Iteration 17Q: 3 clusters Score -1251547 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1251841.625000 Penalty: 3107.644531
	Iteration 18Q: 3 clusters Score -1251842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1252107.875000 Penalty: 3107.644531
	Iteration 19Q: 3 clusters Score -1252108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1252312.250000 Penalty: 3107.644531
	Iteration 20F: 3 clusters Score -1252312 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1252483.250000 Penalty: 3107.644531
	Iteration 21Q: 3 clusters Score -1252483 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1252627.000000 Penalty: 3107.644531
	Iteration 22Q: 3 clusters Score -1252627 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1252739.125000 Penalty: 3107.644531
	Iteration 23Q: 3 clusters Score -1252739 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1252828.500000 Penalty: 3107.644531
	Iteration 24Q: 3 clusters Score -1252828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1252891.375000 Penalty: 3107.644531
	Iteration 25Q: 3 clusters Score -1252891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1252936.000000 Penalty: 3107.644531
	Iteration 26Q: 3 clusters Score -1252936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1252969.750000 Penalty: 3107.644531
	Iteration 27Q: 3 clusters Score -1252970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1253005.750000 Penalty: 3107.644531
	Iteration 28Q: 3 clusters Score -1253006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1253027.250000 Penalty: 3107.644531
	Iteration 29Q: 3 clusters Score -1253027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1253044.375000 Penalty: 3107.644531
	Iteration 30Q: 3 clusters Score -1253044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1253054.250000 Penalty: 3107.644531
	Iteration 31Q: 3 clusters Score -1253054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253063.750000 Penalty: 3107.644531
	Iteration 32Q: 3 clusters Score -1253064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1253075.625000 Penalty: 3107.644531
	Iteration 33Q: 3 clusters Score -1253076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1253086.250000 Penalty: 3107.644531
	Iteration 34Q: 3 clusters Score -1253086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1253094.875000 Penalty: 3107.644531
	Iteration 35Q: 3 clusters Score -1253095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1253099.875000 Penalty: 3107.644531
	Iteration 36Q: 3 clusters Score -1253100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1253108.875000 Penalty: 3107.644531
	Iteration 37Q: 3 clusters Score -1253109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1253115.875000 Penalty: 3107.644531
	Iteration 38Q: 3 clusters Score -1253116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1253119.875000 Penalty: 3107.644531
	Iteration 39Q: 3 clusters Score -1253120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1253124.125000 Penalty: 3107.644531
	Iteration 40F: 3 clusters Score -1253124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1253128.625000 Penalty: 3107.644531
	Iteration 41Q: 3 clusters Score -1253129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1253134.125000 Penalty: 3107.644531
	Iteration 42Q: 3 clusters Score -1253134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1253139.125000 Penalty: 3107.644531
	Iteration 43Q: 3 clusters Score -1253139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1253140.500000 Penalty: 3107.644531
	Iteration 44Q: 3 clusters Score -1253140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1253143.500000 Penalty: 3107.644531
	Iteration 45Q: 3 clusters Score -1253144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1253146.500000 Penalty: 3107.644531
	Iteration 46Q: 3 clusters Score -1253146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1253152.625000 Penalty: 3107.644531
	Iteration 47Q: 3 clusters Score -1253153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1253155.625000 Penalty: 3107.644531
	Iteration 48Q: 3 clusters Score -1253156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1253160.375000 Penalty: 3107.644531
	Iteration 49Q: 3 clusters Score -1253160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1253160.375000 Penalty: 3107.644531
	Iteration 50F: 3 clusters Score -1253160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -225284.859375 Penalty: 1287.720581
	Iteration 0F: 2 clusters Score -225284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -222713.890625 Penalty: 2575.441162
	Iteration 0F: 3 clusters Score -222713.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -223401.906250 Penalty: 2575.441162
	Iteration 1F: 3 clusters Score -223401.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -223597.234375 Penalty: 2575.441162
	Iteration 2F: 3 clusters Score -223597.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -223769.312500 Penalty: 2575.441162
	Iteration 3F: 3 clusters Score -223769.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -223939.531250 Penalty: 2575.441162
	Iteration 4F: 3 clusters Score -223939.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -224161.265625 Penalty: 2575.441162
	Iteration 5F: 3 clusters Score -224161.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -224372.375000 Penalty: 2575.441162
	Iteration 6F: 3 clusters Score -224372.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -224492.437500 Penalty: 2575.441162
	Iteration 7Q: 3 clusters Score -224492.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -224562.906250 Penalty: 2575.441162
	Iteration 8Q: 3 clusters Score -224562.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -224620.125000 Penalty: 2575.441162
	Iteration 9Q: 3 clusters Score -224620.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -224660.140625 Penalty: 2575.441162
	Iteration 10Q: 3 clusters Score -224660.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -224698.750000 Penalty: 2575.441162
	Iteration 11Q: 3 clusters Score -224698.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -224730.015625 Penalty: 2575.441162
	Iteration 12Q: 3 clusters Score -224730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -224749.515625 Penalty: 2575.441162
	Iteration 13Q: 3 clusters Score -224749.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -224767.812500 Penalty: 2575.441162
	Iteration 14Q: 3 clusters Score -224767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -224777.968750 Penalty: 2575.441162
	Iteration 15Q: 3 clusters Score -224778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -224786.078125 Penalty: 2575.441162
	Iteration 16Q: 3 clusters Score -224786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -224796.375000 Penalty: 2575.441162
	Iteration 17Q: 3 clusters Score -224796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -224808.531250 Penalty: 2575.441162
	Iteration 18Q: 3 clusters Score -224808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -224824.890625 Penalty: 2575.441162
	Iteration 19Q: 3 clusters Score -224824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -224842.218750 Penalty: 2575.441162
	Iteration 20F: 3 clusters Score -224842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -224859.765625 Penalty: 2575.441162
	Iteration 21Q: 3 clusters Score -224859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -224871.421875 Penalty: 2575.441162
	Iteration 22Q: 3 clusters Score -224871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -224884.843750 Penalty: 2575.441162
	Iteration 23Q: 3 clusters Score -224884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -224901.203125 Penalty: 2575.441162
	Iteration 24Q: 3 clusters Score -224901.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -224910.312500 Penalty: 2575.441162
	Iteration 25Q: 3 clusters Score -224910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -224915.015625 Penalty: 2575.441162
	Iteration 26Q: 3 clusters Score -224915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -224917.625000 Penalty: 2575.441162
	Iteration 27Q: 3 clusters Score -224917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -224923.546875 Penalty: 2575.441162
	Iteration 28Q: 3 clusters Score -224923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -224928.468750 Penalty: 2575.441162
	Iteration 29Q: 3 clusters Score -224928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -224930.953125 Penalty: 2575.441162
	Iteration 30Q: 3 clusters Score -224931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -224934.437500 Penalty: 2575.441162
	Iteration 31Q: 3 clusters Score -224934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -224937.765625 Penalty: 2575.441162
	Iteration 32Q: 3 clusters Score -224937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -224942.156250 Penalty: 2575.441162
	Iteration 33Q: 3 clusters Score -224942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -224947.828125 Penalty: 2575.441162
	Iteration 34Q: 3 clusters Score -224947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -224951.906250 Penalty: 2575.441162
	Iteration 35Q: 3 clusters Score -224951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -224952.828125 Penalty: 2575.441162
	Iteration 36Q: 3 clusters Score -224952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -224952.828125 Penalty: 2575.441162
	Iteration 37F: 3 clusters Score -224952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -415948.437500 Penalty: 1379.963135
	Iteration 0F: 2 clusters Score -415948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -412080.093750 Penalty: 2759.926270
	Iteration 0F: 3 clusters Score -412080.1 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -413227.937500 Penalty: 2759.926270
	Iteration 1F: 3 clusters Score -413227.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -413447.312500 Penalty: 2759.926270
	Iteration 2F: 3 clusters Score -413447.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -413606.343750 Penalty: 2759.926270
	Iteration 3F: 3 clusters Score -413606.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -413735.312500 Penalty: 2759.926270
	Iteration 4Q: 3 clusters Score -413735.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -413850.531250 Penalty: 2759.926270
	Iteration 5Q: 3 clusters Score -413850.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -413936.531250 Penalty: 2759.926270
	Iteration 6Q: 3 clusters Score -413936.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -414011.156250 Penalty: 2759.926270
	Iteration 7Q: 3 clusters Score -414011.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -414070.562500 Penalty: 2759.926270
	Iteration 8Q: 3 clusters Score -414070.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -414130.312500 Penalty: 2759.926270
	Iteration 9Q: 3 clusters Score -414130.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -414187.125000 Penalty: 2759.926270
	Iteration 10Q: 3 clusters Score -414187.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -414243.437500 Penalty: 2759.926270
	Iteration 11Q: 3 clusters Score -414243.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -414288.250000 Penalty: 2759.926270
	Iteration 12Q: 3 clusters Score -414288.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414329.468750 Penalty: 2759.926270
	Iteration 13Q: 3 clusters Score -414329.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -414374.093750 Penalty: 2759.926270
	Iteration 14Q: 3 clusters Score -414374.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -414418.625000 Penalty: 2759.926270
	Iteration 15Q: 3 clusters Score -414418.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -414480.281250 Penalty: 2759.926270
	Iteration 16Q: 3 clusters Score -414480.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -414549.531250 Penalty: 2759.926270
	Iteration 17Q: 3 clusters Score -414549.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414613.062500 Penalty: 2759.926270
	Iteration 18Q: 3 clusters Score -414613.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -414667.906250 Penalty: 2759.926270
	Iteration 19Q: 3 clusters Score -414667.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -414702.562500 Penalty: 2759.926270
	Iteration 20F: 3 clusters Score -414702.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -414727.500000 Penalty: 2759.926270
	Iteration 21Q: 3 clusters Score -414727.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -414746.093750 Penalty: 2759.926270
	Iteration 22Q: 3 clusters Score -414746.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -414763.156250 Penalty: 2759.926270
	Iteration 23Q: 3 clusters Score -414763.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -414780.093750 Penalty: 2759.926270
	Iteration 24Q: 3 clusters Score -414780.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -414792.593750 Penalty: 2759.926270
	Iteration 25Q: 3 clusters Score -414792.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -414801.375000 Penalty: 2759.926270
	Iteration 26Q: 3 clusters Score -414801.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -414812.468750 Penalty: 2759.926270
	Iteration 27Q: 3 clusters Score -414812.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -414821.062500 Penalty: 2759.926270
	Iteration 28Q: 3 clusters Score -414821.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -414824.781250 Penalty: 2759.926270
	Iteration 29Q: 3 clusters Score -414824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -414826.250000 Penalty: 2759.926270
	Iteration 30Q: 3 clusters Score -414826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -414827.156250 Penalty: 2759.926270
	Iteration 31Q: 3 clusters Score -414827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -414827.906250 Penalty: 2759.926270
	Iteration 32Q: 3 clusters Score -414827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -414827.906250 Penalty: 2759.926270
	Iteration 33F: 3 clusters Score -414827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 94551 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8678 members 
Mstep: Class 5 contains 82494 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 174950 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 30616 members 
Mstep: Class 10 contains 901 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 157565 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 78890 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 7258 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 3026 members 
Mstep: Class 25 contains 37856 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 5621 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76308616.000000 Penalty: 75720.648438
Iteration 159Q: 35 clusters Score -7.630862e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 94594 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8647 members 
Mstep: Class 5 contains 82398 members 
Mstep: Class 6 contains 26865 members 
Mstep: Class 7 contains 174935 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 30597 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21484 members 
Mstep: Class 12 contains 156955 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 12052 members 
Mstep: Class 15 contains 28067 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 78718 members 
Mstep: Class 18 contains 37586 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 18056 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 37823 members 
Mstep: Class 26 contains 1994 members 
Mstep: Class 27 contains 1574 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 5628 members 
Mstep: Class 30 contains 15011 members 
Mstep: Class 31 contains 2792 members 
Mstep: Class 32 contains 4877 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76309672.000000 Penalty: 75720.648438
Iteration 160F: 35 clusters Score -7.630967e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 94642 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8621 members 
Mstep: Class 5 contains 82336 members 
Mstep: Class 6 contains 26796 members 
Mstep: Class 7 contains 174927 members 
Mstep: Class 8 contains 11656 members 
Mstep: Class 9 contains 30585 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21489 members 
Mstep: Class 12 contains 156354 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 12026 members 
Mstep: Class 15 contains 27891 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 78577 members 
Mstep: Class 18 contains 37198 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 18035 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 7735 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 3210 members 
Mstep: Class 25 contains 37802 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 1105 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 15760 members 
Mstep: Class 31 contains 2789 members 
Mstep: Class 32 contains 4869 members 
Mstep: Class 33 contains 4083 members 
Mstep: Class 34 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76310368.000000 Penalty: 75720.648438
Iteration 161Q: 35 clusters Score -7.631037e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 94701 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 82275 members 
Mstep: Class 6 contains 26790 members 
Mstep: Class 7 contains 174918 members 
Mstep: Class 8 contains 11659 members 
Mstep: Class 9 contains 30576 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21495 members 
Mstep: Class 12 contains 155771 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 12007 members 
Mstep: Class 15 contains 27765 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 78436 members 
Mstep: Class 18 contains 36900 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 18025 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 2768 members 
Mstep: Class 24 contains 3233 members 
Mstep: Class 25 contains 37813 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1589 members 
Mstep: Class 28 contains 1108 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 16475 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 4868 members 
Mstep: Class 33 contains 4426 members 
Mstep: Class 34 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76310784.000000 Penalty: 75720.648438
Iteration 162Q: 35 clusters Score -7.631078e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 94758 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 82208 members 
Mstep: Class 6 contains 26774 members 
Mstep: Class 7 contains 174923 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 30568 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 12 contains 155249 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 27642 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 78303 members 
Mstep: Class 18 contains 36677 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 18022 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 8070 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 3244 members 
Mstep: Class 25 contains 37838 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 5465 members 
Mstep: Class 30 contains 17128 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 4856 members 
Mstep: Class 33 contains 4680 members 
Mstep: Class 34 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311032.000000 Penalty: 75720.648438
Iteration 163Q: 35 clusters Score -7.631103e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 94819 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 82146 members 
Mstep: Class 6 contains 26776 members 
Mstep: Class 7 contains 174922 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 30567 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 154783 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 11983 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 78149 members 
Mstep: Class 18 contains 36473 members 
Mstep: Class 19 contains 4511 members 
Mstep: Class 20 contains 18018 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 8202 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 37854 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 5437 members 
Mstep: Class 30 contains 17695 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 4864 members 
Mstep: Class 33 contains 4901 members 
Mstep: Class 34 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311008.000000 Penalty: 75720.648438
Iteration 164Q: 35 clusters Score -7.631101e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 94873 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 82076 members 
Mstep: Class 6 contains 26754 members 
Mstep: Class 7 contains 174930 members 
Mstep: Class 8 contains 11673 members 
Mstep: Class 9 contains 30565 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 154343 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 78021 members 
Mstep: Class 18 contains 36304 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 18018 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 37865 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 1621 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 18248 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 4874 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311536.000000 Penalty: 75720.648438
Iteration 165Q: 35 clusters Score -7.631154e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 94929 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8486 members 
Mstep: Class 5 contains 82024 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 174936 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 30566 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 153953 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11982 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 77882 members 
Mstep: Class 18 contains 36161 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 18018 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 8353 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 3280 members 
Mstep: Class 25 contains 37857 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 5362 members 
Mstep: Class 30 contains 18768 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 4880 members 
Mstep: Class 33 contains 5267 members 
Mstep: Class 34 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311816.000000 Penalty: 75720.648438
Iteration 166Q: 35 clusters Score -7.631182e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 95001 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8457 members 
Mstep: Class 5 contains 81976 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 174942 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 30570 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 153598 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 77745 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 18017 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 8408 members 
Mstep: Class 23 contains 2877 members 
Mstep: Class 24 contains 3294 members 
Mstep: Class 25 contains 37863 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 5309 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 4886 members 
Mstep: Class 33 contains 5400 members 
Mstep: Class 34 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312024.000000 Penalty: 75720.648438
Iteration 167Q: 35 clusters Score -7.631202e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 95052 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8437 members 
Mstep: Class 5 contains 81937 members 
Mstep: Class 6 contains 26690 members 
Mstep: Class 7 contains 174949 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 30566 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 153300 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 27389 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 77611 members 
Mstep: Class 18 contains 35960 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 37862 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1633 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 19701 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 5511 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312296.000000 Penalty: 75720.648438
Iteration 168Q: 35 clusters Score -7.63123e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 95100 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 81885 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 174955 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 30570 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 153031 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 27361 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 77502 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 18011 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 8509 members 
Mstep: Class 23 contains 2898 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 37878 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 5208 members 
Mstep: Class 30 contains 20121 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 4892 members 
Mstep: Class 33 contains 5611 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312176.000000 Penalty: 75720.648438
Iteration 169Q: 35 clusters Score -7.631218e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 95152 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8375 members 
Mstep: Class 5 contains 81851 members 
Mstep: Class 6 contains 26616 members 
Mstep: Class 7 contains 174956 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 30575 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 152818 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 77397 members 
Mstep: Class 18 contains 35829 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 18002 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 37879 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1638 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 5159 members 
Mstep: Class 30 contains 20480 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4892 members 
Mstep: Class 33 contains 5721 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312240.000000 Penalty: 75720.648438
Iteration 170Q: 35 clusters Score -7.631224e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 95185 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8349 members 
Mstep: Class 5 contains 81828 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 174953 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 152633 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 27314 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 77295 members 
Mstep: Class 18 contains 35754 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 17994 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 8589 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 3311 members 
Mstep: Class 25 contains 37889 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1641 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 5110 members 
Mstep: Class 30 contains 20820 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 5827 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312248.000000 Penalty: 75720.648438
Iteration 171Q: 35 clusters Score -7.631225e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 95216 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 5 contains 81810 members 
Mstep: Class 6 contains 26526 members 
Mstep: Class 7 contains 174956 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 30584 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21511 members 
Mstep: Class 12 contains 152429 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 27292 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 77219 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17985 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 3311 members 
Mstep: Class 25 contains 37888 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21155 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 5922 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312344.000000 Penalty: 75720.648438
Iteration 172Q: 35 clusters Score -7.631234e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 95245 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8317 members 
Mstep: Class 5 contains 81779 members 
Mstep: Class 6 contains 26504 members 
Mstep: Class 7 contains 174959 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 30583 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 152221 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 27270 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 77134 members 
Mstep: Class 18 contains 35599 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17979 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 8680 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 3313 members 
Mstep: Class 25 contains 37896 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 1643 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 21498 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4900 members 
Mstep: Class 33 contains 6013 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312240.000000 Penalty: 75720.648438
Iteration 173Q: 35 clusters Score -7.631224e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 95278 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8301 members 
Mstep: Class 5 contains 81737 members 
Mstep: Class 6 contains 26471 members 
Mstep: Class 7 contains 174963 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 30582 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 152040 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 27251 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 77066 members 
Mstep: Class 18 contains 35542 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 17969 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 8725 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 3318 members 
Mstep: Class 25 contains 37905 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4927 members 
Mstep: Class 30 contains 21831 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 6094 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312128.000000 Penalty: 75720.648438
Iteration 174Q: 35 clusters Score -7.631213e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 95302 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 81709 members 
Mstep: Class 6 contains 26423 members 
Mstep: Class 7 contains 174962 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 30580 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 151852 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 27233 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 76985 members 
Mstep: Class 18 contains 35496 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 17960 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 3318 members 
Mstep: Class 25 contains 37918 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 1645 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4868 members 
Mstep: Class 30 contains 22193 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 6153 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312296.000000 Penalty: 75720.648438
Iteration 175Q: 35 clusters Score -7.63123e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 95325 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 81684 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 174969 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 151670 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 15 contains 27218 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 76900 members 
Mstep: Class 18 contains 35456 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 3320 members 
Mstep: Class 25 contains 37927 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4824 members 
Mstep: Class 30 contains 22550 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 6196 members 
Mstep: Class 34 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312288.000000 Penalty: 75720.648438
Iteration 176Q: 35 clusters Score -7.631229e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 95359 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 81650 members 
Mstep: Class 6 contains 26337 members 
Mstep: Class 7 contains 174972 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21507 members 
Mstep: Class 12 contains 151480 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 27200 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 76813 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 17948 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 8862 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3321 members 
Mstep: Class 25 contains 37948 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 1645 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4764 members 
Mstep: Class 30 contains 22881 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 6253 members 
Mstep: Class 34 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312352.000000 Penalty: 75720.648438
Iteration 177Q: 35 clusters Score -7.631235e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 95388 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8213 members 
Mstep: Class 5 contains 81617 members 
Mstep: Class 6 contains 26313 members 
Mstep: Class 7 contains 174975 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 21507 members 
Mstep: Class 12 contains 151292 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 27172 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 76733 members 
Mstep: Class 18 contains 35368 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 17947 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 8926 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 37964 members 
Mstep: Class 26 contains 2049 members 
Mstep: Class 27 contains 1648 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 23184 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 6312 members 
Mstep: Class 34 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312312.000000 Penalty: 75720.648438
Iteration 178Q: 35 clusters Score -7.631231e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 95423 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 81586 members 
Mstep: Class 6 contains 26296 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 30582 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 151123 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 27148 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 76666 members 
Mstep: Class 18 contains 35317 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 17945 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 8981 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 37981 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4634 members 
Mstep: Class 30 contains 23447 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312552.000000 Penalty: 75720.648438
Iteration 179Q: 35 clusters Score -7.631255e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 95455 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 81559 members 
Mstep: Class 6 contains 26280 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30582 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 150957 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 15 contains 27136 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 76594 members 
Mstep: Class 18 contains 35280 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 17948 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 22 contains 9028 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 37995 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 1654 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 4577 members 
Mstep: Class 30 contains 23693 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4901 members 
Mstep: Class 33 contains 6423 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312680.000000 Penalty: 75720.648438
Iteration 180F: 35 clusters Score -7.631268e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 95490 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8166 members 
Mstep: Class 5 contains 81533 members 
Mstep: Class 6 contains 26259 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30585 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 21499 members 
Mstep: Class 12 contains 150804 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 27125 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 76536 members 
Mstep: Class 18 contains 35232 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17944 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38004 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 4520 members 
Mstep: Class 30 contains 23934 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 6476 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312736.000000 Penalty: 75720.648438
Iteration 181Q: 35 clusters Score -7.631274e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 95528 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8157 members 
Mstep: Class 5 contains 81505 members 
Mstep: Class 6 contains 26236 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30586 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 21494 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 27107 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 76471 members 
Mstep: Class 18 contains 35181 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17942 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 9116 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38012 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 4477 members 
Mstep: Class 30 contains 24151 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 6534 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312808.000000 Penalty: 75720.648438
Iteration 182Q: 35 clusters Score -7.631281e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 95552 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 81467 members 
Mstep: Class 6 contains 26211 members 
Mstep: Class 7 contains 174988 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30590 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 21492 members 
Mstep: Class 12 contains 150568 members 
Mstep: Class 13 contains 2133 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 27092 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 76416 members 
Mstep: Class 18 contains 35137 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17941 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 9163 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38020 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1667 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 4429 members 
Mstep: Class 30 contains 24356 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4910 members 
Mstep: Class 33 contains 6579 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312800.000000 Penalty: 75720.648438
Iteration 183Q: 35 clusters Score -7.63128e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 95562 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 81435 members 
Mstep: Class 6 contains 26180 members 
Mstep: Class 7 contains 174987 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30594 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 21487 members 
Mstep: Class 12 contains 150472 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 27081 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 76371 members 
Mstep: Class 18 contains 35103 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17942 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 3031 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38027 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 4373 members 
Mstep: Class 30 contains 24559 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 4917 members 
Mstep: Class 33 contains 6625 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312696.000000 Penalty: 75720.648438
Iteration 184Q: 35 clusters Score -7.63127e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 95583 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 81402 members 
Mstep: Class 6 contains 26165 members 
Mstep: Class 7 contains 174989 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 30597 members 
Mstep: Class 10 contains 914 members 
Mstep: Class 11 contains 21479 members 
Mstep: Class 12 contains 150376 members 
Mstep: Class 13 contains 2131 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 27064 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 76325 members 
Mstep: Class 18 contains 35080 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38036 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 4319 members 
Mstep: Class 30 contains 24742 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4917 members 
Mstep: Class 33 contains 6658 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312784.000000 Penalty: 75720.648438
Iteration 185Q: 35 clusters Score -7.631278e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 95597 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 81385 members 
Mstep: Class 6 contains 26150 members 
Mstep: Class 7 contains 174986 members 
Mstep: Class 8 contains 11692 members 
Mstep: Class 9 contains 30599 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 150279 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 76284 members 
Mstep: Class 18 contains 35047 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17939 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 38049 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 4271 members 
Mstep: Class 30 contains 24896 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4918 members 
Mstep: Class 33 contains 6700 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312768.000000 Penalty: 75720.648438
Iteration 186Q: 35 clusters Score -7.631277e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 95604 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 81365 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 30602 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 150191 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 27041 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 76241 members 
Mstep: Class 18 contains 35012 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17939 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 9318 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 38058 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 1108 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 25035 members 
Mstep: Class 31 contains 2842 members 
Mstep: Class 32 contains 4920 members 
Mstep: Class 33 contains 6750 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312800.000000 Penalty: 75720.648438
Iteration 187Q: 35 clusters Score -7.63128e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 95622 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 81351 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 30606 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 21475 members 
Mstep: Class 12 contains 150111 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 27041 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 76195 members 
Mstep: Class 18 contains 34981 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 9348 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 38078 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 1108 members 
Mstep: Class 29 contains 4188 members 
Mstep: Class 30 contains 25167 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 4923 members 
Mstep: Class 33 contains 6791 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312824.000000 Penalty: 75720.648438
Iteration 188Q: 35 clusters Score -7.631282e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 95634 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 81340 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30609 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21468 members 
Mstep: Class 12 contains 150039 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 76154 members 
Mstep: Class 18 contains 34957 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 38080 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 25296 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 4927 members 
Mstep: Class 33 contains 6827 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312752.000000 Penalty: 75720.648438
Iteration 189Q: 35 clusters Score -7.631275e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 95643 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 81327 members 
Mstep: Class 6 contains 26082 members 
Mstep: Class 7 contains 174976 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30613 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 149986 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11968 members 
Mstep: Class 15 contains 27021 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 76117 members 
Mstep: Class 18 contains 34928 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 9405 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38083 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 4112 members 
Mstep: Class 30 contains 25409 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 6862 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312600.000000 Penalty: 75720.648438
Iteration 190Q: 35 clusters Score -7.63126e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 95667 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 81310 members 
Mstep: Class 6 contains 26074 members 
Mstep: Class 7 contains 174976 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30618 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21455 members 
Mstep: Class 12 contains 149929 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11968 members 
Mstep: Class 15 contains 27011 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 76084 members 
Mstep: Class 18 contains 34899 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38091 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 4075 members 
Mstep: Class 30 contains 25499 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6893 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312736.000000 Penalty: 75720.648438
Iteration 191Q: 35 clusters Score -7.631274e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 95689 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 81296 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 7 contains 174974 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21447 members 
Mstep: Class 12 contains 149863 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 76064 members 
Mstep: Class 18 contains 34874 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 9466 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38100 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 25591 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6922 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312824.000000 Penalty: 75720.648438
Iteration 192Q: 35 clusters Score -7.631282e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 95713 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 81290 members 
Mstep: Class 6 contains 26060 members 
Mstep: Class 7 contains 174977 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30621 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 149785 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 26991 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 76045 members 
Mstep: Class 18 contains 34850 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9486 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 38113 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 25679 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 6955 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312952.000000 Penalty: 75720.648438
Iteration 193Q: 35 clusters Score -7.631295e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 95737 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 81281 members 
Mstep: Class 6 contains 26046 members 
Mstep: Class 7 contains 174976 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30621 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21428 members 
Mstep: Class 12 contains 149726 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 26984 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 76019 members 
Mstep: Class 18 contains 34834 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 17935 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 9505 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 38129 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 4004 members 
Mstep: Class 30 contains 25765 members 
Mstep: Class 31 contains 2842 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6974 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313080.000000 Penalty: 75720.648438
Iteration 194Q: 35 clusters Score -7.631308e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 95758 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 81286 members 
Mstep: Class 6 contains 26039 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 149659 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 26972 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75999 members 
Mstep: Class 18 contains 34827 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17931 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9520 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38137 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3994 members 
Mstep: Class 30 contains 25832 members 
Mstep: Class 31 contains 2840 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 6982 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312952.000000 Penalty: 75720.648438
Iteration 195Q: 35 clusters Score -7.631295e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 95778 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 81287 members 
Mstep: Class 6 contains 26033 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21416 members 
Mstep: Class 12 contains 149588 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 26963 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75987 members 
Mstep: Class 18 contains 34820 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 9535 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 38149 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 25899 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 6998 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312896.000000 Penalty: 75720.648438
Iteration 196Q: 35 clusters Score -7.63129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 95796 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 81285 members 
Mstep: Class 6 contains 26024 members 
Mstep: Class 7 contains 174977 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 30624 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21412 members 
Mstep: Class 12 contains 149523 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 26955 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75979 members 
Mstep: Class 18 contains 34806 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9550 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 3323 members 
Mstep: Class 25 contains 38157 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 25961 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 7019 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312992.000000 Penalty: 75720.648438
Iteration 197Q: 35 clusters Score -7.631299e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 81281 members 
Mstep: Class 6 contains 26012 members 
Mstep: Class 7 contains 174978 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21408 members 
Mstep: Class 12 contains 149457 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 26950 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75962 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9560 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38165 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3960 members 
Mstep: Class 30 contains 26039 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 7031 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312888.000000 Penalty: 75720.648438
Iteration 198Q: 35 clusters Score -7.631289e+07 nChanged 157
Entering ConstructFrom: 
Score: -76312888.000000 Penalty: 75720.648438
Entering ConstructFrom: 
Trying to split cluster 1 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1015000.937500 Penalty: 1519.998047
	Iteration 0F: 2 clusters Score -1015001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1006886.187500 Penalty: 3039.996094
	Iteration 0F: 3 clusters Score -1006886 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1009442.375000 Penalty: 3039.996094
	Iteration 1F: 3 clusters Score -1009442 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1009660.062500 Penalty: 3039.996094
	Iteration 2F: 3 clusters Score -1009660 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1009816.500000 Penalty: 3039.996094
	Iteration 3Q: 3 clusters Score -1009816 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1009933.750000 Penalty: 3039.996094
	Iteration 4Q: 3 clusters Score -1009934 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1010048.375000 Penalty: 3039.996094
	Iteration 5Q: 3 clusters Score -1010048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1010149.125000 Penalty: 3039.996094
	Iteration 6Q: 3 clusters Score -1010149 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1010240.562500 Penalty: 3039.996094
	Iteration 7Q: 3 clusters Score -1010241 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1010332.187500 Penalty: 3039.996094
	Iteration 8Q: 3 clusters Score -1010332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1010443.187500 Penalty: 3039.996094
	Iteration 9Q: 3 clusters Score -1010443 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1010593.125000 Penalty: 3039.996094
	Iteration 10Q: 3 clusters Score -1010593 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1010766.312500 Penalty: 3039.996094
	Iteration 11Q: 3 clusters Score -1010766 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1010966.750000 Penalty: 3039.996094
	Iteration 12Q: 3 clusters Score -1010967 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1011198.250000 Penalty: 3039.996094
	Iteration 13Q: 3 clusters Score -1011198 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1011435.875000 Penalty: 3039.996094
	Iteration 14Q: 3 clusters Score -1011436 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1011672.187500 Penalty: 3039.996094
	Iteration 15Q: 3 clusters Score -1011672 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1011884.500000 Penalty: 3039.996094
	Iteration 16Q: 3 clusters Score -1011884 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1012063.375000 Penalty: 3039.996094
	Iteration 17Q: 3 clusters Score -1012063 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1012208.125000 Penalty: 3039.996094
	Iteration 18Q: 3 clusters Score -1012208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1012328.187500 Penalty: 3039.996094
	Iteration 19Q: 3 clusters Score -1012328 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1012433.312500 Penalty: 3039.996094
	Iteration 20F: 3 clusters Score -1012433 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1012527.125000 Penalty: 3039.996094
	Iteration 21Q: 3 clusters Score -1012527 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1012613.937500 Penalty: 3039.996094
	Iteration 22Q: 3 clusters Score -1012614 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1012724.562500 Penalty: 3039.996094
	Iteration 23Q: 3 clusters Score -1012725 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1012818.375000 Penalty: 3039.996094
	Iteration 24Q: 3 clusters Score -1012818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1012908.312500 Penalty: 3039.996094
	Iteration 25Q: 3 clusters Score -1012908 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1012999.062500 Penalty: 3039.996094
	Iteration 26Q: 3 clusters Score -1012999 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1013079.250000 Penalty: 3039.996094
	Iteration 27Q: 3 clusters Score -1013079 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1013150.125000 Penalty: 3039.996094
	Iteration 28Q: 3 clusters Score -1013150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1013215.437500 Penalty: 3039.996094
	Iteration 29Q: 3 clusters Score -1013215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1013285.250000 Penalty: 3039.996094
	Iteration 30Q: 3 clusters Score -1013285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1013353.937500 Penalty: 3039.996094
	Iteration 31Q: 3 clusters Score -1013354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1013419.062500 Penalty: 3039.996094
	Iteration 32Q: 3 clusters Score -1013419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1013464.625000 Penalty: 3039.996094
	Iteration 33Q: 3 clusters Score -1013465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1013500.062500 Penalty: 3039.996094
	Iteration 34Q: 3 clusters Score -1013500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1013528.562500 Penalty: 3039.996094
	Iteration 35Q: 3 clusters Score -1013529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1013556.187500 Penalty: 3039.996094
	Iteration 36Q: 3 clusters Score -1013556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1013581.937500 Penalty: 3039.996094
	Iteration 37Q: 3 clusters Score -1013582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1013606.125000 Penalty: 3039.996094
	Iteration 38Q: 3 clusters Score -1013606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1013622.625000 Penalty: 3039.996094
	Iteration 39Q: 3 clusters Score -1013623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1013642.687500 Penalty: 3039.996094
	Iteration 40F: 3 clusters Score -1013643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1013655.062500 Penalty: 3039.996094
	Iteration 41Q: 3 clusters Score -1013655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1013672.562500 Penalty: 3039.996094
	Iteration 42Q: 3 clusters Score -1013673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1013684.250000 Penalty: 3039.996094
	Iteration 43Q: 3 clusters Score -1013684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1013695.437500 Penalty: 3039.996094
	Iteration 44Q: 3 clusters Score -1013695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1013702.812500 Penalty: 3039.996094
	Iteration 45Q: 3 clusters Score -1013703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1013710.687500 Penalty: 3039.996094
	Iteration 46Q: 3 clusters Score -1013711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1013717.812500 Penalty: 3039.996094
	Iteration 47Q: 3 clusters Score -1013718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1013719.937500 Penalty: 3039.996094
	Iteration 48Q: 3 clusters Score -1013720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1013723.750000 Penalty: 3039.996094
	Iteration 49Q: 3 clusters Score -1013724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1013727.187500 Penalty: 3039.996094
	Iteration 50Q: 3 clusters Score -1013727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1013729.187500 Penalty: 3039.996094
	Iteration 51Q: 3 clusters Score -1013729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1013729.812500 Penalty: 3039.996094
	Iteration 52Q: 3 clusters Score -1013730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1013732.000000 Penalty: 3039.996094
	Iteration 53Q: 3 clusters Score -1013732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1013733.000000 Penalty: 3039.996094
	Iteration 54Q: 3 clusters Score -1013733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1013732.812500 Penalty: 3039.996094
	Iteration 55Q: 3 clusters Score -1013733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1013733.437500 Penalty: 3039.996094
	Iteration 56Q: 3 clusters Score -1013733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1013733.437500 Penalty: 3039.996094
	Iteration 57F: 3 clusters Score -1013733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Entering Unmasked Estep 
Score: -8598816.000000 Penalty: 1863.927124
	Iteration 0F: 2 clusters Score -8598816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -8534447.000000 Penalty: 3727.854248
	Iteration 0F: 3 clusters Score -8534447 nChanged 45967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8561186.000000 Penalty: 3727.854248
	Iteration 1F: 3 clusters Score -8561186 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8561891.000000 Penalty: 3727.854248
	Iteration 2Q: 3 clusters Score -8561891 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8562697.000000 Penalty: 3727.854248
	Iteration 3Q: 3 clusters Score -8562697 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8563722.000000 Penalty: 3727.854248
	Iteration 4Q: 3 clusters Score -8563722 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8565196.000000 Penalty: 3727.854248
	Iteration 5Q: 3 clusters Score -8565196 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -8567421.000000 Penalty: 3727.854248
	Iteration 6Q: 3 clusters Score -8567421 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -8570870.000000 Penalty: 3727.854248
	Iteration 7F: 3 clusters Score -8570870 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8576179.000000 Penalty: 3727.854248
	Iteration 8F: 3 clusters Score -8576179 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -8583064.000000 Penalty: 3727.854248
	Iteration 9F: 3 clusters Score -8583064 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -8589769.000000 Penalty: 3727.854248
	Iteration 10F: 3 clusters Score -8589769 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8594126.000000 Penalty: 3727.854248
	Iteration 11Q: 3 clusters Score -8594126 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8596040.000000 Penalty: 3727.854248
	Iteration 12Q: 3 clusters Score -8596040 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8596717.000000 Penalty: 3727.854248
	Iteration 13Q: 3 clusters Score -8596717 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8596975.000000 Penalty: 3727.854248
	Iteration 14Q: 3 clusters Score -8596975 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8597072.000000 Penalty: 3727.854248
	Iteration 15Q: 3 clusters Score -8597072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8597140.000000 Penalty: 3727.854248
	Iteration 16Q: 3 clusters Score -8597140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8597167.000000 Penalty: 3727.854248
	Iteration 17Q: 3 clusters Score -8597167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8597175.000000 Penalty: 3727.854248
	Iteration 18Q: 3 clusters Score -8597175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8597173.000000 Penalty: 3727.854248
	Iteration 19Q: 3 clusters Score -8597173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8597181.000000 Penalty: 3727.854248
	Iteration 20F: 3 clusters Score -8597181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8597179.000000 Penalty: 3727.854248
	Iteration 21Q: 3 clusters Score -8597179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8597179.000000 Penalty: 3727.854248
	Iteration 22F: 3 clusters Score -8597179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -154189.375000 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -154189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152234.015625 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -152234 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152637.828125 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -152637.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152738.953125 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -152739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -152804.859375 Penalty: 2445.482422
	Iteration 3Q: 3 clusters Score -152804.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152887.703125 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -152887.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -152966.921875 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -152966.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153043.015625 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -153043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -153141.109375 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -153141.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153216.468750 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -153216.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153293.625000 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -153293.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -153371.593750 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -153371.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -153435.265625 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -153435.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -153475.921875 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -153475.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -153515.359375 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -153515.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -153531.328125 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -153531.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -153540.093750 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -153540.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -153548.062500 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -153548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -153550.734375 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -153550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153551.656250 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -153551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153551.812500 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -153551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153553.281250 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -153553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153557.203125 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -153557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -153557.812500 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -153557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153558.156250 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -153558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153560.062500 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -153560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153560.156250 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -153560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153560.156250 Penalty: 2445.482422
	Iteration 26F: 3 clusters Score -153560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -707650.125000 Penalty: 1462.297607
	Iteration 0F: 2 clusters Score -707650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -701686.312500 Penalty: 2924.595215
	Iteration 0F: 3 clusters Score -701686.3 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -703598.937500 Penalty: 2924.595215
	Iteration 1F: 3 clusters Score -703598.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -703812.000000 Penalty: 2924.595215
	Iteration 2F: 3 clusters Score -703812 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -703966.125000 Penalty: 2924.595215
	Iteration 3F: 3 clusters Score -703966.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -704081.437500 Penalty: 2924.595215
	Iteration 4Q: 3 clusters Score -704081.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -704185.625000 Penalty: 2924.595215
	Iteration 5Q: 3 clusters Score -704185.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -704297.750000 Penalty: 2924.595215
	Iteration 6Q: 3 clusters Score -704297.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -704428.062500 Penalty: 2924.595215
	Iteration 7Q: 3 clusters Score -704428.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -704585.312500 Penalty: 2924.595215
	Iteration 8Q: 3 clusters Score -704585.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -704741.000000 Penalty: 2924.595215
	Iteration 9Q: 3 clusters Score -704741 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -704929.125000 Penalty: 2924.595215
	Iteration 10Q: 3 clusters Score -704929.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -705142.437500 Penalty: 2924.595215
	Iteration 11Q: 3 clusters Score -705142.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -705329.625000 Penalty: 2924.595215
	Iteration 12Q: 3 clusters Score -705329.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -705482.625000 Penalty: 2924.595215
	Iteration 13Q: 3 clusters Score -705482.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -705610.812500 Penalty: 2924.595215
	Iteration 14Q: 3 clusters Score -705610.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -705713.562500 Penalty: 2924.595215
	Iteration 15Q: 3 clusters Score -705713.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -705775.437500 Penalty: 2924.595215
	Iteration 16Q: 3 clusters Score -705775.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -705823.125000 Penalty: 2924.595215
	Iteration 17Q: 3 clusters Score -705823.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -705852.625000 Penalty: 2924.595215
	Iteration 18Q: 3 clusters Score -705852.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -705875.125000 Penalty: 2924.595215
	Iteration 19Q: 3 clusters Score -705875.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -705895.375000 Penalty: 2924.595215
	Iteration 20F: 3 clusters Score -705895.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -705917.562500 Penalty: 2924.595215
	Iteration 21Q: 3 clusters Score -705917.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -705937.062500 Penalty: 2924.595215
	Iteration 22Q: 3 clusters Score -705937.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -705955.937500 Penalty: 2924.595215
	Iteration 23Q: 3 clusters Score -705955.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -705978.062500 Penalty: 2924.595215
	Iteration 24Q: 3 clusters Score -705978.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -705995.312500 Penalty: 2924.595215
	Iteration 25Q: 3 clusters Score -705995.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -706008.000000 Penalty: 2924.595215
	Iteration 26Q: 3 clusters Score -706008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -706015.750000 Penalty: 2924.595215
	Iteration 27Q: 3 clusters Score -706015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -706024.937500 Penalty: 2924.595215
	Iteration 28Q: 3 clusters Score -706024.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -706033.187500 Penalty: 2924.595215
	Iteration 29Q: 3 clusters Score -706033.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -706042.812500 Penalty: 2924.595215
	Iteration 30Q: 3 clusters Score -706042.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -706045.687500 Penalty: 2924.595215
	Iteration 31Q: 3 clusters Score -706045.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -706051.625000 Penalty: 2924.595215
	Iteration 32Q: 3 clusters Score -706051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -706049.375000 Penalty: 2924.595215
	Iteration 33Q: 3 clusters Score -706049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -706051.750000 Penalty: 2924.595215
	Iteration 34Q: 3 clusters Score -706051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -706053.312500 Penalty: 2924.595215
	Iteration 35Q: 3 clusters Score -706053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -706054.375000 Penalty: 2924.595215
	Iteration 36Q: 3 clusters Score -706054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -706055.250000 Penalty: 2924.595215
	Iteration 37Q: 3 clusters Score -706055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -706055.937500 Penalty: 2924.595215
	Iteration 38Q: 3 clusters Score -706055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -706057.750000 Penalty: 2924.595215
	Iteration 39Q: 3 clusters Score -706057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -706057.937500 Penalty: 2924.595215
	Iteration 40F: 3 clusters Score -706057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -706057.625000 Penalty: 2924.595215
	Iteration 41Q: 3 clusters Score -706057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -706059.375000 Penalty: 2924.595215
	Iteration 42Q: 3 clusters Score -706059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -706058.500000 Penalty: 2924.595215
	Iteration 43Q: 3 clusters Score -706058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -706060.687500 Penalty: 2924.595215
	Iteration 44Q: 3 clusters Score -706060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -706059.062500 Penalty: 2924.595215
	Iteration 45Q: 3 clusters Score -706059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -706060.937500 Penalty: 2924.595215
	Iteration 46Q: 3 clusters Score -706060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -706061.937500 Penalty: 2924.595215
	Iteration 47Q: 3 clusters Score -706061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -706061.937500 Penalty: 2924.595215
	Iteration 48F: 3 clusters Score -706061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Entering Unmasked Estep 
Score: -7135818.000000 Penalty: 1837.162964
	Iteration 0F: 2 clusters Score -7135818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7081443.000000 Penalty: 3674.325928
	Iteration 0F: 3 clusters Score -7081443 nChanged 38554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7103236.500000 Penalty: 3674.325928
	Iteration 1F: 3 clusters Score -7103236 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7103685.500000 Penalty: 3674.325928
	Iteration 2Q: 3 clusters Score -7103686 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -7104198.000000 Penalty: 3674.325928
	Iteration 3Q: 3 clusters Score -7104198 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7104707.000000 Penalty: 3674.325928
	Iteration 4Q: 3 clusters Score -7104707 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -7105297.500000 Penalty: 3674.325928
	Iteration 5Q: 3 clusters Score -7105298 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7106385.500000 Penalty: 3674.325928
	Iteration 6Q: 3 clusters Score -7106386 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7108445.500000 Penalty: 3674.325928
	Iteration 7F: 3 clusters Score -7108446 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -7112105.500000 Penalty: 3674.325928
	Iteration 8F: 3 clusters Score -7112106 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7118176.000000 Penalty: 3674.325928
	Iteration 9F: 3 clusters Score -7118176 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -7125457.500000 Penalty: 3674.325928
	Iteration 10F: 3 clusters Score -7125458 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7130826.500000 Penalty: 3674.325928
	Iteration 11F: 3 clusters Score -7130826 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7133129.500000 Penalty: 3674.325928
	Iteration 12Q: 3 clusters Score -7133130 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7133780.000000 Penalty: 3674.325928
	Iteration 13Q: 3 clusters Score -7133780 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7134031.500000 Penalty: 3674.325928
	Iteration 14Q: 3 clusters Score -7134032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7134121.000000 Penalty: 3674.325928
	Iteration 15Q: 3 clusters Score -7134121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7134186.500000 Penalty: 3674.325928
	Iteration 16Q: 3 clusters Score -7134186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7134229.500000 Penalty: 3674.325928
	Iteration 17Q: 3 clusters Score -7134230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7134247.000000 Penalty: 3674.325928
	Iteration 18Q: 3 clusters Score -7134247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7134253.000000 Penalty: 3674.325928
	Iteration 19Q: 3 clusters Score -7134253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7134263.000000 Penalty: 3674.325928
	Iteration 20F: 3 clusters Score -7134263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7134276.000000 Penalty: 3674.325928
	Iteration 21Q: 3 clusters Score -7134276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7134276.000000 Penalty: 3674.325928
	Iteration 22Q: 3 clusters Score -7134276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7134276.000000 Penalty: 3674.325928
	Iteration 23F: 3 clusters Score -7134276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Entering Unmasked Estep 
Score: -2037869.500000 Penalty: 1651.957275
	Iteration 0F: 2 clusters Score -2037870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2020208.625000 Penalty: 3303.914551
	Iteration 0F: 3 clusters Score -2020209 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2027001.750000 Penalty: 3303.914551
	Iteration 1F: 3 clusters Score -2027002 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2027618.000000 Penalty: 3303.914551
	Iteration 2F: 3 clusters Score -2027618 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2028323.875000 Penalty: 3303.914551
	Iteration 3F: 3 clusters Score -2028324 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2029132.125000 Penalty: 3303.914551
	Iteration 4F: 3 clusters Score -2029132 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2030104.625000 Penalty: 3303.914551
	Iteration 5F: 3 clusters Score -2030105 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2031133.375000 Penalty: 3303.914551
	Iteration 6F: 3 clusters Score -2031133 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2032131.375000 Penalty: 3303.914551
	Iteration 7F: 3 clusters Score -2032131 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2032994.375000 Penalty: 3303.914551
	Iteration 8F: 3 clusters Score -2032994 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2033670.125000 Penalty: 3303.914551
	Iteration 9Q: 3 clusters Score -2033670 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2034090.500000 Penalty: 3303.914551
	Iteration 10Q: 3 clusters Score -2034090 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2034329.250000 Penalty: 3303.914551
	Iteration 11Q: 3 clusters Score -2034329 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2034512.125000 Penalty: 3303.914551
	Iteration 12Q: 3 clusters Score -2034512 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2034677.875000 Penalty: 3303.914551
	Iteration 13Q: 3 clusters Score -2034678 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2034845.000000 Penalty: 3303.914551
	Iteration 14Q: 3 clusters Score -2034845 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2035021.750000 Penalty: 3303.914551
	Iteration 15Q: 3 clusters Score -2035022 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2035207.500000 Penalty: 3303.914551
	Iteration 16Q: 3 clusters Score -2035208 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2035403.250000 Penalty: 3303.914551
	Iteration 17Q: 3 clusters Score -2035403 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2035590.500000 Penalty: 3303.914551
	Iteration 18Q: 3 clusters Score -2035590 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2035784.375000 Penalty: 3303.914551
	Iteration 19Q: 3 clusters Score -2035784 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2035982.625000 Penalty: 3303.914551
	Iteration 20F: 3 clusters Score -2035983 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2036136.375000 Penalty: 3303.914551
	Iteration 21Q: 3 clusters Score -2036136 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2036255.500000 Penalty: 3303.914551
	Iteration 22Q: 3 clusters Score -2036256 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2036357.375000 Penalty: 3303.914551
	Iteration 23Q: 3 clusters Score -2036357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2036441.625000 Penalty: 3303.914551
	Iteration 24Q: 3 clusters Score -2036442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2036507.125000 Penalty: 3303.914551
	Iteration 25Q: 3 clusters Score -2036507 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2036562.500000 Penalty: 3303.914551
	Iteration 26Q: 3 clusters Score -2036562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2036602.500000 Penalty: 3303.914551
	Iteration 27Q: 3 clusters Score -2036602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2036646.375000 Penalty: 3303.914551
	Iteration 28Q: 3 clusters Score -2036646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2036681.250000 Penalty: 3303.914551
	Iteration 29Q: 3 clusters Score -2036681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2036722.250000 Penalty: 3303.914551
	Iteration 30Q: 3 clusters Score -2036722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2036741.500000 Penalty: 3303.914551
	Iteration 31Q: 3 clusters Score -2036742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2036762.625000 Penalty: 3303.914551
	Iteration 32Q: 3 clusters Score -2036763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2036783.500000 Penalty: 3303.914551
	Iteration 33Q: 3 clusters Score -2036784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2036802.875000 Penalty: 3303.914551
	Iteration 34Q: 3 clusters Score -2036803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2036818.625000 Penalty: 3303.914551
	Iteration 35Q: 3 clusters Score -2036819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2036828.250000 Penalty: 3303.914551
	Iteration 36Q: 3 clusters Score -2036828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2036835.000000 Penalty: 3303.914551
	Iteration 37Q: 3 clusters Score -2036835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2036835.875000 Penalty: 3303.914551
	Iteration 38Q: 3 clusters Score -2036836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2036837.875000 Penalty: 3303.914551
	Iteration 39Q: 3 clusters Score -2036838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2036840.125000 Penalty: 3303.914551
	Iteration 40F: 3 clusters Score -2036840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2036843.625000 Penalty: 3303.914551
	Iteration 41Q: 3 clusters Score -2036844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2036847.625000 Penalty: 3303.914551
	Iteration 42Q: 3 clusters Score -2036848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2036849.125000 Penalty: 3303.914551
	Iteration 43Q: 3 clusters Score -2036849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2036848.500000 Penalty: 3303.914551
	Iteration 44Q: 3 clusters Score -2036848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2036850.750000 Penalty: 3303.914551
	Iteration 45Q: 3 clusters Score -2036851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2036852.125000 Penalty: 3303.914551
	Iteration 46Q: 3 clusters Score -2036852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2036856.125000 Penalty: 3303.914551
	Iteration 47Q: 3 clusters Score -2036856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2036854.875000 Penalty: 3303.914551
	Iteration 48Q: 3 clusters Score -2036855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2036859.500000 Penalty: 3303.914551
	Iteration 49Q: 3 clusters Score -2036860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2036863.875000 Penalty: 3303.914551
	Iteration 50Q: 3 clusters Score -2036864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2036862.750000 Penalty: 3303.914551
	Iteration 51Q: 3 clusters Score -2036863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2036863.125000 Penalty: 3303.914551
	Iteration 52Q: 3 clusters Score -2036863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2036863.625000 Penalty: 3303.914551
	Iteration 53Q: 3 clusters Score -2036864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2036869.000000 Penalty: 3303.914551
	Iteration 54Q: 3 clusters Score -2036869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2036869.750000 Penalty: 3303.914551
	Iteration 55Q: 3 clusters Score -2036870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2036874.125000 Penalty: 3303.914551
	Iteration 56Q: 3 clusters Score -2036874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2036872.625000 Penalty: 3303.914551
	Iteration 57Q: 3 clusters Score -2036873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2036875.250000 Penalty: 3303.914551
	Iteration 58Q: 3 clusters Score -2036875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2036876.875000 Penalty: 3303.914551
	Iteration 59Q: 3 clusters Score -2036877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2036876.125000 Penalty: 3303.914551
	Iteration 60F: 3 clusters Score -2036876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2036875.375000 Penalty: 3303.914551
	Iteration 61Q: 3 clusters Score -2036875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2036877.000000 Penalty: 3303.914551
	Iteration 62Q: 3 clusters Score -2036877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2036877.000000 Penalty: 3303.914551
	Iteration 63F: 3 clusters Score -2036877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174983 members 
Entering Unmasked Estep 
Score: -15921872.000000 Penalty: 1961.772095
	Iteration 0F: 2 clusters Score -1.592187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -15804477.000000 Penalty: 3923.544189
	Iteration 0F: 3 clusters Score -1.580448e+07 nChanged 84541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85312 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -15854743.000000 Penalty: 3923.544189
	Iteration 1F: 3 clusters Score -1.585474e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -15856613.000000 Penalty: 3923.544189
	Iteration 2Q: 3 clusters Score -1.585661e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -15859523.000000 Penalty: 3923.544189
	Iteration 3Q: 3 clusters Score -1.585952e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -15864193.000000 Penalty: 3923.544189
	Iteration 4F: 3 clusters Score -1.586419e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -15870526.000000 Penalty: 3923.544189
	Iteration 5F: 3 clusters Score -1.587053e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -15878102.000000 Penalty: 3923.544189
	Iteration 6F: 3 clusters Score -1.58781e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -15885665.000000 Penalty: 3923.544189
	Iteration 7F: 3 clusters Score -1.588566e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -15892342.000000 Penalty: 3923.544189
	Iteration 8F: 3 clusters Score -1.589234e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -15898213.000000 Penalty: 3923.544189
	Iteration 9F: 3 clusters Score -1.589821e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -15903438.000000 Penalty: 3923.544189
	Iteration 10Q: 3 clusters Score -1.590344e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -15908119.000000 Penalty: 3923.544189
	Iteration 11Q: 3 clusters Score -1.590812e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -15912255.000000 Penalty: 3923.544189
	Iteration 12Q: 3 clusters Score -1.591226e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -15915327.000000 Penalty: 3923.544189
	Iteration 13Q: 3 clusters Score -1.591533e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 171766 members 
Entering Unmasked Estep 
Score: -15917654.000000 Penalty: 3923.544189
	Iteration 14Q: 3 clusters Score -1.591765e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -15918958.000000 Penalty: 3923.544189
	Iteration 15Q: 3 clusters Score -1.591896e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -15919493.000000 Penalty: 3923.544189
	Iteration 16Q: 3 clusters Score -1.591949e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -15919753.000000 Penalty: 3923.544189
	Iteration 17Q: 3 clusters Score -1.591975e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 174558 members 
Entering Unmasked Estep 
Score: -15919896.000000 Penalty: 3923.544189
	Iteration 18Q: 3 clusters Score -1.59199e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 174627 members 
Entering Unmasked Estep 
Score: -15920024.000000 Penalty: 3923.544189
	Iteration 19Q: 3 clusters Score -1.592002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -15920068.000000 Penalty: 3923.544189
	Iteration 20F: 3 clusters Score -1.592007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -15920096.000000 Penalty: 3923.544189
	Iteration 21Q: 3 clusters Score -1.59201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174698 members 
Entering Unmasked Estep 
Score: -15920129.000000 Penalty: 3923.544189
	Iteration 22Q: 3 clusters Score -1.592013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -15920134.000000 Penalty: 3923.544189
	Iteration 23Q: 3 clusters Score -1.592013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -15920142.000000 Penalty: 3923.544189
	Iteration 24Q: 3 clusters Score -1.592014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -15920142.000000 Penalty: 3923.544189
	Iteration 25Q: 3 clusters Score -1.592014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -15920144.000000 Penalty: 3923.544189
	Iteration 26Q: 3 clusters Score -1.592014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -15920152.000000 Penalty: 3923.544189
	Iteration 27Q: 3 clusters Score -1.592015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -15920155.000000 Penalty: 3923.544189
	Iteration 28Q: 3 clusters Score -1.592016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -15920161.000000 Penalty: 3923.544189
	Iteration 29Q: 3 clusters Score -1.592016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -15920162.000000 Penalty: 3923.544189
	Iteration 30Q: 3 clusters Score -1.592016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -15920161.000000 Penalty: 3923.544189
	Iteration 31Q: 3 clusters Score -1.592016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -15920159.000000 Penalty: 3923.544189
	Iteration 32Q: 3 clusters Score -1.592016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -15920153.000000 Penalty: 3923.544189
	Iteration 33Q: 3 clusters Score -1.592015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -15920153.000000 Penalty: 3923.544189
	Iteration 34Q: 3 clusters Score -1.592015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -15920153.000000 Penalty: 3923.544189
	Iteration 35F: 3 clusters Score -1.592015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Entering Unmasked Estep 
Score: -972831.875000 Penalty: 1522.165649
	Iteration 0F: 2 clusters Score -972831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -964606.187500 Penalty: 3044.331299
	Iteration 0F: 3 clusters Score -964606.2 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -967414.687500 Penalty: 3044.331299
	Iteration 1F: 3 clusters Score -967414.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -967897.250000 Penalty: 3044.331299
	Iteration 2F: 3 clusters Score -967897.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -968397.500000 Penalty: 3044.331299
	Iteration 3F: 3 clusters Score -968397.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -968943.125000 Penalty: 3044.331299
	Iteration 4F: 3 clusters Score -968943.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -969546.125000 Penalty: 3044.331299
	Iteration 5F: 3 clusters Score -969546.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -970078.875000 Penalty: 3044.331299
	Iteration 6F: 3 clusters Score -970078.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -970410.375000 Penalty: 3044.331299
	Iteration 7F: 3 clusters Score -970410.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -970617.062500 Penalty: 3044.331299
	Iteration 8Q: 3 clusters Score -970617.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -970724.437500 Penalty: 3044.331299
	Iteration 9Q: 3 clusters Score -970724.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -970783.812500 Penalty: 3044.331299
	Iteration 10Q: 3 clusters Score -970783.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -970817.500000 Penalty: 3044.331299
	Iteration 11Q: 3 clusters Score -970817.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -970847.625000 Penalty: 3044.331299
	Iteration 12Q: 3 clusters Score -970847.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -970869.312500 Penalty: 3044.331299
	Iteration 13Q: 3 clusters Score -970869.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -970882.687500 Penalty: 3044.331299
	Iteration 14Q: 3 clusters Score -970882.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -970891.500000 Penalty: 3044.331299
	Iteration 15Q: 3 clusters Score -970891.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -970903.250000 Penalty: 3044.331299
	Iteration 16Q: 3 clusters Score -970903.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -970905.750000 Penalty: 3044.331299
	Iteration 17Q: 3 clusters Score -970905.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -970907.687500 Penalty: 3044.331299
	Iteration 18Q: 3 clusters Score -970907.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -970912.312500 Penalty: 3044.331299
	Iteration 19Q: 3 clusters Score -970912.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -970912.187500 Penalty: 3044.331299
	Iteration 20F: 3 clusters Score -970912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -970915.187500 Penalty: 3044.331299
	Iteration 21Q: 3 clusters Score -970915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -970914.312500 Penalty: 3044.331299
	Iteration 22Q: 3 clusters Score -970914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -970915.375000 Penalty: 3044.331299
	Iteration 23Q: 3 clusters Score -970915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -970916.687500 Penalty: 3044.331299
	Iteration 24Q: 3 clusters Score -970916.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -970913.687500 Penalty: 3044.331299
	Iteration 25Q: 3 clusters Score -970913.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -970916.625000 Penalty: 3044.331299
	Iteration 26Q: 3 clusters Score -970916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -970917.375000 Penalty: 3044.331299
	Iteration 27Q: 3 clusters Score -970917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -970917.312500 Penalty: 3044.331299
	Iteration 28Q: 3 clusters Score -970917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -970922.312500 Penalty: 3044.331299
	Iteration 29Q: 3 clusters Score -970922.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -970921.875000 Penalty: 3044.331299
	Iteration 30Q: 3 clusters Score -970921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -970922.125000 Penalty: 3044.331299
	Iteration 31Q: 3 clusters Score -970922.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -970921.500000 Penalty: 3044.331299
	Iteration 32Q: 3 clusters Score -970921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -970924.375000 Penalty: 3044.331299
	Iteration 33Q: 3 clusters Score -970924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -970926.625000 Penalty: 3044.331299
	Iteration 34Q: 3 clusters Score -970926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -970927.125000 Penalty: 3044.331299
	Iteration 35Q: 3 clusters Score -970927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -970927.312500 Penalty: 3044.331299
	Iteration 36Q: 3 clusters Score -970927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -970929.375000 Penalty: 3044.331299
	Iteration 37Q: 3 clusters Score -970929.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -970930.125000 Penalty: 3044.331299
	Iteration 38Q: 3 clusters Score -970930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -970930.500000 Penalty: 3044.331299
	Iteration 39Q: 3 clusters Score -970930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -970934.250000 Penalty: 3044.331299
	Iteration 40F: 3 clusters Score -970934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Entering Unmasked Estep 
Score: -2684648.500000 Penalty: 1678.560669
	Iteration 0F: 2 clusters Score -2684648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2664077.750000 Penalty: 3357.121338
	Iteration 0F: 3 clusters Score -2664078 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2671869.250000 Penalty: 3357.121338
	Iteration 1F: 3 clusters Score -2671869 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2672260.750000 Penalty: 3357.121338
	Iteration 2Q: 3 clusters Score -2672261 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2672602.750000 Penalty: 3357.121338
	Iteration 3Q: 3 clusters Score -2672603 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2672924.000000 Penalty: 3357.121338
	Iteration 4Q: 3 clusters Score -2672924 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2673230.250000 Penalty: 3357.121338
	Iteration 5Q: 3 clusters Score -2673230 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2673535.000000 Penalty: 3357.121338
	Iteration 6Q: 3 clusters Score -2673535 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2673844.250000 Penalty: 3357.121338
	Iteration 7Q: 3 clusters Score -2673844 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2674147.000000 Penalty: 3357.121338
	Iteration 8Q: 3 clusters Score -2674147 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2674515.750000 Penalty: 3357.121338
	Iteration 9Q: 3 clusters Score -2674516 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2674921.000000 Penalty: 3357.121338
	Iteration 10Q: 3 clusters Score -2674921 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2675475.750000 Penalty: 3357.121338
	Iteration 11Q: 3 clusters Score -2675476 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2676164.500000 Penalty: 3357.121338
	Iteration 12Q: 3 clusters Score -2676164 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2677130.250000 Penalty: 3357.121338
	Iteration 13Q: 3 clusters Score -2677130 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2678374.000000 Penalty: 3357.121338
	Iteration 14F: 3 clusters Score -2678374 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2679640.750000 Penalty: 3357.121338
	Iteration 15F: 3 clusters Score -2679641 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2680785.000000 Penalty: 3357.121338
	Iteration 16F: 3 clusters Score -2680785 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2681676.000000 Penalty: 3357.121338
	Iteration 17Q: 3 clusters Score -2681676 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2682301.750000 Penalty: 3357.121338
	Iteration 18Q: 3 clusters Score -2682302 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2682680.250000 Penalty: 3357.121338
	Iteration 19Q: 3 clusters Score -2682680 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2682891.750000 Penalty: 3357.121338
	Iteration 20F: 3 clusters Score -2682892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2683008.500000 Penalty: 3357.121338
	Iteration 21Q: 3 clusters Score -2683008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2683087.250000 Penalty: 3357.121338
	Iteration 22Q: 3 clusters Score -2683087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2683129.500000 Penalty: 3357.121338
	Iteration 23Q: 3 clusters Score -2683130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2683156.000000 Penalty: 3357.121338
	Iteration 24Q: 3 clusters Score -2683156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2683182.500000 Penalty: 3357.121338
	Iteration 25Q: 3 clusters Score -2683182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2683202.750000 Penalty: 3357.121338
	Iteration 26Q: 3 clusters Score -2683203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2683216.000000 Penalty: 3357.121338
	Iteration 27Q: 3 clusters Score -2683216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2683226.000000 Penalty: 3357.121338
	Iteration 28Q: 3 clusters Score -2683226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2683227.000000 Penalty: 3357.121338
	Iteration 29Q: 3 clusters Score -2683227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2683233.750000 Penalty: 3357.121338
	Iteration 30Q: 3 clusters Score -2683234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2683235.750000 Penalty: 3357.121338
	Iteration 31Q: 3 clusters Score -2683236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2683240.000000 Penalty: 3357.121338
	Iteration 32Q: 3 clusters Score -2683240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2683243.750000 Penalty: 3357.121338
	Iteration 33Q: 3 clusters Score -2683244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2683243.500000 Penalty: 3357.121338
	Iteration 34Q: 3 clusters Score -2683244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2683245.000000 Penalty: 3357.121338
	Iteration 35Q: 3 clusters Score -2683245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2683248.000000 Penalty: 3357.121338
	Iteration 36Q: 3 clusters Score -2683248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2683252.750000 Penalty: 3357.121338
	Iteration 37Q: 3 clusters Score -2683253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2683254.500000 Penalty: 3357.121338
	Iteration 38Q: 3 clusters Score -2683254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2683255.750000 Penalty: 3357.121338
	Iteration 39Q: 3 clusters Score -2683256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2683255.000000 Penalty: 3357.121338
	Iteration 40F: 3 clusters Score -2683255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2683254.750000 Penalty: 3357.121338
	Iteration 41Q: 3 clusters Score -2683255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2683254.750000 Penalty: 3357.121338
	Iteration 42Q: 3 clusters Score -2683255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2683252.500000 Penalty: 3357.121338
	Iteration 43Q: 3 clusters Score -2683252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2683252.500000 Penalty: 3357.121338
	Iteration 44F: 3 clusters Score -2683252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -61269.277344 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -61269.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59930.171875 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -59930.17 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60427.367188 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -60427.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60681.296875 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -60681.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60881.187500 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -60881.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -61042.332031 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -61042.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61190.312500 Penalty: 2216.859863
	Iteration 5F: 3 clusters Score -61190.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -61263.503906 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -61263.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61333.941406 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -61333.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -61388.042969 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -61388.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61418.800781 Penalty: 2216.859863
	Iteration 9Q: 3 clusters Score -61418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61447.929688 Penalty: 2216.859863
	Iteration 10Q: 3 clusters Score -61447.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61471.578125 Penalty: 2216.859863
	Iteration 11Q: 3 clusters Score -61471.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61496.328125 Penalty: 2216.859863
	Iteration 12Q: 3 clusters Score -61496.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61512.562500 Penalty: 2216.859863
	Iteration 13Q: 3 clusters Score -61512.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61529.500000 Penalty: 2216.859863
	Iteration 14Q: 3 clusters Score -61529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61551.113281 Penalty: 2216.859863
	Iteration 15Q: 3 clusters Score -61551.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61568.082031 Penalty: 2216.859863
	Iteration 16Q: 3 clusters Score -61568.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61576.730469 Penalty: 2216.859863
	Iteration 17Q: 3 clusters Score -61576.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61586.824219 Penalty: 2216.859863
	Iteration 18Q: 3 clusters Score -61586.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61595.246094 Penalty: 2216.859863
	Iteration 19Q: 3 clusters Score -61595.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61604.921875 Penalty: 2216.859863
	Iteration 20F: 3 clusters Score -61604.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61618.625000 Penalty: 2216.859863
	Iteration 21Q: 3 clusters Score -61618.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61618.625000 Penalty: 2216.859863
	Iteration 22F: 3 clusters Score -61618.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 95829 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 81277 members 
Mstep: Class 6 contains 26001 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 21404 members 
Mstep: Class 12 contains 149401 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 26945 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75949 members 
Mstep: Class 18 contains 34783 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9566 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 38170 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3955 members 
Mstep: Class 30 contains 26108 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 7044 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
Score: -76312296.000000 Penalty: 77947.726562
Splitting cluster 10 changes total score from -76312888.000000 to -76312296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Entering Unmasked Estep 
Score: -1893291.250000 Penalty: 1620.341675
	Iteration 0F: 2 clusters Score -1893291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1878844.375000 Penalty: 3240.683350
	Iteration 0F: 3 clusters Score -1878844 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1884361.875000 Penalty: 3240.683350
	Iteration 1F: 3 clusters Score -1884362 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1885033.250000 Penalty: 3240.683350
	Iteration 2F: 3 clusters Score -1885033 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1885868.375000 Penalty: 3240.683350
	Iteration 3F: 3 clusters Score -1885868 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1886943.625000 Penalty: 3240.683350
	Iteration 4F: 3 clusters Score -1886944 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1888176.500000 Penalty: 3240.683350
	Iteration 5F: 3 clusters Score -1888176 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1889485.125000 Penalty: 3240.683350
	Iteration 6F: 3 clusters Score -1889485 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1890512.375000 Penalty: 3240.683350
	Iteration 7F: 3 clusters Score -1890512 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1891136.625000 Penalty: 3240.683350
	Iteration 8Q: 3 clusters Score -1891137 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1891491.000000 Penalty: 3240.683350
	Iteration 9Q: 3 clusters Score -1891491 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1891733.000000 Penalty: 3240.683350
	Iteration 10Q: 3 clusters Score -1891733 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1891872.875000 Penalty: 3240.683350
	Iteration 11Q: 3 clusters Score -1891873 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1891972.875000 Penalty: 3240.683350
	Iteration 12Q: 3 clusters Score -1891973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1892040.750000 Penalty: 3240.683350
	Iteration 13Q: 3 clusters Score -1892041 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1892075.750000 Penalty: 3240.683350
	Iteration 14Q: 3 clusters Score -1892076 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1892105.250000 Penalty: 3240.683350
	Iteration 15Q: 3 clusters Score -1892105 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1892128.875000 Penalty: 3240.683350
	Iteration 16Q: 3 clusters Score -1892129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1892147.875000 Penalty: 3240.683350
	Iteration 17Q: 3 clusters Score -1892148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1892164.625000 Penalty: 3240.683350
	Iteration 18Q: 3 clusters Score -1892165 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1892191.250000 Penalty: 3240.683350
	Iteration 19Q: 3 clusters Score -1892191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1892205.000000 Penalty: 3240.683350
	Iteration 20F: 3 clusters Score -1892205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1892225.250000 Penalty: 3240.683350
	Iteration 21Q: 3 clusters Score -1892225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1892240.250000 Penalty: 3240.683350
	Iteration 22Q: 3 clusters Score -1892240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1892251.625000 Penalty: 3240.683350
	Iteration 23Q: 3 clusters Score -1892252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1892265.875000 Penalty: 3240.683350
	Iteration 24Q: 3 clusters Score -1892266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1892279.875000 Penalty: 3240.683350
	Iteration 25Q: 3 clusters Score -1892280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1892295.875000 Penalty: 3240.683350
	Iteration 26Q: 3 clusters Score -1892296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1892302.125000 Penalty: 3240.683350
	Iteration 27Q: 3 clusters Score -1892302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1892316.250000 Penalty: 3240.683350
	Iteration 28Q: 3 clusters Score -1892316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1892318.000000 Penalty: 3240.683350
	Iteration 29Q: 3 clusters Score -1892318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1892329.750000 Penalty: 3240.683350
	Iteration 30Q: 3 clusters Score -1892330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1892347.375000 Penalty: 3240.683350
	Iteration 31Q: 3 clusters Score -1892347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1892355.125000 Penalty: 3240.683350
	Iteration 32Q: 3 clusters Score -1892355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1892362.875000 Penalty: 3240.683350
	Iteration 33Q: 3 clusters Score -1892363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1892372.375000 Penalty: 3240.683350
	Iteration 34Q: 3 clusters Score -1892372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1892374.500000 Penalty: 3240.683350
	Iteration 35Q: 3 clusters Score -1892374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1892376.250000 Penalty: 3240.683350
	Iteration 36Q: 3 clusters Score -1892376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1892386.250000 Penalty: 3240.683350
	Iteration 37Q: 3 clusters Score -1892386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1892394.000000 Penalty: 3240.683350
	Iteration 38Q: 3 clusters Score -1892394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1892401.625000 Penalty: 3240.683350
	Iteration 39Q: 3 clusters Score -1892402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1892401.625000 Penalty: 3240.683350
	Iteration 40F: 3 clusters Score -1892402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1892407.875000 Penalty: 3240.683350
	Iteration 41Q: 3 clusters Score -1892408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1892410.250000 Penalty: 3240.683350
	Iteration 42Q: 3 clusters Score -1892410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1892410.125000 Penalty: 3240.683350
	Iteration 43Q: 3 clusters Score -1892410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1892416.375000 Penalty: 3240.683350
	Iteration 44Q: 3 clusters Score -1892416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1892419.500000 Penalty: 3240.683350
	Iteration 45Q: 3 clusters Score -1892420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1892424.000000 Penalty: 3240.683350
	Iteration 46Q: 3 clusters Score -1892424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1892429.875000 Penalty: 3240.683350
	Iteration 47Q: 3 clusters Score -1892430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1892440.750000 Penalty: 3240.683350
	Iteration 48Q: 3 clusters Score -1892441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1892446.125000 Penalty: 3240.683350
	Iteration 49Q: 3 clusters Score -1892446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1892457.750000 Penalty: 3240.683350
	Iteration 50Q: 3 clusters Score -1892458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1892464.875000 Penalty: 3240.683350
	Iteration 51Q: 3 clusters Score -1892465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1892472.625000 Penalty: 3240.683350
	Iteration 52Q: 3 clusters Score -1892473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1892478.500000 Penalty: 3240.683350
	Iteration 53Q: 3 clusters Score -1892478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1892485.875000 Penalty: 3240.683350
	Iteration 54Q: 3 clusters Score -1892486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1892494.125000 Penalty: 3240.683350
	Iteration 55Q: 3 clusters Score -1892494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1892505.750000 Penalty: 3240.683350
	Iteration 56Q: 3 clusters Score -1892506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1892515.000000 Penalty: 3240.683350
	Iteration 57Q: 3 clusters Score -1892515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1892521.875000 Penalty: 3240.683350
	Iteration 58Q: 3 clusters Score -1892522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1892522.500000 Penalty: 3240.683350
	Iteration 59Q: 3 clusters Score -1892522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1892530.375000 Penalty: 3240.683350
	Iteration 60F: 3 clusters Score -1892530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1892533.750000 Penalty: 3240.683350
	Iteration 61Q: 3 clusters Score -1892534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1892539.125000 Penalty: 3240.683350
	Iteration 62Q: 3 clusters Score -1892539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1892543.250000 Penalty: 3240.683350
	Iteration 63Q: 3 clusters Score -1892543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1892548.625000 Penalty: 3240.683350
	Iteration 64Q: 3 clusters Score -1892549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1892546.250000 Penalty: 3240.683350
	Iteration 65Q: 3 clusters Score -1892546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1892550.250000 Penalty: 3240.683350
	Iteration 66Q: 3 clusters Score -1892550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1892546.250000 Penalty: 3240.683350
	Iteration 67Q: 3 clusters Score -1892546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1892546.875000 Penalty: 3240.683350
	Iteration 68Q: 3 clusters Score -1892547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1892547.125000 Penalty: 3240.683350
	Iteration 69Q: 3 clusters Score -1892547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1892547.250000 Penalty: 3240.683350
	Iteration 70Q: 3 clusters Score -1892547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1892547.000000 Penalty: 3240.683350
	Iteration 71Q: 3 clusters Score -1892547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1892550.625000 Penalty: 3240.683350
	Iteration 72Q: 3 clusters Score -1892551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1892555.375000 Penalty: 3240.683350
	Iteration 73Q: 3 clusters Score -1892555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1892552.500000 Penalty: 3240.683350
	Iteration 74Q: 3 clusters Score -1892552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1892551.000000 Penalty: 3240.683350
	Iteration 75Q: 3 clusters Score -1892551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1892551.250000 Penalty: 3240.683350
	Iteration 76Q: 3 clusters Score -1892551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1892555.625000 Penalty: 3240.683350
	Iteration 77Q: 3 clusters Score -1892556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1892562.625000 Penalty: 3240.683350
	Iteration 78Q: 3 clusters Score -1892563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1892567.000000 Penalty: 3240.683350
	Iteration 79Q: 3 clusters Score -1892567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1892572.500000 Penalty: 3240.683350
	Iteration 80F: 3 clusters Score -1892572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1892578.375000 Penalty: 3240.683350
	Iteration 81Q: 3 clusters Score -1892578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1892583.000000 Penalty: 3240.683350
	Iteration 82Q: 3 clusters Score -1892583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1892587.875000 Penalty: 3240.683350
	Iteration 83Q: 3 clusters Score -1892588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1892593.250000 Penalty: 3240.683350
	Iteration 84Q: 3 clusters Score -1892593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1892593.750000 Penalty: 3240.683350
	Iteration 85Q: 3 clusters Score -1892594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1892600.625000 Penalty: 3240.683350
	Iteration 86Q: 3 clusters Score -1892601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1892602.250000 Penalty: 3240.683350
	Iteration 87Q: 3 clusters Score -1892602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1892600.250000 Penalty: 3240.683350
	Iteration 88Q: 3 clusters Score -1892600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1892603.625000 Penalty: 3240.683350
	Iteration 89Q: 3 clusters Score -1892604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1892601.500000 Penalty: 3240.683350
	Iteration 90Q: 3 clusters Score -1892602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1892608.375000 Penalty: 3240.683350
	Iteration 91Q: 3 clusters Score -1892608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1892610.750000 Penalty: 3240.683350
	Iteration 92Q: 3 clusters Score -1892611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1892612.625000 Penalty: 3240.683350
	Iteration 93Q: 3 clusters Score -1892613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1892616.500000 Penalty: 3240.683350
	Iteration 94Q: 3 clusters Score -1892616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1892619.750000 Penalty: 3240.683350
	Iteration 95Q: 3 clusters Score -1892620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1892618.875000 Penalty: 3240.683350
	Iteration 96Q: 3 clusters Score -1892619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1892620.750000 Penalty: 3240.683350
	Iteration 97Q: 3 clusters Score -1892621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1892625.375000 Penalty: 3240.683350
	Iteration 98Q: 3 clusters Score -1892625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1892622.750000 Penalty: 3240.683350
	Iteration 99Q: 3 clusters Score -1892623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1892625.000000 Penalty: 3240.683350
	Iteration 100F: 3 clusters Score -1892625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1892629.625000 Penalty: 3240.683350
	Iteration 101Q: 3 clusters Score -1892630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1892630.250000 Penalty: 3240.683350
	Iteration 102Q: 3 clusters Score -1892630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1892637.875000 Penalty: 3240.683350
	Iteration 103Q: 3 clusters Score -1892638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1892641.000000 Penalty: 3240.683350
	Iteration 104Q: 3 clusters Score -1892641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1892644.750000 Penalty: 3240.683350
	Iteration 105Q: 3 clusters Score -1892645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1892643.375000 Penalty: 3240.683350
	Iteration 106Q: 3 clusters Score -1892643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1892645.875000 Penalty: 3240.683350
	Iteration 107Q: 3 clusters Score -1892646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1892648.125000 Penalty: 3240.683350
	Iteration 108Q: 3 clusters Score -1892648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1892648.000000 Penalty: 3240.683350
	Iteration 109Q: 3 clusters Score -1892648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1892647.125000 Penalty: 3240.683350
	Iteration 110Q: 3 clusters Score -1892647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1892649.875000 Penalty: 3240.683350
	Iteration 111Q: 3 clusters Score -1892650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1892647.375000 Penalty: 3240.683350
	Iteration 112Q: 3 clusters Score -1892647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1892653.875000 Penalty: 3240.683350
	Iteration 113Q: 3 clusters Score -1892654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1892656.875000 Penalty: 3240.683350
	Iteration 114Q: 3 clusters Score -1892657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1892663.625000 Penalty: 3240.683350
	Iteration 115Q: 3 clusters Score -1892664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1892666.875000 Penalty: 3240.683350
	Iteration 116Q: 3 clusters Score -1892667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1892668.375000 Penalty: 3240.683350
	Iteration 117Q: 3 clusters Score -1892668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1892670.375000 Penalty: 3240.683350
	Iteration 118Q: 3 clusters Score -1892670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1892674.000000 Penalty: 3240.683350
	Iteration 119Q: 3 clusters Score -1892674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1892679.000000 Penalty: 3240.683350
	Iteration 120F: 3 clusters Score -1892679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1892679.250000 Penalty: 3240.683350
	Iteration 121Q: 3 clusters Score -1892679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1892683.125000 Penalty: 3240.683350
	Iteration 122Q: 3 clusters Score -1892683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1892681.375000 Penalty: 3240.683350
	Iteration 123Q: 3 clusters Score -1892681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1892682.375000 Penalty: 3240.683350
	Iteration 124Q: 3 clusters Score -1892682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1892680.500000 Penalty: 3240.683350
	Iteration 125Q: 3 clusters Score -1892680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1892680.375000 Penalty: 3240.683350
	Iteration 126Q: 3 clusters Score -1892680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1892680.500000 Penalty: 3240.683350
	Iteration 127Q: 3 clusters Score -1892680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1892684.875000 Penalty: 3240.683350
	Iteration 128Q: 3 clusters Score -1892685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1892683.375000 Penalty: 3240.683350
	Iteration 129Q: 3 clusters Score -1892683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1892683.500000 Penalty: 3240.683350
	Iteration 130Q: 3 clusters Score -1892684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1892682.250000 Penalty: 3240.683350
	Iteration 131Q: 3 clusters Score -1892682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1892686.750000 Penalty: 3240.683350
	Iteration 132Q: 3 clusters Score -1892687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1892685.625000 Penalty: 3240.683350
	Iteration 133Q: 3 clusters Score -1892686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1892685.750000 Penalty: 3240.683350
	Iteration 134Q: 3 clusters Score -1892686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1892686.125000 Penalty: 3240.683350
	Iteration 135Q: 3 clusters Score -1892686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1892686.000000 Penalty: 3240.683350
	Iteration 136Q: 3 clusters Score -1892686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1892686.000000 Penalty: 3240.683350
	Iteration 137F: 3 clusters Score -1892686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Entering Unmasked Estep 
Score: -13179594.000000 Penalty: 1936.088257
	Iteration 0F: 2 clusters Score -1.317959e+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 74891 members 
Entering Unmasked Estep 
Score: -13079311.000000 Penalty: 3872.176514
	Iteration 0F: 3 clusters Score -1.307931e+07 nChanged 72210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -13121986.000000 Penalty: 3872.176514
	Iteration 1F: 3 clusters Score -1.312199e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -13123550.000000 Penalty: 3872.176514
	Iteration 2Q: 3 clusters Score -1.312355e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -13125553.000000 Penalty: 3872.176514
	Iteration 3Q: 3 clusters Score -1.312555e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -13128407.000000 Penalty: 3872.176514
	Iteration 4Q: 3 clusters Score -1.312841e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -13132391.000000 Penalty: 3872.176514
	Iteration 5Q: 3 clusters Score -1.313239e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -13137430.000000 Penalty: 3872.176514
	Iteration 6F: 3 clusters Score -1.313743e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -13143622.000000 Penalty: 3872.176514
	Iteration 7F: 3 clusters Score -1.314362e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -13149991.000000 Penalty: 3872.176514
	Iteration 8F: 3 clusters Score -1.314999e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -13155563.000000 Penalty: 3872.176514
	Iteration 9F: 3 clusters Score -1.315556e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 112576 members 
Entering Unmasked Estep 
Score: -13159590.000000 Penalty: 3872.176514
	Iteration 10Q: 3 clusters Score -1.315959e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -13162387.000000 Penalty: 3872.176514
	Iteration 11Q: 3 clusters Score -1.316239e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -13164312.000000 Penalty: 3872.176514
	Iteration 12Q: 3 clusters Score -1.316431e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -13165757.000000 Penalty: 3872.176514
	Iteration 13Q: 3 clusters Score -1.316576e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 124454 members 
Entering Unmasked Estep 
Score: -13167017.000000 Penalty: 3872.176514
	Iteration 14Q: 3 clusters Score -1.316702e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -13168228.000000 Penalty: 3872.176514
	Iteration 15Q: 3 clusters Score -1.316823e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -13169492.000000 Penalty: 3872.176514
	Iteration 16Q: 3 clusters Score -1.316949e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -13170712.000000 Penalty: 3872.176514
	Iteration 17Q: 3 clusters Score -1.317071e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -13172003.000000 Penalty: 3872.176514
	Iteration 18Q: 3 clusters Score -1.3172e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -13173180.000000 Penalty: 3872.176514
	Iteration 19Q: 3 clusters Score -1.317318e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -13174316.000000 Penalty: 3872.176514
	Iteration 20F: 3 clusters Score -1.317432e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -13175310.000000 Penalty: 3872.176514
	Iteration 21Q: 3 clusters Score -1.317531e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -13176158.000000 Penalty: 3872.176514
	Iteration 22Q: 3 clusters Score -1.317616e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 141751 members 
Entering Unmasked Estep 
Score: -13176744.000000 Penalty: 3872.176514
	Iteration 23Q: 3 clusters Score -1.317674e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -13177321.000000 Penalty: 3872.176514
	Iteration 24Q: 3 clusters Score -1.317732e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 143304 members 
Entering Unmasked Estep 
Score: -13177766.000000 Penalty: 3872.176514
	Iteration 25Q: 3 clusters Score -1.317777e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -13178081.000000 Penalty: 3872.176514
	Iteration 26Q: 3 clusters Score -1.317808e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -13178331.000000 Penalty: 3872.176514
	Iteration 27Q: 3 clusters Score -1.317833e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 144560 members 
Entering Unmasked Estep 
Score: -13178484.000000 Penalty: 3872.176514
	Iteration 28Q: 3 clusters Score -1.317848e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -13178592.000000 Penalty: 3872.176514
	Iteration 29Q: 3 clusters Score -1.317859e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -13178670.000000 Penalty: 3872.176514
	Iteration 30Q: 3 clusters Score -1.317867e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -13178783.000000 Penalty: 3872.176514
	Iteration 31Q: 3 clusters Score -1.317878e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 145332 members 
Entering Unmasked Estep 
Score: -13178834.000000 Penalty: 3872.176514
	Iteration 32Q: 3 clusters Score -1.317883e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -13178834.000000 Penalty: 3872.176514
	Iteration 33Q: 3 clusters Score -1.317883e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -13178864.000000 Penalty: 3872.176514
	Iteration 34Q: 3 clusters Score -1.317886e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
Score: -13178898.000000 Penalty: 3872.176514
	Iteration 35Q: 3 clusters Score -1.31789e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -13178888.000000 Penalty: 3872.176514
	Iteration 36Q: 3 clusters Score -1.317889e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -13178896.000000 Penalty: 3872.176514
	Iteration 37Q: 3 clusters Score -1.31789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -13178913.000000 Penalty: 3872.176514
	Iteration 38Q: 3 clusters Score -1.317891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -13178899.000000 Penalty: 3872.176514
	Iteration 39Q: 3 clusters Score -1.31789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -13178888.000000 Penalty: 3872.176514
	Iteration 40F: 3 clusters Score -1.317889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -13178908.000000 Penalty: 3872.176514
	Iteration 41Q: 3 clusters Score -1.317891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 145798 members 
Entering Unmasked Estep 
Score: -13178907.000000 Penalty: 3872.176514
	Iteration 42Q: 3 clusters Score -1.317891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -13178911.000000 Penalty: 3872.176514
	Iteration 43Q: 3 clusters Score -1.317891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -13178908.000000 Penalty: 3872.176514
	Iteration 44Q: 3 clusters Score -1.317891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -13178900.000000 Penalty: 3872.176514
	Iteration 45Q: 3 clusters Score -1.31789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -13178894.000000 Penalty: 3872.176514
	Iteration 46Q: 3 clusters Score -1.317889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -13178904.000000 Penalty: 3872.176514
	Iteration 47Q: 3 clusters Score -1.31789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -13178918.000000 Penalty: 3872.176514
	Iteration 48Q: 3 clusters Score -1.317892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 145870 members 
Entering Unmasked Estep 
Score: -13178923.000000 Penalty: 3872.176514
	Iteration 49Q: 3 clusters Score -1.317892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 145877 members 
Entering Unmasked Estep 
Score: -13178933.000000 Penalty: 3872.176514
	Iteration 50Q: 3 clusters Score -1.317893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -13178923.000000 Penalty: 3872.176514
	Iteration 51Q: 3 clusters Score -1.317892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -13178922.000000 Penalty: 3872.176514
	Iteration 52Q: 3 clusters Score -1.317892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 145885 members 
Entering Unmasked Estep 
Score: -13178934.000000 Penalty: 3872.176514
	Iteration 53Q: 3 clusters Score -1.317893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -13178930.000000 Penalty: 3872.176514
	Iteration 54Q: 3 clusters Score -1.317893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -13178926.000000 Penalty: 3872.176514
	Iteration 55Q: 3 clusters Score -1.317893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -13178929.000000 Penalty: 3872.176514
	Iteration 56Q: 3 clusters Score -1.317893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -13178930.000000 Penalty: 3872.176514
	Iteration 57Q: 3 clusters Score -1.317893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -13178918.000000 Penalty: 3872.176514
	Iteration 58Q: 3 clusters Score -1.317892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -13178918.000000 Penalty: 3872.176514
	Iteration 59F: 3 clusters Score -1.317892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -177531.781250 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -177531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175360.281250 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -175360.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -175799.953125 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -175800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -175919.937500 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -175919.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176011.875000 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -176011.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -176084.843750 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -176084.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -176139.953125 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -176140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -176185.812500 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -176185.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -176241.578125 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -176241.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -176300.375000 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -176300.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -176371.015625 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -176371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -176431.156250 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -176431.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -176478.062500 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -176478.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -176519.718750 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -176519.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -176570.453125 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -176570.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -176624.578125 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -176624.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -176674.250000 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -176674.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -176721.656250 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -176721.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -176759.062500 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -176759.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -176784.515625 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -176784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -176802.218750 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -176802.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -176813.421875 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -176813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -176821.500000 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -176821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -176828.015625 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -176828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -176834.343750 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -176834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -176836.156250 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -176836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -176837.406250 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -176837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -176840.156250 Penalty: 2490.607422
	Iteration 26Q: 3 clusters Score -176840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -176841.500000 Penalty: 2490.607422
	Iteration 27Q: 3 clusters Score -176841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -176842.187500 Penalty: 2490.607422
	Iteration 28Q: 3 clusters Score -176842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -176842.609375 Penalty: 2490.607422
	Iteration 29Q: 3 clusters Score -176842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -176844.281250 Penalty: 2490.607422
	Iteration 30Q: 3 clusters Score -176844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -176845.859375 Penalty: 2490.607422
	Iteration 31Q: 3 clusters Score -176845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -176847.531250 Penalty: 2490.607422
	Iteration 32Q: 3 clusters Score -176847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -176847.890625 Penalty: 2490.607422
	Iteration 33Q: 3 clusters Score -176847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -176847.890625 Penalty: 2490.607422
	Iteration 34F: 3 clusters Score -176847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1031129.937500 Penalty: 1525.859985
	Iteration 0F: 2 clusters Score -1031130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1022703.812500 Penalty: 3051.719971
	Iteration 0F: 3 clusters Score -1022704 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1025617.500000 Penalty: 3051.719971
	Iteration 1F: 3 clusters Score -1025618 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1026060.125000 Penalty: 3051.719971
	Iteration 2F: 3 clusters Score -1026060 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1026598.750000 Penalty: 3051.719971
	Iteration 3F: 3 clusters Score -1026599 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1027156.437500 Penalty: 3051.719971
	Iteration 4F: 3 clusters Score -1027156 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1027598.937500 Penalty: 3051.719971
	Iteration 5F: 3 clusters Score -1027599 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1027879.937500 Penalty: 3051.719971
	Iteration 6Q: 3 clusters Score -1027880 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1028078.312500 Penalty: 3051.719971
	Iteration 7Q: 3 clusters Score -1028078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1028243.187500 Penalty: 3051.719971
	Iteration 8Q: 3 clusters Score -1028243 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1028390.375000 Penalty: 3051.719971
	Iteration 9Q: 3 clusters Score -1028390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1028508.937500 Penalty: 3051.719971
	Iteration 10Q: 3 clusters Score -1028509 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1028627.812500 Penalty: 3051.719971
	Iteration 11Q: 3 clusters Score -1028628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1028734.750000 Penalty: 3051.719971
	Iteration 12Q: 3 clusters Score -1028735 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1028841.687500 Penalty: 3051.719971
	Iteration 13Q: 3 clusters Score -1028842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1028931.125000 Penalty: 3051.719971
	Iteration 14Q: 3 clusters Score -1028931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1029009.062500 Penalty: 3051.719971
	Iteration 15Q: 3 clusters Score -1029009 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1029081.562500 Penalty: 3051.719971
	Iteration 16Q: 3 clusters Score -1029082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1029156.750000 Penalty: 3051.719971
	Iteration 17Q: 3 clusters Score -1029157 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1029227.000000 Penalty: 3051.719971
	Iteration 18Q: 3 clusters Score -1029227 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1029292.750000 Penalty: 3051.719971
	Iteration 19Q: 3 clusters Score -1029293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1029349.500000 Penalty: 3051.719971
	Iteration 20F: 3 clusters Score -1029350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1029393.812500 Penalty: 3051.719971
	Iteration 21Q: 3 clusters Score -1029394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1029430.250000 Penalty: 3051.719971
	Iteration 22Q: 3 clusters Score -1029430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1029468.250000 Penalty: 3051.719971
	Iteration 23Q: 3 clusters Score -1029468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1029505.062500 Penalty: 3051.719971
	Iteration 24Q: 3 clusters Score -1029505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1029538.500000 Penalty: 3051.719971
	Iteration 25Q: 3 clusters Score -1029538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1029567.750000 Penalty: 3051.719971
	Iteration 26Q: 3 clusters Score -1029568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1029591.250000 Penalty: 3051.719971
	Iteration 27Q: 3 clusters Score -1029591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1029608.000000 Penalty: 3051.719971
	Iteration 28Q: 3 clusters Score -1029608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1029622.937500 Penalty: 3051.719971
	Iteration 29Q: 3 clusters Score -1029623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1029630.312500 Penalty: 3051.719971
	Iteration 30Q: 3 clusters Score -1029630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1029640.500000 Penalty: 3051.719971
	Iteration 31Q: 3 clusters Score -1029640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1029649.000000 Penalty: 3051.719971
	Iteration 32Q: 3 clusters Score -1029649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1029660.937500 Penalty: 3051.719971
	Iteration 33Q: 3 clusters Score -1029661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1029669.812500 Penalty: 3051.719971
	Iteration 34Q: 3 clusters Score -1029670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1029672.125000 Penalty: 3051.719971
	Iteration 35Q: 3 clusters Score -1029672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1029677.000000 Penalty: 3051.719971
	Iteration 36Q: 3 clusters Score -1029677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1029686.125000 Penalty: 3051.719971
	Iteration 37Q: 3 clusters Score -1029686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1029699.562500 Penalty: 3051.719971
	Iteration 38Q: 3 clusters Score -1029700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1029718.937500 Penalty: 3051.719971
	Iteration 39Q: 3 clusters Score -1029719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1029744.437500 Penalty: 3051.719971
	Iteration 40F: 3 clusters Score -1029744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1029763.187500 Penalty: 3051.719971
	Iteration 41Q: 3 clusters Score -1029763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1029779.000000 Penalty: 3051.719971
	Iteration 42Q: 3 clusters Score -1029779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1029789.250000 Penalty: 3051.719971
	Iteration 43Q: 3 clusters Score -1029789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1029796.875000 Penalty: 3051.719971
	Iteration 44Q: 3 clusters Score -1029797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1029805.875000 Penalty: 3051.719971
	Iteration 45Q: 3 clusters Score -1029806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1029812.875000 Penalty: 3051.719971
	Iteration 46Q: 3 clusters Score -1029813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1029816.562500 Penalty: 3051.719971
	Iteration 47Q: 3 clusters Score -1029817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1029817.500000 Penalty: 3051.719971
	Iteration 48Q: 3 clusters Score -1029818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1029819.125000 Penalty: 3051.719971
	Iteration 49Q: 3 clusters Score -1029819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1029819.250000 Penalty: 3051.719971
	Iteration 50Q: 3 clusters Score -1029819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1029820.312500 Penalty: 3051.719971
	Iteration 51Q: 3 clusters Score -1029820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1029823.437500 Penalty: 3051.719971
	Iteration 52Q: 3 clusters Score -1029823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1029823.375000 Penalty: 3051.719971
	Iteration 53Q: 3 clusters Score -1029823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1029825.187500 Penalty: 3051.719971
	Iteration 54Q: 3 clusters Score -1029825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1029825.187500 Penalty: 3051.719971
	Iteration 55F: 3 clusters Score -1029825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Entering Unmasked Estep 
Score: -2310689.250000 Penalty: 1657.752441
	Iteration 0F: 2 clusters Score -2310689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2292480.750000 Penalty: 3315.504883
	Iteration 0F: 3 clusters Score -2292481 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2299489.750000 Penalty: 3315.504883
	Iteration 1F: 3 clusters Score -2299490 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2300083.500000 Penalty: 3315.504883
	Iteration 2F: 3 clusters Score -2300084 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2300873.250000 Penalty: 3315.504883
	Iteration 3F: 3 clusters Score -2300873 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2301957.250000 Penalty: 3315.504883
	Iteration 4F: 3 clusters Score -2301957 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2303385.500000 Penalty: 3315.504883
	Iteration 5F: 3 clusters Score -2303386 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2305108.000000 Penalty: 3315.504883
	Iteration 6F: 3 clusters Score -2305108 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2306695.500000 Penalty: 3315.504883
	Iteration 7F: 3 clusters Score -2306696 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2307927.250000 Penalty: 3315.504883
	Iteration 8Q: 3 clusters Score -2307927 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2308627.500000 Penalty: 3315.504883
	Iteration 9Q: 3 clusters Score -2308628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2308943.750000 Penalty: 3315.504883
	Iteration 10Q: 3 clusters Score -2308944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2309053.000000 Penalty: 3315.504883
	Iteration 11Q: 3 clusters Score -2309053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2309127.750000 Penalty: 3315.504883
	Iteration 12Q: 3 clusters Score -2309128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2309164.250000 Penalty: 3315.504883
	Iteration 13Q: 3 clusters Score -2309164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2309192.000000 Penalty: 3315.504883
	Iteration 14Q: 3 clusters Score -2309192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2309205.000000 Penalty: 3315.504883
	Iteration 15Q: 3 clusters Score -2309205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2309213.500000 Penalty: 3315.504883
	Iteration 16Q: 3 clusters Score -2309214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2309221.750000 Penalty: 3315.504883
	Iteration 17Q: 3 clusters Score -2309222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2309226.250000 Penalty: 3315.504883
	Iteration 18Q: 3 clusters Score -2309226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2309228.250000 Penalty: 3315.504883
	Iteration 19Q: 3 clusters Score -2309228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2309231.750000 Penalty: 3315.504883
	Iteration 20F: 3 clusters Score -2309232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2309233.750000 Penalty: 3315.504883
	Iteration 21Q: 3 clusters Score -2309234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2309234.500000 Penalty: 3315.504883
	Iteration 22Q: 3 clusters Score -2309234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2309234.500000 Penalty: 3315.504883
	Iteration 23F: 3 clusters Score -2309234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -140009.984375 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -140010 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 816 members 
Entering Unmasked Estep 
Score: -138099.515625 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -138099.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138474.906250 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -138474.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -138602.406250 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -138602.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -138663.515625 Penalty: 2412.659668
	Iteration 3F: 3 clusters Score -138663.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -138694.750000 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -138694.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138719.375000 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -138719.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -138741.187500 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -138741.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138766.250000 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -138766.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138789.406250 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -138789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138801.296875 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -138801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -138813.296875 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -138813.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138822.015625 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -138822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -138829.000000 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -138829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138836.062500 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -138836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138845.609375 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -138845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138852.812500 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -138852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138855.812500 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -138855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138857.562500 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -138857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138860.687500 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -138860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138862.046875 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -138862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -138862.906250 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -138862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138864.109375 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -138864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -138864.828125 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -138864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -138864.828125 Penalty: 2412.659668
	Iteration 23F: 3 clusters Score -138864.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Entering Unmasked Estep 
Score: -6791982.000000 Penalty: 1826.145386
	Iteration 0F: 2 clusters Score -6791982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -6741397.500000 Penalty: 3652.290771
	Iteration 0F: 3 clusters Score -6741398 nChanged 36148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -6762560.000000 Penalty: 3652.290771
	Iteration 1F: 3 clusters Score -6762560 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -6763695.000000 Penalty: 3652.290771
	Iteration 2Q: 3 clusters Score -6763695 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6765239.000000 Penalty: 3652.290771
	Iteration 3Q: 3 clusters Score -6765239 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -6767627.500000 Penalty: 3652.290771
	Iteration 4F: 3 clusters Score -6767628 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6771031.000000 Penalty: 3652.290771
	Iteration 5F: 3 clusters Score -6771031 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -6775407.500000 Penalty: 3652.290771
	Iteration 6F: 3 clusters Score -6775408 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -6780507.000000 Penalty: 3652.290771
	Iteration 7F: 3 clusters Score -6780507 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -6784690.000000 Penalty: 3652.290771
	Iteration 8F: 3 clusters Score -6784690 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -6787749.500000 Penalty: 3652.290771
	Iteration 9Q: 3 clusters Score -6787750 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -6789368.000000 Penalty: 3652.290771
	Iteration 10Q: 3 clusters Score -6789368 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -6790203.000000 Penalty: 3652.290771
	Iteration 11Q: 3 clusters Score -6790203 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -6790539.000000 Penalty: 3652.290771
	Iteration 12Q: 3 clusters Score -6790539 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -6790731.500000 Penalty: 3652.290771
	Iteration 13Q: 3 clusters Score -6790732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -6790829.000000 Penalty: 3652.290771
	Iteration 14Q: 3 clusters Score -6790829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -6790884.000000 Penalty: 3652.290771
	Iteration 15Q: 3 clusters Score -6790884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -6790908.000000 Penalty: 3652.290771
	Iteration 16Q: 3 clusters Score -6790908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -6790917.500000 Penalty: 3652.290771
	Iteration 17Q: 3 clusters Score -6790918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -6790935.500000 Penalty: 3652.290771
	Iteration 18Q: 3 clusters Score -6790936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -6790941.000000 Penalty: 3652.290771
	Iteration 19Q: 3 clusters Score -6790941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -6790963.000000 Penalty: 3652.290771
	Iteration 20F: 3 clusters Score -6790963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -6790979.500000 Penalty: 3652.290771
	Iteration 21Q: 3 clusters Score -6790980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -6790986.000000 Penalty: 3652.290771
	Iteration 22Q: 3 clusters Score -6790986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -6790988.000000 Penalty: 3652.290771
	Iteration 23Q: 3 clusters Score -6790988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -6790989.500000 Penalty: 3652.290771
	Iteration 24Q: 3 clusters Score -6790990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -6790990.500000 Penalty: 3652.290771
	Iteration 25Q: 3 clusters Score -6790990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -6790992.500000 Penalty: 3652.290771
	Iteration 26Q: 3 clusters Score -6790992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -6790995.500000 Penalty: 3652.290771
	Iteration 27Q: 3 clusters Score -6790996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -6790995.500000 Penalty: 3652.290771
	Iteration 28F: 3 clusters Score -6790996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Entering Unmasked Estep 
Score: -3030588.750000 Penalty: 1699.243652
	Iteration 0F: 2 clusters Score -3030589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3007498.250000 Penalty: 3398.487305
	Iteration 0F: 3 clusters Score -3007498 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3016032.000000 Penalty: 3398.487305
	Iteration 1F: 3 clusters Score -3016032 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3016346.250000 Penalty: 3398.487305
	Iteration 2Q: 3 clusters Score -3016346 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3016644.000000 Penalty: 3398.487305
	Iteration 3Q: 3 clusters Score -3016644 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3016934.250000 Penalty: 3398.487305
	Iteration 4Q: 3 clusters Score -3016934 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3017301.500000 Penalty: 3398.487305
	Iteration 5Q: 3 clusters Score -3017302 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3017783.000000 Penalty: 3398.487305
	Iteration 6Q: 3 clusters Score -3017783 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3018465.000000 Penalty: 3398.487305
	Iteration 7Q: 3 clusters Score -3018465 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3019507.000000 Penalty: 3398.487305
	Iteration 8F: 3 clusters Score -3019507 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3020922.250000 Penalty: 3398.487305
	Iteration 9F: 3 clusters Score -3020922 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3022807.250000 Penalty: 3398.487305
	Iteration 10F: 3 clusters Score -3022807 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3024878.500000 Penalty: 3398.487305
	Iteration 11F: 3 clusters Score -3024878 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3026682.000000 Penalty: 3398.487305
	Iteration 12F: 3 clusters Score -3026682 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3027907.000000 Penalty: 3398.487305
	Iteration 13Q: 3 clusters Score -3027907 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -3028492.250000 Penalty: 3398.487305
	Iteration 14Q: 3 clusters Score -3028492 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -3028789.750000 Penalty: 3398.487305
	Iteration 15Q: 3 clusters Score -3028790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -3028921.250000 Penalty: 3398.487305
	Iteration 16Q: 3 clusters Score -3028921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -3028990.500000 Penalty: 3398.487305
	Iteration 17Q: 3 clusters Score -3028990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3029039.250000 Penalty: 3398.487305
	Iteration 18Q: 3 clusters Score -3029039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3029057.500000 Penalty: 3398.487305
	Iteration 19Q: 3 clusters Score -3029058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -3029070.500000 Penalty: 3398.487305
	Iteration 20F: 3 clusters Score -3029070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -3029082.250000 Penalty: 3398.487305
	Iteration 21Q: 3 clusters Score -3029082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3029096.000000 Penalty: 3398.487305
	Iteration 22Q: 3 clusters Score -3029096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3029108.250000 Penalty: 3398.487305
	Iteration 23Q: 3 clusters Score -3029108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3029119.250000 Penalty: 3398.487305
	Iteration 24Q: 3 clusters Score -3029119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3029128.000000 Penalty: 3398.487305
	Iteration 25Q: 3 clusters Score -3029128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3029130.750000 Penalty: 3398.487305
	Iteration 26Q: 3 clusters Score -3029131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3029134.000000 Penalty: 3398.487305
	Iteration 27Q: 3 clusters Score -3029134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3029134.000000 Penalty: 3398.487305
	Iteration 28F: 3 clusters Score -3029134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -365385.718750 Penalty: 1367.859009
	Iteration 0F: 2 clusters Score -365385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -361720.187500 Penalty: 2735.718018
	Iteration 0F: 3 clusters Score -361720.2 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -362863.562500 Penalty: 2735.718018
	Iteration 1F: 3 clusters Score -362863.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -363170.656250 Penalty: 2735.718018
	Iteration 2F: 3 clusters Score -363170.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -363435.625000 Penalty: 2735.718018
	Iteration 3F: 3 clusters Score -363435.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363664.093750 Penalty: 2735.718018
	Iteration 4F: 3 clusters Score -363664.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -363852.312500 Penalty: 2735.718018
	Iteration 5Q: 3 clusters Score -363852.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -364013.031250 Penalty: 2735.718018
	Iteration 6Q: 3 clusters Score -364013 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -364112.062500 Penalty: 2735.718018
	Iteration 7Q: 3 clusters Score -364112.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364182.500000 Penalty: 2735.718018
	Iteration 8Q: 3 clusters Score -364182.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -364226.843750 Penalty: 2735.718018
	Iteration 9Q: 3 clusters Score -364226.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -364260.250000 Penalty: 2735.718018
	Iteration 10Q: 3 clusters Score -364260.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -364282.156250 Penalty: 2735.718018
	Iteration 11Q: 3 clusters Score -364282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -364298.312500 Penalty: 2735.718018
	Iteration 12Q: 3 clusters Score -364298.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -364317.343750 Penalty: 2735.718018
	Iteration 13Q: 3 clusters Score -364317.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -364334.593750 Penalty: 2735.718018
	Iteration 14Q: 3 clusters Score -364334.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -364346.937500 Penalty: 2735.718018
	Iteration 15Q: 3 clusters Score -364346.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -364353.812500 Penalty: 2735.718018
	Iteration 16Q: 3 clusters Score -364353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -364359.437500 Penalty: 2735.718018
	Iteration 17Q: 3 clusters Score -364359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -364364.625000 Penalty: 2735.718018
	Iteration 18Q: 3 clusters Score -364364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -364369.500000 Penalty: 2735.718018
	Iteration 19Q: 3 clusters Score -364369.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -364375.000000 Penalty: 2735.718018
	Iteration 20F: 3 clusters Score -364375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -364377.687500 Penalty: 2735.718018
	Iteration 21Q: 3 clusters Score -364377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -364377.906250 Penalty: 2735.718018
	Iteration 22Q: 3 clusters Score -364377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -364378.093750 Penalty: 2735.718018
	Iteration 23Q: 3 clusters Score -364378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -364378.187500 Penalty: 2735.718018
	Iteration 24Q: 3 clusters Score -364378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -364378.187500 Penalty: 2735.718018
	Iteration 25F: 3 clusters Score -364378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Entering Unmasked Estep 
Score: -1552842.500000 Penalty: 1591.489868
	Iteration 0F: 2 clusters Score -1552842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1540584.375000 Penalty: 3182.979736
	Iteration 0F: 3 clusters Score -1540584 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1544737.500000 Penalty: 3182.979736
	Iteration 1F: 3 clusters Score -1544738 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1545108.375000 Penalty: 3182.979736
	Iteration 2F: 3 clusters Score -1545108 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1545409.125000 Penalty: 3182.979736
	Iteration 3Q: 3 clusters Score -1545409 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1545706.250000 Penalty: 3182.979736
	Iteration 4Q: 3 clusters Score -1545706 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1545975.125000 Penalty: 3182.979736
	Iteration 5Q: 3 clusters Score -1545975 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1546216.000000 Penalty: 3182.979736
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1546766 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1547105 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1547476 nChanged 710
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1547862 nChanged 734
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1548198 nChanged 572
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Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1548709 nChanged 118
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Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1548743 nChanged 137
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Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1548770 nChanged 127
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Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1548791 nChanged 123
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Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1548819 nChanged 127
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Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1548891 nChanged 117
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1548940 nChanged 122
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Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1548962 nChanged 116
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Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1548983 nChanged 122
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9972 members 
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Mstep: Class 1 contains 10094 members 
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Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7718 members 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7601 members 
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Mstep: Class 1 contains 10431 members 
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	Iteration 37Q: 3 clusters Score -1549120 nChanged 130
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Mstep: Class 2 contains 7369 members 
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Mstep: Class 1 contains 10684 members 
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	Iteration 39Q: 3 clusters Score -1549172 nChanged 151
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Mstep: Class 1 contains 10827 members 
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Mstep: Class 1 contains 10977 members 
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Mstep: Class 1 contains 11131 members 
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	Iteration 42Q: 3 clusters Score -1549284 nChanged 168
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Mstep: Class 1 contains 11279 members 
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	Iteration 43Q: 3 clusters Score -1549320 nChanged 168
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Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 6485 members 
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	Iteration 44Q: 3 clusters Score -1549352 nChanged 164
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Mstep: Class 1 contains 11585 members 
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	Iteration 45Q: 3 clusters Score -1549396 nChanged 169
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Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6184 members 
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	Iteration 46Q: 3 clusters Score -1549439 nChanged 178
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Mstep: Class 1 contains 11908 members 
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	Iteration 47Q: 3 clusters Score -1549480 nChanged 175
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Mstep: Class 1 contains 12077 members 
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	Iteration 48Q: 3 clusters Score -1549528 nChanged 206
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Mstep: Class 1 contains 12271 members 
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	Iteration 49Q: 3 clusters Score -1549584 nChanged 203
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Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 5460 members 
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	Iteration 50Q: 3 clusters Score -1549640 nChanged 205
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Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5265 members 
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	Iteration 51Q: 3 clusters Score -1549704 nChanged 207
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Mstep: Class 1 contains 12860 members 
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Mstep: Class 1 contains 13069 members 
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Mstep: Class 1 contains 13269 members 
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Mstep: Class 1 contains 13482 members 
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Mstep: Class 1 contains 15044 members 
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	Iteration 68Q: 3 clusters Score -1550817 nChanged 150
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Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2129 members 
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Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2019 members 
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	Iteration 70Q: 3 clusters Score -1550940 nChanged 121
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Mstep: Class 1 contains 16018 members 
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	Iteration 71Q: 3 clusters Score -1550997 nChanged 130
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Mstep: Class 1 contains 16144 members 
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	Iteration 72Q: 3 clusters Score -1551061 nChanged 121
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	Iteration 73Q: 3 clusters Score -1551122 nChanged 119
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Mstep: Class 1 contains 16368 members 
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	Iteration 74Q: 3 clusters Score -1551186 nChanged 113
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Mstep: Class 1 contains 16564 members 
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	Iteration 76Q: 3 clusters Score -1551319 nChanged 96
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Mstep: Class 1 contains 16734 members 
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	Iteration 78Q: 3 clusters Score -1551439 nChanged 70
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	Iteration 79Q: 3 clusters Score -1551471 nChanged 65
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	Iteration 80F: 3 clusters Score -1551512 nChanged 65
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Mstep: Class 1 contains 16918 members 
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	Iteration 81Q: 3 clusters Score -1551545 nChanged 54
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Mstep: Class 1 contains 16968 members 
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	Iteration 83Q: 3 clusters Score -1551604 nChanged 45
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	Iteration 84Q: 3 clusters Score -1551627 nChanged 30
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	Iteration 85Q: 3 clusters Score -1551638 nChanged 27
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	Iteration 86Q: 3 clusters Score -1551645 nChanged 19
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1551652 nChanged 13
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	Iteration 88Q: 3 clusters Score -1551661 nChanged 12
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	Iteration 89Q: 3 clusters Score -1551665 nChanged 13
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	Iteration 90Q: 3 clusters Score -1551672 nChanged 10
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	Iteration 91Q: 3 clusters Score -1551676 nChanged 8
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	Iteration 92Q: 3 clusters Score -1551677 nChanged 5
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Mstep: Class 1 contains 17167 members 
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	Iteration 93Q: 3 clusters Score -1551677 nChanged 4
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	Iteration 94Q: 3 clusters Score -1551679 nChanged 3
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	Iteration 95Q: 3 clusters Score -1551683 nChanged 5
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	Iteration 96Q: 3 clusters Score -1551685 nChanged 10
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	Iteration 97Q: 3 clusters Score -1551693 nChanged 22
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	Iteration 98Q: 3 clusters Score -1551703 nChanged 17
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Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1551711.375000 Penalty: 3182.979736
	Iteration 99Q: 3 clusters Score -1551711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1551718.375000 Penalty: 3182.979736
	Iteration 100F: 3 clusters Score -1551718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1551720.000000 Penalty: 3182.979736
	Iteration 101Q: 3 clusters Score -1551720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1551724.625000 Penalty: 3182.979736
	Iteration 102Q: 3 clusters Score -1551725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1551729.500000 Penalty: 3182.979736
	Iteration 103Q: 3 clusters Score -1551730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1551732.375000 Penalty: 3182.979736
	Iteration 104Q: 3 clusters Score -1551732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1551733.375000 Penalty: 3182.979736
	Iteration 105Q: 3 clusters Score -1551733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1551732.250000 Penalty: 3182.979736
	Iteration 106Q: 3 clusters Score -1551732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1551733.125000 Penalty: 3182.979736
	Iteration 107Q: 3 clusters Score -1551733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1551734.125000 Penalty: 3182.979736
	Iteration 108Q: 3 clusters Score -1551734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1551734.125000 Penalty: 3182.979736
	Iteration 109F: 3 clusters Score -1551734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -99631.750000 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -99631.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98029.421875 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -98029.42 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98406.882812 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -98406.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -98533.882812 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -98533.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98598.125000 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -98598.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98637.195312 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -98637.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98663.820312 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -98663.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -98695.398438 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -98695.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -98731.718750 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -98731.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -98770.320312 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -98770.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -98827.726562 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -98827.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -98888.132812 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -98888.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -98949.898438 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -98949.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -99012.296875 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -99012.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99054.976562 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -99054.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -99078.179688 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -99078.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -99097.195312 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -99097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -99110.851562 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -99110.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -99124.320312 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -99124.32 nChanged 4
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: -99128.734375 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -99128.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -99132.914062 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -99132.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -99141.523438 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -99141.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99171.921875 Penalty: 2318.580566
	Iteration 21Q: 3 clusters Score -99171.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -99184.687500 Penalty: 2318.580566
	Iteration 22Q: 3 clusters Score -99184.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -99187.203125 Penalty: 2318.580566
	Iteration 23Q: 3 clusters Score -99187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -99187.820312 Penalty: 2318.580566
	Iteration 24Q: 3 clusters Score -99187.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -99189.906250 Penalty: 2318.580566
	Iteration 25Q: 3 clusters Score -99189.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99191.976562 Penalty: 2318.580566
	Iteration 26Q: 3 clusters Score -99191.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99191.976562 Penalty: 2318.580566
	Iteration 27F: 3 clusters Score -99191.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Entering Unmasked Estep 
Score: -739670.875000 Penalty: 1489.470215
	Iteration 0F: 2 clusters Score -739670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -732792.437500 Penalty: 2978.940430
	Iteration 0F: 3 clusters Score -732792.4 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -735108.687500 Penalty: 2978.940430
	Iteration 1F: 3 clusters Score -735108.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -735492.375000 Penalty: 2978.940430
	Iteration 2F: 3 clusters Score -735492.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -735806.750000 Penalty: 2978.940430
	Iteration 3F: 3 clusters Score -735806.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -736151.875000 Penalty: 2978.940430
	Iteration 4F: 3 clusters Score -736151.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -736489.687500 Penalty: 2978.940430
	Iteration 5F: 3 clusters Score -736489.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -736842.000000 Penalty: 2978.940430
	Iteration 6F: 3 clusters Score -736842 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -737203.312500 Penalty: 2978.940430
	Iteration 7F: 3 clusters Score -737203.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -737551.437500 Penalty: 2978.940430
	Iteration 8F: 3 clusters Score -737551.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -737813.500000 Penalty: 2978.940430
	Iteration 9Q: 3 clusters Score -737813.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -737982.000000 Penalty: 2978.940430
	Iteration 10Q: 3 clusters Score -737982 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -738085.250000 Penalty: 2978.940430
	Iteration 11Q: 3 clusters Score -738085.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -738147.687500 Penalty: 2978.940430
	Iteration 12Q: 3 clusters Score -738147.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -738194.062500 Penalty: 2978.940430
	Iteration 13Q: 3 clusters Score -738194.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -738246.125000 Penalty: 2978.940430
	Iteration 14Q: 3 clusters Score -738246.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -738282.625000 Penalty: 2978.940430
	Iteration 15Q: 3 clusters Score -738282.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -738317.187500 Penalty: 2978.940430
	Iteration 16Q: 3 clusters Score -738317.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -738337.125000 Penalty: 2978.940430
	Iteration 17Q: 3 clusters Score -738337.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -738361.625000 Penalty: 2978.940430
	Iteration 18Q: 3 clusters Score -738361.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -738390.312500 Penalty: 2978.940430
	Iteration 19Q: 3 clusters Score -738390.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -738421.562500 Penalty: 2978.940430
	Iteration 20F: 3 clusters Score -738421.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -738453.125000 Penalty: 2978.940430
	Iteration 21Q: 3 clusters Score -738453.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -738477.062500 Penalty: 2978.940430
	Iteration 22Q: 3 clusters Score -738477.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -738494.875000 Penalty: 2978.940430
	Iteration 23Q: 3 clusters Score -738494.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -738508.250000 Penalty: 2978.940430
	Iteration 24Q: 3 clusters Score -738508.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -738517.812500 Penalty: 2978.940430
	Iteration 25Q: 3 clusters Score -738517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -738528.750000 Penalty: 2978.940430
	Iteration 26Q: 3 clusters Score -738528.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -738537.812500 Penalty: 2978.940430
	Iteration 27Q: 3 clusters Score -738537.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -738550.750000 Penalty: 2978.940430
	Iteration 28Q: 3 clusters Score -738550.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -738559.937500 Penalty: 2978.940430
	Iteration 29Q: 3 clusters Score -738559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -738561.312500 Penalty: 2978.940430
	Iteration 30Q: 3 clusters Score -738561.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -738566.125000 Penalty: 2978.940430
	Iteration 31Q: 3 clusters Score -738566.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -738569.500000 Penalty: 2978.940430
	Iteration 32Q: 3 clusters Score -738569.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -738573.125000 Penalty: 2978.940430
	Iteration 33Q: 3 clusters Score -738573.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -738574.750000 Penalty: 2978.940430
	Iteration 34Q: 3 clusters Score -738574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -738575.000000 Penalty: 2978.940430
	Iteration 35Q: 3 clusters Score -738575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -738575.000000 Penalty: 2978.940430
	Iteration 36Q: 3 clusters Score -738575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -738575.312500 Penalty: 2978.940430
	Iteration 37Q: 3 clusters Score -738575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -738576.375000 Penalty: 2978.940430
	Iteration 38Q: 3 clusters Score -738576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -738576.375000 Penalty: 2978.940430
	Iteration 39F: 3 clusters Score -738576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -264148.156250 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -264148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -261399.578125 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -261399.6 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262165.218750 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -262165.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -262426.812500 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -262426.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262696.187500 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -262696.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262968.656250 Penalty: 2613.459229
	Iteration 4F: 3 clusters Score -262968.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263237.000000 Penalty: 2613.459229
	Iteration 5F: 3 clusters Score -263237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -263442.093750 Penalty: 2613.459229
	Iteration 6F: 3 clusters Score -263442.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -263580.593750 Penalty: 2613.459229
	Iteration 7F: 3 clusters Score -263580.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -263649.593750 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -263649.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -263687.218750 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -263687.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -263712.656250 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -263712.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -263725.812500 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -263725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -263734.218750 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -263734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263741.062500 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -263741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -263743.718750 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -263743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -263747.156250 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -263747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -263749.156250 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -263749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -263751.937500 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -263751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -263752.906250 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -263752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -263752.906250 Penalty: 2613.459229
	Iteration 19F: 3 clusters Score -263752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -278851.187500 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -278851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -275952.843750 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -275952.8 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -276667.281250 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -276667.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -276820.343750 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -276820.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -276917.312500 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -276917.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -276981.312500 Penalty: 2635.595947
	Iteration 4Q: 3 clusters Score -276981.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -277023.562500 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -277023.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -277059.562500 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -277059.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -277092.375000 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -277092.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -277130.781250 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -277130.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -277168.562500 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -277168.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -277203.031250 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -277203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -277239.062500 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -277239.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -277265.968750 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -277266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -277295.218750 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -277295.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -277324.062500 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -277324.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -277355.312500 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -277355.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -277394.750000 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -277394.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -277432.593750 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -277432.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -277471.812500 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -277471.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -277508.968750 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -277509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -277551.656250 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -277551.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -277584.937500 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -277584.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -277603.062500 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -277603.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -277618.281250 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -277618.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -277627.468750 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -277627.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -277638.000000 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -277638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -277646.250000 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -277646.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -277656.062500 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -277656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -277662.718750 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -277662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -277669.312500 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -277669.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -277678.281250 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -277678.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -277690.000000 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -277690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -277707.125000 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -277707.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -277726.437500 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -277726.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -277744.406250 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -277744.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -277768.031250 Penalty: 2635.595947
	Iteration 35Q: 3 clusters Score -277768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -277787.312500 Penalty: 2635.595947
	Iteration 36Q: 3 clusters Score -277787.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -277807.500000 Penalty: 2635.595947
	Iteration 37Q: 3 clusters Score -277807.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -277825.500000 Penalty: 2635.595947
	Iteration 38Q: 3 clusters Score -277825.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -277844.281250 Penalty: 2635.595947
	Iteration 39Q: 3 clusters Score -277844.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -277864.812500 Penalty: 2635.595947
	Iteration 40F: 3 clusters Score -277864.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -277880.281250 Penalty: 2635.595947
	Iteration 41Q: 3 clusters Score -277880.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -277891.218750 Penalty: 2635.595947
	Iteration 42Q: 3 clusters Score -277891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -277897.031250 Penalty: 2635.595947
	Iteration 43Q: 3 clusters Score -277897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -277903.156250 Penalty: 2635.595947
	Iteration 44Q: 3 clusters Score -277903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -277914.031250 Penalty: 2635.595947
	Iteration 45Q: 3 clusters Score -277914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -277925.906250 Penalty: 2635.595947
	Iteration 46Q: 3 clusters Score -277925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -277935.593750 Penalty: 2635.595947
	Iteration 47Q: 3 clusters Score -277935.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -277946.750000 Penalty: 2635.595947
	Iteration 48Q: 3 clusters Score -277946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -277954.125000 Penalty: 2635.595947
	Iteration 49Q: 3 clusters Score -277954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -277964.343750 Penalty: 2635.595947
	Iteration 50Q: 3 clusters Score -277964.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -277979.406250 Penalty: 2635.595947
	Iteration 51Q: 3 clusters Score -277979.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -277992.968750 Penalty: 2635.595947
	Iteration 52Q: 3 clusters Score -277993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -278004.156250 Penalty: 2635.595947
	Iteration 53Q: 3 clusters Score -278004.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -278014.343750 Penalty: 2635.595947
	Iteration 54Q: 3 clusters Score -278014.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278025.437500 Penalty: 2635.595947
	Iteration 55Q: 3 clusters Score -278025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -278034.312500 Penalty: 2635.595947
	Iteration 56Q: 3 clusters Score -278034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -278040.500000 Penalty: 2635.595947
	Iteration 57Q: 3 clusters Score -278040.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -278050.031250 Penalty: 2635.595947
	Iteration 58Q: 3 clusters Score -278050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -278055.718750 Penalty: 2635.595947
	Iteration 59Q: 3 clusters Score -278055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -278062.343750 Penalty: 2635.595947
	Iteration 60F: 3 clusters Score -278062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -278065.843750 Penalty: 2635.595947
	Iteration 61Q: 3 clusters Score -278065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -278068.968750 Penalty: 2635.595947
	Iteration 62Q: 3 clusters Score -278069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -278071.312500 Penalty: 2635.595947
	Iteration 63Q: 3 clusters Score -278071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -278073.156250 Penalty: 2635.595947
	Iteration 64Q: 3 clusters Score -278073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -278074.437500 Penalty: 2635.595947
	Iteration 65Q: 3 clusters Score -278074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -278075.000000 Penalty: 2635.595947
	Iteration 66Q: 3 clusters Score -278075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -278076.000000 Penalty: 2635.595947
	Iteration 67Q: 3 clusters Score -278076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -278076.468750 Penalty: 2635.595947
	Iteration 68Q: 3 clusters Score -278076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -278076.875000 Penalty: 2635.595947
	Iteration 69Q: 3 clusters Score -278076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -278077.250000 Penalty: 2635.595947
	Iteration 70Q: 3 clusters Score -278077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -278077.687500 Penalty: 2635.595947
	Iteration 71Q: 3 clusters Score -278077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -278077.375000 Penalty: 2635.595947
	Iteration 72Q: 3 clusters Score -278077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -278077.375000 Penalty: 2635.595947
	Iteration 73Q: 3 clusters Score -278077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -278077.375000 Penalty: 2635.595947
	Iteration 74Q: 3 clusters Score -278077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -278078.375000 Penalty: 2635.595947
	Iteration 75Q: 3 clusters Score -278078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -278078.625000 Penalty: 2635.595947
	Iteration 76Q: 3 clusters Score -278078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -278079.968750 Penalty: 2635.595947
	Iteration 77Q: 3 clusters Score -278080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -278079.968750 Penalty: 2635.595947
	Iteration 78F: 3 clusters Score -278080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Entering Unmasked Estep 
Score: -3356131.250000 Penalty: 1714.343262
	Iteration 0F: 2 clusters Score -3356131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3330490.250000 Penalty: 3428.686523
	Iteration 0F: 3 clusters Score -3330490 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3340743.000000 Penalty: 3428.686523
	Iteration 1F: 3 clusters Score -3340743 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3341540.750000 Penalty: 3428.686523
	Iteration 2Q: 3 clusters Score -3341541 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3342631.500000 Penalty: 3428.686523
	Iteration 3F: 3 clusters Score -3342632 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3344010.500000 Penalty: 3428.686523
	Iteration 4F: 3 clusters Score -3344010 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3345692.750000 Penalty: 3428.686523
	Iteration 5F: 3 clusters Score -3345693 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3347587.500000 Penalty: 3428.686523
	Iteration 6F: 3 clusters Score -3347588 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3349094.000000 Penalty: 3428.686523
	Iteration 7F: 3 clusters Score -3349094 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3350093.250000 Penalty: 3428.686523
	Iteration 8Q: 3 clusters Score -3350093 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3350638.750000 Penalty: 3428.686523
	Iteration 9Q: 3 clusters Score -3350639 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3351007.250000 Penalty: 3428.686523
	Iteration 10Q: 3 clusters Score -3351007 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3351341.000000 Penalty: 3428.686523
	Iteration 11Q: 3 clusters Score -3351341 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3351666.250000 Penalty: 3428.686523
	Iteration 12Q: 3 clusters Score -3351666 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3351995.250000 Penalty: 3428.686523
	Iteration 13Q: 3 clusters Score -3351995 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3352324.000000 Penalty: 3428.686523
	Iteration 14Q: 3 clusters Score -3352324 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3352688.000000 Penalty: 3428.686523
	Iteration 15Q: 3 clusters Score -3352688 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3352978.750000 Penalty: 3428.686523
	Iteration 16Q: 3 clusters Score -3352979 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3353223.250000 Penalty: 3428.686523
	Iteration 17Q: 3 clusters Score -3353223 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3353400.250000 Penalty: 3428.686523
	Iteration 18Q: 3 clusters Score -3353400 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3353549.000000 Penalty: 3428.686523
	Iteration 19Q: 3 clusters Score -3353549 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3353676.000000 Penalty: 3428.686523
	Iteration 20F: 3 clusters Score -3353676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3353748.000000 Penalty: 3428.686523
	Iteration 21Q: 3 clusters Score -3353748 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3353837.750000 Penalty: 3428.686523
	Iteration 22Q: 3 clusters Score -3353838 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3353923.750000 Penalty: 3428.686523
	Iteration 23Q: 3 clusters Score -3353924 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3353997.500000 Penalty: 3428.686523
	Iteration 24Q: 3 clusters Score -3353998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3354047.750000 Penalty: 3428.686523
	Iteration 25Q: 3 clusters Score -3354048 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3354101.000000 Penalty: 3428.686523
	Iteration 26Q: 3 clusters Score -3354101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3354155.250000 Penalty: 3428.686523
	Iteration 27Q: 3 clusters Score -3354155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -3354189.000000 Penalty: 3428.686523
	Iteration 28Q: 3 clusters Score -3354189 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3354218.250000 Penalty: 3428.686523
	Iteration 29Q: 3 clusters Score -3354218 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -3354252.000000 Penalty: 3428.686523
	Iteration 30Q: 3 clusters Score -3354252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -3354271.000000 Penalty: 3428.686523
	Iteration 31Q: 3 clusters Score -3354271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3354297.750000 Penalty: 3428.686523
	Iteration 32Q: 3 clusters Score -3354298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3354324.750000 Penalty: 3428.686523
	Iteration 33Q: 3 clusters Score -3354325 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3354349.000000 Penalty: 3428.686523
	Iteration 34Q: 3 clusters Score -3354349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -3354377.250000 Penalty: 3428.686523
	Iteration 35Q: 3 clusters Score -3354377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3354408.250000 Penalty: 3428.686523
	Iteration 36Q: 3 clusters Score -3354408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -3354433.000000 Penalty: 3428.686523
	Iteration 37Q: 3 clusters Score -3354433 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -3354454.250000 Penalty: 3428.686523
	Iteration 38Q: 3 clusters Score -3354454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3354488.250000 Penalty: 3428.686523
	Iteration 39Q: 3 clusters Score -3354488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -3354518.250000 Penalty: 3428.686523
	Iteration 40F: 3 clusters Score -3354518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -3354545.750000 Penalty: 3428.686523
	Iteration 41Q: 3 clusters Score -3354546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -3354590.000000 Penalty: 3428.686523
	Iteration 42Q: 3 clusters Score -3354590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -3354638.250000 Penalty: 3428.686523
	Iteration 43Q: 3 clusters Score -3354638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3354684.500000 Penalty: 3428.686523
	Iteration 44Q: 3 clusters Score -3354684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -3354718.500000 Penalty: 3428.686523
	Iteration 45Q: 3 clusters Score -3354718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3354736.750000 Penalty: 3428.686523
	Iteration 46Q: 3 clusters Score -3354737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3354769.250000 Penalty: 3428.686523
	Iteration 47Q: 3 clusters Score -3354769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3354780.750000 Penalty: 3428.686523
	Iteration 48Q: 3 clusters Score -3354781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -3354777.750000 Penalty: 3428.686523
	Iteration 49Q: 3 clusters Score -3354778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -3354802.750000 Penalty: 3428.686523
	Iteration 50Q: 3 clusters Score -3354803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -3354812.500000 Penalty: 3428.686523
	Iteration 51Q: 3 clusters Score -3354812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -3354825.250000 Penalty: 3428.686523
	Iteration 52Q: 3 clusters Score -3354825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3354850.500000 Penalty: 3428.686523
	Iteration 53Q: 3 clusters Score -3354850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -3354858.500000 Penalty: 3428.686523
	Iteration 54Q: 3 clusters Score -3354858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3354865.000000 Penalty: 3428.686523
	Iteration 55Q: 3 clusters Score -3354865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -3354872.750000 Penalty: 3428.686523
	Iteration 56Q: 3 clusters Score -3354873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3354883.500000 Penalty: 3428.686523
	Iteration 57Q: 3 clusters Score -3354884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3354881.250000 Penalty: 3428.686523
	Iteration 58Q: 3 clusters Score -3354881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3354878.250000 Penalty: 3428.686523
	Iteration 59Q: 3 clusters Score -3354878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3354879.250000 Penalty: 3428.686523
	Iteration 60F: 3 clusters Score -3354879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3354884.750000 Penalty: 3428.686523
	Iteration 61Q: 3 clusters Score -3354885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3354886.500000 Penalty: 3428.686523
	Iteration 62Q: 3 clusters Score -3354886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3354881.250000 Penalty: 3428.686523
	Iteration 63Q: 3 clusters Score -3354881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -3354887.500000 Penalty: 3428.686523
	Iteration 64Q: 3 clusters Score -3354888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3354892.000000 Penalty: 3428.686523
	Iteration 65Q: 3 clusters Score -3354892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -3354890.500000 Penalty: 3428.686523
	Iteration 66Q: 3 clusters Score -3354890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -3354892.000000 Penalty: 3428.686523
	Iteration 67Q: 3 clusters Score -3354892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3354896.750000 Penalty: 3428.686523
	Iteration 68Q: 3 clusters Score -3354897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3354900.000000 Penalty: 3428.686523
	Iteration 69Q: 3 clusters Score -3354900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3354902.750000 Penalty: 3428.686523
	Iteration 70Q: 3 clusters Score -3354903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -3354906.000000 Penalty: 3428.686523
	Iteration 71Q: 3 clusters Score -3354906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3354899.250000 Penalty: 3428.686523
	Iteration 72Q: 3 clusters Score -3354899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -3354898.000000 Penalty: 3428.686523
	Iteration 73Q: 3 clusters Score -3354898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3354897.250000 Penalty: 3428.686523
	Iteration 74Q: 3 clusters Score -3354897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3354897.250000 Penalty: 3428.686523
	Iteration 75F: 3 clusters Score -3354897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -136207.765625 Penalty: 1239.555054
	Iteration 0F: 2 clusters Score -136207.8 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 1062 members 
Entering Unmasked Estep 
Score: -134145.984375 Penalty: 2479.110107
	Iteration 0F: 3 clusters Score -134146 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -134757.281250 Penalty: 2479.110107
	Iteration 1F: 3 clusters Score -134757.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -134989.093750 Penalty: 2479.110107
	Iteration 2F: 3 clusters Score -134989.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -135196.828125 Penalty: 2479.110107
	Iteration 3F: 3 clusters Score -135196.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -135352.343750 Penalty: 2479.110107
	Iteration 4F: 3 clusters Score -135352.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -135481.031250 Penalty: 2479.110107
	Iteration 5Q: 3 clusters Score -135481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135588.781250 Penalty: 2479.110107
	Iteration 6Q: 3 clusters Score -135588.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135672.609375 Penalty: 2479.110107
	Iteration 7Q: 3 clusters Score -135672.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135778.953125 Penalty: 2479.110107
	Iteration 8Q: 3 clusters Score -135779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -135908.109375 Penalty: 2479.110107
	Iteration 9Q: 3 clusters Score -135908.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -135990.046875 Penalty: 2479.110107
	Iteration 10Q: 3 clusters Score -135990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136029.734375 Penalty: 2479.110107
	Iteration 11Q: 3 clusters Score -136029.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -136053.390625 Penalty: 2479.110107
	Iteration 12Q: 3 clusters Score -136053.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -136062.937500 Penalty: 2479.110107
	Iteration 13Q: 3 clusters Score -136062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136068.312500 Penalty: 2479.110107
	Iteration 14Q: 3 clusters Score -136068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136073.156250 Penalty: 2479.110107
	Iteration 15Q: 3 clusters Score -136073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136074.765625 Penalty: 2479.110107
	Iteration 16Q: 3 clusters Score -136074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -136076.046875 Penalty: 2479.110107
	Iteration 17Q: 3 clusters Score -136076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -136076.859375 Penalty: 2479.110107
	Iteration 18Q: 3 clusters Score -136076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136077.203125 Penalty: 2479.110107
	Iteration 19Q: 3 clusters Score -136077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136088.859375 Penalty: 2479.110107
	Iteration 20F: 3 clusters Score -136088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136109.890625 Penalty: 2479.110107
	Iteration 21Q: 3 clusters Score -136109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -136113.250000 Penalty: 2479.110107
	Iteration 22Q: 3 clusters Score -136113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136114.093750 Penalty: 2479.110107
	Iteration 23Q: 3 clusters Score -136114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136114.546875 Penalty: 2479.110107
	Iteration 24Q: 3 clusters Score -136114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136114.546875 Penalty: 2479.110107
	Iteration 25F: 3 clusters Score -136114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -127941.429688 Penalty: 1206.620605
	Iteration 0F: 2 clusters Score -127941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -126080.171875 Penalty: 2413.241211
	Iteration 0F: 3 clusters Score -126080.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -126564.812500 Penalty: 2413.241211
	Iteration 1F: 3 clusters Score -126564.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -126759.257812 Penalty: 2413.241211
	Iteration 2F: 3 clusters Score -126759.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -126907.062500 Penalty: 2413.241211
	Iteration 3F: 3 clusters Score -126907.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127043.476562 Penalty: 2413.241211
	Iteration 4F: 3 clusters Score -127043.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127242.562500 Penalty: 2413.241211
	Iteration 5F: 3 clusters Score -127242.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127462.351562 Penalty: 2413.241211
	Iteration 6F: 3 clusters Score -127462.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -127578.687500 Penalty: 2413.241211
	Iteration 7Q: 3 clusters Score -127578.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -127659.023438 Penalty: 2413.241211
	Iteration 8Q: 3 clusters Score -127659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127722.046875 Penalty: 2413.241211
	Iteration 9Q: 3 clusters Score -127722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127746.492188 Penalty: 2413.241211
	Iteration 10Q: 3 clusters Score -127746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127754.445312 Penalty: 2413.241211
	Iteration 11Q: 3 clusters Score -127754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127758.195312 Penalty: 2413.241211
	Iteration 12Q: 3 clusters Score -127758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127761.304688 Penalty: 2413.241211
	Iteration 13Q: 3 clusters Score -127761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127762.859375 Penalty: 2413.241211
	Iteration 14Q: 3 clusters Score -127762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127765.171875 Penalty: 2413.241211
	Iteration 15Q: 3 clusters Score -127765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127765.859375 Penalty: 2413.241211
	Iteration 16Q: 3 clusters Score -127765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -127768.562500 Penalty: 2413.241211
	Iteration 17Q: 3 clusters Score -127768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127769.281250 Penalty: 2413.241211
	Iteration 18Q: 3 clusters Score -127769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127769.281250 Penalty: 2413.241211
	Iteration 19F: 3 clusters Score -127769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -84683.695312 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -84683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83204.617188 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -83204.62 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83614.390625 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -83614.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83845.117188 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -83845.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84049.914062 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -84049.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84145.164062 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -84145.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84273.992188 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -84273.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84380.039062 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -84380.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84465.945312 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -84465.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84498.992188 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -84498.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84519.593750 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -84519.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84528.039062 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -84528.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84532.742188 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -84532.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84535.734375 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -84535.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84536.625000 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -84536.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84538.343750 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -84538.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84538.343750 Penalty: 2277.764160
	Iteration 15F: 3 clusters Score -84538.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -312297.031250 Penalty: 1345.944580
	Iteration 0F: 2 clusters Score -312297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -308965.500000 Penalty: 2691.889160
	Iteration 0F: 3 clusters Score -308965.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -309808.812500 Penalty: 2691.889160
	Iteration 1F: 3 clusters Score -309808.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -309991.687500 Penalty: 2691.889160
	Iteration 2F: 3 clusters Score -309991.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -310111.250000 Penalty: 2691.889160
	Iteration 3F: 3 clusters Score -310111.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -310220.437500 Penalty: 2691.889160
	Iteration 4Q: 3 clusters Score -310220.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -310310.843750 Penalty: 2691.889160
	Iteration 5Q: 3 clusters Score -310310.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -310402.906250 Penalty: 2691.889160
	Iteration 6Q: 3 clusters Score -310402.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -310485.593750 Penalty: 2691.889160
	Iteration 7Q: 3 clusters Score -310485.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -310565.781250 Penalty: 2691.889160
	Iteration 8Q: 3 clusters Score -310565.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -310635.937500 Penalty: 2691.889160
	Iteration 9Q: 3 clusters Score -310635.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -310720.562500 Penalty: 2691.889160
	Iteration 10Q: 3 clusters Score -310720.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -310813.781250 Penalty: 2691.889160
	Iteration 11Q: 3 clusters Score -310813.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -310931.937500 Penalty: 2691.889160
	Iteration 12Q: 3 clusters Score -310931.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -311043.531250 Penalty: 2691.889160
	Iteration 13Q: 3 clusters Score -311043.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -311101.218750 Penalty: 2691.889160
	Iteration 14Q: 3 clusters Score -311101.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -311141.312500 Penalty: 2691.889160
	Iteration 15Q: 3 clusters Score -311141.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -311170.718750 Penalty: 2691.889160
	Iteration 16Q: 3 clusters Score -311170.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -311181.062500 Penalty: 2691.889160
	Iteration 17Q: 3 clusters Score -311181.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -311193.156250 Penalty: 2691.889160
	Iteration 18Q: 3 clusters Score -311193.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -311205.000000 Penalty: 2691.889160
	Iteration 19Q: 3 clusters Score -311205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -311214.531250 Penalty: 2691.889160
	Iteration 20F: 3 clusters Score -311214.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -311224.531250 Penalty: 2691.889160
	Iteration 21Q: 3 clusters Score -311224.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -311235.687500 Penalty: 2691.889160
	Iteration 22Q: 3 clusters Score -311235.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -311249.218750 Penalty: 2691.889160
	Iteration 23Q: 3 clusters Score -311249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -311259.531250 Penalty: 2691.889160
	Iteration 24Q: 3 clusters Score -311259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -311264.187500 Penalty: 2691.889160
	Iteration 25Q: 3 clusters Score -311264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -311269.718750 Penalty: 2691.889160
	Iteration 26Q: 3 clusters Score -311269.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -311277.250000 Penalty: 2691.889160
	Iteration 27Q: 3 clusters Score -311277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -311282.875000 Penalty: 2691.889160
	Iteration 28Q: 3 clusters Score -311282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -311286.875000 Penalty: 2691.889160
	Iteration 29Q: 3 clusters Score -311286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -311289.062500 Penalty: 2691.889160
	Iteration 30Q: 3 clusters Score -311289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -311292.406250 Penalty: 2691.889160
	Iteration 31Q: 3 clusters Score -311292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -311295.656250 Penalty: 2691.889160
	Iteration 32Q: 3 clusters Score -311295.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -311298.187500 Penalty: 2691.889160
	Iteration 33Q: 3 clusters Score -311298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -311299.843750 Penalty: 2691.889160
	Iteration 34Q: 3 clusters Score -311299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -311301.437500 Penalty: 2691.889160
	Iteration 35Q: 3 clusters Score -311301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311303.531250 Penalty: 2691.889160
	Iteration 36Q: 3 clusters Score -311303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311304.125000 Penalty: 2691.889160
	Iteration 37Q: 3 clusters Score -311304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311305.218750 Penalty: 2691.889160
	Iteration 38Q: 3 clusters Score -311305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311305.812500 Penalty: 2691.889160
	Iteration 39Q: 3 clusters Score -311305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -311307.593750 Penalty: 2691.889160
	Iteration 40F: 3 clusters Score -311307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -311308.187500 Penalty: 2691.889160
	Iteration 41Q: 3 clusters Score -311308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -311307.750000 Penalty: 2691.889160
	Iteration 42Q: 3 clusters Score -311307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -311309.281250 Penalty: 2691.889160
	Iteration 43Q: 3 clusters Score -311309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -311309.906250 Penalty: 2691.889160
	Iteration 44Q: 3 clusters Score -311309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -311311.906250 Penalty: 2691.889160
	Iteration 45Q: 3 clusters Score -311311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -311312.906250 Penalty: 2691.889160
	Iteration 46Q: 3 clusters Score -311312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -311314.281250 Penalty: 2691.889160
	Iteration 47Q: 3 clusters Score -311314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -311314.125000 Penalty: 2691.889160
	Iteration 48Q: 3 clusters Score -311314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -311314.656250 Penalty: 2691.889160
	Iteration 49Q: 3 clusters Score -311314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -311315.062500 Penalty: 2691.889160
	Iteration 50Q: 3 clusters Score -311315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -311315.500000 Penalty: 2691.889160
	Iteration 51Q: 3 clusters Score -311315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311315.500000 Penalty: 2691.889160
	Iteration 52Q: 3 clusters Score -311315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311316.500000 Penalty: 2691.889160
	Iteration 53Q: 3 clusters Score -311316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -311316.781250 Penalty: 2691.889160
	Iteration 54Q: 3 clusters Score -311316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -311317.031250 Penalty: 2691.889160
	Iteration 55Q: 3 clusters Score -311317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -311317.031250 Penalty: 2691.889160
	Iteration 56F: 3 clusters Score -311317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Entering Unmasked Estep 
Score: -2286378.000000 Penalty: 1652.624512
	Iteration 0F: 2 clusters Score -2286378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2268694.250000 Penalty: 3305.249023
	Iteration 0F: 3 clusters Score -2268694 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2275489.750000 Penalty: 3305.249023
	Iteration 1F: 3 clusters Score -2275490 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2275994.500000 Penalty: 3305.249023
	Iteration 2F: 3 clusters Score -2275994 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2276576.500000 Penalty: 3305.249023
	Iteration 3F: 3 clusters Score -2276576 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2277211.750000 Penalty: 3305.249023
	Iteration 4F: 3 clusters Score -2277212 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2277898.250000 Penalty: 3305.249023
	Iteration 5F: 3 clusters Score -2277898 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2278702.750000 Penalty: 3305.249023
	Iteration 6F: 3 clusters Score -2278703 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2279607.500000 Penalty: 3305.249023
	Iteration 7F: 3 clusters Score -2279608 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2280500.000000 Penalty: 3305.249023
	Iteration 8Q: 3 clusters Score -2280500 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2281213.750000 Penalty: 3305.249023
	Iteration 9Q: 3 clusters Score -2281214 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2281674.250000 Penalty: 3305.249023
	Iteration 10Q: 3 clusters Score -2281674 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2281956.750000 Penalty: 3305.249023
	Iteration 11Q: 3 clusters Score -2281957 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2282125.500000 Penalty: 3305.249023
	Iteration 12Q: 3 clusters Score -2282126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2282286.500000 Penalty: 3305.249023
	Iteration 13Q: 3 clusters Score -2282286 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2282427.750000 Penalty: 3305.249023
	Iteration 14Q: 3 clusters Score -2282428 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2282568.750000 Penalty: 3305.249023
	Iteration 15Q: 3 clusters Score -2282569 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2282698.250000 Penalty: 3305.249023
	Iteration 16Q: 3 clusters Score -2282698 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2282857.500000 Penalty: 3305.249023
	Iteration 17Q: 3 clusters Score -2282858 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2283008.750000 Penalty: 3305.249023
	Iteration 18Q: 3 clusters Score -2283009 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2283158.000000 Penalty: 3305.249023
	Iteration 19Q: 3 clusters Score -2283158 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2283330.250000 Penalty: 3305.249023
	Iteration 20F: 3 clusters Score -2283330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2283499.000000 Penalty: 3305.249023
	Iteration 21Q: 3 clusters Score -2283499 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2283658.000000 Penalty: 3305.249023
	Iteration 22Q: 3 clusters Score -2283658 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2283815.250000 Penalty: 3305.249023
	Iteration 23Q: 3 clusters Score -2283815 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2283959.750000 Penalty: 3305.249023
	Iteration 24Q: 3 clusters Score -2283960 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2284091.250000 Penalty: 3305.249023
	Iteration 25Q: 3 clusters Score -2284091 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2284212.250000 Penalty: 3305.249023
	Iteration 26Q: 3 clusters Score -2284212 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2284323.250000 Penalty: 3305.249023
	Iteration 27Q: 3 clusters Score -2284323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2284416.000000 Penalty: 3305.249023
	Iteration 28Q: 3 clusters Score -2284416 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2284503.250000 Penalty: 3305.249023
	Iteration 29Q: 3 clusters Score -2284503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2284567.750000 Penalty: 3305.249023
	Iteration 30Q: 3 clusters Score -2284568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2284617.500000 Penalty: 3305.249023
	Iteration 31Q: 3 clusters Score -2284618 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2284677.500000 Penalty: 3305.249023
	Iteration 32Q: 3 clusters Score -2284678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2284706.000000 Penalty: 3305.249023
	Iteration 33Q: 3 clusters Score -2284706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2284738.500000 Penalty: 3305.249023
	Iteration 34Q: 3 clusters Score -2284738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2284769.000000 Penalty: 3305.249023
	Iteration 35Q: 3 clusters Score -2284769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2284788.500000 Penalty: 3305.249023
	Iteration 36Q: 3 clusters Score -2284788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2284812.250000 Penalty: 3305.249023
	Iteration 37Q: 3 clusters Score -2284812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2284836.500000 Penalty: 3305.249023
	Iteration 38Q: 3 clusters Score -2284836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2284846.250000 Penalty: 3305.249023
	Iteration 39Q: 3 clusters Score -2284846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2284855.500000 Penalty: 3305.249023
	Iteration 40F: 3 clusters Score -2284856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2284863.750000 Penalty: 3305.249023
	Iteration 41Q: 3 clusters Score -2284864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2284871.250000 Penalty: 3305.249023
	Iteration 42Q: 3 clusters Score -2284871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2284878.750000 Penalty: 3305.249023
	Iteration 43Q: 3 clusters Score -2284879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2284886.750000 Penalty: 3305.249023
	Iteration 44Q: 3 clusters Score -2284887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2284893.250000 Penalty: 3305.249023
	Iteration 45Q: 3 clusters Score -2284893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2284902.750000 Penalty: 3305.249023
	Iteration 46Q: 3 clusters Score -2284903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2284907.250000 Penalty: 3305.249023
	Iteration 47Q: 3 clusters Score -2284907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2284916.000000 Penalty: 3305.249023
	Iteration 48Q: 3 clusters Score -2284916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2284933.250000 Penalty: 3305.249023
	Iteration 49Q: 3 clusters Score -2284933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2284941.750000 Penalty: 3305.249023
	Iteration 50Q: 3 clusters Score -2284942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2284951.000000 Penalty: 3305.249023
	Iteration 51Q: 3 clusters Score -2284951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2284954.500000 Penalty: 3305.249023
	Iteration 52Q: 3 clusters Score -2284954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2284959.750000 Penalty: 3305.249023
	Iteration 53Q: 3 clusters Score -2284960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2284963.750000 Penalty: 3305.249023
	Iteration 54Q: 3 clusters Score -2284964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2284965.000000 Penalty: 3305.249023
	Iteration 55Q: 3 clusters Score -2284965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2284969.250000 Penalty: 3305.249023
	Iteration 56Q: 3 clusters Score -2284969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2284976.250000 Penalty: 3305.249023
	Iteration 57Q: 3 clusters Score -2284976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2284975.750000 Penalty: 3305.249023
	Iteration 58Q: 3 clusters Score -2284976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2284979.250000 Penalty: 3305.249023
	Iteration 59Q: 3 clusters Score -2284979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2284978.750000 Penalty: 3305.249023
	Iteration 60F: 3 clusters Score -2284979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2284984.500000 Penalty: 3305.249023
	Iteration 61Q: 3 clusters Score -2284984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2284985.750000 Penalty: 3305.249023
	Iteration 62Q: 3 clusters Score -2284986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2284992.000000 Penalty: 3305.249023
	Iteration 63Q: 3 clusters Score -2284992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2284993.750000 Penalty: 3305.249023
	Iteration 64Q: 3 clusters Score -2284994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2284994.250000 Penalty: 3305.249023
	Iteration 65Q: 3 clusters Score -2284994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2284996.000000 Penalty: 3305.249023
	Iteration 66Q: 3 clusters Score -2284996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2285004.500000 Penalty: 3305.249023
	Iteration 67Q: 3 clusters Score -2285004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2285003.250000 Penalty: 3305.249023
	Iteration 68Q: 3 clusters Score -2285003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2285007.500000 Penalty: 3305.249023
	Iteration 69Q: 3 clusters Score -2285008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2285008.000000 Penalty: 3305.249023
	Iteration 70Q: 3 clusters Score -2285008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2285009.000000 Penalty: 3305.249023
	Iteration 71Q: 3 clusters Score -2285009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2285009.750000 Penalty: 3305.249023
	Iteration 72Q: 3 clusters Score -2285010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2285011.250000 Penalty: 3305.249023
	Iteration 73Q: 3 clusters Score -2285011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2285011.250000 Penalty: 3305.249023
	Iteration 74F: 3 clusters Score -2285011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -230541.640625 Penalty: 1291.727417
	Iteration 0F: 2 clusters Score -230541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -227939.656250 Penalty: 2583.454834
	Iteration 0F: 3 clusters Score -227939.7 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -228671.796875 Penalty: 2583.454834
	Iteration 1F: 3 clusters Score -228671.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228952.031250 Penalty: 2583.454834
	Iteration 2F: 3 clusters Score -228952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -229205.640625 Penalty: 2583.454834
	Iteration 3F: 3 clusters Score -229205.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -229403.156250 Penalty: 2583.454834
	Iteration 4F: 3 clusters Score -229403.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229523.421875 Penalty: 2583.454834
	Iteration 5F: 3 clusters Score -229523.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229610.953125 Penalty: 2583.454834
	Iteration 6Q: 3 clusters Score -229611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229660.171875 Penalty: 2583.454834
	Iteration 7Q: 3 clusters Score -229660.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229696.359375 Penalty: 2583.454834
	Iteration 8Q: 3 clusters Score -229696.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229718.171875 Penalty: 2583.454834
	Iteration 9Q: 3 clusters Score -229718.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229731.093750 Penalty: 2583.454834
	Iteration 10Q: 3 clusters Score -229731.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229740.765625 Penalty: 2583.454834
	Iteration 11Q: 3 clusters Score -229740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229752.046875 Penalty: 2583.454834
	Iteration 12Q: 3 clusters Score -229752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229761.890625 Penalty: 2583.454834
	Iteration 13Q: 3 clusters Score -229761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229767.093750 Penalty: 2583.454834
	Iteration 14Q: 3 clusters Score -229767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229769.156250 Penalty: 2583.454834
	Iteration 15Q: 3 clusters Score -229769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229771.656250 Penalty: 2583.454834
	Iteration 16Q: 3 clusters Score -229771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -229772.156250 Penalty: 2583.454834
	Iteration 17Q: 3 clusters Score -229772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -229771.984375 Penalty: 2583.454834
	Iteration 18Q: 3 clusters Score -229772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -229772.562500 Penalty: 2583.454834
	Iteration 19Q: 3 clusters Score -229772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229772.890625 Penalty: 2583.454834
	Iteration 20F: 3 clusters Score -229772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229773.812500 Penalty: 2583.454834
	Iteration 21Q: 3 clusters Score -229773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229777.234375 Penalty: 2583.454834
	Iteration 22Q: 3 clusters Score -229777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -229777.453125 Penalty: 2583.454834
	Iteration 23Q: 3 clusters Score -229777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229778.984375 Penalty: 2583.454834
	Iteration 24Q: 3 clusters Score -229779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229780.406250 Penalty: 2583.454834
	Iteration 25Q: 3 clusters Score -229780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229781.281250 Penalty: 2583.454834
	Iteration 26Q: 3 clusters Score -229781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229781.828125 Penalty: 2583.454834
	Iteration 27Q: 3 clusters Score -229781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229781.828125 Penalty: 2583.454834
	Iteration 28F: 3 clusters Score -229781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -421810.125000 Penalty: 1382.180786
	Iteration 0F: 2 clusters Score -421810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -417890.687500 Penalty: 2764.361572
	Iteration 0F: 3 clusters Score -417890.7 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -418965.562500 Penalty: 2764.361572
	Iteration 1F: 3 clusters Score -418965.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -419166.437500 Penalty: 2764.361572
	Iteration 2F: 3 clusters Score -419166.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -419288.000000 Penalty: 2764.361572
	Iteration 3Q: 3 clusters Score -419288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -419381.843750 Penalty: 2764.361572
	Iteration 4Q: 3 clusters Score -419381.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -419458.656250 Penalty: 2764.361572
	Iteration 5Q: 3 clusters Score -419458.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -419523.406250 Penalty: 2764.361572
	Iteration 6Q: 3 clusters Score -419523.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -419572.593750 Penalty: 2764.361572
	Iteration 7Q: 3 clusters Score -419572.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -419625.031250 Penalty: 2764.361572
	Iteration 8Q: 3 clusters Score -419625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -419674.000000 Penalty: 2764.361572
	Iteration 9Q: 3 clusters Score -419674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -419719.531250 Penalty: 2764.361572
	Iteration 10Q: 3 clusters Score -419719.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -419768.656250 Penalty: 2764.361572
	Iteration 11Q: 3 clusters Score -419768.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -419818.687500 Penalty: 2764.361572
	Iteration 12Q: 3 clusters Score -419818.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -419863.937500 Penalty: 2764.361572
	Iteration 13Q: 3 clusters Score -419863.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -419919.343750 Penalty: 2764.361572
	Iteration 14Q: 3 clusters Score -419919.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -419965.000000 Penalty: 2764.361572
	Iteration 15Q: 3 clusters Score -419965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -420017.468750 Penalty: 2764.361572
	Iteration 16Q: 3 clusters Score -420017.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -420067.593750 Penalty: 2764.361572
	Iteration 17Q: 3 clusters Score -420067.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -420126.312500 Penalty: 2764.361572
	Iteration 18Q: 3 clusters Score -420126.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -420176.718750 Penalty: 2764.361572
	Iteration 19Q: 3 clusters Score -420176.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -420215.062500 Penalty: 2764.361572
	Iteration 20F: 3 clusters Score -420215.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -420253.031250 Penalty: 2764.361572
	Iteration 21Q: 3 clusters Score -420253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -420291.906250 Penalty: 2764.361572
	Iteration 22Q: 3 clusters Score -420291.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -420329.562500 Penalty: 2764.361572
	Iteration 23Q: 3 clusters Score -420329.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -420362.250000 Penalty: 2764.361572
	Iteration 24Q: 3 clusters Score -420362.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -420392.937500 Penalty: 2764.361572
	Iteration 25Q: 3 clusters Score -420392.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -420417.218750 Penalty: 2764.361572
	Iteration 26Q: 3 clusters Score -420417.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -420443.750000 Penalty: 2764.361572
	Iteration 27Q: 3 clusters Score -420443.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -420470.312500 Penalty: 2764.361572
	Iteration 28Q: 3 clusters Score -420470.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -420498.343750 Penalty: 2764.361572
	Iteration 29Q: 3 clusters Score -420498.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -420519.406250 Penalty: 2764.361572
	Iteration 30Q: 3 clusters Score -420519.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -420539.312500 Penalty: 2764.361572
	Iteration 31Q: 3 clusters Score -420539.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -420550.906250 Penalty: 2764.361572
	Iteration 32Q: 3 clusters Score -420550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -420559.062500 Penalty: 2764.361572
	Iteration 33Q: 3 clusters Score -420559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -420563.718750 Penalty: 2764.361572
	Iteration 34Q: 3 clusters Score -420563.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -420567.062500 Penalty: 2764.361572
	Iteration 35Q: 3 clusters Score -420567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -420570.375000 Penalty: 2764.361572
	Iteration 36Q: 3 clusters Score -420570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -420573.187500 Penalty: 2764.361572
	Iteration 37Q: 3 clusters Score -420573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -420576.843750 Penalty: 2764.361572
	Iteration 38Q: 3 clusters Score -420576.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -420584.031250 Penalty: 2764.361572
	Iteration 39Q: 3 clusters Score -420584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -420592.281250 Penalty: 2764.361572
	Iteration 40F: 3 clusters Score -420592.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -420600.718750 Penalty: 2764.361572
	Iteration 41Q: 3 clusters Score -420600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -420604.500000 Penalty: 2764.361572
	Iteration 42Q: 3 clusters Score -420604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -420606.906250 Penalty: 2764.361572
	Iteration 43Q: 3 clusters Score -420606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -420610.000000 Penalty: 2764.361572
	Iteration 44Q: 3 clusters Score -420610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -420611.843750 Penalty: 2764.361572
	Iteration 45Q: 3 clusters Score -420611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -420612.375000 Penalty: 2764.361572
	Iteration 46Q: 3 clusters Score -420612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -420613.187500 Penalty: 2764.361572
	Iteration 47Q: 3 clusters Score -420613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -420615.781250 Penalty: 2764.361572
	Iteration 48Q: 3 clusters Score -420615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -420617.937500 Penalty: 2764.361572
	Iteration 49Q: 3 clusters Score -420617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -420618.531250 Penalty: 2764.361572
	Iteration 50Q: 3 clusters Score -420618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -420619.093750 Penalty: 2764.361572
	Iteration 51Q: 3 clusters Score -420619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -420619.093750 Penalty: 2764.361572
	Iteration 52F: 3 clusters Score -420619.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -560480.687500 Penalty: 1439.738892
	Iteration 0F: 2 clusters Score -560480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -555250.375000 Penalty: 2879.477783
	Iteration 0F: 3 clusters Score -555250.4 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -557042.437500 Penalty: 2879.477783
	Iteration 1F: 3 clusters Score -557042.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -557339.562500 Penalty: 2879.477783
	Iteration 2F: 3 clusters Score -557339.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -557623.750000 Penalty: 2879.477783
	Iteration 3F: 3 clusters Score -557623.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -557877.375000 Penalty: 2879.477783
	Iteration 4F: 3 clusters Score -557877.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -558118.562500 Penalty: 2879.477783
	Iteration 5F: 3 clusters Score -558118.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -558310.812500 Penalty: 2879.477783
	Iteration 6Q: 3 clusters Score -558310.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -558481.187500 Penalty: 2879.477783
	Iteration 7Q: 3 clusters Score -558481.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -558619.062500 Penalty: 2879.477783
	Iteration 8Q: 3 clusters Score -558619.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -558724.625000 Penalty: 2879.477783
	Iteration 9Q: 3 clusters Score -558724.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -558815.625000 Penalty: 2879.477783
	Iteration 10Q: 3 clusters Score -558815.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -558897.875000 Penalty: 2879.477783
	Iteration 11Q: 3 clusters Score -558897.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -558969.500000 Penalty: 2879.477783
	Iteration 12Q: 3 clusters Score -558969.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559027.312500 Penalty: 2879.477783
	Iteration 13Q: 3 clusters Score -559027.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -559079.125000 Penalty: 2879.477783
	Iteration 14Q: 3 clusters Score -559079.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -559121.812500 Penalty: 2879.477783
	Iteration 15Q: 3 clusters Score -559121.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -559154.187500 Penalty: 2879.477783
	Iteration 16Q: 3 clusters Score -559154.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -559184.062500 Penalty: 2879.477783
	Iteration 17Q: 3 clusters Score -559184.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -559211.812500 Penalty: 2879.477783
	Iteration 18Q: 3 clusters Score -559211.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -559230.937500 Penalty: 2879.477783
	Iteration 19Q: 3 clusters Score -559230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -559252.000000 Penalty: 2879.477783
	Iteration 20F: 3 clusters Score -559252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -559279.562500 Penalty: 2879.477783
	Iteration 21Q: 3 clusters Score -559279.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -559299.687500 Penalty: 2879.477783
	Iteration 22Q: 3 clusters Score -559299.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -559319.187500 Penalty: 2879.477783
	Iteration 23Q: 3 clusters Score -559319.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -559330.937500 Penalty: 2879.477783
	Iteration 24Q: 3 clusters Score -559330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -559339.000000 Penalty: 2879.477783
	Iteration 25Q: 3 clusters Score -559339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -559349.625000 Penalty: 2879.477783
	Iteration 26Q: 3 clusters Score -559349.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -559364.937500 Penalty: 2879.477783
	Iteration 27Q: 3 clusters Score -559364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -559384.125000 Penalty: 2879.477783
	Iteration 28Q: 3 clusters Score -559384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -559407.187500 Penalty: 2879.477783
	Iteration 29Q: 3 clusters Score -559407.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -559435.812500 Penalty: 2879.477783
	Iteration 30Q: 3 clusters Score -559435.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -559458.437500 Penalty: 2879.477783
	Iteration 31Q: 3 clusters Score -559458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -559475.437500 Penalty: 2879.477783
	Iteration 32Q: 3 clusters Score -559475.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -559490.625000 Penalty: 2879.477783
	Iteration 33Q: 3 clusters Score -559490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -559508.250000 Penalty: 2879.477783
	Iteration 34Q: 3 clusters Score -559508.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -559525.062500 Penalty: 2879.477783
	Iteration 35Q: 3 clusters Score -559525.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -559535.812500 Penalty: 2879.477783
	Iteration 36Q: 3 clusters Score -559535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -559542.750000 Penalty: 2879.477783
	Iteration 37Q: 3 clusters Score -559542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -559545.875000 Penalty: 2879.477783
	Iteration 38Q: 3 clusters Score -559545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -559549.687500 Penalty: 2879.477783
	Iteration 39Q: 3 clusters Score -559549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -559552.312500 Penalty: 2879.477783
	Iteration 40F: 3 clusters Score -559552.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -559558.187500 Penalty: 2879.477783
	Iteration 41Q: 3 clusters Score -559558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -559561.375000 Penalty: 2879.477783
	Iteration 42Q: 3 clusters Score -559561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -559562.750000 Penalty: 2879.477783
	Iteration 43Q: 3 clusters Score -559562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -559563.437500 Penalty: 2879.477783
	Iteration 44Q: 3 clusters Score -559563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -559564.562500 Penalty: 2879.477783
	Iteration 45Q: 3 clusters Score -559564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -559565.812500 Penalty: 2879.477783
	Iteration 46Q: 3 clusters Score -559565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -559567.250000 Penalty: 2879.477783
	Iteration 47Q: 3 clusters Score -559567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -559567.250000 Penalty: 2879.477783
	Iteration 48Q: 3 clusters Score -559567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -559567.500000 Penalty: 2879.477783
	Iteration 49Q: 3 clusters Score -559567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -559567.500000 Penalty: 2879.477783
	Iteration 50F: 3 clusters Score -559567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -63976.886719 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -63976.89 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 392 members 
Entering Unmasked Estep 
Score: -62700.812500 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -62700.81 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62931.617188 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -62931.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62979.445312 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -62979.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62996.035156 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -62996.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63002.386719 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -63002.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63012.914062 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -63012.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63023.191406 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -63023.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63030.265625 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -63030.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63031.414062 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -63031.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63033.644531 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -63033.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63037.113281 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -63037.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63041.320312 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -63041.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63043.148438 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -63043.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63044.406250 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -63044.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63044.703125 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -63044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63044.703125 Penalty: 2165.932861
	Iteration 15F: 3 clusters Score -63044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 95829 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 81277 members 
Mstep: Class 6 contains 26001 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21404 members 
Mstep: Class 12 contains 149401 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 26945 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75949 members 
Mstep: Class 18 contains 34783 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9566 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 38170 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3955 members 
Mstep: Class 30 contains 26108 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 7044 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312920.000000 Penalty: 75720.648438
Iteration 199Q: 35 clusters Score -7.631292e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 95846 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 81276 members 
Mstep: Class 6 contains 25991 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30625 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 149351 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 26944 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75930 members 
Mstep: Class 18 contains 34771 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9573 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 38169 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3943 members 
Mstep: Class 30 contains 26176 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4948 members 
Mstep: Class 33 contains 7056 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312912.000000 Penalty: 75720.648438
Iteration 200F: 35 clusters Score -7.631291e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 95863 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8089 members 
Mstep: Class 5 contains 81275 members 
Mstep: Class 6 contains 25989 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21397 members 
Mstep: Class 12 contains 149303 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 15 contains 26942 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75910 members 
Mstep: Class 18 contains 34765 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 38177 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 26225 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 4948 members 
Mstep: Class 33 contains 7063 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312960.000000 Penalty: 75720.648438
Iteration 201Q: 35 clusters Score -7.631296e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95873 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8089 members 
Mstep: Class 5 contains 81273 members 
Mstep: Class 6 contains 25986 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21398 members 
Mstep: Class 12 contains 149271 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11972 members 
Mstep: Class 15 contains 26938 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75896 members 
Mstep: Class 18 contains 34758 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9585 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 38177 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3928 members 
Mstep: Class 30 contains 26264 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 4952 members 
Mstep: Class 33 contains 7070 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313032.000000 Penalty: 75720.648438
Iteration 202Q: 35 clusters Score -7.631303e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 81269 members 
Mstep: Class 6 contains 25983 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 149234 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 26938 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75888 members 
Mstep: Class 18 contains 34757 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9590 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 38184 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3922 members 
Mstep: Class 30 contains 26305 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4955 members 
Mstep: Class 33 contains 7074 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313000.000000 Penalty: 75720.648438
Iteration 203Q: 35 clusters Score -7.6313e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 81264 members 
Mstep: Class 6 contains 25977 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21394 members 
Mstep: Class 12 contains 149213 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26937 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75874 members 
Mstep: Class 18 contains 34750 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9592 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 38187 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 26343 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 7084 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312992.000000 Penalty: 75720.648438
Iteration 204Q: 35 clusters Score -7.631299e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 81263 members 
Mstep: Class 6 contains 25972 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 149189 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26937 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75857 members 
Mstep: Class 18 contains 34740 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 9595 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38194 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 26381 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 7096 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312968.000000 Penalty: 75720.648438
Iteration 205Q: 35 clusters Score -7.631297e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95880 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 81261 members 
Mstep: Class 6 contains 25973 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 149173 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26936 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75847 members 
Mstep: Class 18 contains 34727 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3325 members 
Mstep: Class 25 contains 38196 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 26418 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 7111 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312928.000000 Penalty: 75720.648438
Iteration 206Q: 35 clusters Score -7.631293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95877 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 81261 members 
Mstep: Class 6 contains 25969 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 149155 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26938 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75840 members 
Mstep: Class 18 contains 34715 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 9604 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 38200 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3873 members 
Mstep: Class 30 contains 26452 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 7127 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312984.000000 Penalty: 75720.648438
Iteration 207Q: 35 clusters Score -7.631298e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95878 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 81264 members 
Mstep: Class 6 contains 25966 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 149137 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26939 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75830 members 
Mstep: Class 18 contains 34702 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 38201 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3858 members 
Mstep: Class 30 contains 26483 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 7143 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313040.000000 Penalty: 75720.648438
Iteration 208Q: 35 clusters Score -7.631304e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95875 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 81264 members 
Mstep: Class 6 contains 25963 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 149124 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26934 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75822 members 
Mstep: Class 18 contains 34697 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9622 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 38201 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 26514 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4966 members 
Mstep: Class 33 contains 7147 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313072.000000 Penalty: 75720.648438
Iteration 209Q: 35 clusters Score -7.631307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 81261 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 149110 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26927 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75815 members 
Mstep: Class 18 contains 34692 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9632 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3329 members 
Mstep: Class 25 contains 38204 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 26537 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4969 members 
Mstep: Class 33 contains 7150 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313048.000000 Penalty: 75720.648438
Iteration 210Q: 35 clusters Score -7.631305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 95879 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 81259 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 174984 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21391 members 
Mstep: Class 12 contains 149096 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26923 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75809 members 
Mstep: Class 18 contains 34688 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9641 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38206 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3840 members 
Mstep: Class 30 contains 26556 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 7154 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313032.000000 Penalty: 75720.648438
Iteration 211Q: 35 clusters Score -7.631303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 95882 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 81257 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 174984 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30627 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21391 members 
Mstep: Class 12 contains 149080 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75805 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38204 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3839 members 
Mstep: Class 30 contains 26580 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4977 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312992.000000 Penalty: 75720.648438
Iteration 212Q: 35 clusters Score -7.631299e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 95887 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 81256 members 
Mstep: Class 6 contains 25955 members 
Mstep: Class 7 contains 174984 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21390 members 
Mstep: Class 12 contains 149063 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75798 members 
Mstep: Class 18 contains 34674 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38206 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3839 members 
Mstep: Class 30 contains 26604 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 7163 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313104.000000 Penalty: 75720.648438
Iteration 213Q: 35 clusters Score -7.63131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 95890 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 81257 members 
Mstep: Class 6 contains 25954 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21390 members 
Mstep: Class 12 contains 149052 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 18 contains 34672 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38207 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 26619 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 7164 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313056.000000 Penalty: 75720.648438
Iteration 214Q: 35 clusters Score -7.631306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 95896 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 81254 members 
Mstep: Class 6 contains 25950 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21390 members 
Mstep: Class 12 contains 149041 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75792 members 
Mstep: Class 18 contains 34671 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38207 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3834 members 
Mstep: Class 30 contains 26637 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 7167 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313000.000000 Penalty: 75720.648438
Iteration 215Q: 35 clusters Score -7.6313e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 95903 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 81251 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21390 members 
Mstep: Class 12 contains 149023 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 18 contains 34667 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 3329 members 
Mstep: Class 25 contains 38211 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3831 members 
Mstep: Class 30 contains 26648 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 7175 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312960.000000 Penalty: 75720.648438
Iteration 216Q: 35 clusters Score -7.631296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 81249 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 12 contains 149010 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75792 members 
Mstep: Class 18 contains 34659 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 38213 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3827 members 
Mstep: Class 30 contains 26661 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 7185 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312960.000000 Penalty: 75720.648438
Iteration 217Q: 35 clusters Score -7.631296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 95914 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 81249 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21388 members 
Mstep: Class 12 contains 148991 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75792 members 
Mstep: Class 18 contains 34654 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38220 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3823 members 
Mstep: Class 30 contains 26671 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 7192 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313024.000000 Penalty: 75720.648438
Iteration 218Q: 35 clusters Score -7.631302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 95920 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 81250 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 12 contains 148977 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75791 members 
Mstep: Class 18 contains 34648 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9642 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38224 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3820 members 
Mstep: Class 30 contains 26679 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 7202 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312920.000000 Penalty: 75720.648438
Iteration 219Q: 35 clusters Score -7.631292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 95921 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 81248 members 
Mstep: Class 6 contains 25940 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30628 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 12 contains 148967 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75792 members 
Mstep: Class 18 contains 34639 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17915 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38228 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3813 members 
Mstep: Class 30 contains 26689 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 7214 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312912.000000 Penalty: 75720.648438
Iteration 220F: 35 clusters Score -7.631291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 95923 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 81247 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30629 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 12 contains 148958 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26918 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75791 members 
Mstep: Class 18 contains 34625 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9650 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38229 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3806 members 
Mstep: Class 30 contains 26699 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312968.000000 Penalty: 75720.648438
Iteration 221Q: 35 clusters Score -7.631297e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 95928 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 81246 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30629 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148950 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 18 contains 34614 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9655 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38230 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3799 members 
Mstep: Class 30 contains 26710 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 7249 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312984.000000 Penalty: 75720.648438
Iteration 222Q: 35 clusters Score -7.631298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 95931 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 81245 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30629 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148942 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75788 members 
Mstep: Class 18 contains 34605 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38230 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 26723 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 7260 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312928.000000 Penalty: 75720.648438
Iteration 223Q: 35 clusters Score -7.631293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 95934 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8041 members 
Mstep: Class 5 contains 81244 members 
Mstep: Class 6 contains 25932 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30629 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148938 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75788 members 
Mstep: Class 18 contains 34597 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17913 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38232 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 26731 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 5000 members 
Mstep: Class 33 contains 7270 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313024.000000 Penalty: 75720.648438
Iteration 224Q: 35 clusters Score -7.631302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 95937 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 81245 members 
Mstep: Class 6 contains 25930 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30630 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148934 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75785 members 
Mstep: Class 18 contains 34593 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38233 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 26743 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 5000 members 
Mstep: Class 33 contains 7273 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313064.000000 Penalty: 75720.648438
Iteration 225Q: 35 clusters Score -7.631306e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 95940 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 81242 members 
Mstep: Class 6 contains 25929 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30630 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21386 members 
Mstep: Class 12 contains 148925 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75782 members 
Mstep: Class 18 contains 34586 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38234 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3795 members 
Mstep: Class 30 contains 26761 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 7279 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313088.000000 Penalty: 75720.648438
Iteration 226Q: 35 clusters Score -7.631309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 95940 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 81239 members 
Mstep: Class 6 contains 25929 members 
Mstep: Class 7 contains 174984 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30630 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21386 members 
Mstep: Class 12 contains 148913 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75777 members 
Mstep: Class 18 contains 34579 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38238 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3789 members 
Mstep: Class 30 contains 26786 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7289 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313048.000000 Penalty: 75720.648438
Iteration 227Q: 35 clusters Score -7.631305e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 95940 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 81235 members 
Mstep: Class 6 contains 25930 members 
Mstep: Class 7 contains 174984 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 30631 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21386 members 
Mstep: Class 12 contains 148905 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75772 members 
Mstep: Class 18 contains 34569 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9659 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38237 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3784 members 
Mstep: Class 30 contains 26809 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313008.000000 Penalty: 75720.648438
Iteration 228Q: 35 clusters Score -7.631301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 95944 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 81232 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11699 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21385 members 
Mstep: Class 12 contains 148897 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75769 members 
Mstep: Class 18 contains 34558 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17913 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9660 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38235 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3781 members 
Mstep: Class 30 contains 26836 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7310 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312944.000000 Penalty: 75720.648438
Iteration 229Q: 35 clusters Score -7.631294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 95947 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 81229 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 174980 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21385 members 
Mstep: Class 12 contains 148889 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75768 members 
Mstep: Class 18 contains 34553 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17913 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9661 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38239 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3773 members 
Mstep: Class 30 contains 26856 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7318 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312992.000000 Penalty: 75720.648438
Iteration 230Q: 35 clusters Score -7.631299e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 95948 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 81231 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21386 members 
Mstep: Class 12 contains 148888 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75764 members 
Mstep: Class 18 contains 34552 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 9665 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38237 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3761 members 
Mstep: Class 30 contains 26870 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7325 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312960.000000 Penalty: 75720.648438
Iteration 231Q: 35 clusters Score -7.631296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 95948 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 81233 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21386 members 
Mstep: Class 12 contains 148883 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75756 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9667 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38234 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3754 members 
Mstep: Class 30 contains 26892 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7335 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312952.000000 Penalty: 75720.648438
Iteration 232Q: 35 clusters Score -7.631295e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 95949 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 81232 members 
Mstep: Class 6 contains 25922 members 
Mstep: Class 7 contains 174980 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148878 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26914 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75753 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38235 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 26902 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7342 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312976.000000 Penalty: 75720.648438
Iteration 233Q: 35 clusters Score -7.631298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 95947 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 81235 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 174980 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148873 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 26914 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75749 members 
Mstep: Class 18 contains 34542 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9672 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38239 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3739 members 
Mstep: Class 30 contains 26913 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7349 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76313032.000000 Penalty: 75720.648438
Iteration 234Q: 35 clusters Score -7.631303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 95949 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 81233 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 174980 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 30633 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148866 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75744 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9674 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38245 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3734 members 
Mstep: Class 30 contains 26924 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7353 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312976.000000 Penalty: 75720.648438
Iteration 235Q: 35 clusters Score -7.631298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 81232 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 174980 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148861 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75742 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38240 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3731 members 
Mstep: Class 30 contains 26937 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7355 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312984.000000 Penalty: 75720.648438
Iteration 236Q: 35 clusters Score -7.631298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 95951 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 81230 members 
Mstep: Class 6 contains 25915 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148859 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11978 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75738 members 
Mstep: Class 18 contains 34536 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38242 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3730 members 
Mstep: Class 30 contains 26945 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7356 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312968.000000 Penalty: 75720.648438
Iteration 237Q: 35 clusters Score -7.631297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 81230 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148853 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75732 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38244 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3730 members 
Mstep: Class 30 contains 26957 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7358 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312968.000000 Penalty: 75720.648438
Iteration 238Q: 35 clusters Score -7.631297e+07 nChanged 32
Entering ConstructFrom: 
Score: -76312968.000000 Penalty: 75720.648438
Entering ConstructFrom: 
Trying to split cluster 1 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -1011945.187500 Penalty: 1519.518677
	Iteration 0F: 2 clusters Score -1011945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1003770.562500 Penalty: 3039.037354
	Iteration 0F: 3 clusters Score -1003771 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1006494.375000 Penalty: 3039.037354
	Iteration 1F: 3 clusters Score -1006494 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1006710.562500 Penalty: 3039.037354
	Iteration 2F: 3 clusters Score -1006711 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1006858.437500 Penalty: 3039.037354
	Iteration 3Q: 3 clusters Score -1006858 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1006983.312500 Penalty: 3039.037354
	Iteration 4Q: 3 clusters Score -1006983 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1007083.250000 Penalty: 3039.037354
	Iteration 5Q: 3 clusters Score -1007083 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1007178.687500 Penalty: 3039.037354
	Iteration 6Q: 3 clusters Score -1007179 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1007301.437500 Penalty: 3039.037354
	Iteration 7Q: 3 clusters Score -1007301 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1007448.187500 Penalty: 3039.037354
	Iteration 8Q: 3 clusters Score -1007448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1007623.250000 Penalty: 3039.037354
	Iteration 9Q: 3 clusters Score -1007623 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1007840.937500 Penalty: 3039.037354
	Iteration 10Q: 3 clusters Score -1007841 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1008126.312500 Penalty: 3039.037354
	Iteration 11Q: 3 clusters Score -1008126 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1008484.125000 Penalty: 3039.037354
	Iteration 12Q: 3 clusters Score -1008484 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1008880.500000 Penalty: 3039.037354
	Iteration 13Q: 3 clusters Score -1008880 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1009258.312500 Penalty: 3039.037354
	Iteration 14Q: 3 clusters Score -1009258 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1009585.812500 Penalty: 3039.037354
	Iteration 15Q: 3 clusters Score -1009586 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1009876.625000 Penalty: 3039.037354
	Iteration 16Q: 3 clusters Score -1009877 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1010058.062500 Penalty: 3039.037354
	Iteration 17Q: 3 clusters Score -1010058 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1010223.562500 Penalty: 3039.037354
	Iteration 18Q: 3 clusters Score -1010224 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1010356.750000 Penalty: 3039.037354
	Iteration 19Q: 3 clusters Score -1010357 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1010436.375000 Penalty: 3039.037354
	Iteration 20F: 3 clusters Score -1010436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1010494.500000 Penalty: 3039.037354
	Iteration 21Q: 3 clusters Score -1010494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1010541.562500 Penalty: 3039.037354
	Iteration 22Q: 3 clusters Score -1010542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1010573.000000 Penalty: 3039.037354
	Iteration 23Q: 3 clusters Score -1010573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1010596.875000 Penalty: 3039.037354
	Iteration 24Q: 3 clusters Score -1010597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1010617.375000 Penalty: 3039.037354
	Iteration 25Q: 3 clusters Score -1010617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1010633.375000 Penalty: 3039.037354
	Iteration 26Q: 3 clusters Score -1010633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1010641.125000 Penalty: 3039.037354
	Iteration 27Q: 3 clusters Score -1010641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1010648.500000 Penalty: 3039.037354
	Iteration 28Q: 3 clusters Score -1010648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1010651.187500 Penalty: 3039.037354
	Iteration 29Q: 3 clusters Score -1010651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1010658.625000 Penalty: 3039.037354
	Iteration 30Q: 3 clusters Score -1010659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1010663.187500 Penalty: 3039.037354
	Iteration 31Q: 3 clusters Score -1010663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1010665.687500 Penalty: 3039.037354
	Iteration 32Q: 3 clusters Score -1010666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1010668.125000 Penalty: 3039.037354
	Iteration 33Q: 3 clusters Score -1010668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1010670.250000 Penalty: 3039.037354
	Iteration 34Q: 3 clusters Score -1010670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1010675.625000 Penalty: 3039.037354
	Iteration 35Q: 3 clusters Score -1010676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1010679.250000 Penalty: 3039.037354
	Iteration 36Q: 3 clusters Score -1010679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1010681.500000 Penalty: 3039.037354
	Iteration 37Q: 3 clusters Score -1010682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1010685.312500 Penalty: 3039.037354
	Iteration 38Q: 3 clusters Score -1010685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1010684.750000 Penalty: 3039.037354
	Iteration 39Q: 3 clusters Score -1010685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1010684.125000 Penalty: 3039.037354
	Iteration 40F: 3 clusters Score -1010684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Entering Unmasked Estep 
Score: -8609535.000000 Penalty: 1864.132202
	Iteration 0F: 2 clusters Score -8609535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8545274.000000 Penalty: 3728.264404
	Iteration 0F: 3 clusters Score -8545274 nChanged 45931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -8572559.000000 Penalty: 3728.264404
	Iteration 1F: 3 clusters Score -8572559 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -8573616.000000 Penalty: 3728.264404
	Iteration 2Q: 3 clusters Score -8573616 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -8574784.000000 Penalty: 3728.264404
	Iteration 3Q: 3 clusters Score -8574784 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -8576217.000000 Penalty: 3728.264404
	Iteration 4Q: 3 clusters Score -8576217 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -8577976.000000 Penalty: 3728.264404
	Iteration 5Q: 3 clusters Score -8577976 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -8580517.000000 Penalty: 3728.264404
	Iteration 6Q: 3 clusters Score -8580517 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -8584223.000000 Penalty: 3728.264404
	Iteration 7F: 3 clusters Score -8584223 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -8588693.000000 Penalty: 3728.264404
	Iteration 8F: 3 clusters Score -8588693 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -8591820.000000 Penalty: 3728.264404
	Iteration 9F: 3 clusters Score -8591820 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -8593218.000000 Penalty: 3728.264404
	Iteration 10Q: 3 clusters Score -8593218 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -8593827.000000 Penalty: 3728.264404
	Iteration 11Q: 3 clusters Score -8593827 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8594279.000000 Penalty: 3728.264404
	Iteration 12Q: 3 clusters Score -8594279 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -8594684.000000 Penalty: 3728.264404
	Iteration 13Q: 3 clusters Score -8594684 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8595136.000000 Penalty: 3728.264404
	Iteration 14Q: 3 clusters Score -8595136 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -8595654.000000 Penalty: 3728.264404
	Iteration 15Q: 3 clusters Score -8595654 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -8596214.000000 Penalty: 3728.264404
	Iteration 16Q: 3 clusters Score -8596214 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -8596830.000000 Penalty: 3728.264404
	Iteration 17Q: 3 clusters Score -8596830 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -8597481.000000 Penalty: 3728.264404
	Iteration 18Q: 3 clusters Score -8597481 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -8598086.000000 Penalty: 3728.264404
	Iteration 19Q: 3 clusters Score -8598086 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -8598786.000000 Penalty: 3728.264404
	Iteration 20F: 3 clusters Score -8598786 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -8599646.000000 Penalty: 3728.264404
	Iteration 21Q: 3 clusters Score -8599646 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -8600474.000000 Penalty: 3728.264404
	Iteration 22Q: 3 clusters Score -8600474 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -8601206.000000 Penalty: 3728.264404
	Iteration 23Q: 3 clusters Score -8601206 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -8601908.000000 Penalty: 3728.264404
	Iteration 24Q: 3 clusters Score -8601908 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -8602474.000000 Penalty: 3728.264404
	Iteration 25Q: 3 clusters Score -8602474 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -8602955.000000 Penalty: 3728.264404
	Iteration 26Q: 3 clusters Score -8602955 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -8603326.000000 Penalty: 3728.264404
	Iteration 27Q: 3 clusters Score -8603326 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -8603608.000000 Penalty: 3728.264404
	Iteration 28Q: 3 clusters Score -8603608 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -8603867.000000 Penalty: 3728.264404
	Iteration 29Q: 3 clusters Score -8603867 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -8604044.000000 Penalty: 3728.264404
	Iteration 30Q: 3 clusters Score -8604044 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -8604226.000000 Penalty: 3728.264404
	Iteration 31Q: 3 clusters Score -8604226 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -8604401.000000 Penalty: 3728.264404
	Iteration 32Q: 3 clusters Score -8604401 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -8604581.000000 Penalty: 3728.264404
	Iteration 33Q: 3 clusters Score -8604581 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -8604746.000000 Penalty: 3728.264404
	Iteration 34Q: 3 clusters Score -8604746 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -8604908.000000 Penalty: 3728.264404
	Iteration 35Q: 3 clusters Score -8604908 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -8605026.000000 Penalty: 3728.264404
	Iteration 36Q: 3 clusters Score -8605026 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -8605213.000000 Penalty: 3728.264404
	Iteration 37Q: 3 clusters Score -8605213 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -8605330.000000 Penalty: 3728.264404
	Iteration 38Q: 3 clusters Score -8605330 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -8605506.000000 Penalty: 3728.264404
	Iteration 39Q: 3 clusters Score -8605506 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -8605659.000000 Penalty: 3728.264404
	Iteration 40F: 3 clusters Score -8605659 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -8605842.000000 Penalty: 3728.264404
	Iteration 41Q: 3 clusters Score -8605842 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -8606002.000000 Penalty: 3728.264404
	Iteration 42Q: 3 clusters Score -8606002 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -8606114.000000 Penalty: 3728.264404
	Iteration 43Q: 3 clusters Score -8606114 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -8606262.000000 Penalty: 3728.264404
	Iteration 44Q: 3 clusters Score -8606262 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -8606361.000000 Penalty: 3728.264404
	Iteration 45Q: 3 clusters Score -8606361 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -8606509.000000 Penalty: 3728.264404
	Iteration 46Q: 3 clusters Score -8606509 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -8606631.000000 Penalty: 3728.264404
	Iteration 47Q: 3 clusters Score -8606631 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -8606731.000000 Penalty: 3728.264404
	Iteration 48Q: 3 clusters Score -8606731 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -8606863.000000 Penalty: 3728.264404
	Iteration 49Q: 3 clusters Score -8606863 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -8606978.000000 Penalty: 3728.264404
	Iteration 50Q: 3 clusters Score -8606978 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -8607095.000000 Penalty: 3728.264404
	Iteration 51Q: 3 clusters Score -8607095 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -8607166.000000 Penalty: 3728.264404
	Iteration 52Q: 3 clusters Score -8607166 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -8607240.000000 Penalty: 3728.264404
	Iteration 53Q: 3 clusters Score -8607240 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -8607339.000000 Penalty: 3728.264404
	Iteration 54Q: 3 clusters Score -8607339 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -8607394.000000 Penalty: 3728.264404
	Iteration 55Q: 3 clusters Score -8607394 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -8607419.000000 Penalty: 3728.264404
	Iteration 56Q: 3 clusters Score -8607419 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -8607497.000000 Penalty: 3728.264404
	Iteration 57Q: 3 clusters Score -8607497 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -8607531.000000 Penalty: 3728.264404
	Iteration 58Q: 3 clusters Score -8607531 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -8607589.000000 Penalty: 3728.264404
	Iteration 59Q: 3 clusters Score -8607589 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -8607650.000000 Penalty: 3728.264404
	Iteration 60F: 3 clusters Score -8607650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -8607666.000000 Penalty: 3728.264404
	Iteration 61Q: 3 clusters Score -8607666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -8607705.000000 Penalty: 3728.264404
	Iteration 62Q: 3 clusters Score -8607705 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -8607755.000000 Penalty: 3728.264404
	Iteration 63Q: 3 clusters Score -8607755 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -8607830.000000 Penalty: 3728.264404
	Iteration 64Q: 3 clusters Score -8607830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -8607852.000000 Penalty: 3728.264404
	Iteration 65Q: 3 clusters Score -8607852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -8607880.000000 Penalty: 3728.264404
	Iteration 66Q: 3 clusters Score -8607880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -8607910.000000 Penalty: 3728.264404
	Iteration 67Q: 3 clusters Score -8607910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -8607945.000000 Penalty: 3728.264404
	Iteration 68Q: 3 clusters Score -8607945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -8607997.000000 Penalty: 3728.264404
	Iteration 69Q: 3 clusters Score -8607997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -8608004.000000 Penalty: 3728.264404
	Iteration 70Q: 3 clusters Score -8608004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -8608011.000000 Penalty: 3728.264404
	Iteration 71Q: 3 clusters Score -8608011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -8608012.000000 Penalty: 3728.264404
	Iteration 72Q: 3 clusters Score -8608012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -8608007.000000 Penalty: 3728.264404
	Iteration 73Q: 3 clusters Score -8608007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -8608011.000000 Penalty: 3728.264404
	Iteration 74Q: 3 clusters Score -8608011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -8608022.000000 Penalty: 3728.264404
	Iteration 75Q: 3 clusters Score -8608022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -8608040.000000 Penalty: 3728.264404
	Iteration 76Q: 3 clusters Score -8608040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -8608047.000000 Penalty: 3728.264404
	Iteration 77Q: 3 clusters Score -8608047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -8608048.000000 Penalty: 3728.264404
	Iteration 78Q: 3 clusters Score -8608048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -8608064.000000 Penalty: 3728.264404
	Iteration 79Q: 3 clusters Score -8608064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -8608069.000000 Penalty: 3728.264404
	Iteration 80F: 3 clusters Score -8608069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -8608091.000000 Penalty: 3728.264404
	Iteration 81Q: 3 clusters Score -8608091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -8608095.000000 Penalty: 3728.264404
	Iteration 82Q: 3 clusters Score -8608095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -8608097.000000 Penalty: 3728.264404
	Iteration 83Q: 3 clusters Score -8608097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 94321 members 
Entering Unmasked Estep 
Score: -8608108.000000 Penalty: 3728.264404
	Iteration 84Q: 3 clusters Score -8608108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -8608110.000000 Penalty: 3728.264404
	Iteration 85Q: 3 clusters Score -8608110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -8608095.000000 Penalty: 3728.264404
	Iteration 86Q: 3 clusters Score -8608095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -8608092.000000 Penalty: 3728.264404
	Iteration 87Q: 3 clusters Score -8608092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -8608094.000000 Penalty: 3728.264404
	Iteration 88Q: 3 clusters Score -8608094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -8608103.000000 Penalty: 3728.264404
	Iteration 89Q: 3 clusters Score -8608103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
Score: -8608106.000000 Penalty: 3728.264404
	Iteration 90Q: 3 clusters Score -8608106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -8608118.000000 Penalty: 3728.264404
	Iteration 91Q: 3 clusters Score -8608118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -8608124.000000 Penalty: 3728.264404
	Iteration 92Q: 3 clusters Score -8608124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -8608116.000000 Penalty: 3728.264404
	Iteration 93Q: 3 clusters Score -8608116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -8608118.000000 Penalty: 3728.264404
	Iteration 94Q: 3 clusters Score -8608118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -8608117.000000 Penalty: 3728.264404
	Iteration 95Q: 3 clusters Score -8608117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -8608122.000000 Penalty: 3728.264404
	Iteration 96Q: 3 clusters Score -8608122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -8608118.000000 Penalty: 3728.264404
	Iteration 97Q: 3 clusters Score -8608118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -8608125.000000 Penalty: 3728.264404
	Iteration 98Q: 3 clusters Score -8608125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -8608128.000000 Penalty: 3728.264404
	Iteration 99Q: 3 clusters Score -8608128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -8608131.000000 Penalty: 3728.264404
	Iteration 100F: 3 clusters Score -8608131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -8608117.000000 Penalty: 3728.264404
	Iteration 101Q: 3 clusters Score -8608117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -8608129.000000 Penalty: 3728.264404
	Iteration 102Q: 3 clusters Score -8608129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -8608133.000000 Penalty: 3728.264404
	Iteration 103Q: 3 clusters Score -8608133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -8608136.000000 Penalty: 3728.264404
	Iteration 104Q: 3 clusters Score -8608136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -8608137.000000 Penalty: 3728.264404
	Iteration 105Q: 3 clusters Score -8608137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -8608141.000000 Penalty: 3728.264404
	Iteration 106Q: 3 clusters Score -8608141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -8608141.000000 Penalty: 3728.264404
	Iteration 107F: 3 clusters Score -8608141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -154108.875000 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -154108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152137.015625 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -152137 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152595.671875 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -152595.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152857.265625 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -152857.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153061.093750 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -153061.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153187.515625 Penalty: 2445.307129
	Iteration 4F: 3 clusters Score -153187.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -153285.203125 Penalty: 2445.307129
	Iteration 5F: 3 clusters Score -153285.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153354.140625 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -153354.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153384.000000 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -153384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -153399.812500 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -153399.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -153413.296875 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -153413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -153424.296875 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -153424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -153430.859375 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -153430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -153435.078125 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -153435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -153438.343750 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -153438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -153439.500000 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -153439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -153441.046875 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -153441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -153442.000000 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -153442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -153442.375000 Penalty: 2445.307129
	Iteration 17Q: 3 clusters Score -153442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -153442.484375 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -153442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -153442.484375 Penalty: 2445.307129
	Iteration 19F: 3 clusters Score -153442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -699403.687500 Penalty: 1460.338135
	Iteration 0F: 2 clusters Score -699403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -693529.562500 Penalty: 2920.676270
	Iteration 0F: 3 clusters Score -693529.6 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -695396.812500 Penalty: 2920.676270
	Iteration 1F: 3 clusters Score -695396.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -695663.562500 Penalty: 2920.676270
	Iteration 2F: 3 clusters Score -695663.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -695900.187500 Penalty: 2920.676270
	Iteration 3F: 3 clusters Score -695900.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -696131.062500 Penalty: 2920.676270
	Iteration 4F: 3 clusters Score -696131.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -696334.875000 Penalty: 2920.676270
	Iteration 5F: 3 clusters Score -696334.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -696531.437500 Penalty: 2920.676270
	Iteration 6Q: 3 clusters Score -696531.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -696730.312500 Penalty: 2920.676270
	Iteration 7Q: 3 clusters Score -696730.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -696930.062500 Penalty: 2920.676270
	Iteration 8Q: 3 clusters Score -696930.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -697120.562500 Penalty: 2920.676270
	Iteration 9Q: 3 clusters Score -697120.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -697288.750000 Penalty: 2920.676270
	Iteration 10Q: 3 clusters Score -697288.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -697451.375000 Penalty: 2920.676270
	Iteration 11Q: 3 clusters Score -697451.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -697589.125000 Penalty: 2920.676270
	Iteration 12Q: 3 clusters Score -697589.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -697708.687500 Penalty: 2920.676270
	Iteration 13Q: 3 clusters Score -697708.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -697802.312500 Penalty: 2920.676270
	Iteration 14Q: 3 clusters Score -697802.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -697867.187500 Penalty: 2920.676270
	Iteration 15Q: 3 clusters Score -697867.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -697918.437500 Penalty: 2920.676270
	Iteration 16Q: 3 clusters Score -697918.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -697958.625000 Penalty: 2920.676270
	Iteration 17Q: 3 clusters Score -697958.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -697991.437500 Penalty: 2920.676270
	Iteration 18Q: 3 clusters Score -697991.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -698022.437500 Penalty: 2920.676270
	Iteration 19Q: 3 clusters Score -698022.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -698050.062500 Penalty: 2920.676270
	Iteration 20F: 3 clusters Score -698050.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -698090.125000 Penalty: 2920.676270
	Iteration 21Q: 3 clusters Score -698090.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -698131.750000 Penalty: 2920.676270
	Iteration 22Q: 3 clusters Score -698131.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -698172.125000 Penalty: 2920.676270
	Iteration 23Q: 3 clusters Score -698172.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -698209.937500 Penalty: 2920.676270
	Iteration 24Q: 3 clusters Score -698209.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -698255.562500 Penalty: 2920.676270
	Iteration 25Q: 3 clusters Score -698255.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -698298.375000 Penalty: 2920.676270
	Iteration 26Q: 3 clusters Score -698298.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -698345.687500 Penalty: 2920.676270
	Iteration 27Q: 3 clusters Score -698345.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -698378.562500 Penalty: 2920.676270
	Iteration 28Q: 3 clusters Score -698378.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -698396.000000 Penalty: 2920.676270
	Iteration 29Q: 3 clusters Score -698396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -698408.687500 Penalty: 2920.676270
	Iteration 30Q: 3 clusters Score -698408.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -698414.062500 Penalty: 2920.676270
	Iteration 31Q: 3 clusters Score -698414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -698418.437500 Penalty: 2920.676270
	Iteration 32Q: 3 clusters Score -698418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -698421.437500 Penalty: 2920.676270
	Iteration 33Q: 3 clusters Score -698421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -698423.625000 Penalty: 2920.676270
	Iteration 34Q: 3 clusters Score -698423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -698423.937500 Penalty: 2920.676270
	Iteration 35Q: 3 clusters Score -698423.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -698427.500000 Penalty: 2920.676270
	Iteration 36Q: 3 clusters Score -698427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -698427.375000 Penalty: 2920.676270
	Iteration 37Q: 3 clusters Score -698427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -698432.750000 Penalty: 2920.676270
	Iteration 38Q: 3 clusters Score -698432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -698435.187500 Penalty: 2920.676270
	Iteration 39Q: 3 clusters Score -698435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -698439.562500 Penalty: 2920.676270
	Iteration 40F: 3 clusters Score -698439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -698442.562500 Penalty: 2920.676270
	Iteration 41Q: 3 clusters Score -698442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -698447.062500 Penalty: 2920.676270
	Iteration 42Q: 3 clusters Score -698447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -698452.750000 Penalty: 2920.676270
	Iteration 43Q: 3 clusters Score -698452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -698459.125000 Penalty: 2920.676270
	Iteration 44Q: 3 clusters Score -698459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -698466.187500 Penalty: 2920.676270
	Iteration 45Q: 3 clusters Score -698466.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -698473.875000 Penalty: 2920.676270
	Iteration 46Q: 3 clusters Score -698473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -698484.312500 Penalty: 2920.676270
	Iteration 47Q: 3 clusters Score -698484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -698491.562500 Penalty: 2920.676270
	Iteration 48Q: 3 clusters Score -698491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -698496.812500 Penalty: 2920.676270
	Iteration 49Q: 3 clusters Score -698496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -698503.062500 Penalty: 2920.676270
	Iteration 50Q: 3 clusters Score -698503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -698507.125000 Penalty: 2920.676270
	Iteration 51Q: 3 clusters Score -698507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -698510.250000 Penalty: 2920.676270
	Iteration 52Q: 3 clusters Score -698510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -698512.750000 Penalty: 2920.676270
	Iteration 53Q: 3 clusters Score -698512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -698516.687500 Penalty: 2920.676270
	Iteration 54Q: 3 clusters Score -698516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -698517.937500 Penalty: 2920.676270
	Iteration 55Q: 3 clusters Score -698517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -698525.312500 Penalty: 2920.676270
	Iteration 56Q: 3 clusters Score -698525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -698533.250000 Penalty: 2920.676270
	Iteration 57Q: 3 clusters Score -698533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -698535.000000 Penalty: 2920.676270
	Iteration 58Q: 3 clusters Score -698535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -698539.687500 Penalty: 2920.676270
	Iteration 59Q: 3 clusters Score -698539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -698542.000000 Penalty: 2920.676270
	Iteration 60F: 3 clusters Score -698542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -698544.062500 Penalty: 2920.676270
	Iteration 61Q: 3 clusters Score -698544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -698543.812500 Penalty: 2920.676270
	Iteration 62Q: 3 clusters Score -698543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -698542.437500 Penalty: 2920.676270
	Iteration 63Q: 3 clusters Score -698542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -698542.437500 Penalty: 2920.676270
	Iteration 64F: 3 clusters Score -698542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Entering Unmasked Estep 
Score: -7132167.000000 Penalty: 1837.074951
	Iteration 0F: 2 clusters Score -7132167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -7077883.500000 Penalty: 3674.149902
	Iteration 0F: 3 clusters Score -7077884 nChanged 38522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -7100354.500000 Penalty: 3674.149902
	Iteration 1F: 3 clusters Score -7100354 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -7101519.000000 Penalty: 3674.149902
	Iteration 2Q: 3 clusters Score -7101519 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -7102994.000000 Penalty: 3674.149902
	Iteration 3Q: 3 clusters Score -7102994 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -7105015.500000 Penalty: 3674.149902
	Iteration 4F: 3 clusters Score -7105016 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -7107287.500000 Penalty: 3674.149902
	Iteration 5F: 3 clusters Score -7107288 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7109664.500000 Penalty: 3674.149902
	Iteration 6F: 3 clusters Score -7109664 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -7112149.000000 Penalty: 3674.149902
	Iteration 7F: 3 clusters Score -7112149 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -7114667.000000 Penalty: 3674.149902
	Iteration 8F: 3 clusters Score -7114667 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7117434.000000 Penalty: 3674.149902
	Iteration 9Q: 3 clusters Score -7117434 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -7120210.000000 Penalty: 3674.149902
	Iteration 10Q: 3 clusters Score -7120210 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -7122852.500000 Penalty: 3674.149902
	Iteration 11Q: 3 clusters Score -7122852 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -7125105.000000 Penalty: 3674.149902
	Iteration 12Q: 3 clusters Score -7125105 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -7126697.500000 Penalty: 3674.149902
	Iteration 13Q: 3 clusters Score -7126698 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -7127652.000000 Penalty: 3674.149902
	Iteration 14Q: 3 clusters Score -7127652 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -7128303.000000 Penalty: 3674.149902
	Iteration 15Q: 3 clusters Score -7128303 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -7128822.000000 Penalty: 3674.149902
	Iteration 16Q: 3 clusters Score -7128822 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -7129305.000000 Penalty: 3674.149902
	Iteration 17Q: 3 clusters Score -7129305 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -7129622.500000 Penalty: 3674.149902
	Iteration 18Q: 3 clusters Score -7129622 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -7129833.500000 Penalty: 3674.149902
	Iteration 19Q: 3 clusters Score -7129834 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -7130021.000000 Penalty: 3674.149902
	Iteration 20F: 3 clusters Score -7130021 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -7130177.000000 Penalty: 3674.149902
	Iteration 21Q: 3 clusters Score -7130177 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -7130273.500000 Penalty: 3674.149902
	Iteration 22Q: 3 clusters Score -7130274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -7130327.500000 Penalty: 3674.149902
	Iteration 23Q: 3 clusters Score -7130328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -7130389.500000 Penalty: 3674.149902
	Iteration 24Q: 3 clusters Score -7130390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -7130441.500000 Penalty: 3674.149902
	Iteration 25Q: 3 clusters Score -7130442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -7130477.500000 Penalty: 3674.149902
	Iteration 26Q: 3 clusters Score -7130478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -7130500.000000 Penalty: 3674.149902
	Iteration 27Q: 3 clusters Score -7130500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -7130500.000000 Penalty: 3674.149902
	Iteration 28Q: 3 clusters Score -7130500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -7130523.000000 Penalty: 3674.149902
	Iteration 29Q: 3 clusters Score -7130523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -7130543.000000 Penalty: 3674.149902
	Iteration 30Q: 3 clusters Score -7130543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -7130557.500000 Penalty: 3674.149902
	Iteration 31Q: 3 clusters Score -7130558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -7130569.000000 Penalty: 3674.149902
	Iteration 32Q: 3 clusters Score -7130569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -7130578.500000 Penalty: 3674.149902
	Iteration 33Q: 3 clusters Score -7130578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -7130589.000000 Penalty: 3674.149902
	Iteration 34Q: 3 clusters Score -7130589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -7130602.000000 Penalty: 3674.149902
	Iteration 35Q: 3 clusters Score -7130602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -7130610.500000 Penalty: 3674.149902
	Iteration 36Q: 3 clusters Score -7130610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -7130612.500000 Penalty: 3674.149902
	Iteration 37Q: 3 clusters Score -7130612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -7130617.000000 Penalty: 3674.149902
	Iteration 38Q: 3 clusters Score -7130617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -7130612.500000 Penalty: 3674.149902
	Iteration 39Q: 3 clusters Score -7130612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -7130624.000000 Penalty: 3674.149902
	Iteration 40F: 3 clusters Score -7130624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -7130623.500000 Penalty: 3674.149902
	Iteration 41Q: 3 clusters Score -7130624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -7130616.000000 Penalty: 3674.149902
	Iteration 42Q: 3 clusters Score -7130616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -7130629.500000 Penalty: 3674.149902
	Iteration 43Q: 3 clusters Score -7130630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -7130633.000000 Penalty: 3674.149902
	Iteration 44Q: 3 clusters Score -7130633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -7130647.500000 Penalty: 3674.149902
	Iteration 45Q: 3 clusters Score -7130648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -7130662.000000 Penalty: 3674.149902
	Iteration 46Q: 3 clusters Score -7130662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -7130661.500000 Penalty: 3674.149902
	Iteration 47Q: 3 clusters Score -7130662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -7130669.500000 Penalty: 3674.149902
	Iteration 48Q: 3 clusters Score -7130670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -7130673.000000 Penalty: 3674.149902
	Iteration 49Q: 3 clusters Score -7130673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -7130673.500000 Penalty: 3674.149902
	Iteration 50Q: 3 clusters Score -7130674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -7130673.000000 Penalty: 3674.149902
	Iteration 51Q: 3 clusters Score -7130673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -7130679.000000 Penalty: 3674.149902
	Iteration 52Q: 3 clusters Score -7130679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -7130685.500000 Penalty: 3674.149902
	Iteration 53Q: 3 clusters Score -7130686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -7130687.500000 Penalty: 3674.149902
	Iteration 54Q: 3 clusters Score -7130688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -7130692.500000 Penalty: 3674.149902
	Iteration 55Q: 3 clusters Score -7130692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -7130705.500000 Penalty: 3674.149902
	Iteration 56Q: 3 clusters Score -7130706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -7130703.500000 Penalty: 3674.149902
	Iteration 57Q: 3 clusters Score -7130704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -7130703.500000 Penalty: 3674.149902
	Iteration 58F: 3 clusters Score -7130704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Entering Unmasked Estep 
Score: -2030427.375000 Penalty: 1651.374878
	Iteration 0F: 2 clusters Score -2030427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2012996.250000 Penalty: 3302.749756
	Iteration 0F: 3 clusters Score -2012996 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2019597.750000 Penalty: 3302.749756
	Iteration 1F: 3 clusters Score -2019598 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2020163.125000 Penalty: 3302.749756
	Iteration 2F: 3 clusters Score -2020163 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2020736.875000 Penalty: 3302.749756
	Iteration 3F: 3 clusters Score -2020737 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2021248.875000 Penalty: 3302.749756
	Iteration 4Q: 3 clusters Score -2021249 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2021759.250000 Penalty: 3302.749756
	Iteration 5Q: 3 clusters Score -2021759 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2022257.875000 Penalty: 3302.749756
	Iteration 6Q: 3 clusters Score -2022258 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2022783.000000 Penalty: 3302.749756
	Iteration 7Q: 3 clusters Score -2022783 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2023320.750000 Penalty: 3302.749756
	Iteration 8Q: 3 clusters Score -2023321 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2023886.250000 Penalty: 3302.749756
	Iteration 9Q: 3 clusters Score -2023886 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2024427.625000 Penalty: 3302.749756
	Iteration 10Q: 3 clusters Score -2024428 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2024907.000000 Penalty: 3302.749756
	Iteration 11Q: 3 clusters Score -2024907 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2025229.125000 Penalty: 3302.749756
	Iteration 12Q: 3 clusters Score -2025229 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2025442.500000 Penalty: 3302.749756
	Iteration 13Q: 3 clusters Score -2025442 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2025582.500000 Penalty: 3302.749756
	Iteration 14Q: 3 clusters Score -2025582 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2025680.375000 Penalty: 3302.749756
	Iteration 15Q: 3 clusters Score -2025680 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2025760.375000 Penalty: 3302.749756
	Iteration 16Q: 3 clusters Score -2025760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2025835.000000 Penalty: 3302.749756
	Iteration 17Q: 3 clusters Score -2025835 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2025919.250000 Penalty: 3302.749756
	Iteration 18Q: 3 clusters Score -2025919 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2025985.625000 Penalty: 3302.749756
	Iteration 19Q: 3 clusters Score -2025986 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2026073.125000 Penalty: 3302.749756
	Iteration 20F: 3 clusters Score -2026073 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2026169.500000 Penalty: 3302.749756
	Iteration 21Q: 3 clusters Score -2026170 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2026268.375000 Penalty: 3302.749756
	Iteration 22Q: 3 clusters Score -2026268 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2026364.625000 Penalty: 3302.749756
	Iteration 23Q: 3 clusters Score -2026365 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2026460.125000 Penalty: 3302.749756
	Iteration 24Q: 3 clusters Score -2026460 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2026582.125000 Penalty: 3302.749756
	Iteration 25Q: 3 clusters Score -2026582 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2026719.125000 Penalty: 3302.749756
	Iteration 26Q: 3 clusters Score -2026719 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2026872.125000 Penalty: 3302.749756
	Iteration 27Q: 3 clusters Score -2026872 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2027080.000000 Penalty: 3302.749756
	Iteration 28Q: 3 clusters Score -2027080 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2027279.250000 Penalty: 3302.749756
	Iteration 29Q: 3 clusters Score -2027279 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2027476.875000 Penalty: 3302.749756
	Iteration 30Q: 3 clusters Score -2027477 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2027652.500000 Penalty: 3302.749756
	Iteration 31Q: 3 clusters Score -2027652 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2027796.750000 Penalty: 3302.749756
	Iteration 32Q: 3 clusters Score -2027797 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2027963.875000 Penalty: 3302.749756
	Iteration 33Q: 3 clusters Score -2027964 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2028113.500000 Penalty: 3302.749756
	Iteration 34Q: 3 clusters Score -2028114 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2028243.500000 Penalty: 3302.749756
	Iteration 35Q: 3 clusters Score -2028244 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2028359.875000 Penalty: 3302.749756
	Iteration 36Q: 3 clusters Score -2028360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2028444.625000 Penalty: 3302.749756
	Iteration 37Q: 3 clusters Score -2028445 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2028533.500000 Penalty: 3302.749756
	Iteration 38Q: 3 clusters Score -2028534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2028619.875000 Penalty: 3302.749756
	Iteration 39Q: 3 clusters Score -2028620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2028697.250000 Penalty: 3302.749756
	Iteration 40F: 3 clusters Score -2028697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2028778.500000 Penalty: 3302.749756
	Iteration 41Q: 3 clusters Score -2028778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2028847.625000 Penalty: 3302.749756
	Iteration 42Q: 3 clusters Score -2028848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2028899.375000 Penalty: 3302.749756
	Iteration 43Q: 3 clusters Score -2028899 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2028949.625000 Penalty: 3302.749756
	Iteration 44Q: 3 clusters Score -2028950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2028982.625000 Penalty: 3302.749756
	Iteration 45Q: 3 clusters Score -2028983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2029006.750000 Penalty: 3302.749756
	Iteration 46Q: 3 clusters Score -2029007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2029027.250000 Penalty: 3302.749756
	Iteration 47Q: 3 clusters Score -2029027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2029053.625000 Penalty: 3302.749756
	Iteration 48Q: 3 clusters Score -2029054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2029071.750000 Penalty: 3302.749756
	Iteration 49Q: 3 clusters Score -2029072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2029090.625000 Penalty: 3302.749756
	Iteration 50Q: 3 clusters Score -2029091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2029094.875000 Penalty: 3302.749756
	Iteration 51Q: 3 clusters Score -2029095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2029101.875000 Penalty: 3302.749756
	Iteration 52Q: 3 clusters Score -2029102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2029109.250000 Penalty: 3302.749756
	Iteration 53Q: 3 clusters Score -2029109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2029112.375000 Penalty: 3302.749756
	Iteration 54Q: 3 clusters Score -2029112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2029112.500000 Penalty: 3302.749756
	Iteration 55Q: 3 clusters Score -2029112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2029114.375000 Penalty: 3302.749756
	Iteration 56Q: 3 clusters Score -2029114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2029116.125000 Penalty: 3302.749756
	Iteration 57Q: 3 clusters Score -2029116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2029117.250000 Penalty: 3302.749756
	Iteration 58Q: 3 clusters Score -2029117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2029123.250000 Penalty: 3302.749756
	Iteration 59Q: 3 clusters Score -2029123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2029122.625000 Penalty: 3302.749756
	Iteration 60F: 3 clusters Score -2029123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2029123.375000 Penalty: 3302.749756
	Iteration 61Q: 3 clusters Score -2029123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2029125.875000 Penalty: 3302.749756
	Iteration 62Q: 3 clusters Score -2029126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2029125.875000 Penalty: 3302.749756
	Iteration 63F: 3 clusters Score -2029126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174982 members 
Entering Unmasked Estep 
Score: -15921741.000000 Penalty: 1961.771240
	Iteration 0F: 2 clusters Score -1.592174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -15804384.000000 Penalty: 3923.542480
	Iteration 0F: 3 clusters Score -1.580438e+07 nChanged 84422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -15853429.000000 Penalty: 3923.542480
	Iteration 1F: 3 clusters Score -1.585343e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -15854025.000000 Penalty: 3923.542480
	Iteration 2Q: 3 clusters Score -1.585402e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -15854795.000000 Penalty: 3923.542480
	Iteration 3Q: 3 clusters Score -1.58548e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -15856026.000000 Penalty: 3923.542480
	Iteration 4Q: 3 clusters Score -1.585603e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -15858314.000000 Penalty: 3923.542480
	Iteration 5Q: 3 clusters Score -1.585831e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -15862700.000000 Penalty: 3923.542480
	Iteration 6F: 3 clusters Score -1.58627e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -15871288.000000 Penalty: 3923.542480
	Iteration 7F: 3 clusters Score -1.587129e+07 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 139373 members 
Entering Unmasked Estep 
Score: -15885158.000000 Penalty: 3923.542480
	Iteration 8F: 3 clusters Score -1.588516e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -15901134.000000 Penalty: 3923.542480
	Iteration 9F: 3 clusters Score -1.590113e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -15912514.000000 Penalty: 3923.542480
	Iteration 10F: 3 clusters Score -1.591251e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 171935 members 
Entering Unmasked Estep 
Score: -15917574.000000 Penalty: 3923.542480
	Iteration 11Q: 3 clusters Score -1.591757e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 173780 members 
Entering Unmasked Estep 
Score: -15919125.000000 Penalty: 3923.542480
	Iteration 12Q: 3 clusters Score -1.591912e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -15919654.000000 Penalty: 3923.542480
	Iteration 13Q: 3 clusters Score -1.591965e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -15919829.000000 Penalty: 3923.542480
	Iteration 14Q: 3 clusters Score -1.591983e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174611 members 
Entering Unmasked Estep 
Score: -15919914.000000 Penalty: 3923.542480
	Iteration 15Q: 3 clusters Score -1.591991e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -15919997.000000 Penalty: 3923.542480
	Iteration 16Q: 3 clusters Score -1.592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -15920068.000000 Penalty: 3923.542480
	Iteration 17Q: 3 clusters Score -1.592007e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -15920115.000000 Penalty: 3923.542480
	Iteration 18Q: 3 clusters Score -1.592012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -15920160.000000 Penalty: 3923.542480
	Iteration 19Q: 3 clusters Score -1.592016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -15920179.000000 Penalty: 3923.542480
	Iteration 20F: 3 clusters Score -1.592018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -15920182.000000 Penalty: 3923.542480
	Iteration 21Q: 3 clusters Score -1.592018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -15920182.000000 Penalty: 3923.542480
	Iteration 22Q: 3 clusters Score -1.592018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -15920192.000000 Penalty: 3923.542480
	Iteration 23Q: 3 clusters Score -1.592019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -15920191.000000 Penalty: 3923.542480
	Iteration 24Q: 3 clusters Score -1.592019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174640 members 
Entering Unmasked Estep 
Score: -15920189.000000 Penalty: 3923.542480
	Iteration 25Q: 3 clusters Score -1.592019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -15920193.000000 Penalty: 3923.542480
	Iteration 26Q: 3 clusters Score -1.592019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -15920209.000000 Penalty: 3923.542480
	Iteration 27Q: 3 clusters Score -1.592021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -15920208.000000 Penalty: 3923.542480
	Iteration 28Q: 3 clusters Score -1.592021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -15920214.000000 Penalty: 3923.542480
	Iteration 29Q: 3 clusters Score -1.592021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -15920224.000000 Penalty: 3923.542480
	Iteration 30Q: 3 clusters Score -1.592022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -15920224.000000 Penalty: 3923.542480
	Iteration 31F: 3 clusters Score -1.592022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Entering Unmasked Estep 
Score: -973350.687500 Penalty: 1522.249023
	Iteration 0F: 2 clusters Score -973350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -965152.187500 Penalty: 3044.498047
	Iteration 0F: 3 clusters Score -965152.2 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -967995.750000 Penalty: 3044.498047
	Iteration 1F: 3 clusters Score -967995.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -968347.375000 Penalty: 3044.498047
	Iteration 2F: 3 clusters Score -968347.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -968656.562500 Penalty: 3044.498047
	Iteration 3F: 3 clusters Score -968656.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -968999.875000 Penalty: 3044.498047
	Iteration 4F: 3 clusters Score -968999.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -969352.625000 Penalty: 3044.498047
	Iteration 5F: 3 clusters Score -969352.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -969728.500000 Penalty: 3044.498047
	Iteration 6F: 3 clusters Score -969728.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -970083.125000 Penalty: 3044.498047
	Iteration 7Q: 3 clusters Score -970083.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -970370.937500 Penalty: 3044.498047
	Iteration 8Q: 3 clusters Score -970370.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -970588.500000 Penalty: 3044.498047
	Iteration 9Q: 3 clusters Score -970588.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -970783.000000 Penalty: 3044.498047
	Iteration 10Q: 3 clusters Score -970783 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -970949.187500 Penalty: 3044.498047
	Iteration 11Q: 3 clusters Score -970949.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -971084.437500 Penalty: 3044.498047
	Iteration 12Q: 3 clusters Score -971084.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -971205.187500 Penalty: 3044.498047
	Iteration 13Q: 3 clusters Score -971205.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -971305.437500 Penalty: 3044.498047
	Iteration 14Q: 3 clusters Score -971305.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -971385.000000 Penalty: 3044.498047
	Iteration 15Q: 3 clusters Score -971385 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -971439.562500 Penalty: 3044.498047
	Iteration 16Q: 3 clusters Score -971439.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -971483.750000 Penalty: 3044.498047
	Iteration 17Q: 3 clusters Score -971483.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -971520.937500 Penalty: 3044.498047
	Iteration 18Q: 3 clusters Score -971520.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -971555.312500 Penalty: 3044.498047
	Iteration 19Q: 3 clusters Score -971555.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -971589.562500 Penalty: 3044.498047
	Iteration 20F: 3 clusters Score -971589.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -971630.375000 Penalty: 3044.498047
	Iteration 21Q: 3 clusters Score -971630.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -971662.375000 Penalty: 3044.498047
	Iteration 22Q: 3 clusters Score -971662.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -971690.562500 Penalty: 3044.498047
	Iteration 23Q: 3 clusters Score -971690.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -971714.937500 Penalty: 3044.498047
	Iteration 24Q: 3 clusters Score -971714.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -971729.312500 Penalty: 3044.498047
	Iteration 25Q: 3 clusters Score -971729.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -971743.500000 Penalty: 3044.498047
	Iteration 26Q: 3 clusters Score -971743.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -971749.437500 Penalty: 3044.498047
	Iteration 27Q: 3 clusters Score -971749.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -971757.187500 Penalty: 3044.498047
	Iteration 28Q: 3 clusters Score -971757.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -971762.187500 Penalty: 3044.498047
	Iteration 29Q: 3 clusters Score -971762.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -971764.062500 Penalty: 3044.498047
	Iteration 30Q: 3 clusters Score -971764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -971766.625000 Penalty: 3044.498047
	Iteration 31Q: 3 clusters Score -971766.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -971772.312500 Penalty: 3044.498047
	Iteration 32Q: 3 clusters Score -971772.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -971776.937500 Penalty: 3044.498047
	Iteration 33Q: 3 clusters Score -971776.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -971781.062500 Penalty: 3044.498047
	Iteration 34Q: 3 clusters Score -971781.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -971787.000000 Penalty: 3044.498047
	Iteration 35Q: 3 clusters Score -971787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -971791.687500 Penalty: 3044.498047
	Iteration 36Q: 3 clusters Score -971791.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -971800.062500 Penalty: 3044.498047
	Iteration 37Q: 3 clusters Score -971800.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -971809.812500 Penalty: 3044.498047
	Iteration 38Q: 3 clusters Score -971809.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -971820.312500 Penalty: 3044.498047
	Iteration 39Q: 3 clusters Score -971820.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -971828.625000 Penalty: 3044.498047
	Iteration 40F: 3 clusters Score -971828.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -971836.750000 Penalty: 3044.498047
	Iteration 41Q: 3 clusters Score -971836.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -971847.750000 Penalty: 3044.498047
	Iteration 42Q: 3 clusters Score -971847.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -971856.375000 Penalty: 3044.498047
	Iteration 43Q: 3 clusters Score -971856.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -971859.125000 Penalty: 3044.498047
	Iteration 44Q: 3 clusters Score -971859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -971863.812500 Penalty: 3044.498047
	Iteration 45Q: 3 clusters Score -971863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -971869.000000 Penalty: 3044.498047
	Iteration 46Q: 3 clusters Score -971869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -971870.875000 Penalty: 3044.498047
	Iteration 47Q: 3 clusters Score -971870.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -971872.750000 Penalty: 3044.498047
	Iteration 48Q: 3 clusters Score -971872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -971878.687500 Penalty: 3044.498047
	Iteration 49Q: 3 clusters Score -971878.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -971885.687500 Penalty: 3044.498047
	Iteration 50Q: 3 clusters Score -971885.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -971888.812500 Penalty: 3044.498047
	Iteration 51Q: 3 clusters Score -971888.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -971891.437500 Penalty: 3044.498047
	Iteration 52Q: 3 clusters Score -971891.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -971898.250000 Penalty: 3044.498047
	Iteration 53Q: 3 clusters Score -971898.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -971905.000000 Penalty: 3044.498047
	Iteration 54Q: 3 clusters Score -971905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -971907.437500 Penalty: 3044.498047
	Iteration 55Q: 3 clusters Score -971907.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -971915.812500 Penalty: 3044.498047
	Iteration 56Q: 3 clusters Score -971915.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -971919.875000 Penalty: 3044.498047
	Iteration 57Q: 3 clusters Score -971919.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -971928.562500 Penalty: 3044.498047
	Iteration 58Q: 3 clusters Score -971928.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -971934.562500 Penalty: 3044.498047
	Iteration 59Q: 3 clusters Score -971934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -971939.125000 Penalty: 3044.498047
	Iteration 60F: 3 clusters Score -971939.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -971947.000000 Penalty: 3044.498047
	Iteration 61Q: 3 clusters Score -971947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -971957.812500 Penalty: 3044.498047
	Iteration 62Q: 3 clusters Score -971957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -971970.750000 Penalty: 3044.498047
	Iteration 63Q: 3 clusters Score -971970.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -971982.812500 Penalty: 3044.498047
	Iteration 64Q: 3 clusters Score -971982.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -971997.937500 Penalty: 3044.498047
	Iteration 65Q: 3 clusters Score -971997.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -972017.000000 Penalty: 3044.498047
	Iteration 66Q: 3 clusters Score -972017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -972032.687500 Penalty: 3044.498047
	Iteration 67Q: 3 clusters Score -972032.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -972060.375000 Penalty: 3044.498047
	Iteration 68Q: 3 clusters Score -972060.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -972091.812500 Penalty: 3044.498047
	Iteration 69Q: 3 clusters Score -972091.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -972128.125000 Penalty: 3044.498047
	Iteration 70Q: 3 clusters Score -972128.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -972199.625000 Penalty: 3044.498047
	Iteration 71Q: 3 clusters Score -972199.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -972286.250000 Penalty: 3044.498047
	Iteration 72Q: 3 clusters Score -972286.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -972353.500000 Penalty: 3044.498047
	Iteration 73Q: 3 clusters Score -972353.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -972418.562500 Penalty: 3044.498047
	Iteration 74Q: 3 clusters Score -972418.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -972455.812500 Penalty: 3044.498047
	Iteration 75Q: 3 clusters Score -972455.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -972476.500000 Penalty: 3044.498047
	Iteration 76Q: 3 clusters Score -972476.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -972495.812500 Penalty: 3044.498047
	Iteration 77Q: 3 clusters Score -972495.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -972512.625000 Penalty: 3044.498047
	Iteration 78Q: 3 clusters Score -972512.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -972532.687500 Penalty: 3044.498047
	Iteration 79Q: 3 clusters Score -972532.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -972545.625000 Penalty: 3044.498047
	Iteration 80F: 3 clusters Score -972545.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -972559.125000 Penalty: 3044.498047
	Iteration 81Q: 3 clusters Score -972559.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -972577.000000 Penalty: 3044.498047
	Iteration 82Q: 3 clusters Score -972577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -972586.375000 Penalty: 3044.498047
	Iteration 83Q: 3 clusters Score -972586.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -972597.562500 Penalty: 3044.498047
	Iteration 84Q: 3 clusters Score -972597.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -972608.187500 Penalty: 3044.498047
	Iteration 85Q: 3 clusters Score -972608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -972615.375000 Penalty: 3044.498047
	Iteration 86Q: 3 clusters Score -972615.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -972620.687500 Penalty: 3044.498047
	Iteration 87Q: 3 clusters Score -972620.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -972627.812500 Penalty: 3044.498047
	Iteration 88Q: 3 clusters Score -972627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -972631.562500 Penalty: 3044.498047
	Iteration 89Q: 3 clusters Score -972631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -972637.500000 Penalty: 3044.498047
	Iteration 90Q: 3 clusters Score -972637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -972637.062500 Penalty: 3044.498047
	Iteration 91Q: 3 clusters Score -972637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -972640.312500 Penalty: 3044.498047
	Iteration 92Q: 3 clusters Score -972640.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -972642.437500 Penalty: 3044.498047
	Iteration 93Q: 3 clusters Score -972642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -972644.500000 Penalty: 3044.498047
	Iteration 94Q: 3 clusters Score -972644.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -972646.687500 Penalty: 3044.498047
	Iteration 95Q: 3 clusters Score -972646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -972650.562500 Penalty: 3044.498047
	Iteration 96Q: 3 clusters Score -972650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -972653.937500 Penalty: 3044.498047
	Iteration 97Q: 3 clusters Score -972653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -972657.375000 Penalty: 3044.498047
	Iteration 98Q: 3 clusters Score -972657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -972658.812500 Penalty: 3044.498047
	Iteration 99Q: 3 clusters Score -972658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -972660.875000 Penalty: 3044.498047
	Iteration 100F: 3 clusters Score -972660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -972664.000000 Penalty: 3044.498047
	Iteration 101Q: 3 clusters Score -972664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -972665.437500 Penalty: 3044.498047
	Iteration 102Q: 3 clusters Score -972665.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -972669.187500 Penalty: 3044.498047
	Iteration 103Q: 3 clusters Score -972669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -972672.812500 Penalty: 3044.498047
	Iteration 104Q: 3 clusters Score -972672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -972673.812500 Penalty: 3044.498047
	Iteration 105Q: 3 clusters Score -972673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -972676.500000 Penalty: 3044.498047
	Iteration 106Q: 3 clusters Score -972676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -972677.125000 Penalty: 3044.498047
	Iteration 107Q: 3 clusters Score -972677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -972681.437500 Penalty: 3044.498047
	Iteration 108Q: 3 clusters Score -972681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -972683.500000 Penalty: 3044.498047
	Iteration 109Q: 3 clusters Score -972683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -972684.312500 Penalty: 3044.498047
	Iteration 110Q: 3 clusters Score -972684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -972687.500000 Penalty: 3044.498047
	Iteration 111Q: 3 clusters Score -972687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -972687.562500 Penalty: 3044.498047
	Iteration 112Q: 3 clusters Score -972687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -972688.312500 Penalty: 3044.498047
	Iteration 113Q: 3 clusters Score -972688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -972688.937500 Penalty: 3044.498047
	Iteration 114Q: 3 clusters Score -972688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -972688.750000 Penalty: 3044.498047
	Iteration 115Q: 3 clusters Score -972688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -972689.687500 Penalty: 3044.498047
	Iteration 116Q: 3 clusters Score -972689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -972689.687500 Penalty: 3044.498047
	Iteration 117F: 3 clusters Score -972689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Entering Unmasked Estep 
Score: -2685312.500000 Penalty: 1678.603149
	Iteration 0F: 2 clusters Score -2685312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2664623.250000 Penalty: 3357.206299
	Iteration 0F: 3 clusters Score -2664623 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2672438.000000 Penalty: 3357.206299
	Iteration 1F: 3 clusters Score -2672438 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2672757.250000 Penalty: 3357.206299
	Iteration 2Q: 3 clusters Score -2672757 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2673019.250000 Penalty: 3357.206299
	Iteration 3Q: 3 clusters Score -2673019 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2673308.750000 Penalty: 3357.206299
	Iteration 4Q: 3 clusters Score -2673309 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2673619.250000 Penalty: 3357.206299
	Iteration 5Q: 3 clusters Score -2673619 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2674067.250000 Penalty: 3357.206299
	Iteration 6Q: 3 clusters Score -2674067 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2674781.500000 Penalty: 3357.206299
	Iteration 7Q: 3 clusters Score -2674782 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2675859.750000 Penalty: 3357.206299
	Iteration 8F: 3 clusters Score -2675860 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2677402.000000 Penalty: 3357.206299
	Iteration 9F: 3 clusters Score -2677402 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2679373.750000 Penalty: 3357.206299
	Iteration 10F: 3 clusters Score -2679374 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2681285.000000 Penalty: 3357.206299
	Iteration 11F: 3 clusters Score -2681285 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2682609.750000 Penalty: 3357.206299
	Iteration 12Q: 3 clusters Score -2682610 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2683327.250000 Penalty: 3357.206299
	Iteration 13Q: 3 clusters Score -2683327 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2683599.000000 Penalty: 3357.206299
	Iteration 14Q: 3 clusters Score -2683599 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2683726.750000 Penalty: 3357.206299
	Iteration 15Q: 3 clusters Score -2683727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2683778.000000 Penalty: 3357.206299
	Iteration 16Q: 3 clusters Score -2683778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2683811.500000 Penalty: 3357.206299
	Iteration 17Q: 3 clusters Score -2683812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2683821.500000 Penalty: 3357.206299
	Iteration 18Q: 3 clusters Score -2683822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2683826.250000 Penalty: 3357.206299
	Iteration 19Q: 3 clusters Score -2683826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2683832.750000 Penalty: 3357.206299
	Iteration 20F: 3 clusters Score -2683833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2683835.000000 Penalty: 3357.206299
	Iteration 21Q: 3 clusters Score -2683835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2683845.000000 Penalty: 3357.206299
	Iteration 22Q: 3 clusters Score -2683845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2683850.500000 Penalty: 3357.206299
	Iteration 23Q: 3 clusters Score -2683850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2683854.000000 Penalty: 3357.206299
	Iteration 24Q: 3 clusters Score -2683854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2683855.500000 Penalty: 3357.206299
	Iteration 25Q: 3 clusters Score -2683856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2683854.750000 Penalty: 3357.206299
	Iteration 26Q: 3 clusters Score -2683855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2683854.750000 Penalty: 3357.206299
	Iteration 27F: 3 clusters Score -2683855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -61199.160156 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -61199.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59832.957031 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -59832.96 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60173.019531 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -60173.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60421.089844 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -60421.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60754.906250 Penalty: 2216.505371
	Iteration 3F: 3 clusters Score -60754.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60909.074219 Penalty: 2216.505371
	Iteration 4F: 3 clusters Score -60909.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -61018.265625 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -61018.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61124.519531 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -61124.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61199.800781 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -61199.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61253.957031 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -61253.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61303.105469 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -61303.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61347.843750 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -61347.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61392.449219 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -61392.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61428.613281 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -61428.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61457.792969 Penalty: 2216.505371
	Iteration 13Q: 3 clusters Score -61457.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61466.746094 Penalty: 2216.505371
	Iteration 14Q: 3 clusters Score -61466.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61480.515625 Penalty: 2216.505371
	Iteration 15Q: 3 clusters Score -61480.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61489.113281 Penalty: 2216.505371
	Iteration 16Q: 3 clusters Score -61489.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61494.234375 Penalty: 2216.505371
	Iteration 17Q: 3 clusters Score -61494.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61496.769531 Penalty: 2216.505371
	Iteration 18Q: 3 clusters Score -61496.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61498.289062 Penalty: 2216.505371
	Iteration 19Q: 3 clusters Score -61498.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61499.222656 Penalty: 2216.505371
	Iteration 20F: 3 clusters Score -61499.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61500.320312 Penalty: 2216.505371
	Iteration 21Q: 3 clusters Score -61500.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61500.320312 Penalty: 2216.505371
	Iteration 22F: 3 clusters Score -61500.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 81233 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148846 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75727 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 26967 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7362 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 370 members 
Entering Unmasked Estep 
Score: -76312168.000000 Penalty: 77947.726562
Splitting cluster 10 changes total score from -76312968.000000 to -76312168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Entering Unmasked Estep 
Score: -1891753.750000 Penalty: 1620.212402
	Iteration 0F: 2 clusters Score -1891754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1877194.500000 Penalty: 3240.424805
	Iteration 0F: 3 clusters Score -1877194 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1882642.125000 Penalty: 3240.424805
	Iteration 1F: 3 clusters Score -1882642 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1882954.875000 Penalty: 3240.424805
	Iteration 2Q: 3 clusters Score -1882955 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1883248.750000 Penalty: 3240.424805
	Iteration 3Q: 3 clusters Score -1883249 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1883512.125000 Penalty: 3240.424805
	Iteration 4Q: 3 clusters Score -1883512 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1883766.750000 Penalty: 3240.424805
	Iteration 5Q: 3 clusters Score -1883767 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1884079.000000 Penalty: 3240.424805
	Iteration 6Q: 3 clusters Score -1884079 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1884452.125000 Penalty: 3240.424805
	Iteration 7Q: 3 clusters Score -1884452 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1885002.875000 Penalty: 3240.424805
	Iteration 8Q: 3 clusters Score -1885003 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1885668.250000 Penalty: 3240.424805
	Iteration 9F: 3 clusters Score -1885668 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1886435.000000 Penalty: 3240.424805
	Iteration 10F: 3 clusters Score -1886435 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1887229.375000 Penalty: 3240.424805
	Iteration 11Q: 3 clusters Score -1887229 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1888058.875000 Penalty: 3240.424805
	Iteration 12Q: 3 clusters Score -1888059 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1888739.125000 Penalty: 3240.424805
	Iteration 13Q: 3 clusters Score -1888739 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1889222.625000 Penalty: 3240.424805
	Iteration 14Q: 3 clusters Score -1889223 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1889491.375000 Penalty: 3240.424805
	Iteration 15Q: 3 clusters Score -1889491 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1889678.250000 Penalty: 3240.424805
	Iteration 16Q: 3 clusters Score -1889678 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1889812.875000 Penalty: 3240.424805
	Iteration 17Q: 3 clusters Score -1889813 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1889920.625000 Penalty: 3240.424805
	Iteration 18Q: 3 clusters Score -1889921 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1889995.500000 Penalty: 3240.424805
	Iteration 19Q: 3 clusters Score -1889996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1890058.750000 Penalty: 3240.424805
	Iteration 20F: 3 clusters Score -1890059 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1890113.500000 Penalty: 3240.424805
	Iteration 21Q: 3 clusters Score -1890114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1890149.750000 Penalty: 3240.424805
	Iteration 22Q: 3 clusters Score -1890150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1890179.000000 Penalty: 3240.424805
	Iteration 23Q: 3 clusters Score -1890179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1890199.000000 Penalty: 3240.424805
	Iteration 24Q: 3 clusters Score -1890199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1890222.500000 Penalty: 3240.424805
	Iteration 25Q: 3 clusters Score -1890222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1890246.500000 Penalty: 3240.424805
	Iteration 26Q: 3 clusters Score -1890246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1890277.500000 Penalty: 3240.424805
	Iteration 27Q: 3 clusters Score -1890278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1890304.875000 Penalty: 3240.424805
	Iteration 28Q: 3 clusters Score -1890305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -1890323.500000 Penalty: 3240.424805
	Iteration 29Q: 3 clusters Score -1890324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1890334.875000 Penalty: 3240.424805
	Iteration 30Q: 3 clusters Score -1890335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -1890346.875000 Penalty: 3240.424805
	Iteration 31Q: 3 clusters Score -1890347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1890359.875000 Penalty: 3240.424805
	Iteration 32Q: 3 clusters Score -1890360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1890365.625000 Penalty: 3240.424805
	Iteration 33Q: 3 clusters Score -1890366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1890374.000000 Penalty: 3240.424805
	Iteration 34Q: 3 clusters Score -1890374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1890375.750000 Penalty: 3240.424805
	Iteration 35Q: 3 clusters Score -1890376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1890378.000000 Penalty: 3240.424805
	Iteration 36Q: 3 clusters Score -1890378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -1890384.125000 Penalty: 3240.424805
	Iteration 37Q: 3 clusters Score -1890384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1890385.625000 Penalty: 3240.424805
	Iteration 38Q: 3 clusters Score -1890386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1890387.375000 Penalty: 3240.424805
	Iteration 39Q: 3 clusters Score -1890387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1890392.000000 Penalty: 3240.424805
	Iteration 40F: 3 clusters Score -1890392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1890392.875000 Penalty: 3240.424805
	Iteration 41Q: 3 clusters Score -1890393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1890400.250000 Penalty: 3240.424805
	Iteration 42Q: 3 clusters Score -1890400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1890401.250000 Penalty: 3240.424805
	Iteration 43Q: 3 clusters Score -1890401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1890401.750000 Penalty: 3240.424805
	Iteration 44Q: 3 clusters Score -1890402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1890404.625000 Penalty: 3240.424805
	Iteration 45Q: 3 clusters Score -1890405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1890407.000000 Penalty: 3240.424805
	Iteration 46Q: 3 clusters Score -1890407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1890407.000000 Penalty: 3240.424805
	Iteration 47Q: 3 clusters Score -1890407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1890407.625000 Penalty: 3240.424805
	Iteration 48Q: 3 clusters Score -1890408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1890409.500000 Penalty: 3240.424805
	Iteration 49Q: 3 clusters Score -1890410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1890409.250000 Penalty: 3240.424805
	Iteration 50Q: 3 clusters Score -1890409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1890410.375000 Penalty: 3240.424805
	Iteration 51Q: 3 clusters Score -1890410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1890409.750000 Penalty: 3240.424805
	Iteration 52Q: 3 clusters Score -1890410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1890410.750000 Penalty: 3240.424805
	Iteration 53Q: 3 clusters Score -1890411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1890411.375000 Penalty: 3240.424805
	Iteration 54Q: 3 clusters Score -1890411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1890410.125000 Penalty: 3240.424805
	Iteration 55Q: 3 clusters Score -1890410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1890409.625000 Penalty: 3240.424805
	Iteration 56Q: 3 clusters Score -1890410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1890409.875000 Penalty: 3240.424805
	Iteration 57Q: 3 clusters Score -1890410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1890409.875000 Penalty: 3240.424805
	Iteration 58F: 3 clusters Score -1890410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148846 members 
Entering Unmasked Estep 
Score: -13132319.000000 Penalty: 1935.483398
	Iteration 0F: 2 clusters Score -1.313232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -13032073.000000 Penalty: 3870.966797
	Iteration 0F: 3 clusters Score -1.303207e+07 nChanged 71848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -13074391.000000 Penalty: 3870.966797
	Iteration 1F: 3 clusters Score -1.307439e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -13075277.000000 Penalty: 3870.966797
	Iteration 2Q: 3 clusters Score -1.307528e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -13076412.000000 Penalty: 3870.966797
	Iteration 3Q: 3 clusters Score -1.307641e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -13078020.000000 Penalty: 3870.966797
	Iteration 4Q: 3 clusters Score -1.307802e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -13080643.000000 Penalty: 3870.966797
	Iteration 5Q: 3 clusters Score -1.308064e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -13085161.000000 Penalty: 3870.966797
	Iteration 6F: 3 clusters Score -1.308516e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -13092309.000000 Penalty: 3870.966797
	Iteration 7F: 3 clusters Score -1.309231e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -13102730.000000 Penalty: 3870.966797
	Iteration 8F: 3 clusters Score -1.310273e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -13114037.000000 Penalty: 3870.966797
	Iteration 9F: 3 clusters Score -1.311404e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140472 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -13122812.000000 Penalty: 3870.966797
	Iteration 10F: 3 clusters Score -1.312281e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13127788.000000 Penalty: 3870.966797
	Iteration 11Q: 3 clusters Score -1.312779e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13129626.000000 Penalty: 3870.966797
	Iteration 12Q: 3 clusters Score -1.312963e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13130272.000000 Penalty: 3870.966797
	Iteration 13Q: 3 clusters Score -1.313027e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13130431.000000 Penalty: 3870.966797
	Iteration 14Q: 3 clusters Score -1.313043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13130539.000000 Penalty: 3870.966797
	Iteration 15Q: 3 clusters Score -1.313054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13130574.000000 Penalty: 3870.966797
	Iteration 16Q: 3 clusters Score -1.313057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13130600.000000 Penalty: 3870.966797
	Iteration 17Q: 3 clusters Score -1.31306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13130607.000000 Penalty: 3870.966797
	Iteration 18Q: 3 clusters Score -1.313061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13130615.000000 Penalty: 3870.966797
	Iteration 19Q: 3 clusters Score -1.313062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13130604.000000 Penalty: 3870.966797
	Iteration 20F: 3 clusters Score -1.31306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13130605.000000 Penalty: 3870.966797
	Iteration 21Q: 3 clusters Score -1.31306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13130611.000000 Penalty: 3870.966797
	Iteration 22Q: 3 clusters Score -1.313061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13130611.000000 Penalty: 3870.966797
	Iteration 23F: 3 clusters Score -1.313061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -177531.781250 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -177531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -175377.750000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -175377.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -175956.437500 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -175956.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -176148.671875 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -176148.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -176242.343750 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -176242.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -176310.968750 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -176311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -176351.468750 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -176351.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -176384.906250 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -176384.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -176426.328125 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -176426.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176467.265625 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -176467.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -176501.203125 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -176501.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176544.515625 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -176544.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -176577.015625 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -176577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -176597.515625 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -176597.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -176616.984375 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -176617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -176636.578125 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -176636.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -176651.421875 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -176651.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -176664.750000 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -176664.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -176674.921875 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -176674.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -176680.859375 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -176680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -176686.812500 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -176686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -176691.890625 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -176691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -176694.390625 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -176694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -176697.296875 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -176697.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -176702.265625 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -176702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -176708.296875 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -176708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -176714.031250 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -176714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -176716.625000 Penalty: 2490.607422
	Iteration 26Q: 3 clusters Score -176716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -176717.843750 Penalty: 2490.607422
	Iteration 27Q: 3 clusters Score -176717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -176718.937500 Penalty: 2490.607422
	Iteration 28Q: 3 clusters Score -176718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -176719.531250 Penalty: 2490.607422
	Iteration 29Q: 3 clusters Score -176719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -176720.171875 Penalty: 2490.607422
	Iteration 30Q: 3 clusters Score -176720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -176720.562500 Penalty: 2490.607422
	Iteration 31Q: 3 clusters Score -176720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -176720.562500 Penalty: 2490.607422
	Iteration 32F: 3 clusters Score -176720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Entering Unmasked Estep 
Score: -1032147.375000 Penalty: 1526.022949
	Iteration 0F: 2 clusters Score -1032147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1023726.062500 Penalty: 3052.045898
	Iteration 0F: 3 clusters Score -1023726 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1026330.625000 Penalty: 3052.045898
	Iteration 1F: 3 clusters Score -1026331 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1026576.812500 Penalty: 3052.045898
	Iteration 2F: 3 clusters Score -1026577 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1026781.750000 Penalty: 3052.045898
	Iteration 3Q: 3 clusters Score -1026782 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1026956.500000 Penalty: 3052.045898
	Iteration 4Q: 3 clusters Score -1026956 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1027114.562500 Penalty: 3052.045898
	Iteration 5Q: 3 clusters Score -1027115 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1027286.000000 Penalty: 3052.045898
	Iteration 6Q: 3 clusters Score -1027286 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1027465.812500 Penalty: 3052.045898
	Iteration 7Q: 3 clusters Score -1027466 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1027660.250000 Penalty: 3052.045898
	Iteration 8Q: 3 clusters Score -1027660 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1027884.937500 Penalty: 3052.045898
	Iteration 9Q: 3 clusters Score -1027885 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1028139.312500 Penalty: 3052.045898
	Iteration 10Q: 3 clusters Score -1028139 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1028401.937500 Penalty: 3052.045898
	Iteration 11Q: 3 clusters Score -1028402 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1028686.562500 Penalty: 3052.045898
	Iteration 12Q: 3 clusters Score -1028687 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1028955.625000 Penalty: 3052.045898
	Iteration 13Q: 3 clusters Score -1028956 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1029198.500000 Penalty: 3052.045898
	Iteration 14Q: 3 clusters Score -1029198 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1029442.375000 Penalty: 3052.045898
	Iteration 15Q: 3 clusters Score -1029442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1029632.250000 Penalty: 3052.045898
	Iteration 16Q: 3 clusters Score -1029632 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1029796.750000 Penalty: 3052.045898
	Iteration 17Q: 3 clusters Score -1029797 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1029932.500000 Penalty: 3052.045898
	Iteration 18Q: 3 clusters Score -1029932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1030052.687500 Penalty: 3052.045898
	Iteration 19Q: 3 clusters Score -1030053 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1030165.687500 Penalty: 3052.045898
	Iteration 20F: 3 clusters Score -1030166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1030285.687500 Penalty: 3052.045898
	Iteration 21Q: 3 clusters Score -1030286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1030427.375000 Penalty: 3052.045898
	Iteration 22Q: 3 clusters Score -1030427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1030538.312500 Penalty: 3052.045898
	Iteration 23Q: 3 clusters Score -1030538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1030622.062500 Penalty: 3052.045898
	Iteration 24Q: 3 clusters Score -1030622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1030682.750000 Penalty: 3052.045898
	Iteration 25Q: 3 clusters Score -1030683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1030718.937500 Penalty: 3052.045898
	Iteration 26Q: 3 clusters Score -1030719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1030751.187500 Penalty: 3052.045898
	Iteration 27Q: 3 clusters Score -1030751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1030767.687500 Penalty: 3052.045898
	Iteration 28Q: 3 clusters Score -1030768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1030782.562500 Penalty: 3052.045898
	Iteration 29Q: 3 clusters Score -1030783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1030794.000000 Penalty: 3052.045898
	Iteration 30Q: 3 clusters Score -1030794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1030807.875000 Penalty: 3052.045898
	Iteration 31Q: 3 clusters Score -1030808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1030814.500000 Penalty: 3052.045898
	Iteration 32Q: 3 clusters Score -1030814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1030817.437500 Penalty: 3052.045898
	Iteration 33Q: 3 clusters Score -1030817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1030826.750000 Penalty: 3052.045898
	Iteration 34Q: 3 clusters Score -1030827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1030831.625000 Penalty: 3052.045898
	Iteration 35Q: 3 clusters Score -1030832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1030838.937500 Penalty: 3052.045898
	Iteration 36Q: 3 clusters Score -1030839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1030848.437500 Penalty: 3052.045898
	Iteration 37Q: 3 clusters Score -1030848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1030852.375000 Penalty: 3052.045898
	Iteration 38Q: 3 clusters Score -1030852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1030855.875000 Penalty: 3052.045898
	Iteration 39Q: 3 clusters Score -1030856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1030856.812500 Penalty: 3052.045898
	Iteration 40F: 3 clusters Score -1030857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1030862.000000 Penalty: 3052.045898
	Iteration 41Q: 3 clusters Score -1030862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1030866.375000 Penalty: 3052.045898
	Iteration 42Q: 3 clusters Score -1030866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1030867.875000 Penalty: 3052.045898
	Iteration 43Q: 3 clusters Score -1030868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1030868.625000 Penalty: 3052.045898
	Iteration 44Q: 3 clusters Score -1030869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1030872.812500 Penalty: 3052.045898
	Iteration 45Q: 3 clusters Score -1030873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1030873.375000 Penalty: 3052.045898
	Iteration 46Q: 3 clusters Score -1030873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1030877.062500 Penalty: 3052.045898
	Iteration 47Q: 3 clusters Score -1030877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1030879.562500 Penalty: 3052.045898
	Iteration 48Q: 3 clusters Score -1030880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1030879.625000 Penalty: 3052.045898
	Iteration 49Q: 3 clusters Score -1030880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1030879.625000 Penalty: 3052.045898
	Iteration 50F: 3 clusters Score -1030880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Entering Unmasked Estep 
Score: -2308327.750000 Penalty: 1657.571411
	Iteration 0F: 2 clusters Score -2308328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2290195.750000 Penalty: 3315.142822
	Iteration 0F: 3 clusters Score -2290196 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2297287.000000 Penalty: 3315.142822
	Iteration 1F: 3 clusters Score -2297287 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2297930.500000 Penalty: 3315.142822
	Iteration 2F: 3 clusters Score -2297930 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2298548.000000 Penalty: 3315.142822
	Iteration 3F: 3 clusters Score -2298548 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2299115.000000 Penalty: 3315.142822
	Iteration 4F: 3 clusters Score -2299115 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2299616.250000 Penalty: 3315.142822
	Iteration 5Q: 3 clusters Score -2299616 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2300034.250000 Penalty: 3315.142822
	Iteration 6Q: 3 clusters Score -2300034 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2300336.500000 Penalty: 3315.142822
	Iteration 7Q: 3 clusters Score -2300336 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2300605.750000 Penalty: 3315.142822
	Iteration 8Q: 3 clusters Score -2300606 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2300806.000000 Penalty: 3315.142822
	Iteration 9Q: 3 clusters Score -2300806 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2300942.000000 Penalty: 3315.142822
	Iteration 10Q: 3 clusters Score -2300942 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2301038.000000 Penalty: 3315.142822
	Iteration 11Q: 3 clusters Score -2301038 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2301146.750000 Penalty: 3315.142822
	Iteration 12Q: 3 clusters Score -2301147 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2301274.500000 Penalty: 3315.142822
	Iteration 13Q: 3 clusters Score -2301274 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2301430.250000 Penalty: 3315.142822
	Iteration 14Q: 3 clusters Score -2301430 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2301650.500000 Penalty: 3315.142822
	Iteration 15Q: 3 clusters Score -2301650 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2301988.750000 Penalty: 3315.142822
	Iteration 16Q: 3 clusters Score -2301989 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2302427.250000 Penalty: 3315.142822
	Iteration 17Q: 3 clusters Score -2302427 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2303075.500000 Penalty: 3315.142822
	Iteration 18Q: 3 clusters Score -2303076 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2303954.500000 Penalty: 3315.142822
	Iteration 19Q: 3 clusters Score -2303954 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2304955.000000 Penalty: 3315.142822
	Iteration 20F: 3 clusters Score -2304955 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2305808.750000 Penalty: 3315.142822
	Iteration 21Q: 3 clusters Score -2305809 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2306324.750000 Penalty: 3315.142822
	Iteration 22Q: 3 clusters Score -2306325 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2306564.000000 Penalty: 3315.142822
	Iteration 23Q: 3 clusters Score -2306564 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2306685.000000 Penalty: 3315.142822
	Iteration 24Q: 3 clusters Score -2306685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2306748.750000 Penalty: 3315.142822
	Iteration 25Q: 3 clusters Score -2306749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2306785.000000 Penalty: 3315.142822
	Iteration 26Q: 3 clusters Score -2306785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2306803.000000 Penalty: 3315.142822
	Iteration 27Q: 3 clusters Score -2306803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2306824.500000 Penalty: 3315.142822
	Iteration 28Q: 3 clusters Score -2306824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2306834.000000 Penalty: 3315.142822
	Iteration 29Q: 3 clusters Score -2306834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2306846.250000 Penalty: 3315.142822
	Iteration 30Q: 3 clusters Score -2306846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2306855.500000 Penalty: 3315.142822
	Iteration 31Q: 3 clusters Score -2306856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2306861.750000 Penalty: 3315.142822
	Iteration 32Q: 3 clusters Score -2306862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2306868.000000 Penalty: 3315.142822
	Iteration 33Q: 3 clusters Score -2306868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2306871.750000 Penalty: 3315.142822
	Iteration 34Q: 3 clusters Score -2306872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2306870.000000 Penalty: 3315.142822
	Iteration 35Q: 3 clusters Score -2306870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2306872.000000 Penalty: 3315.142822
	Iteration 36Q: 3 clusters Score -2306872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2306872.000000 Penalty: 3315.142822
	Iteration 37F: 3 clusters Score -2306872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -140009.984375 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -140010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138145.593750 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -138145.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138552.484375 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -138552.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138632.656250 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -138632.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138674.093750 Penalty: 2412.659668
	Iteration 3Q: 3 clusters Score -138674.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -138699.656250 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -138699.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138717.109375 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -138717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138725.250000 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -138725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138732.437500 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -138732.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138743.734375 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -138743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138752.546875 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -138752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138754.890625 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -138754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138760.187500 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -138760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138763.843750 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -138763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138765.390625 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -138765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -138767.359375 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -138767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -138770.250000 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -138770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138772.531250 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -138772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138774.328125 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -138774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -138775.296875 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -138775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138777.125000 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -138777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138779.781250 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -138779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138780.390625 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -138780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -138781.109375 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -138781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138781.312500 Penalty: 2412.659668
	Iteration 23Q: 3 clusters Score -138781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -138782.203125 Penalty: 2412.659668
	Iteration 24Q: 3 clusters Score -138782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -138782.375000 Penalty: 2412.659668
	Iteration 25Q: 3 clusters Score -138782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -138782.375000 Penalty: 2412.659668
	Iteration 26F: 3 clusters Score -138782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Entering Unmasked Estep 
Score: -6772929.000000 Penalty: 1825.669678
	Iteration 0F: 2 clusters Score -6772929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6722038.500000 Penalty: 3651.339355
	Iteration 0F: 3 clusters Score -6722038 nChanged 36279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -6742708.500000 Penalty: 3651.339355
	Iteration 1F: 3 clusters Score -6742708 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -6743233.500000 Penalty: 3651.339355
	Iteration 2Q: 3 clusters Score -6743234 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -6743895.000000 Penalty: 3651.339355
	Iteration 3Q: 3 clusters Score -6743895 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6744696.500000 Penalty: 3651.339355
	Iteration 4Q: 3 clusters Score -6744696 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -6745792.500000 Penalty: 3651.339355
	Iteration 5Q: 3 clusters Score -6745792 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -6747519.500000 Penalty: 3651.339355
	Iteration 6Q: 3 clusters Score -6747520 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6750119.500000 Penalty: 3651.339355
	Iteration 7F: 3 clusters Score -6750120 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6753592.000000 Penalty: 3651.339355
	Iteration 8F: 3 clusters Score -6753592 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -6757361.000000 Penalty: 3651.339355
	Iteration 9F: 3 clusters Score -6757361 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6760444.000000 Penalty: 3651.339355
	Iteration 10F: 3 clusters Score -6760444 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6762849.500000 Penalty: 3651.339355
	Iteration 11Q: 3 clusters Score -6762850 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6764593.000000 Penalty: 3651.339355
	Iteration 12Q: 3 clusters Score -6764593 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -6765855.000000 Penalty: 3651.339355
	Iteration 13Q: 3 clusters Score -6765855 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -6767053.000000 Penalty: 3651.339355
	Iteration 14Q: 3 clusters Score -6767053 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -6768091.500000 Penalty: 3651.339355
	Iteration 15Q: 3 clusters Score -6768092 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6769002.000000 Penalty: 3651.339355
	Iteration 16Q: 3 clusters Score -6769002 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6769781.500000 Penalty: 3651.339355
	Iteration 17Q: 3 clusters Score -6769782 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6770396.000000 Penalty: 3651.339355
	Iteration 18Q: 3 clusters Score -6770396 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6770749.000000 Penalty: 3651.339355
	Iteration 19Q: 3 clusters Score -6770749 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6770947.500000 Penalty: 3651.339355
	Iteration 20F: 3 clusters Score -6770948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6771087.000000 Penalty: 3651.339355
	Iteration 21Q: 3 clusters Score -6771087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6771175.000000 Penalty: 3651.339355
	Iteration 22Q: 3 clusters Score -6771175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6771227.000000 Penalty: 3651.339355
	Iteration 23Q: 3 clusters Score -6771227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6771276.500000 Penalty: 3651.339355
	Iteration 24Q: 3 clusters Score -6771276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6771305.000000 Penalty: 3651.339355
	Iteration 25Q: 3 clusters Score -6771305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6771321.500000 Penalty: 3651.339355
	Iteration 26Q: 3 clusters Score -6771322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6771337.000000 Penalty: 3651.339355
	Iteration 27Q: 3 clusters Score -6771337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6771348.000000 Penalty: 3651.339355
	Iteration 28Q: 3 clusters Score -6771348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6771369.000000 Penalty: 3651.339355
	Iteration 29Q: 3 clusters Score -6771369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6771377.500000 Penalty: 3651.339355
	Iteration 30Q: 3 clusters Score -6771378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6771378.500000 Penalty: 3651.339355
	Iteration 31Q: 3 clusters Score -6771378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6771381.000000 Penalty: 3651.339355
	Iteration 32Q: 3 clusters Score -6771381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6771383.500000 Penalty: 3651.339355
	Iteration 33Q: 3 clusters Score -6771384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6771385.000000 Penalty: 3651.339355
	Iteration 34Q: 3 clusters Score -6771385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6771385.000000 Penalty: 3651.339355
	Iteration 35F: 3 clusters Score -6771385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Entering Unmasked Estep 
Score: -3010356.000000 Penalty: 1698.076172
	Iteration 0F: 2 clusters Score -3010356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2987259.000000 Penalty: 3396.152344
	Iteration 0F: 3 clusters Score -2987259 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2996088.000000 Penalty: 3396.152344
	Iteration 1F: 3 clusters Score -2996088 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2996733.000000 Penalty: 3396.152344
	Iteration 2Q: 3 clusters Score -2996733 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2997458.000000 Penalty: 3396.152344
	Iteration 3F: 3 clusters Score -2997458 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2998389.250000 Penalty: 3396.152344
	Iteration 4F: 3 clusters Score -2998389 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2999444.750000 Penalty: 3396.152344
	Iteration 5F: 3 clusters Score -2999445 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3000490.500000 Penalty: 3396.152344
	Iteration 6F: 3 clusters Score -3000490 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3001510.750000 Penalty: 3396.152344
	Iteration 7F: 3 clusters Score -3001511 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3002421.000000 Penalty: 3396.152344
	Iteration 8F: 3 clusters Score -3002421 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3003443.750000 Penalty: 3396.152344
	Iteration 9Q: 3 clusters Score -3003444 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3004532.500000 Penalty: 3396.152344
	Iteration 10Q: 3 clusters Score -3004532 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3005742.750000 Penalty: 3396.152344
	Iteration 11Q: 3 clusters Score -3005743 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3006862.750000 Penalty: 3396.152344
	Iteration 12Q: 3 clusters Score -3006863 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -3007690.000000 Penalty: 3396.152344
	Iteration 13Q: 3 clusters Score -3007690 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3008209.500000 Penalty: 3396.152344
	Iteration 14Q: 3 clusters Score -3008210 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3008483.000000 Penalty: 3396.152344
	Iteration 15Q: 3 clusters Score -3008483 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3008631.750000 Penalty: 3396.152344
	Iteration 16Q: 3 clusters Score -3008632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3008706.500000 Penalty: 3396.152344
	Iteration 17Q: 3 clusters Score -3008706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3008750.250000 Penalty: 3396.152344
	Iteration 18Q: 3 clusters Score -3008750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -3008777.750000 Penalty: 3396.152344
	Iteration 19Q: 3 clusters Score -3008778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -3008801.000000 Penalty: 3396.152344
	Iteration 20F: 3 clusters Score -3008801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3008820.750000 Penalty: 3396.152344
	Iteration 21Q: 3 clusters Score -3008821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3008832.500000 Penalty: 3396.152344
	Iteration 22Q: 3 clusters Score -3008832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3008845.750000 Penalty: 3396.152344
	Iteration 23Q: 3 clusters Score -3008846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3008847.250000 Penalty: 3396.152344
	Iteration 24Q: 3 clusters Score -3008847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3008852.750000 Penalty: 3396.152344
	Iteration 25Q: 3 clusters Score -3008853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3008853.500000 Penalty: 3396.152344
	Iteration 26Q: 3 clusters Score -3008854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3008852.750000 Penalty: 3396.152344
	Iteration 27Q: 3 clusters Score -3008853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3008852.750000 Penalty: 3396.152344
	Iteration 28Q: 3 clusters Score -3008853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3008852.750000 Penalty: 3396.152344
	Iteration 29F: 3 clusters Score -3008853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -365058.031250 Penalty: 1367.679443
	Iteration 0F: 2 clusters Score -365058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -361418.500000 Penalty: 2735.358887
	Iteration 0F: 3 clusters Score -361418.5 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -362473.000000 Penalty: 2735.358887
	Iteration 1F: 3 clusters Score -362473 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -362855.500000 Penalty: 2735.358887
	Iteration 2F: 3 clusters Score -362855.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -363349.062500 Penalty: 2735.358887
	Iteration 3F: 3 clusters Score -363349.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -363786.343750 Penalty: 2735.358887
	Iteration 4F: 3 clusters Score -363786.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -364074.437500 Penalty: 2735.358887
	Iteration 5F: 3 clusters Score -364074.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -364226.593750 Penalty: 2735.358887
	Iteration 6Q: 3 clusters Score -364226.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -364305.468750 Penalty: 2735.358887
	Iteration 7Q: 3 clusters Score -364305.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -364341.656250 Penalty: 2735.358887
	Iteration 8Q: 3 clusters Score -364341.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364360.781250 Penalty: 2735.358887
	Iteration 9Q: 3 clusters Score -364360.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364374.875000 Penalty: 2735.358887
	Iteration 10Q: 3 clusters Score -364374.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -364382.812500 Penalty: 2735.358887
	Iteration 11Q: 3 clusters Score -364382.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -364387.812500 Penalty: 2735.358887
	Iteration 12Q: 3 clusters Score -364387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -364388.437500 Penalty: 2735.358887
	Iteration 13Q: 3 clusters Score -364388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -364390.468750 Penalty: 2735.358887
	Iteration 14Q: 3 clusters Score -364390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -364391.187500 Penalty: 2735.358887
	Iteration 15Q: 3 clusters Score -364391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -364392.031250 Penalty: 2735.358887
	Iteration 16Q: 3 clusters Score -364392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -364392.468750 Penalty: 2735.358887
	Iteration 17Q: 3 clusters Score -364392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -364392.531250 Penalty: 2735.358887
	Iteration 18Q: 3 clusters Score -364392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -364392.125000 Penalty: 2735.358887
	Iteration 19Q: 3 clusters Score -364392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -364392.125000 Penalty: 2735.358887
	Iteration 20F: 3 clusters Score -364392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Entering Unmasked Estep 
Score: -1551909.375000 Penalty: 1591.390137
	Iteration 0F: 2 clusters Score -1551909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1539595.500000 Penalty: 3182.780273
	Iteration 0F: 3 clusters Score -1539596 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1544124.250000 Penalty: 3182.780273
	Iteration 1F: 3 clusters Score -1544124 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1544531.750000 Penalty: 3182.780273
	Iteration 2F: 3 clusters Score -1544532 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1544973.750000 Penalty: 3182.780273
	Iteration 3F: 3 clusters Score -1544974 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1545464.125000 Penalty: 3182.780273
	Iteration 4F: 3 clusters Score -1545464 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1545978.625000 Penalty: 3182.780273
	Iteration 5F: 3 clusters Score -1545979 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1546580.750000 Penalty: 3182.780273
	Iteration 6F: 3 clusters Score -1546581 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1547190.750000 Penalty: 3182.780273
	Iteration 7F: 3 clusters Score -1547191 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1547725.875000 Penalty: 3182.780273
	Iteration 8Q: 3 clusters Score -1547726 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1548231.000000 Penalty: 3182.780273
	Iteration 9Q: 3 clusters Score -1548231 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1548690.750000 Penalty: 3182.780273
	Iteration 10Q: 3 clusters Score -1548691 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1549147.000000 Penalty: 3182.780273
	Iteration 11Q: 3 clusters Score -1549147 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1549526.750000 Penalty: 3182.780273
	Iteration 12Q: 3 clusters Score -1549527 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1549846.750000 Penalty: 3182.780273
	Iteration 13Q: 3 clusters Score -1549847 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1550076.000000 Penalty: 3182.780273
	Iteration 14Q: 3 clusters Score -1550076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1550214.250000 Penalty: 3182.780273
	Iteration 15Q: 3 clusters Score -1550214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1550311.250000 Penalty: 3182.780273
	Iteration 16Q: 3 clusters Score -1550311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1550370.250000 Penalty: 3182.780273
	Iteration 17Q: 3 clusters Score -1550370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1550402.000000 Penalty: 3182.780273
	Iteration 18Q: 3 clusters Score -1550402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1550429.875000 Penalty: 3182.780273
	Iteration 19Q: 3 clusters Score -1550430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1550449.250000 Penalty: 3182.780273
	Iteration 20F: 3 clusters Score -1550449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1550470.875000 Penalty: 3182.780273
	Iteration 21Q: 3 clusters Score -1550471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1550484.625000 Penalty: 3182.780273
	Iteration 22Q: 3 clusters Score -1550485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1550497.625000 Penalty: 3182.780273
	Iteration 23Q: 3 clusters Score -1550498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1550515.750000 Penalty: 3182.780273
	Iteration 24Q: 3 clusters Score -1550516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1550531.875000 Penalty: 3182.780273
	Iteration 25Q: 3 clusters Score -1550532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1550543.125000 Penalty: 3182.780273
	Iteration 26Q: 3 clusters Score -1550543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1550553.125000 Penalty: 3182.780273
	Iteration 27Q: 3 clusters Score -1550553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1550563.375000 Penalty: 3182.780273
	Iteration 28Q: 3 clusters Score -1550563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1550567.375000 Penalty: 3182.780273
	Iteration 29Q: 3 clusters Score -1550567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1550570.250000 Penalty: 3182.780273
	Iteration 30Q: 3 clusters Score -1550570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1550574.375000 Penalty: 3182.780273
	Iteration 31Q: 3 clusters Score -1550574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1550575.125000 Penalty: 3182.780273
	Iteration 32Q: 3 clusters Score -1550575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1550575.750000 Penalty: 3182.780273
	Iteration 33Q: 3 clusters Score -1550576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1550578.750000 Penalty: 3182.780273
	Iteration 34Q: 3 clusters Score -1550579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1550579.625000 Penalty: 3182.780273
	Iteration 35Q: 3 clusters Score -1550580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1550584.125000 Penalty: 3182.780273
	Iteration 36Q: 3 clusters Score -1550584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1550588.125000 Penalty: 3182.780273
	Iteration 37Q: 3 clusters Score -1550588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1550592.125000 Penalty: 3182.780273
	Iteration 38Q: 3 clusters Score -1550592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1550592.125000 Penalty: 3182.780273
	Iteration 39F: 3 clusters Score -1550592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -99408.125000 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -99408.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -97840.265625 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -97840.27 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -98144.851562 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -98144.85 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -98232.789062 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -98232.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -98283.539062 Penalty: 2317.802002
	Iteration 3Q: 3 clusters Score -98283.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -98325.289062 Penalty: 2317.802002
	Iteration 4Q: 3 clusters Score -98325.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98375.812500 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -98375.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -98419.773438 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -98419.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -98468.414062 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -98468.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -98511.984375 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -98511.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -98542.335938 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -98542.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -98570.351562 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -98570.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98602.687500 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -98602.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -98655.554688 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -98655.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -98691.304688 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -98691.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -98715.546875 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -98715.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -98729.046875 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -98729.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -98743.156250 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -98743.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -98758.070312 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -98758.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98770.000000 Penalty: 2317.802002
	Iteration 18Q: 3 clusters Score -98770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -98780.578125 Penalty: 2317.802002
	Iteration 19Q: 3 clusters Score -98780.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -98792.703125 Penalty: 2317.802002
	Iteration 20F: 3 clusters Score -98792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98814.398438 Penalty: 2317.802002
	Iteration 21Q: 3 clusters Score -98814.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -98832.039062 Penalty: 2317.802002
	Iteration 22Q: 3 clusters Score -98832.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -98845.625000 Penalty: 2317.802002
	Iteration 23Q: 3 clusters Score -98845.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -98866.437500 Penalty: 2317.802002
	Iteration 24Q: 3 clusters Score -98866.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -98900.585938 Penalty: 2317.802002
	Iteration 25Q: 3 clusters Score -98900.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -98923.617188 Penalty: 2317.802002
	Iteration 26Q: 3 clusters Score -98923.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -98939.531250 Penalty: 2317.802002
	Iteration 27Q: 3 clusters Score -98939.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -98954.625000 Penalty: 2317.802002
	Iteration 28Q: 3 clusters Score -98954.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -98977.570312 Penalty: 2317.802002
	Iteration 29Q: 3 clusters Score -98977.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98995.679688 Penalty: 2317.802002
	Iteration 30Q: 3 clusters Score -98995.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -99008.500000 Penalty: 2317.802002
	Iteration 31Q: 3 clusters Score -99008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -99012.929688 Penalty: 2317.802002
	Iteration 32Q: 3 clusters Score -99012.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -99013.468750 Penalty: 2317.802002
	Iteration 33Q: 3 clusters Score -99013.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -99013.468750 Penalty: 2317.802002
	Iteration 34F: 3 clusters Score -99013.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Entering Unmasked Estep 
Score: -748285.687500 Penalty: 1491.344971
	Iteration 0F: 2 clusters Score -748285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -741336.750000 Penalty: 2982.689941
	Iteration 0F: 3 clusters Score -741336.8 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -743640.000000 Penalty: 2982.689941
	Iteration 1F: 3 clusters Score -743640 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -743977.125000 Penalty: 2982.689941
	Iteration 2F: 3 clusters Score -743977.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -744318.500000 Penalty: 2982.689941
	Iteration 3F: 3 clusters Score -744318.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -744668.500000 Penalty: 2982.689941
	Iteration 4F: 3 clusters Score -744668.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -745079.875000 Penalty: 2982.689941
	Iteration 5F: 3 clusters Score -745079.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -745528.312500 Penalty: 2982.689941
	Iteration 6F: 3 clusters Score -745528.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -745943.062500 Penalty: 2982.689941
	Iteration 7F: 3 clusters Score -745943.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -746341.875000 Penalty: 2982.689941
	Iteration 8Q: 3 clusters Score -746341.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -746657.062500 Penalty: 2982.689941
	Iteration 9Q: 3 clusters Score -746657.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -746881.250000 Penalty: 2982.689941
	Iteration 10Q: 3 clusters Score -746881.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -747035.625000 Penalty: 2982.689941
	Iteration 11Q: 3 clusters Score -747035.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -747163.812500 Penalty: 2982.689941
	Iteration 12Q: 3 clusters Score -747163.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -747260.000000 Penalty: 2982.689941
	Iteration 13Q: 3 clusters Score -747260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -747333.375000 Penalty: 2982.689941
	Iteration 14Q: 3 clusters Score -747333.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -747385.875000 Penalty: 2982.689941
	Iteration 15Q: 3 clusters Score -747385.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -747416.375000 Penalty: 2982.689941
	Iteration 16Q: 3 clusters Score -747416.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -747442.500000 Penalty: 2982.689941
	Iteration 17Q: 3 clusters Score -747442.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -747467.937500 Penalty: 2982.689941
	Iteration 18Q: 3 clusters Score -747467.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -747487.375000 Penalty: 2982.689941
	Iteration 19Q: 3 clusters Score -747487.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -747510.750000 Penalty: 2982.689941
	Iteration 20F: 3 clusters Score -747510.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -747521.562500 Penalty: 2982.689941
	Iteration 21Q: 3 clusters Score -747521.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -747532.812500 Penalty: 2982.689941
	Iteration 22Q: 3 clusters Score -747532.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -747540.875000 Penalty: 2982.689941
	Iteration 23Q: 3 clusters Score -747540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -747545.500000 Penalty: 2982.689941
	Iteration 24Q: 3 clusters Score -747545.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -747546.687500 Penalty: 2982.689941
	Iteration 25Q: 3 clusters Score -747546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -747548.312500 Penalty: 2982.689941
	Iteration 26Q: 3 clusters Score -747548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -747551.687500 Penalty: 2982.689941
	Iteration 27Q: 3 clusters Score -747551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -747555.125000 Penalty: 2982.689941
	Iteration 28Q: 3 clusters Score -747555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -747558.625000 Penalty: 2982.689941
	Iteration 29Q: 3 clusters Score -747558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -747565.750000 Penalty: 2982.689941
	Iteration 30Q: 3 clusters Score -747565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -747572.875000 Penalty: 2982.689941
	Iteration 31Q: 3 clusters Score -747572.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -747579.375000 Penalty: 2982.689941
	Iteration 32Q: 3 clusters Score -747579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -747584.812500 Penalty: 2982.689941
	Iteration 33Q: 3 clusters Score -747584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -747586.875000 Penalty: 2982.689941
	Iteration 34Q: 3 clusters Score -747586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -747589.187500 Penalty: 2982.689941
	Iteration 35Q: 3 clusters Score -747589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -747593.312500 Penalty: 2982.689941
	Iteration 36Q: 3 clusters Score -747593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -747593.625000 Penalty: 2982.689941
	Iteration 37Q: 3 clusters Score -747593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -747593.625000 Penalty: 2982.689941
	Iteration 38F: 3 clusters Score -747593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -265074.875000 Penalty: 1307.303833
	Iteration 0F: 2 clusters Score -265074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262314.968750 Penalty: 2614.607666
	Iteration 0F: 3 clusters Score -262315 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -263076.343750 Penalty: 2614.607666
	Iteration 1F: 3 clusters Score -263076.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -263293.718750 Penalty: 2614.607666
	Iteration 2F: 3 clusters Score -263293.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -263533.062500 Penalty: 2614.607666
	Iteration 3F: 3 clusters Score -263533.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -263739.312500 Penalty: 2614.607666
	Iteration 4F: 3 clusters Score -263739.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263943.375000 Penalty: 2614.607666
	Iteration 5F: 3 clusters Score -263943.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264128.343750 Penalty: 2614.607666
	Iteration 6F: 3 clusters Score -264128.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264255.281250 Penalty: 2614.607666
	Iteration 7F: 3 clusters Score -264255.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -264352.656250 Penalty: 2614.607666
	Iteration 8Q: 3 clusters Score -264352.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -264430.468750 Penalty: 2614.607666
	Iteration 9Q: 3 clusters Score -264430.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -264492.843750 Penalty: 2614.607666
	Iteration 10Q: 3 clusters Score -264492.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -264543.093750 Penalty: 2614.607666
	Iteration 11Q: 3 clusters Score -264543.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -264582.812500 Penalty: 2614.607666
	Iteration 12Q: 3 clusters Score -264582.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -264603.843750 Penalty: 2614.607666
	Iteration 13Q: 3 clusters Score -264603.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -264618.656250 Penalty: 2614.607666
	Iteration 14Q: 3 clusters Score -264618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -264628.125000 Penalty: 2614.607666
	Iteration 15Q: 3 clusters Score -264628.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -264637.718750 Penalty: 2614.607666
	Iteration 16Q: 3 clusters Score -264637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -264644.062500 Penalty: 2614.607666
	Iteration 17Q: 3 clusters Score -264644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -264649.343750 Penalty: 2614.607666
	Iteration 18Q: 3 clusters Score -264649.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -264655.593750 Penalty: 2614.607666
	Iteration 19Q: 3 clusters Score -264655.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -264659.781250 Penalty: 2614.607666
	Iteration 20F: 3 clusters Score -264659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -264663.750000 Penalty: 2614.607666
	Iteration 21Q: 3 clusters Score -264663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -264665.906250 Penalty: 2614.607666
	Iteration 22Q: 3 clusters Score -264665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -264666.593750 Penalty: 2614.607666
	Iteration 23Q: 3 clusters Score -264666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -264667.093750 Penalty: 2614.607666
	Iteration 24Q: 3 clusters Score -264667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -264667.093750 Penalty: 2614.607666
	Iteration 25F: 3 clusters Score -264667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -279366.500000 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -279366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -276422.937500 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -276422.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -277164.375000 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -277164.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -277388.281250 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -277388.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -277538.906250 Penalty: 2636.181641
	Iteration 3F: 3 clusters Score -277538.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -277634.062500 Penalty: 2636.181641
	Iteration 4Q: 3 clusters Score -277634.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -277716.625000 Penalty: 2636.181641
	Iteration 5Q: 3 clusters Score -277716.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -277783.406250 Penalty: 2636.181641
	Iteration 6Q: 3 clusters Score -277783.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -277853.781250 Penalty: 2636.181641
	Iteration 7Q: 3 clusters Score -277853.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -277924.906250 Penalty: 2636.181641
	Iteration 8Q: 3 clusters Score -277924.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277995.906250 Penalty: 2636.181641
	Iteration 9Q: 3 clusters Score -277995.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -278071.062500 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -278071.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -278141.218750 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -278141.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -278227.343750 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -278227.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -278282.593750 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -278282.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -278326.718750 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -278326.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -278355.562500 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -278355.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -278375.500000 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -278375.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -278387.656250 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -278387.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -278397.968750 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -278398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -278402.718750 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -278402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -278406.468750 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -278406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -278409.937500 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -278409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -278415.343750 Penalty: 2636.181641
	Iteration 22Q: 3 clusters Score -278415.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -278422.031250 Penalty: 2636.181641
	Iteration 23Q: 3 clusters Score -278422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -278429.312500 Penalty: 2636.181641
	Iteration 24Q: 3 clusters Score -278429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -278435.187500 Penalty: 2636.181641
	Iteration 25Q: 3 clusters Score -278435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -278441.000000 Penalty: 2636.181641
	Iteration 26Q: 3 clusters Score -278441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -278447.093750 Penalty: 2636.181641
	Iteration 27Q: 3 clusters Score -278447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -278453.468750 Penalty: 2636.181641
	Iteration 28Q: 3 clusters Score -278453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -278459.500000 Penalty: 2636.181641
	Iteration 29Q: 3 clusters Score -278459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -278462.937500 Penalty: 2636.181641
	Iteration 30Q: 3 clusters Score -278462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -278467.156250 Penalty: 2636.181641
	Iteration 31Q: 3 clusters Score -278467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -278471.125000 Penalty: 2636.181641
	Iteration 32Q: 3 clusters Score -278471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -278473.656250 Penalty: 2636.181641
	Iteration 33Q: 3 clusters Score -278473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -278477.250000 Penalty: 2636.181641
	Iteration 34Q: 3 clusters Score -278477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -278478.875000 Penalty: 2636.181641
	Iteration 35Q: 3 clusters Score -278478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -278481.562500 Penalty: 2636.181641
	Iteration 36Q: 3 clusters Score -278481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -278484.031250 Penalty: 2636.181641
	Iteration 37Q: 3 clusters Score -278484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -278485.312500 Penalty: 2636.181641
	Iteration 38Q: 3 clusters Score -278485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -278488.750000 Penalty: 2636.181641
	Iteration 39Q: 3 clusters Score -278488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -278490.625000 Penalty: 2636.181641
	Iteration 40F: 3 clusters Score -278490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278491.000000 Penalty: 2636.181641
	Iteration 41Q: 3 clusters Score -278491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -278493.531250 Penalty: 2636.181641
	Iteration 42Q: 3 clusters Score -278493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -278498.156250 Penalty: 2636.181641
	Iteration 43Q: 3 clusters Score -278498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278508.343750 Penalty: 2636.181641
	Iteration 44Q: 3 clusters Score -278508.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278520.093750 Penalty: 2636.181641
	Iteration 45Q: 3 clusters Score -278520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -278528.250000 Penalty: 2636.181641
	Iteration 46Q: 3 clusters Score -278528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -278539.031250 Penalty: 2636.181641
	Iteration 47Q: 3 clusters Score -278539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -278543.593750 Penalty: 2636.181641
	Iteration 48Q: 3 clusters Score -278543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -278546.250000 Penalty: 2636.181641
	Iteration 49Q: 3 clusters Score -278546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -278547.250000 Penalty: 2636.181641
	Iteration 50Q: 3 clusters Score -278547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -278548.437500 Penalty: 2636.181641
	Iteration 51Q: 3 clusters Score -278548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -278548.656250 Penalty: 2636.181641
	Iteration 52Q: 3 clusters Score -278548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -278548.656250 Penalty: 2636.181641
	Iteration 53F: 3 clusters Score -278548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Entering Unmasked Estep 
Score: -3362763.750000 Penalty: 1714.666504
	Iteration 0F: 2 clusters Score -3362764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3337177.750000 Penalty: 3429.333008
	Iteration 0F: 3 clusters Score -3337178 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3347109.500000 Penalty: 3429.333008
	Iteration 1F: 3 clusters Score -3347110 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3347607.250000 Penalty: 3429.333008
	Iteration 2Q: 3 clusters Score -3347607 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3348275.750000 Penalty: 3429.333008
	Iteration 3Q: 3 clusters Score -3348276 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3349077.250000 Penalty: 3429.333008
	Iteration 4Q: 3 clusters Score -3349077 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3349932.750000 Penalty: 3429.333008
	Iteration 5Q: 3 clusters Score -3349933 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3350879.250000 Penalty: 3429.333008
	Iteration 6Q: 3 clusters Score -3350879 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3351751.500000 Penalty: 3429.333008
	Iteration 7Q: 3 clusters Score -3351752 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3352496.000000 Penalty: 3429.333008
	Iteration 8Q: 3 clusters Score -3352496 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3353118.500000 Penalty: 3429.333008
	Iteration 9Q: 3 clusters Score -3353118 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3353688.500000 Penalty: 3429.333008
	Iteration 10Q: 3 clusters Score -3353688 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3354196.750000 Penalty: 3429.333008
	Iteration 11Q: 3 clusters Score -3354197 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3354652.750000 Penalty: 3429.333008
	Iteration 12Q: 3 clusters Score -3354653 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3355057.000000 Penalty: 3429.333008
	Iteration 13Q: 3 clusters Score -3355057 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3355384.500000 Penalty: 3429.333008
	Iteration 14Q: 3 clusters Score -3355384 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3355672.250000 Penalty: 3429.333008
	Iteration 15Q: 3 clusters Score -3355672 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3355919.500000 Penalty: 3429.333008
	Iteration 16Q: 3 clusters Score -3355920 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3356136.750000 Penalty: 3429.333008
	Iteration 17Q: 3 clusters Score -3356137 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3356357.000000 Penalty: 3429.333008
	Iteration 18Q: 3 clusters Score -3356357 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3356555.250000 Penalty: 3429.333008
	Iteration 19Q: 3 clusters Score -3356555 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3356768.500000 Penalty: 3429.333008
	Iteration 20F: 3 clusters Score -3356768 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3357022.750000 Penalty: 3429.333008
	Iteration 21Q: 3 clusters Score -3357023 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3357336.000000 Penalty: 3429.333008
	Iteration 22Q: 3 clusters Score -3357336 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3357598.000000 Penalty: 3429.333008
	Iteration 23Q: 3 clusters Score -3357598 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3357854.000000 Penalty: 3429.333008
	Iteration 24Q: 3 clusters Score -3357854 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3358101.750000 Penalty: 3429.333008
	Iteration 25Q: 3 clusters Score -3358102 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3358278.250000 Penalty: 3429.333008
	Iteration 26Q: 3 clusters Score -3358278 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3358432.750000 Penalty: 3429.333008
	Iteration 27Q: 3 clusters Score -3358433 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3358592.500000 Penalty: 3429.333008
	Iteration 28Q: 3 clusters Score -3358592 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3358711.250000 Penalty: 3429.333008
	Iteration 29Q: 3 clusters Score -3358711 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3358856.500000 Penalty: 3429.333008
	Iteration 30Q: 3 clusters Score -3358856 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3359028.750000 Penalty: 3429.333008
	Iteration 31Q: 3 clusters Score -3359029 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3359187.750000 Penalty: 3429.333008
	Iteration 32Q: 3 clusters Score -3359188 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3359366.250000 Penalty: 3429.333008
	Iteration 33Q: 3 clusters Score -3359366 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3359523.250000 Penalty: 3429.333008
	Iteration 34Q: 3 clusters Score -3359523 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3359698.750000 Penalty: 3429.333008
	Iteration 35Q: 3 clusters Score -3359699 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3359856.750000 Penalty: 3429.333008
	Iteration 36Q: 3 clusters Score -3359857 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3360000.750000 Penalty: 3429.333008
	Iteration 37Q: 3 clusters Score -3360001 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3360147.000000 Penalty: 3429.333008
	Iteration 38Q: 3 clusters Score -3360147 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3360281.500000 Penalty: 3429.333008
	Iteration 39Q: 3 clusters Score -3360282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3360421.750000 Penalty: 3429.333008
	Iteration 40F: 3 clusters Score -3360422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3360536.750000 Penalty: 3429.333008
	Iteration 41Q: 3 clusters Score -3360537 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3360637.500000 Penalty: 3429.333008
	Iteration 42Q: 3 clusters Score -3360638 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3360731.000000 Penalty: 3429.333008
	Iteration 43Q: 3 clusters Score -3360731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3360794.500000 Penalty: 3429.333008
	Iteration 44Q: 3 clusters Score -3360794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3360854.750000 Penalty: 3429.333008
	Iteration 45Q: 3 clusters Score -3360855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3360905.750000 Penalty: 3429.333008
	Iteration 46Q: 3 clusters Score -3360906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3360965.500000 Penalty: 3429.333008
	Iteration 47Q: 3 clusters Score -3360966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3360997.500000 Penalty: 3429.333008
	Iteration 48Q: 3 clusters Score -3360998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3361036.500000 Penalty: 3429.333008
	Iteration 49Q: 3 clusters Score -3361036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3361082.750000 Penalty: 3429.333008
	Iteration 50Q: 3 clusters Score -3361083 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3361103.750000 Penalty: 3429.333008
	Iteration 51Q: 3 clusters Score -3361104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3361124.500000 Penalty: 3429.333008
	Iteration 52Q: 3 clusters Score -3361124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3361144.250000 Penalty: 3429.333008
	Iteration 53Q: 3 clusters Score -3361144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3361167.500000 Penalty: 3429.333008
	Iteration 54Q: 3 clusters Score -3361168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3361179.000000 Penalty: 3429.333008
	Iteration 55Q: 3 clusters Score -3361179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3361194.000000 Penalty: 3429.333008
	Iteration 56Q: 3 clusters Score -3361194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3361207.500000 Penalty: 3429.333008
	Iteration 57Q: 3 clusters Score -3361208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3361217.250000 Penalty: 3429.333008
	Iteration 58Q: 3 clusters Score -3361217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3361233.500000 Penalty: 3429.333008
	Iteration 59Q: 3 clusters Score -3361234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3361264.500000 Penalty: 3429.333008
	Iteration 60F: 3 clusters Score -3361264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3361297.000000 Penalty: 3429.333008
	Iteration 61Q: 3 clusters Score -3361297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3361313.250000 Penalty: 3429.333008
	Iteration 62Q: 3 clusters Score -3361313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3361328.250000 Penalty: 3429.333008
	Iteration 63Q: 3 clusters Score -3361328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3361331.250000 Penalty: 3429.333008
	Iteration 64Q: 3 clusters Score -3361331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3361338.750000 Penalty: 3429.333008
	Iteration 65Q: 3 clusters Score -3361339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3361355.250000 Penalty: 3429.333008
	Iteration 66Q: 3 clusters Score -3361355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3361371.750000 Penalty: 3429.333008
	Iteration 67Q: 3 clusters Score -3361372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3361381.500000 Penalty: 3429.333008
	Iteration 68Q: 3 clusters Score -3361382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3361385.500000 Penalty: 3429.333008
	Iteration 69Q: 3 clusters Score -3361386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3361389.250000 Penalty: 3429.333008
	Iteration 70Q: 3 clusters Score -3361389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3361388.750000 Penalty: 3429.333008
	Iteration 71Q: 3 clusters Score -3361389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3361393.250000 Penalty: 3429.333008
	Iteration 72Q: 3 clusters Score -3361393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3361390.250000 Penalty: 3429.333008
	Iteration 73Q: 3 clusters Score -3361390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3361393.000000 Penalty: 3429.333008
	Iteration 74Q: 3 clusters Score -3361393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3361390.750000 Penalty: 3429.333008
	Iteration 75Q: 3 clusters Score -3361391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3361389.750000 Penalty: 3429.333008
	Iteration 76Q: 3 clusters Score -3361390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3361394.750000 Penalty: 3429.333008
	Iteration 77Q: 3 clusters Score -3361395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3361394.750000 Penalty: 3429.333008
	Iteration 78F: 3 clusters Score -3361395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -136741.500000 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -136741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -134595.265625 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -134595.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -135158.968750 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -135159 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -135390.375000 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -135390.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -135666.750000 Penalty: 2480.372803
	Iteration 3F: 3 clusters Score -135666.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -135934.453125 Penalty: 2480.372803
	Iteration 4F: 3 clusters Score -135934.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -136090.890625 Penalty: 2480.372803
	Iteration 5F: 3 clusters Score -136090.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -136224.578125 Penalty: 2480.372803
	Iteration 6F: 3 clusters Score -136224.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -136374.703125 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -136374.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -136504.265625 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -136504.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136601.843750 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -136601.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136647.328125 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -136647.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136671.812500 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -136671.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136687.156250 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -136687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -136698.625000 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -136698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136706.062500 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -136706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -136711.609375 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -136711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -136715.015625 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -136715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -136715.562500 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -136715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -136715.968750 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -136716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -136716.406250 Penalty: 2480.372803
	Iteration 19Q: 3 clusters Score -136716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -136716.406250 Penalty: 2480.372803
	Iteration 20F: 3 clusters Score -136716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -128019.789062 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -128019.8 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 844 members 
Entering Unmasked Estep 
Score: -126151.289062 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -126151.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -126648.601562 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -126648.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126838.617188 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -126838.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -126959.773438 Penalty: 2413.435059
	Iteration 3F: 3 clusters Score -126959.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127068.835938 Penalty: 2413.435059
	Iteration 4F: 3 clusters Score -127068.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -127148.523438 Penalty: 2413.435059
	Iteration 5Q: 3 clusters Score -127148.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127222.421875 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -127222.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127263.421875 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -127263.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127293.953125 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -127294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127325.218750 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -127325.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127350.210938 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -127350.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127372.492188 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -127372.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127390.460938 Penalty: 2413.435059
	Iteration 12Q: 3 clusters Score -127390.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127403.828125 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -127403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127409.656250 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -127409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127418.335938 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -127418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127429.625000 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -127429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127434.867188 Penalty: 2413.435059
	Iteration 17Q: 3 clusters Score -127434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127439.984375 Penalty: 2413.435059
	Iteration 18Q: 3 clusters Score -127440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127445.453125 Penalty: 2413.435059
	Iteration 19Q: 3 clusters Score -127445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127448.992188 Penalty: 2413.435059
	Iteration 20F: 3 clusters Score -127449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -127451.515625 Penalty: 2413.435059
	Iteration 21Q: 3 clusters Score -127451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127451.664062 Penalty: 2413.435059
	Iteration 22Q: 3 clusters Score -127451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127451.664062 Penalty: 2413.435059
	Iteration 23F: 3 clusters Score -127451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -84683.695312 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -84683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83155.085938 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -83155.09 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83437.593750 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -83437.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -83537.070312 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -83537.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83593.367188 Penalty: 2277.764160
	Iteration 3Q: 3 clusters Score -83593.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83643.609375 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -83643.61 nChanged 30
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: -83677.187500 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -83677.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -83695.976562 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -83695.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83706.671875 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -83706.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -83716.531250 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -83716.53 nChanged 5
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: -83721.078125 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -83721.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83724.695312 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -83724.7 nChanged 3
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: -83727.359375 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -83727.36 nChanged 4
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: -83734.335938 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -83734.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83742.335938 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -83742.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83747.140625 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -83747.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83748.679688 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -83748.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83749.898438 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -83749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83750.273438 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -83750.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83750.273438 Penalty: 2277.764160
	Iteration 18F: 3 clusters Score -83750.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -294822.312500 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -294822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -291668.062500 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -291668.1 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -292562.625000 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -292562.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292773.593750 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -292773.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -292916.531250 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -292916.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -293011.625000 Penalty: 2672.765869
	Iteration 4Q: 3 clusters Score -293011.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -293095.500000 Penalty: 2672.765869
	Iteration 5Q: 3 clusters Score -293095.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -293158.562500 Penalty: 2672.765869
	Iteration 6Q: 3 clusters Score -293158.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -293209.875000 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -293209.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -293258.906250 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -293258.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -293303.500000 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -293303.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -293347.812500 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -293347.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -293395.531250 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -293395.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293436.781250 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -293436.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -293468.843750 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -293468.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -293504.000000 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -293504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -293550.625000 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -293550.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -293597.375000 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -293597.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -293629.625000 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -293629.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293660.468750 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -293660.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293681.218750 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -293681.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -293701.156250 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -293701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -293722.125000 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -293722.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -293751.437500 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -293751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -293777.937500 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -293777.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -293795.593750 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -293795.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -293806.812500 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -293806.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -293814.906250 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -293814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -293821.593750 Penalty: 2672.765869
	Iteration 27Q: 3 clusters Score -293821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -293828.312500 Penalty: 2672.765869
	Iteration 28Q: 3 clusters Score -293828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -293831.062500 Penalty: 2672.765869
	Iteration 29Q: 3 clusters Score -293831.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -293837.656250 Penalty: 2672.765869
	Iteration 30Q: 3 clusters Score -293837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -293845.625000 Penalty: 2672.765869
	Iteration 31Q: 3 clusters Score -293845.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293857.031250 Penalty: 2672.765869
	Iteration 32Q: 3 clusters Score -293857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293866.437500 Penalty: 2672.765869
	Iteration 33Q: 3 clusters Score -293866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -293875.375000 Penalty: 2672.765869
	Iteration 34Q: 3 clusters Score -293875.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -293891.812500 Penalty: 2672.765869
	Iteration 35Q: 3 clusters Score -293891.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -293901.906250 Penalty: 2672.765869
	Iteration 36Q: 3 clusters Score -293901.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -293913.937500 Penalty: 2672.765869
	Iteration 37Q: 3 clusters Score -293913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -293930.656250 Penalty: 2672.765869
	Iteration 38Q: 3 clusters Score -293930.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -293955.687500 Penalty: 2672.765869
	Iteration 39Q: 3 clusters Score -293955.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293980.937500 Penalty: 2672.765869
	Iteration 40F: 3 clusters Score -293980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -293989.656250 Penalty: 2672.765869
	Iteration 41Q: 3 clusters Score -293989.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -293996.625000 Penalty: 2672.765869
	Iteration 42Q: 3 clusters Score -293996.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -294004.218750 Penalty: 2672.765869
	Iteration 43Q: 3 clusters Score -294004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -294014.125000 Penalty: 2672.765869
	Iteration 44Q: 3 clusters Score -294014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294017.125000 Penalty: 2672.765869
	Iteration 45Q: 3 clusters Score -294017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -294021.187500 Penalty: 2672.765869
	Iteration 46Q: 3 clusters Score -294021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -294023.062500 Penalty: 2672.765869
	Iteration 47Q: 3 clusters Score -294023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294023.781250 Penalty: 2672.765869
	Iteration 48Q: 3 clusters Score -294023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294025.125000 Penalty: 2672.765869
	Iteration 49Q: 3 clusters Score -294025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -294025.281250 Penalty: 2672.765869
	Iteration 50Q: 3 clusters Score -294025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294025.656250 Penalty: 2672.765869
	Iteration 51Q: 3 clusters Score -294025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294025.656250 Penalty: 2672.765869
	Iteration 52F: 3 clusters Score -294025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Entering Unmasked Estep 
Score: -2359972.000000 Penalty: 1657.884888
	Iteration 0F: 2 clusters Score -2359972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2341781.500000 Penalty: 3315.769775
	Iteration 0F: 3 clusters Score -2341782 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2348723.500000 Penalty: 3315.769775
	Iteration 1F: 3 clusters Score -2348724 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2349116.750000 Penalty: 3315.769775
	Iteration 2Q: 3 clusters Score -2349117 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2349500.500000 Penalty: 3315.769775
	Iteration 3Q: 3 clusters Score -2349500 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2349946.250000 Penalty: 3315.769775
	Iteration 4Q: 3 clusters Score -2349946 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2350438.000000 Penalty: 3315.769775
	Iteration 5Q: 3 clusters Score -2350438 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2351096.250000 Penalty: 3315.769775
	Iteration 6Q: 3 clusters Score -2351096 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2351972.250000 Penalty: 3315.769775
	Iteration 7F: 3 clusters Score -2351972 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2353079.000000 Penalty: 3315.769775
	Iteration 8F: 3 clusters Score -2353079 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2354295.000000 Penalty: 3315.769775
	Iteration 9F: 3 clusters Score -2354295 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2355457.500000 Penalty: 3315.769775
	Iteration 10F: 3 clusters Score -2355458 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2356517.000000 Penalty: 3315.769775
	Iteration 11Q: 3 clusters Score -2356517 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2357354.750000 Penalty: 3315.769775
	Iteration 12Q: 3 clusters Score -2357355 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -2357889.500000 Penalty: 3315.769775
	Iteration 13Q: 3 clusters Score -2357890 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2358178.000000 Penalty: 3315.769775
	Iteration 14Q: 3 clusters Score -2358178 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2358328.750000 Penalty: 3315.769775
	Iteration 15Q: 3 clusters Score -2358329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2358415.750000 Penalty: 3315.769775
	Iteration 16Q: 3 clusters Score -2358416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2358465.000000 Penalty: 3315.769775
	Iteration 17Q: 3 clusters Score -2358465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2358507.750000 Penalty: 3315.769775
	Iteration 18Q: 3 clusters Score -2358508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2358527.000000 Penalty: 3315.769775
	Iteration 19Q: 3 clusters Score -2358527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2358543.500000 Penalty: 3315.769775
	Iteration 20F: 3 clusters Score -2358544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2358552.000000 Penalty: 3315.769775
	Iteration 21Q: 3 clusters Score -2358552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2358557.500000 Penalty: 3315.769775
	Iteration 22Q: 3 clusters Score -2358558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -2358563.750000 Penalty: 3315.769775
	Iteration 23Q: 3 clusters Score -2358564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -2358568.750000 Penalty: 3315.769775
	Iteration 24Q: 3 clusters Score -2358569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2358577.500000 Penalty: 3315.769775
	Iteration 25Q: 3 clusters Score -2358578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -2358578.750000 Penalty: 3315.769775
	Iteration 26Q: 3 clusters Score -2358579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -2358577.750000 Penalty: 3315.769775
	Iteration 27Q: 3 clusters Score -2358578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2358579.500000 Penalty: 3315.769775
	Iteration 28Q: 3 clusters Score -2358580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2358579.500000 Penalty: 3315.769775
	Iteration 29F: 3 clusters Score -2358580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -229934.875000 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -229934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227330.656250 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -227330.7 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -228119.531250 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -228119.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -228453.656250 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -228453.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -228676.468750 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -228676.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -228809.156250 Penalty: 2582.535645
	Iteration 4F: 3 clusters Score -228809.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -228884.000000 Penalty: 2582.535645
	Iteration 5Q: 3 clusters Score -228884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -228940.906250 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -228940.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -228987.562500 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -228987.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -229020.531250 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -229020.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -229043.812500 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -229043.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -229064.515625 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -229064.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -229086.609375 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -229086.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -229112.218750 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -229112.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -229147.906250 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -229147.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -229178.765625 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -229178.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -229213.984375 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -229214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -229248.890625 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -229248.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -229277.515625 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -229277.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -229290.171875 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -229290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -229298.281250 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -229298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -229304.953125 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -229305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -229310.031250 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -229310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -229313.078125 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -229313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -229317.312500 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -229317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229322.437500 Penalty: 2582.535645
	Iteration 24Q: 3 clusters Score -229322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -229326.812500 Penalty: 2582.535645
	Iteration 25Q: 3 clusters Score -229326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -229331.359375 Penalty: 2582.535645
	Iteration 26Q: 3 clusters Score -229331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -229335.250000 Penalty: 2582.535645
	Iteration 27Q: 3 clusters Score -229335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -229338.562500 Penalty: 2582.535645
	Iteration 28Q: 3 clusters Score -229338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -229341.281250 Penalty: 2582.535645
	Iteration 29Q: 3 clusters Score -229341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -229344.750000 Penalty: 2582.535645
	Iteration 30Q: 3 clusters Score -229344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -229347.515625 Penalty: 2582.535645
	Iteration 31Q: 3 clusters Score -229347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -229349.062500 Penalty: 2582.535645
	Iteration 32Q: 3 clusters Score -229349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -229349.718750 Penalty: 2582.535645
	Iteration 33Q: 3 clusters Score -229349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -229353.015625 Penalty: 2582.535645
	Iteration 34Q: 3 clusters Score -229353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -229367.187500 Penalty: 2582.535645
	Iteration 35Q: 3 clusters Score -229367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -229384.796875 Penalty: 2582.535645
	Iteration 36Q: 3 clusters Score -229384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -229398.109375 Penalty: 2582.535645
	Iteration 37Q: 3 clusters Score -229398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -229427.625000 Penalty: 2582.535645
	Iteration 38Q: 3 clusters Score -229427.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -229454.609375 Penalty: 2582.535645
	Iteration 39Q: 3 clusters Score -229454.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -229479.093750 Penalty: 2582.535645
	Iteration 40F: 3 clusters Score -229479.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -229512.500000 Penalty: 2582.535645
	Iteration 41Q: 3 clusters Score -229512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -229545.203125 Penalty: 2582.535645
	Iteration 42Q: 3 clusters Score -229545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -229585.500000 Penalty: 2582.535645
	Iteration 43Q: 3 clusters Score -229585.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -229614.640625 Penalty: 2582.535645
	Iteration 44Q: 3 clusters Score -229614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -229633.437500 Penalty: 2582.535645
	Iteration 45Q: 3 clusters Score -229633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -229651.531250 Penalty: 2582.535645
	Iteration 46Q: 3 clusters Score -229651.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -229666.375000 Penalty: 2582.535645
	Iteration 47Q: 3 clusters Score -229666.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -229685.937500 Penalty: 2582.535645
	Iteration 48Q: 3 clusters Score -229685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -229695.406250 Penalty: 2582.535645
	Iteration 49Q: 3 clusters Score -229695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -229698.750000 Penalty: 2582.535645
	Iteration 50Q: 3 clusters Score -229698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -229701.453125 Penalty: 2582.535645
	Iteration 51Q: 3 clusters Score -229701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -229703.125000 Penalty: 2582.535645
	Iteration 52Q: 3 clusters Score -229703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -229704.718750 Penalty: 2582.535645
	Iteration 53Q: 3 clusters Score -229704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -229704.750000 Penalty: 2582.535645
	Iteration 54Q: 3 clusters Score -229704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -229705.421875 Penalty: 2582.535645
	Iteration 55Q: 3 clusters Score -229705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -229707.312500 Penalty: 2582.535645
	Iteration 56Q: 3 clusters Score -229707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -229707.125000 Penalty: 2582.535645
	Iteration 57Q: 3 clusters Score -229707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -229708.359375 Penalty: 2582.535645
	Iteration 58Q: 3 clusters Score -229708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -229710.031250 Penalty: 2582.535645
	Iteration 59Q: 3 clusters Score -229710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -229711.609375 Penalty: 2582.535645
	Iteration 60F: 3 clusters Score -229711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -426919.843750 Penalty: 1384.141357
	Iteration 0F: 2 clusters Score -426919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -422935.343750 Penalty: 2768.282715
	Iteration 0F: 3 clusters Score -422935.3 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -424084.343750 Penalty: 2768.282715
	Iteration 1F: 3 clusters Score -424084.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -424298.937500 Penalty: 2768.282715
	Iteration 2F: 3 clusters Score -424298.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -424440.062500 Penalty: 2768.282715
	Iteration 3F: 3 clusters Score -424440.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -424536.000000 Penalty: 2768.282715
	Iteration 4Q: 3 clusters Score -424536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -424611.187500 Penalty: 2768.282715
	Iteration 5Q: 3 clusters Score -424611.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -424672.531250 Penalty: 2768.282715
	Iteration 6Q: 3 clusters Score -424672.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -424731.625000 Penalty: 2768.282715
	Iteration 7Q: 3 clusters Score -424731.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -424786.343750 Penalty: 2768.282715
	Iteration 8Q: 3 clusters Score -424786.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -424828.218750 Penalty: 2768.282715
	Iteration 9Q: 3 clusters Score -424828.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -424866.468750 Penalty: 2768.282715
	Iteration 10Q: 3 clusters Score -424866.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -424898.031250 Penalty: 2768.282715
	Iteration 11Q: 3 clusters Score -424898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -424926.562500 Penalty: 2768.282715
	Iteration 12Q: 3 clusters Score -424926.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -424951.000000 Penalty: 2768.282715
	Iteration 13Q: 3 clusters Score -424951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -424984.156250 Penalty: 2768.282715
	Iteration 14Q: 3 clusters Score -424984.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -425021.125000 Penalty: 2768.282715
	Iteration 15Q: 3 clusters Score -425021.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -425051.500000 Penalty: 2768.282715
	Iteration 16Q: 3 clusters Score -425051.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -425083.562500 Penalty: 2768.282715
	Iteration 17Q: 3 clusters Score -425083.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -425124.125000 Penalty: 2768.282715
	Iteration 18Q: 3 clusters Score -425124.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -425161.781250 Penalty: 2768.282715
	Iteration 19Q: 3 clusters Score -425161.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -425196.468750 Penalty: 2768.282715
	Iteration 20F: 3 clusters Score -425196.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -425228.875000 Penalty: 2768.282715
	Iteration 21Q: 3 clusters Score -425228.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -425264.281250 Penalty: 2768.282715
	Iteration 22Q: 3 clusters Score -425264.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -425299.343750 Penalty: 2768.282715
	Iteration 23Q: 3 clusters Score -425299.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -425335.468750 Penalty: 2768.282715
	Iteration 24Q: 3 clusters Score -425335.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -425361.750000 Penalty: 2768.282715
	Iteration 25Q: 3 clusters Score -425361.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -425383.781250 Penalty: 2768.282715
	Iteration 26Q: 3 clusters Score -425383.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -425404.656250 Penalty: 2768.282715
	Iteration 27Q: 3 clusters Score -425404.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -425426.125000 Penalty: 2768.282715
	Iteration 28Q: 3 clusters Score -425426.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -425442.062500 Penalty: 2768.282715
	Iteration 29Q: 3 clusters Score -425442.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -425455.656250 Penalty: 2768.282715
	Iteration 30Q: 3 clusters Score -425455.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -425466.968750 Penalty: 2768.282715
	Iteration 31Q: 3 clusters Score -425467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -425477.937500 Penalty: 2768.282715
	Iteration 32Q: 3 clusters Score -425477.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -425488.781250 Penalty: 2768.282715
	Iteration 33Q: 3 clusters Score -425488.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -425499.406250 Penalty: 2768.282715
	Iteration 34Q: 3 clusters Score -425499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -425508.218750 Penalty: 2768.282715
	Iteration 35Q: 3 clusters Score -425508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -425521.843750 Penalty: 2768.282715
	Iteration 36Q: 3 clusters Score -425521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -425529.343750 Penalty: 2768.282715
	Iteration 37Q: 3 clusters Score -425529.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -425538.875000 Penalty: 2768.282715
	Iteration 38Q: 3 clusters Score -425538.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -425548.281250 Penalty: 2768.282715
	Iteration 39Q: 3 clusters Score -425548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -425556.593750 Penalty: 2768.282715
	Iteration 40F: 3 clusters Score -425556.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -425566.406250 Penalty: 2768.282715
	Iteration 41Q: 3 clusters Score -425566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -425574.312500 Penalty: 2768.282715
	Iteration 42Q: 3 clusters Score -425574.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -425581.593750 Penalty: 2768.282715
	Iteration 43Q: 3 clusters Score -425581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -425591.437500 Penalty: 2768.282715
	Iteration 44Q: 3 clusters Score -425591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -425602.031250 Penalty: 2768.282715
	Iteration 45Q: 3 clusters Score -425602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -425612.156250 Penalty: 2768.282715
	Iteration 46Q: 3 clusters Score -425612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -425623.218750 Penalty: 2768.282715
	Iteration 47Q: 3 clusters Score -425623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -425632.937500 Penalty: 2768.282715
	Iteration 48Q: 3 clusters Score -425632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -425640.281250 Penalty: 2768.282715
	Iteration 49Q: 3 clusters Score -425640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -425646.593750 Penalty: 2768.282715
	Iteration 50Q: 3 clusters Score -425646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -425652.718750 Penalty: 2768.282715
	Iteration 51Q: 3 clusters Score -425652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -425660.125000 Penalty: 2768.282715
	Iteration 52Q: 3 clusters Score -425660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -425669.218750 Penalty: 2768.282715
	Iteration 53Q: 3 clusters Score -425669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -425676.906250 Penalty: 2768.282715
	Iteration 54Q: 3 clusters Score -425676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -425682.468750 Penalty: 2768.282715
	Iteration 55Q: 3 clusters Score -425682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -425687.437500 Penalty: 2768.282715
	Iteration 56Q: 3 clusters Score -425687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -425692.125000 Penalty: 2768.282715
	Iteration 57Q: 3 clusters Score -425692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -425697.687500 Penalty: 2768.282715
	Iteration 58Q: 3 clusters Score -425697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -425699.968750 Penalty: 2768.282715
	Iteration 59Q: 3 clusters Score -425700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -425701.843750 Penalty: 2768.282715
	Iteration 60F: 3 clusters Score -425701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -425704.062500 Penalty: 2768.282715
	Iteration 61Q: 3 clusters Score -425704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -425705.812500 Penalty: 2768.282715
	Iteration 62Q: 3 clusters Score -425705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -425707.093750 Penalty: 2768.282715
	Iteration 63Q: 3 clusters Score -425707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -425708.125000 Penalty: 2768.282715
	Iteration 64Q: 3 clusters Score -425708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -425708.718750 Penalty: 2768.282715
	Iteration 65Q: 3 clusters Score -425708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -425711.593750 Penalty: 2768.282715
	Iteration 66Q: 3 clusters Score -425711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -425715.562500 Penalty: 2768.282715
	Iteration 67Q: 3 clusters Score -425715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -425718.000000 Penalty: 2768.282715
	Iteration 68Q: 3 clusters Score -425718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -425719.687500 Penalty: 2768.282715
	Iteration 69Q: 3 clusters Score -425719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -425721.437500 Penalty: 2768.282715
	Iteration 70Q: 3 clusters Score -425721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -425720.937500 Penalty: 2768.282715
	Iteration 71Q: 3 clusters Score -425720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -425720.937500 Penalty: 2768.282715
	Iteration 72F: 3 clusters Score -425720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -585550.062500 Penalty: 1446.914185
	Iteration 0F: 2 clusters Score -585550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -580124.812500 Penalty: 2893.828369
	Iteration 0F: 3 clusters Score -580124.8 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -581895.562500 Penalty: 2893.828369
	Iteration 1F: 3 clusters Score -581895.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -582294.437500 Penalty: 2893.828369
	Iteration 2F: 3 clusters Score -582294.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -582624.625000 Penalty: 2893.828369
	Iteration 3F: 3 clusters Score -582624.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -582878.562500 Penalty: 2893.828369
	Iteration 4F: 3 clusters Score -582878.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -583120.812500 Penalty: 2893.828369
	Iteration 5Q: 3 clusters Score -583120.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -583327.750000 Penalty: 2893.828369
	Iteration 6Q: 3 clusters Score -583327.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -583557.000000 Penalty: 2893.828369
	Iteration 7Q: 3 clusters Score -583557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -583775.812500 Penalty: 2893.828369
	Iteration 8Q: 3 clusters Score -583775.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -583977.750000 Penalty: 2893.828369
	Iteration 9Q: 3 clusters Score -583977.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -584139.937500 Penalty: 2893.828369
	Iteration 10Q: 3 clusters Score -584139.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -584266.375000 Penalty: 2893.828369
	Iteration 11Q: 3 clusters Score -584266.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -584388.312500 Penalty: 2893.828369
	Iteration 12Q: 3 clusters Score -584388.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -584477.562500 Penalty: 2893.828369
	Iteration 13Q: 3 clusters Score -584477.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -584532.500000 Penalty: 2893.828369
	Iteration 14Q: 3 clusters Score -584532.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -584568.062500 Penalty: 2893.828369
	Iteration 15Q: 3 clusters Score -584568.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -584594.437500 Penalty: 2893.828369
	Iteration 16Q: 3 clusters Score -584594.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -584613.375000 Penalty: 2893.828369
	Iteration 17Q: 3 clusters Score -584613.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -584630.250000 Penalty: 2893.828369
	Iteration 18Q: 3 clusters Score -584630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -584648.062500 Penalty: 2893.828369
	Iteration 19Q: 3 clusters Score -584648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -584661.062500 Penalty: 2893.828369
	Iteration 20F: 3 clusters Score -584661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -584667.812500 Penalty: 2893.828369
	Iteration 21Q: 3 clusters Score -584667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -584673.937500 Penalty: 2893.828369
	Iteration 22Q: 3 clusters Score -584673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -584680.250000 Penalty: 2893.828369
	Iteration 23Q: 3 clusters Score -584680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -584686.625000 Penalty: 2893.828369
	Iteration 24Q: 3 clusters Score -584686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -584692.437500 Penalty: 2893.828369
	Iteration 25Q: 3 clusters Score -584692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -584696.812500 Penalty: 2893.828369
	Iteration 26Q: 3 clusters Score -584696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -584698.250000 Penalty: 2893.828369
	Iteration 27Q: 3 clusters Score -584698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -584702.062500 Penalty: 2893.828369
	Iteration 28Q: 3 clusters Score -584702.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -584705.187500 Penalty: 2893.828369
	Iteration 29Q: 3 clusters Score -584705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -584707.687500 Penalty: 2893.828369
	Iteration 30Q: 3 clusters Score -584707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -584708.500000 Penalty: 2893.828369
	Iteration 31Q: 3 clusters Score -584708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -584709.250000 Penalty: 2893.828369
	Iteration 32Q: 3 clusters Score -584709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -584710.625000 Penalty: 2893.828369
	Iteration 33Q: 3 clusters Score -584710.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -584710.625000 Penalty: 2893.828369
	Iteration 34F: 3 clusters Score -584710.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -63976.886719 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -63976.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62674.957031 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -62674.96 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62859.500000 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -62859.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62920.398438 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -62920.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62960.355469 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -62960.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62991.070312 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -62991.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63005.785156 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -63005.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63018.324219 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -63018.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63030.898438 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -63030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63039.718750 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -63039.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63040.531250 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -63040.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63041.503906 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -63041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63042.855469 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -63042.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63043.796875 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -63043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63045.492188 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -63045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63045.492188 Penalty: 2165.932861
	Iteration 14F: 3 clusters Score -63045.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 95950 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 81233 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148846 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75727 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 26967 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7362 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312912.000000 Penalty: 75720.648438
Iteration 239Q: 35 clusters Score -7.631291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 95951 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 81234 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148842 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75719 members 
Mstep: Class 18 contains 34531 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38247 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3726 members 
Mstep: Class 30 contains 26982 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7367 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312976.000000 Penalty: 75720.648438
Iteration 240F: 35 clusters Score -7.631298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 81234 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174983 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148833 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75718 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9676 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38247 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3723 members 
Mstep: Class 30 contains 26996 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7374 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312904.000000 Penalty: 75720.648438
Iteration 241Q: 35 clusters Score -7.63129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 95955 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 81237 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148830 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75717 members 
Mstep: Class 18 contains 34527 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9678 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 27000 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7375 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312904.000000 Penalty: 75720.648438
Iteration 242Q: 35 clusters Score -7.63129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95958 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148826 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75716 members 
Mstep: Class 18 contains 34525 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38247 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27003 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7377 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312928.000000 Penalty: 75720.648438
Iteration 243Q: 35 clusters Score -7.631293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95959 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148825 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75715 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27009 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312912.000000 Penalty: 75720.648438
Iteration 244Q: 35 clusters Score -7.631291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95959 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148824 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75714 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38245 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27014 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312896.000000 Penalty: 75720.648438
Iteration 245Q: 35 clusters Score -7.63129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95960 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148814 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75715 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27022 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312872.000000 Penalty: 75720.648438
Iteration 246Q: 35 clusters Score -7.631287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95960 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148805 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75715 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38248 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27032 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312904.000000 Penalty: 75720.648438
Iteration 247Q: 35 clusters Score -7.63129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95960 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 81239 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148792 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75714 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38250 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27045 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312856.000000 Penalty: 75720.648438
Iteration 248Q: 35 clusters Score -7.631286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95962 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148781 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75714 members 
Mstep: Class 18 contains 34521 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38251 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27054 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7381 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312864.000000 Penalty: 75720.648438
Iteration 249Q: 35 clusters Score -7.631286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95963 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 81237 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174982 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148777 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75711 members 
Mstep: Class 18 contains 34519 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38253 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27057 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7383 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312848.000000 Penalty: 75720.648438
Iteration 250Q: 35 clusters Score -7.631285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81237 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148771 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75711 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38254 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 27061 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 7385 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312816.000000 Penalty: 75720.648438
Iteration 251Q: 35 clusters Score -7.631282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81237 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30635 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148769 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75710 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38255 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7386 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312856.000000 Penalty: 75720.648438
Iteration 252Q: 35 clusters Score -7.631286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30637 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148767 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75707 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38258 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7386 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312824.000000 Penalty: 75720.648438
Iteration 253Q: 35 clusters Score -7.631282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30638 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148765 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75706 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38261 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7387 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312832.000000 Penalty: 75720.648438
Iteration 254Q: 35 clusters Score -7.631283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 81239 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30639 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148765 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38261 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7388 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312824.000000 Penalty: 75720.648438
Iteration 255Q: 35 clusters Score -7.631282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30641 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148765 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38260 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7388 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312816.000000 Penalty: 75720.648438
Iteration 256Q: 35 clusters Score -7.631282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30641 members 
Mstep: Class 10 contains 916 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148765 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38260 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7388 members 
Mstep: Class 34 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312816.000000 Penalty: 75720.648438
Iteration 257F: 35 clusters Score -7.631282e+07 nChanged 0
Entering ConstructFrom: 
Score: -76312816.000000 Penalty: 75720.648438
Entering ConstructFrom: 
Trying to split cluster 1 (11504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Entering Unmasked Estep 
Score: -1011487.875000 Penalty: 1519.448242
	Iteration 0F: 2 clusters Score -1011488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1003413.750000 Penalty: 3038.896484
	Iteration 0F: 3 clusters Score -1003414 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1005995.937500 Penalty: 3038.896484
	Iteration 1F: 3 clusters Score -1005996 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1006191.500000 Penalty: 3038.896484
	Iteration 2F: 3 clusters Score -1006192 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1006360.375000 Penalty: 3038.896484
	Iteration 3Q: 3 clusters Score -1006360 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1006510.687500 Penalty: 3038.896484
	Iteration 4Q: 3 clusters Score -1006511 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1006650.437500 Penalty: 3038.896484
	Iteration 5Q: 3 clusters Score -1006650 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1006803.125000 Penalty: 3038.896484
	Iteration 6Q: 3 clusters Score -1006803 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1006986.750000 Penalty: 3038.896484
	Iteration 7Q: 3 clusters Score -1006987 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1007201.625000 Penalty: 3038.896484
	Iteration 8Q: 3 clusters Score -1007202 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1007451.125000 Penalty: 3038.896484
	Iteration 9Q: 3 clusters Score -1007451 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1007713.437500 Penalty: 3038.896484
	Iteration 10Q: 3 clusters Score -1007713 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1008011.937500 Penalty: 3038.896484
	Iteration 11Q: 3 clusters Score -1008012 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1008293.000000 Penalty: 3038.896484
	Iteration 12Q: 3 clusters Score -1008293 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1008524.187500 Penalty: 3038.896484
	Iteration 13Q: 3 clusters Score -1008524 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1008717.937500 Penalty: 3038.896484
	Iteration 14Q: 3 clusters Score -1008718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1008877.125000 Penalty: 3038.896484
	Iteration 15Q: 3 clusters Score -1008877 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1009014.312500 Penalty: 3038.896484
	Iteration 16Q: 3 clusters Score -1009014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1009139.125000 Penalty: 3038.896484
	Iteration 17Q: 3 clusters Score -1009139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1009259.250000 Penalty: 3038.896484
	Iteration 18Q: 3 clusters Score -1009259 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1009366.062500 Penalty: 3038.896484
	Iteration 19Q: 3 clusters Score -1009366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1009477.375000 Penalty: 3038.896484
	Iteration 20F: 3 clusters Score -1009477 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1009581.562500 Penalty: 3038.896484
	Iteration 21Q: 3 clusters Score -1009582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1009664.437500 Penalty: 3038.896484
	Iteration 22Q: 3 clusters Score -1009664 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1009745.187500 Penalty: 3038.896484
	Iteration 23Q: 3 clusters Score -1009745 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1009808.437500 Penalty: 3038.896484
	Iteration 24Q: 3 clusters Score -1009808 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1009861.750000 Penalty: 3038.896484
	Iteration 25Q: 3 clusters Score -1009862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1009907.000000 Penalty: 3038.896484
	Iteration 26Q: 3 clusters Score -1009907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1009945.125000 Penalty: 3038.896484
	Iteration 27Q: 3 clusters Score -1009945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1009981.562500 Penalty: 3038.896484
	Iteration 28Q: 3 clusters Score -1009982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1010021.062500 Penalty: 3038.896484
	Iteration 29Q: 3 clusters Score -1010021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1010046.250000 Penalty: 3038.896484
	Iteration 30Q: 3 clusters Score -1010046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1010064.250000 Penalty: 3038.896484
	Iteration 31Q: 3 clusters Score -1010064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1010073.750000 Penalty: 3038.896484
	Iteration 32Q: 3 clusters Score -1010074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1010091.437500 Penalty: 3038.896484
	Iteration 33Q: 3 clusters Score -1010091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1010106.437500 Penalty: 3038.896484
	Iteration 34Q: 3 clusters Score -1010106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1010122.375000 Penalty: 3038.896484
	Iteration 35Q: 3 clusters Score -1010122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1010137.000000 Penalty: 3038.896484
	Iteration 36Q: 3 clusters Score -1010137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1010159.312500 Penalty: 3038.896484
	Iteration 37Q: 3 clusters Score -1010159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1010170.312500 Penalty: 3038.896484
	Iteration 38Q: 3 clusters Score -1010170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1010178.187500 Penalty: 3038.896484
	Iteration 39Q: 3 clusters Score -1010178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1010181.937500 Penalty: 3038.896484
	Iteration 40F: 3 clusters Score -1010182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1010185.125000 Penalty: 3038.896484
	Iteration 41Q: 3 clusters Score -1010185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1010190.250000 Penalty: 3038.896484
	Iteration 42Q: 3 clusters Score -1010190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1010197.562500 Penalty: 3038.896484
	Iteration 43Q: 3 clusters Score -1010198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1010201.750000 Penalty: 3038.896484
	Iteration 44Q: 3 clusters Score -1010202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1010205.375000 Penalty: 3038.896484
	Iteration 45Q: 3 clusters Score -1010205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1010213.250000 Penalty: 3038.896484
	Iteration 46Q: 3 clusters Score -1010213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1010217.000000 Penalty: 3038.896484
	Iteration 47Q: 3 clusters Score -1010217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1010221.687500 Penalty: 3038.896484
	Iteration 48Q: 3 clusters Score -1010222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1010223.937500 Penalty: 3038.896484
	Iteration 49Q: 3 clusters Score -1010224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1010228.812500 Penalty: 3038.896484
	Iteration 50Q: 3 clusters Score -1010229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1010230.812500 Penalty: 3038.896484
	Iteration 51Q: 3 clusters Score -1010231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1010234.687500 Penalty: 3038.896484
	Iteration 52Q: 3 clusters Score -1010235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1010234.937500 Penalty: 3038.896484
	Iteration 53Q: 3 clusters Score -1010235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1010236.062500 Penalty: 3038.896484
	Iteration 54Q: 3 clusters Score -1010236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1010237.875000 Penalty: 3038.896484
	Iteration 55Q: 3 clusters Score -1010238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1010238.625000 Penalty: 3038.896484
	Iteration 56Q: 3 clusters Score -1010239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1010240.812500 Penalty: 3038.896484
	Iteration 57Q: 3 clusters Score -1010241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1010242.875000 Penalty: 3038.896484
	Iteration 58Q: 3 clusters Score -1010243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1010244.937500 Penalty: 3038.896484
	Iteration 59Q: 3 clusters Score -1010245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1010247.187500 Penalty: 3038.896484
	Iteration 60F: 3 clusters Score -1010247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1010250.250000 Penalty: 3038.896484
	Iteration 61Q: 3 clusters Score -1010250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1010251.312500 Penalty: 3038.896484
	Iteration 62Q: 3 clusters Score -1010251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1010251.312500 Penalty: 3038.896484
	Iteration 63Q: 3 clusters Score -1010251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1010251.812500 Penalty: 3038.896484
	Iteration 64Q: 3 clusters Score -1010252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1010252.437500 Penalty: 3038.896484
	Iteration 65Q: 3 clusters Score -1010252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1010254.437500 Penalty: 3038.896484
	Iteration 66Q: 3 clusters Score -1010254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1010256.625000 Penalty: 3038.896484
	Iteration 67Q: 3 clusters Score -1010257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1010256.812500 Penalty: 3038.896484
	Iteration 68Q: 3 clusters Score -1010257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1010256.437500 Penalty: 3038.896484
	Iteration 69Q: 3 clusters Score -1010256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1010256.187500 Penalty: 3038.896484
	Iteration 70Q: 3 clusters Score -1010256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1010257.625000 Penalty: 3038.896484
	Iteration 71Q: 3 clusters Score -1010258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1010258.437500 Penalty: 3038.896484
	Iteration 72Q: 3 clusters Score -1010258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1010260.937500 Penalty: 3038.896484
	Iteration 73Q: 3 clusters Score -1010261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1010259.875000 Penalty: 3038.896484
	Iteration 74Q: 3 clusters Score -1010260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1010260.125000 Penalty: 3038.896484
	Iteration 75Q: 3 clusters Score -1010260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1010260.875000 Penalty: 3038.896484
	Iteration 76Q: 3 clusters Score -1010261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1010261.000000 Penalty: 3038.896484
	Iteration 77Q: 3 clusters Score -1010261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1010261.937500 Penalty: 3038.896484
	Iteration 78Q: 3 clusters Score -1010262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1010260.812500 Penalty: 3038.896484
	Iteration 79Q: 3 clusters Score -1010261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1010262.500000 Penalty: 3038.896484
	Iteration 80F: 3 clusters Score -1010262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1010263.312500 Penalty: 3038.896484
	Iteration 81Q: 3 clusters Score -1010263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1010263.812500 Penalty: 3038.896484
	Iteration 82Q: 3 clusters Score -1010264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1010267.000000 Penalty: 3038.896484
	Iteration 83Q: 3 clusters Score -1010267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1010267.062500 Penalty: 3038.896484
	Iteration 84Q: 3 clusters Score -1010267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1010266.375000 Penalty: 3038.896484
	Iteration 85Q: 3 clusters Score -1010266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1010267.687500 Penalty: 3038.896484
	Iteration 86Q: 3 clusters Score -1010268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1010267.500000 Penalty: 3038.896484
	Iteration 87Q: 3 clusters Score -1010268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1010268.125000 Penalty: 3038.896484
	Iteration 88Q: 3 clusters Score -1010268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1010269.062500 Penalty: 3038.896484
	Iteration 89Q: 3 clusters Score -1010269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1010271.625000 Penalty: 3038.896484
	Iteration 90Q: 3 clusters Score -1010272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1010272.375000 Penalty: 3038.896484
	Iteration 91Q: 3 clusters Score -1010272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1010273.250000 Penalty: 3038.896484
	Iteration 92Q: 3 clusters Score -1010273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1010273.437500 Penalty: 3038.896484
	Iteration 93Q: 3 clusters Score -1010273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1010272.125000 Penalty: 3038.896484
	Iteration 94Q: 3 clusters Score -1010272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1010272.562500 Penalty: 3038.896484
	Iteration 95Q: 3 clusters Score -1010273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1010275.250000 Penalty: 3038.896484
	Iteration 96Q: 3 clusters Score -1010275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1010275.750000 Penalty: 3038.896484
	Iteration 97Q: 3 clusters Score -1010276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1010275.750000 Penalty: 3038.896484
	Iteration 98F: 3 clusters Score -1010276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Entering Unmasked Estep 
Score: -8610750.000000 Penalty: 1864.155884
	Iteration 0F: 2 clusters Score -8610750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8546769.000000 Penalty: 3728.311768
	Iteration 0F: 3 clusters Score -8546769 nChanged 45786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -8573191.000000 Penalty: 3728.311768
	Iteration 1F: 3 clusters Score -8573191 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -8574217.000000 Penalty: 3728.311768
	Iteration 2Q: 3 clusters Score -8574217 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -8575833.000000 Penalty: 3728.311768
	Iteration 3Q: 3 clusters Score -8575833 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -8578588.000000 Penalty: 3728.311768
	Iteration 4F: 3 clusters Score -8578588 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -8583276.000000 Penalty: 3728.311768
	Iteration 5F: 3 clusters Score -8583276 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -8590485.000000 Penalty: 3728.311768
	Iteration 6F: 3 clusters Score -8590485 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -8598819.000000 Penalty: 3728.311768
	Iteration 7F: 3 clusters Score -8598819 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -8604890.000000 Penalty: 3728.311768
	Iteration 8F: 3 clusters Score -8604890 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -8607631.000000 Penalty: 3728.311768
	Iteration 9Q: 3 clusters Score -8607631 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -8608561.000000 Penalty: 3728.311768
	Iteration 10Q: 3 clusters Score -8608561 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -8608883.000000 Penalty: 3728.311768
	Iteration 11Q: 3 clusters Score -8608883 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -8608996.000000 Penalty: 3728.311768
	Iteration 12Q: 3 clusters Score -8608996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -8609057.000000 Penalty: 3728.311768
	Iteration 13Q: 3 clusters Score -8609057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -8609082.000000 Penalty: 3728.311768
	Iteration 14Q: 3 clusters Score -8609082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -8609105.000000 Penalty: 3728.311768
	Iteration 15Q: 3 clusters Score -8609105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -8609108.000000 Penalty: 3728.311768
	Iteration 16Q: 3 clusters Score -8609108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -8609128.000000 Penalty: 3728.311768
	Iteration 17Q: 3 clusters Score -8609128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -8609148.000000 Penalty: 3728.311768
	Iteration 18Q: 3 clusters Score -8609148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8609155.000000 Penalty: 3728.311768
	Iteration 19Q: 3 clusters Score -8609155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -8609166.000000 Penalty: 3728.311768
	Iteration 20F: 3 clusters Score -8609166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -8609172.000000 Penalty: 3728.311768
	Iteration 21Q: 3 clusters Score -8609172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8609170.000000 Penalty: 3728.311768
	Iteration 22Q: 3 clusters Score -8609170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -8609171.000000 Penalty: 3728.311768
	Iteration 23Q: 3 clusters Score -8609171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -8609177.000000 Penalty: 3728.311768
	Iteration 24Q: 3 clusters Score -8609177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -8609178.000000 Penalty: 3728.311768
	Iteration 25Q: 3 clusters Score -8609178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8609173.000000 Penalty: 3728.311768
	Iteration 26Q: 3 clusters Score -8609173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8609174.000000 Penalty: 3728.311768
	Iteration 27Q: 3 clusters Score -8609174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -8609178.000000 Penalty: 3728.311768
	Iteration 28Q: 3 clusters Score -8609178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -8609178.000000 Penalty: 3728.311768
	Iteration 29F: 3 clusters Score -8609178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -154108.875000 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -154108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152126.187500 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -152126.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152563.046875 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -152563 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152684.421875 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -152684.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152788.859375 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -152788.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152908.078125 Penalty: 2445.307129
	Iteration 4F: 3 clusters Score -152908.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153030.984375 Penalty: 2445.307129
	Iteration 5F: 3 clusters Score -153031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153173.265625 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -153173.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -153265.531250 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -153265.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153337.625000 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -153337.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153409.093750 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -153409.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153434.515625 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -153434.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -153445.859375 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -153445.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -153453.375000 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -153453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -153456.859375 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -153456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -153457.828125 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -153457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -153458.296875 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -153458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -153458.859375 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -153458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -153461.281250 Penalty: 2445.307129
	Iteration 17F: 3 clusters Score -153461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -153479.328125 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -153479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -153483.296875 Penalty: 2445.307129
	Iteration 19Q: 3 clusters Score -153483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -153486.843750 Penalty: 2445.307129
	Iteration 20F: 3 clusters Score -153486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -153488.875000 Penalty: 2445.307129
	Iteration 21Q: 3 clusters Score -153488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -153490.296875 Penalty: 2445.307129
	Iteration 22Q: 3 clusters Score -153490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153490.734375 Penalty: 2445.307129
	Iteration 23Q: 3 clusters Score -153490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153490.734375 Penalty: 2445.307129
	Iteration 24F: 3 clusters Score -153490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -698236.312500 Penalty: 1460.053467
	Iteration 0F: 2 clusters Score -698236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -692391.750000 Penalty: 2920.106934
	Iteration 0F: 3 clusters Score -692391.8 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -694149.750000 Penalty: 2920.106934
	Iteration 1F: 3 clusters Score -694149.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -694370.125000 Penalty: 2920.106934
	Iteration 2F: 3 clusters Score -694370.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -694515.125000 Penalty: 2920.106934
	Iteration 3Q: 3 clusters Score -694515.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -694680.875000 Penalty: 2920.106934
	Iteration 4Q: 3 clusters Score -694680.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -694871.625000 Penalty: 2920.106934
	Iteration 5Q: 3 clusters Score -694871.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -695056.375000 Penalty: 2920.106934
	Iteration 6Q: 3 clusters Score -695056.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -695255.937500 Penalty: 2920.106934
	Iteration 7Q: 3 clusters Score -695255.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -695488.937500 Penalty: 2920.106934
	Iteration 8Q: 3 clusters Score -695488.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -695744.062500 Penalty: 2920.106934
	Iteration 9Q: 3 clusters Score -695744.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -695974.562500 Penalty: 2920.106934
	Iteration 10Q: 3 clusters Score -695974.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -696164.187500 Penalty: 2920.106934
	Iteration 11Q: 3 clusters Score -696164.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -696309.000000 Penalty: 2920.106934
	Iteration 12Q: 3 clusters Score -696309 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -696419.812500 Penalty: 2920.106934
	Iteration 13Q: 3 clusters Score -696419.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -696530.562500 Penalty: 2920.106934
	Iteration 14Q: 3 clusters Score -696530.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -696624.250000 Penalty: 2920.106934
	Iteration 15Q: 3 clusters Score -696624.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -696691.312500 Penalty: 2920.106934
	Iteration 16Q: 3 clusters Score -696691.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -696749.750000 Penalty: 2920.106934
	Iteration 17Q: 3 clusters Score -696749.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -696798.500000 Penalty: 2920.106934
	Iteration 18Q: 3 clusters Score -696798.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -696830.062500 Penalty: 2920.106934
	Iteration 19Q: 3 clusters Score -696830.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -696851.312500 Penalty: 2920.106934
	Iteration 20F: 3 clusters Score -696851.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -696873.437500 Penalty: 2920.106934
	Iteration 21Q: 3 clusters Score -696873.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -696895.062500 Penalty: 2920.106934
	Iteration 22Q: 3 clusters Score -696895.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -696918.125000 Penalty: 2920.106934
	Iteration 23Q: 3 clusters Score -696918.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -696940.625000 Penalty: 2920.106934
	Iteration 24Q: 3 clusters Score -696940.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -696961.937500 Penalty: 2920.106934
	Iteration 25Q: 3 clusters Score -696961.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -696981.750000 Penalty: 2920.106934
	Iteration 26Q: 3 clusters Score -696981.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -696998.937500 Penalty: 2920.106934
	Iteration 27Q: 3 clusters Score -696998.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -697011.000000 Penalty: 2920.106934
	Iteration 28Q: 3 clusters Score -697011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -697019.625000 Penalty: 2920.106934
	Iteration 29Q: 3 clusters Score -697019.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -697029.937500 Penalty: 2920.106934
	Iteration 30Q: 3 clusters Score -697029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -697039.750000 Penalty: 2920.106934
	Iteration 31Q: 3 clusters Score -697039.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -697059.812500 Penalty: 2920.106934
	Iteration 32Q: 3 clusters Score -697059.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -697080.187500 Penalty: 2920.106934
	Iteration 33Q: 3 clusters Score -697080.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -697110.125000 Penalty: 2920.106934
	Iteration 34Q: 3 clusters Score -697110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -697142.500000 Penalty: 2920.106934
	Iteration 35Q: 3 clusters Score -697142.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -697188.312500 Penalty: 2920.106934
	Iteration 36Q: 3 clusters Score -697188.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -697226.312500 Penalty: 2920.106934
	Iteration 37Q: 3 clusters Score -697226.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -697251.187500 Penalty: 2920.106934
	Iteration 38Q: 3 clusters Score -697251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -697275.500000 Penalty: 2920.106934
	Iteration 39Q: 3 clusters Score -697275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -697296.312500 Penalty: 2920.106934
	Iteration 40F: 3 clusters Score -697296.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -697314.125000 Penalty: 2920.106934
	Iteration 41Q: 3 clusters Score -697314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -697328.437500 Penalty: 2920.106934
	Iteration 42Q: 3 clusters Score -697328.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -697345.375000 Penalty: 2920.106934
	Iteration 43Q: 3 clusters Score -697345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -697355.750000 Penalty: 2920.106934
	Iteration 44Q: 3 clusters Score -697355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -697359.437500 Penalty: 2920.106934
	Iteration 45Q: 3 clusters Score -697359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -697363.000000 Penalty: 2920.106934
	Iteration 46Q: 3 clusters Score -697363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -697366.375000 Penalty: 2920.106934
	Iteration 47Q: 3 clusters Score -697366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -697367.687500 Penalty: 2920.106934
	Iteration 48Q: 3 clusters Score -697367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -697367.687500 Penalty: 2920.106934
	Iteration 49F: 3 clusters Score -697367.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Entering Unmasked Estep 
Score: -7132604.000000 Penalty: 1837.084961
	Iteration 0F: 2 clusters Score -7132604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7078055.000000 Penalty: 3674.169922
	Iteration 0F: 3 clusters Score -7078055 nChanged 38920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7100439.000000 Penalty: 3674.169922
	Iteration 1F: 3 clusters Score -7100439 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7100792.500000 Penalty: 3674.169922
	Iteration 2Q: 3 clusters Score -7100792 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7101247.500000 Penalty: 3674.169922
	Iteration 3Q: 3 clusters Score -7101248 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7101830.500000 Penalty: 3674.169922
	Iteration 4Q: 3 clusters Score -7101830 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7102767.500000 Penalty: 3674.169922
	Iteration 5Q: 3 clusters Score -7102768 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7104431.500000 Penalty: 3674.169922
	Iteration 6Q: 3 clusters Score -7104432 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -7107180.000000 Penalty: 3674.169922
	Iteration 7F: 3 clusters Score -7107180 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -7111453.000000 Penalty: 3674.169922
	Iteration 8F: 3 clusters Score -7111453 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -7117193.000000 Penalty: 3674.169922
	Iteration 9F: 3 clusters Score -7117193 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -7123187.000000 Penalty: 3674.169922
	Iteration 10F: 3 clusters Score -7123187 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7127556.000000 Penalty: 3674.169922
	Iteration 11F: 3 clusters Score -7127556 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7129821.500000 Penalty: 3674.169922
	Iteration 12Q: 3 clusters Score -7129822 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7130599.000000 Penalty: 3674.169922
	Iteration 13Q: 3 clusters Score -7130599 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7130820.500000 Penalty: 3674.169922
	Iteration 14Q: 3 clusters Score -7130820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7130928.000000 Penalty: 3674.169922
	Iteration 15Q: 3 clusters Score -7130928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7130958.000000 Penalty: 3674.169922
	Iteration 16Q: 3 clusters Score -7130958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7130983.000000 Penalty: 3674.169922
	Iteration 17Q: 3 clusters Score -7130983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7130999.500000 Penalty: 3674.169922
	Iteration 18Q: 3 clusters Score -7131000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7131000.500000 Penalty: 3674.169922
	Iteration 19Q: 3 clusters Score -7131000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7131005.500000 Penalty: 3674.169922
	Iteration 20F: 3 clusters Score -7131006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7131010.000000 Penalty: 3674.169922
	Iteration 21Q: 3 clusters Score -7131010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7131012.000000 Penalty: 3674.169922
	Iteration 22Q: 3 clusters Score -7131012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7131012.000000 Penalty: 3674.169922
	Iteration 23F: 3 clusters Score -7131012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Entering Unmasked Estep 
Score: -2029950.750000 Penalty: 1651.337158
	Iteration 0F: 2 clusters Score -2029951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2012617.500000 Penalty: 3302.674316
	Iteration 0F: 3 clusters Score -2012618 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2019296.750000 Penalty: 3302.674316
	Iteration 1F: 3 clusters Score -2019297 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2020070.250000 Penalty: 3302.674316
	Iteration 2F: 3 clusters Score -2020070 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2020902.500000 Penalty: 3302.674316
	Iteration 3F: 3 clusters Score -2020902 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2021764.000000 Penalty: 3302.674316
	Iteration 4F: 3 clusters Score -2021764 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2022566.500000 Penalty: 3302.674316
	Iteration 5F: 3 clusters Score -2022566 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2023250.625000 Penalty: 3302.674316
	Iteration 6F: 3 clusters Score -2023251 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2023844.250000 Penalty: 3302.674316
	Iteration 7Q: 3 clusters Score -2023844 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2024324.625000 Penalty: 3302.674316
	Iteration 8Q: 3 clusters Score -2024325 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2024721.375000 Penalty: 3302.674316
	Iteration 9Q: 3 clusters Score -2024721 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2024983.500000 Penalty: 3302.674316
	Iteration 10Q: 3 clusters Score -2024984 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2025116.625000 Penalty: 3302.674316
	Iteration 11Q: 3 clusters Score -2025117 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2025215.625000 Penalty: 3302.674316
	Iteration 12Q: 3 clusters Score -2025216 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2025292.250000 Penalty: 3302.674316
	Iteration 13Q: 3 clusters Score -2025292 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2025364.875000 Penalty: 3302.674316
	Iteration 14Q: 3 clusters Score -2025365 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2025415.000000 Penalty: 3302.674316
	Iteration 15Q: 3 clusters Score -2025415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2025472.125000 Penalty: 3302.674316
	Iteration 16Q: 3 clusters Score -2025472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2025510.250000 Penalty: 3302.674316
	Iteration 17Q: 3 clusters Score -2025510 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2025562.250000 Penalty: 3302.674316
	Iteration 18Q: 3 clusters Score -2025562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2025607.125000 Penalty: 3302.674316
	Iteration 19Q: 3 clusters Score -2025607 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2025655.250000 Penalty: 3302.674316
	Iteration 20F: 3 clusters Score -2025655 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2025703.000000 Penalty: 3302.674316
	Iteration 21Q: 3 clusters Score -2025703 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2025755.000000 Penalty: 3302.674316
	Iteration 22Q: 3 clusters Score -2025755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2025808.750000 Penalty: 3302.674316
	Iteration 23Q: 3 clusters Score -2025809 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2025876.750000 Penalty: 3302.674316
	Iteration 24Q: 3 clusters Score -2025877 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2025950.625000 Penalty: 3302.674316
	Iteration 25Q: 3 clusters Score -2025951 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2026018.125000 Penalty: 3302.674316
	Iteration 26Q: 3 clusters Score -2026018 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2026112.875000 Penalty: 3302.674316
	Iteration 27Q: 3 clusters Score -2026113 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2026219.500000 Penalty: 3302.674316
	Iteration 28Q: 3 clusters Score -2026220 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2026339.750000 Penalty: 3302.674316
	Iteration 29Q: 3 clusters Score -2026340 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2026457.375000 Penalty: 3302.674316
	Iteration 30Q: 3 clusters Score -2026457 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2026592.250000 Penalty: 3302.674316
	Iteration 31Q: 3 clusters Score -2026592 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2026736.625000 Penalty: 3302.674316
	Iteration 32Q: 3 clusters Score -2026737 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2026920.625000 Penalty: 3302.674316
	Iteration 33Q: 3 clusters Score -2026921 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2027109.250000 Penalty: 3302.674316
	Iteration 34Q: 3 clusters Score -2027109 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2027289.750000 Penalty: 3302.674316
	Iteration 35Q: 3 clusters Score -2027290 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2027459.125000 Penalty: 3302.674316
	Iteration 36Q: 3 clusters Score -2027459 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2027617.125000 Penalty: 3302.674316
	Iteration 37Q: 3 clusters Score -2027617 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2027749.375000 Penalty: 3302.674316
	Iteration 38Q: 3 clusters Score -2027749 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2027870.000000 Penalty: 3302.674316
	Iteration 39Q: 3 clusters Score -2027870 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2027963.500000 Penalty: 3302.674316
	Iteration 40F: 3 clusters Score -2027964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2028072.250000 Penalty: 3302.674316
	Iteration 41Q: 3 clusters Score -2028072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2028160.500000 Penalty: 3302.674316
	Iteration 42Q: 3 clusters Score -2028160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2028248.375000 Penalty: 3302.674316
	Iteration 43Q: 3 clusters Score -2028248 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2028341.250000 Penalty: 3302.674316
	Iteration 44Q: 3 clusters Score -2028341 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2028414.375000 Penalty: 3302.674316
	Iteration 45Q: 3 clusters Score -2028414 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2028485.125000 Penalty: 3302.674316
	Iteration 46Q: 3 clusters Score -2028485 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2028552.375000 Penalty: 3302.674316
	Iteration 47Q: 3 clusters Score -2028552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2028600.500000 Penalty: 3302.674316
	Iteration 48Q: 3 clusters Score -2028600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2028651.250000 Penalty: 3302.674316
	Iteration 49Q: 3 clusters Score -2028651 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2028695.125000 Penalty: 3302.674316
	Iteration 50Q: 3 clusters Score -2028695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2028739.500000 Penalty: 3302.674316
	Iteration 51Q: 3 clusters Score -2028740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2028762.875000 Penalty: 3302.674316
	Iteration 52Q: 3 clusters Score -2028763 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2028787.125000 Penalty: 3302.674316
	Iteration 53Q: 3 clusters Score -2028787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2028802.125000 Penalty: 3302.674316
	Iteration 54Q: 3 clusters Score -2028802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2028817.375000 Penalty: 3302.674316
	Iteration 55Q: 3 clusters Score -2028817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2028826.250000 Penalty: 3302.674316
	Iteration 56Q: 3 clusters Score -2028826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2028838.000000 Penalty: 3302.674316
	Iteration 57Q: 3 clusters Score -2028838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2028843.625000 Penalty: 3302.674316
	Iteration 58Q: 3 clusters Score -2028844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2028847.000000 Penalty: 3302.674316
	Iteration 59Q: 3 clusters Score -2028847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2028849.375000 Penalty: 3302.674316
	Iteration 60F: 3 clusters Score -2028849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2028853.500000 Penalty: 3302.674316
	Iteration 61Q: 3 clusters Score -2028854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2028857.375000 Penalty: 3302.674316
	Iteration 62Q: 3 clusters Score -2028857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2028865.750000 Penalty: 3302.674316
	Iteration 63Q: 3 clusters Score -2028866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2028867.500000 Penalty: 3302.674316
	Iteration 64Q: 3 clusters Score -2028868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2028866.125000 Penalty: 3302.674316
	Iteration 65Q: 3 clusters Score -2028866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2028867.500000 Penalty: 3302.674316
	Iteration 66Q: 3 clusters Score -2028868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2028871.000000 Penalty: 3302.674316
	Iteration 67Q: 3 clusters Score -2028871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2028871.875000 Penalty: 3302.674316
	Iteration 68Q: 3 clusters Score -2028872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2028875.750000 Penalty: 3302.674316
	Iteration 69Q: 3 clusters Score -2028876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2028877.000000 Penalty: 3302.674316
	Iteration 70Q: 3 clusters Score -2028877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2028878.125000 Penalty: 3302.674316
	Iteration 71Q: 3 clusters Score -2028878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2028878.000000 Penalty: 3302.674316
	Iteration 72Q: 3 clusters Score -2028878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2028882.375000 Penalty: 3302.674316
	Iteration 73Q: 3 clusters Score -2028882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2028882.250000 Penalty: 3302.674316
	Iteration 74Q: 3 clusters Score -2028882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2028879.250000 Penalty: 3302.674316
	Iteration 75Q: 3 clusters Score -2028879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2028881.375000 Penalty: 3302.674316
	Iteration 76Q: 3 clusters Score -2028881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2028884.875000 Penalty: 3302.674316
	Iteration 77Q: 3 clusters Score -2028885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2028882.125000 Penalty: 3302.674316
	Iteration 78Q: 3 clusters Score -2028882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2028881.500000 Penalty: 3302.674316
	Iteration 79Q: 3 clusters Score -2028882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2028881.625000 Penalty: 3302.674316
	Iteration 80F: 3 clusters Score -2028882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Entering Unmasked Estep 
Score: -15921651.000000 Penalty: 1961.770264
	Iteration 0F: 2 clusters Score -1.592165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -15804033.000000 Penalty: 3923.540527
	Iteration 0F: 3 clusters Score -1.580403e+07 nChanged 84595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -15855485.000000 Penalty: 3923.540527
	Iteration 1F: 3 clusters Score -1.585548e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -15858109.000000 Penalty: 3923.540527
	Iteration 2Q: 3 clusters Score -1.585811e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -15863183.000000 Penalty: 3923.540527
	Iteration 3F: 3 clusters Score -1.586318e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -15871561.000000 Penalty: 3923.540527
	Iteration 4F: 3 clusters Score -1.587156e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -15883214.000000 Penalty: 3923.540527
	Iteration 5F: 3 clusters Score -1.588321e+07 nChanged 14417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -15895663.000000 Penalty: 3923.540527
	Iteration 6F: 3 clusters Score -1.589566e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -15905133.000000 Penalty: 3923.540527
	Iteration 7F: 3 clusters Score -1.590513e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 163837 members 
Entering Unmasked Estep 
Score: -15911359.000000 Penalty: 3923.540527
	Iteration 8Q: 3 clusters Score -1.591136e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 168520 members 
Entering Unmasked Estep 
Score: -15914909.000000 Penalty: 3923.540527
	Iteration 9Q: 3 clusters Score -1.591491e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -15917209.000000 Penalty: 3923.540527
	Iteration 10Q: 3 clusters Score -1.591721e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 173152 members 
Entering Unmasked Estep 
Score: -15918568.000000 Penalty: 3923.540527
	Iteration 11Q: 3 clusters Score -1.591857e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -15919260.000000 Penalty: 3923.540527
	Iteration 12Q: 3 clusters Score -1.591926e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -15919536.000000 Penalty: 3923.540527
	Iteration 13Q: 3 clusters Score -1.591954e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -15919639.000000 Penalty: 3923.540527
	Iteration 14Q: 3 clusters Score -1.591964e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -15919733.000000 Penalty: 3923.540527
	Iteration 15Q: 3 clusters Score -1.591973e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -15919803.000000 Penalty: 3923.540527
	Iteration 16Q: 3 clusters Score -1.59198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -15919831.000000 Penalty: 3923.540527
	Iteration 17Q: 3 clusters Score -1.591983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 174680 members 
Entering Unmasked Estep 
Score: -15919863.000000 Penalty: 3923.540527
	Iteration 18Q: 3 clusters Score -1.591986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -15919871.000000 Penalty: 3923.540527
	Iteration 19Q: 3 clusters Score -1.591987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -15919872.000000 Penalty: 3923.540527
	Iteration 20F: 3 clusters Score -1.591987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 174698 members 
Entering Unmasked Estep 
Score: -15919874.000000 Penalty: 3923.540527
	Iteration 21Q: 3 clusters Score -1.591987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -15919877.000000 Penalty: 3923.540527
	Iteration 22Q: 3 clusters Score -1.591988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -15919872.000000 Penalty: 3923.540527
	Iteration 23Q: 3 clusters Score -1.591987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 174704 members 
Entering Unmasked Estep 
Score: -15919874.000000 Penalty: 3923.540527
	Iteration 24Q: 3 clusters Score -1.591987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174707 members 
Entering Unmasked Estep 
Score: -15919872.000000 Penalty: 3923.540527
	Iteration 25Q: 3 clusters Score -1.591987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174707 members 
Entering Unmasked Estep 
Score: -15919872.000000 Penalty: 3923.540527
	Iteration 26F: 3 clusters Score -1.591987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -973429.500000 Penalty: 1522.262817
	Iteration 0F: 2 clusters Score -973429.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -965203.437500 Penalty: 3044.525635
	Iteration 0F: 3 clusters Score -965203.4 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -968003.250000 Penalty: 3044.525635
	Iteration 1F: 3 clusters Score -968003.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -968300.250000 Penalty: 3044.525635
	Iteration 2F: 3 clusters Score -968300.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -968595.750000 Penalty: 3044.525635
	Iteration 3F: 3 clusters Score -968595.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -968892.562500 Penalty: 3044.525635
	Iteration 4Q: 3 clusters Score -968892.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -969241.562500 Penalty: 3044.525635
	Iteration 5F: 3 clusters Score -969241.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -969682.000000 Penalty: 3044.525635
	Iteration 6F: 3 clusters Score -969682 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -970168.937500 Penalty: 3044.525635
	Iteration 7F: 3 clusters Score -970168.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -970637.812500 Penalty: 3044.525635
	Iteration 8F: 3 clusters Score -970637.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -971051.000000 Penalty: 3044.525635
	Iteration 9Q: 3 clusters Score -971051 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -971396.437500 Penalty: 3044.525635
	Iteration 10Q: 3 clusters Score -971396.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -971669.187500 Penalty: 3044.525635
	Iteration 11Q: 3 clusters Score -971669.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -971837.562500 Penalty: 3044.525635
	Iteration 12Q: 3 clusters Score -971837.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -971973.062500 Penalty: 3044.525635
	Iteration 13Q: 3 clusters Score -971973.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -972074.687500 Penalty: 3044.525635
	Iteration 14Q: 3 clusters Score -972074.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -972165.250000 Penalty: 3044.525635
	Iteration 15Q: 3 clusters Score -972165.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -972227.437500 Penalty: 3044.525635
	Iteration 16Q: 3 clusters Score -972227.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -972257.625000 Penalty: 3044.525635
	Iteration 17Q: 3 clusters Score -972257.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -972285.875000 Penalty: 3044.525635
	Iteration 18Q: 3 clusters Score -972285.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -972299.312500 Penalty: 3044.525635
	Iteration 19Q: 3 clusters Score -972299.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -972312.937500 Penalty: 3044.525635
	Iteration 20F: 3 clusters Score -972312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -972324.437500 Penalty: 3044.525635
	Iteration 21Q: 3 clusters Score -972324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -972335.250000 Penalty: 3044.525635
	Iteration 22Q: 3 clusters Score -972335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -972350.875000 Penalty: 3044.525635
	Iteration 23Q: 3 clusters Score -972350.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -972359.312500 Penalty: 3044.525635
	Iteration 24Q: 3 clusters Score -972359.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -972365.187500 Penalty: 3044.525635
	Iteration 25Q: 3 clusters Score -972365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -972369.125000 Penalty: 3044.525635
	Iteration 26Q: 3 clusters Score -972369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -972369.625000 Penalty: 3044.525635
	Iteration 27Q: 3 clusters Score -972369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -972370.312500 Penalty: 3044.525635
	Iteration 28Q: 3 clusters Score -972370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -972371.750000 Penalty: 3044.525635
	Iteration 29Q: 3 clusters Score -972371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -972371.750000 Penalty: 3044.525635
	Iteration 30F: 3 clusters Score -972371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Entering Unmasked Estep 
Score: -2685890.500000 Penalty: 1678.640381
	Iteration 0F: 2 clusters Score -2685890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2665287.000000 Penalty: 3357.280762
	Iteration 0F: 3 clusters Score -2665287 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2672955.750000 Penalty: 3357.280762
	Iteration 1F: 3 clusters Score -2672956 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2673299.750000 Penalty: 3357.280762
	Iteration 2Q: 3 clusters Score -2673300 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2673692.750000 Penalty: 3357.280762
	Iteration 3Q: 3 clusters Score -2673693 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2674152.750000 Penalty: 3357.280762
	Iteration 4Q: 3 clusters Score -2674153 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2674707.250000 Penalty: 3357.280762
	Iteration 5Q: 3 clusters Score -2674707 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2675491.250000 Penalty: 3357.280762
	Iteration 6F: 3 clusters Score -2675491 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2676594.000000 Penalty: 3357.280762
	Iteration 7F: 3 clusters Score -2676594 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2677979.750000 Penalty: 3357.280762
	Iteration 8F: 3 clusters Score -2677980 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2679478.250000 Penalty: 3357.280762
	Iteration 9F: 3 clusters Score -2679478 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2680942.000000 Penalty: 3357.280762
	Iteration 10F: 3 clusters Score -2680942 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2682247.250000 Penalty: 3357.280762
	Iteration 11Q: 3 clusters Score -2682247 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2683236.000000 Penalty: 3357.280762
	Iteration 12Q: 3 clusters Score -2683236 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2683849.250000 Penalty: 3357.280762
	Iteration 13Q: 3 clusters Score -2683849 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2684105.750000 Penalty: 3357.280762
	Iteration 14Q: 3 clusters Score -2684106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2684236.500000 Penalty: 3357.280762
	Iteration 15Q: 3 clusters Score -2684236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2684298.500000 Penalty: 3357.280762
	Iteration 16Q: 3 clusters Score -2684298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2684332.750000 Penalty: 3357.280762
	Iteration 17Q: 3 clusters Score -2684333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2684362.000000 Penalty: 3357.280762
	Iteration 18Q: 3 clusters Score -2684362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2684398.000000 Penalty: 3357.280762
	Iteration 19Q: 3 clusters Score -2684398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2684431.000000 Penalty: 3357.280762
	Iteration 20F: 3 clusters Score -2684431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2684447.500000 Penalty: 3357.280762
	Iteration 21Q: 3 clusters Score -2684448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2684450.750000 Penalty: 3357.280762
	Iteration 22Q: 3 clusters Score -2684451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2684458.500000 Penalty: 3357.280762
	Iteration 23Q: 3 clusters Score -2684458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2684458.000000 Penalty: 3357.280762
	Iteration 24Q: 3 clusters Score -2684458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2684458.000000 Penalty: 3357.280762
	Iteration 25F: 3 clusters Score -2684458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -61199.160156 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -61199.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59840.062500 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -59840.06 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60194.023438 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -60194.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60504.355469 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -60504.36 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60719.714844 Penalty: 2216.505371
	Iteration 3F: 3 clusters Score -60719.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60872.785156 Penalty: 2216.505371
	Iteration 4F: 3 clusters Score -60872.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61002.417969 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -61002.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61067.371094 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -61067.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61105.820312 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -61105.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61145.968750 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -61145.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61174.656250 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -61174.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -61198.785156 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -61198.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61220.511719 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -61220.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61242.164062 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -61242.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61258.382812 Penalty: 2216.505371
	Iteration 13Q: 3 clusters Score -61258.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61278.039062 Penalty: 2216.505371
	Iteration 14Q: 3 clusters Score -61278.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61291.257812 Penalty: 2216.505371
	Iteration 15Q: 3 clusters Score -61291.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61296.863281 Penalty: 2216.505371
	Iteration 16Q: 3 clusters Score -61296.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61300.394531 Penalty: 2216.505371
	Iteration 17Q: 3 clusters Score -61300.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61301.000000 Penalty: 2216.505371
	Iteration 18Q: 3 clusters Score -61301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61301.535156 Penalty: 2216.505371
	Iteration 19Q: 3 clusters Score -61301.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61301.535156 Penalty: 2216.505371
	Iteration 20F: 3 clusters Score -61301.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 81238 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 174981 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 30641 members 
Mstep: Class 10 contains 438 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 148765 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 38260 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 27062 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 7388 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 478 members 
Entering Unmasked Estep 
Score: -76311984.000000 Penalty: 77947.726562
Splitting cluster 10 changes total score from -76312816.000000 to -76311984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Entering Unmasked Estep 
Score: -1891753.750000 Penalty: 1620.212402
	Iteration 0F: 2 clusters Score -1891754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1877265.875000 Penalty: 3240.424805
	Iteration 0F: 3 clusters Score -1877266 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1882574.625000 Penalty: 3240.424805
	Iteration 1F: 3 clusters Score -1882575 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1883013.750000 Penalty: 3240.424805
	Iteration 2Q: 3 clusters Score -1883014 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1883443.375000 Penalty: 3240.424805
	Iteration 3Q: 3 clusters Score -1883443 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1883869.000000 Penalty: 3240.424805
	Iteration 4Q: 3 clusters Score -1883869 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1884326.250000 Penalty: 3240.424805
	Iteration 5Q: 3 clusters Score -1884326 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1884854.375000 Penalty: 3240.424805
	Iteration 6Q: 3 clusters Score -1884854 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1885457.375000 Penalty: 3240.424805
	Iteration 7Q: 3 clusters Score -1885457 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1886140.375000 Penalty: 3240.424805
	Iteration 8Q: 3 clusters Score -1886140 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1886726.000000 Penalty: 3240.424805
	Iteration 9Q: 3 clusters Score -1886726 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1887189.000000 Penalty: 3240.424805
	Iteration 10Q: 3 clusters Score -1887189 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1887528.000000 Penalty: 3240.424805
	Iteration 11Q: 3 clusters Score -1887528 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1887753.750000 Penalty: 3240.424805
	Iteration 12Q: 3 clusters Score -1887754 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1887895.375000 Penalty: 3240.424805
	Iteration 13Q: 3 clusters Score -1887895 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1887993.250000 Penalty: 3240.424805
	Iteration 14Q: 3 clusters Score -1887993 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1888068.000000 Penalty: 3240.424805
	Iteration 15Q: 3 clusters Score -1888068 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1888151.125000 Penalty: 3240.424805
	Iteration 16Q: 3 clusters Score -1888151 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1888214.375000 Penalty: 3240.424805
	Iteration 17Q: 3 clusters Score -1888214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1888285.125000 Penalty: 3240.424805
	Iteration 18Q: 3 clusters Score -1888285 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1888366.375000 Penalty: 3240.424805
	Iteration 19Q: 3 clusters Score -1888366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1888443.750000 Penalty: 3240.424805
	Iteration 20F: 3 clusters Score -1888444 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1888557.500000 Penalty: 3240.424805
	Iteration 21Q: 3 clusters Score -1888558 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1888677.500000 Penalty: 3240.424805
	Iteration 22Q: 3 clusters Score -1888678 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1888807.000000 Penalty: 3240.424805
	Iteration 23Q: 3 clusters Score -1888807 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1888944.625000 Penalty: 3240.424805
	Iteration 24Q: 3 clusters Score -1888945 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1889072.875000 Penalty: 3240.424805
	Iteration 25Q: 3 clusters Score -1889073 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1889186.250000 Penalty: 3240.424805
	Iteration 26Q: 3 clusters Score -1889186 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1889276.875000 Penalty: 3240.424805
	Iteration 27Q: 3 clusters Score -1889277 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1889350.000000 Penalty: 3240.424805
	Iteration 28Q: 3 clusters Score -1889350 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1889414.125000 Penalty: 3240.424805
	Iteration 29Q: 3 clusters Score -1889414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1889477.625000 Penalty: 3240.424805
	Iteration 30Q: 3 clusters Score -1889478 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1889540.250000 Penalty: 3240.424805
	Iteration 31Q: 3 clusters Score -1889540 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1889600.500000 Penalty: 3240.424805
	Iteration 32Q: 3 clusters Score -1889600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1889670.625000 Penalty: 3240.424805
	Iteration 33Q: 3 clusters Score -1889671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1889729.375000 Penalty: 3240.424805
	Iteration 34Q: 3 clusters Score -1889729 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1889786.750000 Penalty: 3240.424805
	Iteration 35Q: 3 clusters Score -1889787 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1889832.125000 Penalty: 3240.424805
	Iteration 36Q: 3 clusters Score -1889832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1889882.750000 Penalty: 3240.424805
	Iteration 37Q: 3 clusters Score -1889883 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1889933.500000 Penalty: 3240.424805
	Iteration 38Q: 3 clusters Score -1889934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1889989.875000 Penalty: 3240.424805
	Iteration 39Q: 3 clusters Score -1889990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1890026.125000 Penalty: 3240.424805
	Iteration 40F: 3 clusters Score -1890026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1890064.875000 Penalty: 3240.424805
	Iteration 41Q: 3 clusters Score -1890065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1890097.125000 Penalty: 3240.424805
	Iteration 42Q: 3 clusters Score -1890097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1890143.250000 Penalty: 3240.424805
	Iteration 43Q: 3 clusters Score -1890143 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1890159.750000 Penalty: 3240.424805
	Iteration 44Q: 3 clusters Score -1890160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1890172.250000 Penalty: 3240.424805
	Iteration 45Q: 3 clusters Score -1890172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -1890196.625000 Penalty: 3240.424805
	Iteration 46Q: 3 clusters Score -1890197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1890219.750000 Penalty: 3240.424805
	Iteration 47Q: 3 clusters Score -1890220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1890241.000000 Penalty: 3240.424805
	Iteration 48Q: 3 clusters Score -1890241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1890267.375000 Penalty: 3240.424805
	Iteration 49Q: 3 clusters Score -1890267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1890289.375000 Penalty: 3240.424805
	Iteration 50Q: 3 clusters Score -1890289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1890309.000000 Penalty: 3240.424805
	Iteration 51Q: 3 clusters Score -1890309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1890330.250000 Penalty: 3240.424805
	Iteration 52Q: 3 clusters Score -1890330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1890344.250000 Penalty: 3240.424805
	Iteration 53Q: 3 clusters Score -1890344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1890362.000000 Penalty: 3240.424805
	Iteration 54Q: 3 clusters Score -1890362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1890371.500000 Penalty: 3240.424805
	Iteration 55Q: 3 clusters Score -1890372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -1890382.625000 Penalty: 3240.424805
	Iteration 56Q: 3 clusters Score -1890383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1890389.125000 Penalty: 3240.424805
	Iteration 57Q: 3 clusters Score -1890389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1890396.000000 Penalty: 3240.424805
	Iteration 58Q: 3 clusters Score -1890396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1890400.000000 Penalty: 3240.424805
	Iteration 59Q: 3 clusters Score -1890400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -1890405.250000 Penalty: 3240.424805
	Iteration 60F: 3 clusters Score -1890405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1890409.125000 Penalty: 3240.424805
	Iteration 61Q: 3 clusters Score -1890409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1890412.750000 Penalty: 3240.424805
	Iteration 62Q: 3 clusters Score -1890413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1890413.250000 Penalty: 3240.424805
	Iteration 63Q: 3 clusters Score -1890413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1890415.375000 Penalty: 3240.424805
	Iteration 64Q: 3 clusters Score -1890415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -1890418.125000 Penalty: 3240.424805
	Iteration 65Q: 3 clusters Score -1890418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1890425.250000 Penalty: 3240.424805
	Iteration 66Q: 3 clusters Score -1890425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1890426.750000 Penalty: 3240.424805
	Iteration 67Q: 3 clusters Score -1890427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1890427.250000 Penalty: 3240.424805
	Iteration 68Q: 3 clusters Score -1890427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1890430.250000 Penalty: 3240.424805
	Iteration 69Q: 3 clusters Score -1890430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1890429.500000 Penalty: 3240.424805
	Iteration 70Q: 3 clusters Score -1890430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1890430.250000 Penalty: 3240.424805
	Iteration 71Q: 3 clusters Score -1890430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1890431.625000 Penalty: 3240.424805
	Iteration 72Q: 3 clusters Score -1890432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1890431.375000 Penalty: 3240.424805
	Iteration 73Q: 3 clusters Score -1890431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -1890431.750000 Penalty: 3240.424805
	Iteration 74Q: 3 clusters Score -1890432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1890430.250000 Penalty: 3240.424805
	Iteration 75Q: 3 clusters Score -1890430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1890432.750000 Penalty: 3240.424805
	Iteration 76Q: 3 clusters Score -1890433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1890431.250000 Penalty: 3240.424805
	Iteration 77Q: 3 clusters Score -1890431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1890430.625000 Penalty: 3240.424805
	Iteration 78Q: 3 clusters Score -1890431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -1890435.250000 Penalty: 3240.424805
	Iteration 79Q: 3 clusters Score -1890435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -1890435.250000 Penalty: 3240.424805
	Iteration 80F: 3 clusters Score -1890435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1890437.125000 Penalty: 3240.424805
	Iteration 81Q: 3 clusters Score -1890437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1890437.875000 Penalty: 3240.424805
	Iteration 82Q: 3 clusters Score -1890438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1890439.000000 Penalty: 3240.424805
	Iteration 83Q: 3 clusters Score -1890439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1890440.750000 Penalty: 3240.424805
	Iteration 84Q: 3 clusters Score -1890441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1890440.250000 Penalty: 3240.424805
	Iteration 85Q: 3 clusters Score -1890440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1890442.000000 Penalty: 3240.424805
	Iteration 86Q: 3 clusters Score -1890442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1890442.875000 Penalty: 3240.424805
	Iteration 87Q: 3 clusters Score -1890443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1890444.375000 Penalty: 3240.424805
	Iteration 88Q: 3 clusters Score -1890444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1890444.000000 Penalty: 3240.424805
	Iteration 89Q: 3 clusters Score -1890444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1890445.250000 Penalty: 3240.424805
	Iteration 90Q: 3 clusters Score -1890445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1890443.875000 Penalty: 3240.424805
	Iteration 91Q: 3 clusters Score -1890444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1890446.875000 Penalty: 3240.424805
	Iteration 92Q: 3 clusters Score -1890447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -1890446.750000 Penalty: 3240.424805
	Iteration 93Q: 3 clusters Score -1890447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1890446.250000 Penalty: 3240.424805
	Iteration 94Q: 3 clusters Score -1890446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1890450.625000 Penalty: 3240.424805
	Iteration 95Q: 3 clusters Score -1890451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -1890451.375000 Penalty: 3240.424805
	Iteration 96Q: 3 clusters Score -1890451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -1890455.625000 Penalty: 3240.424805
	Iteration 97Q: 3 clusters Score -1890456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1890453.875000 Penalty: 3240.424805
	Iteration 98Q: 3 clusters Score -1890454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -1890453.500000 Penalty: 3240.424805
	Iteration 99Q: 3 clusters Score -1890454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -1890453.500000 Penalty: 3240.424805
	Iteration 100F: 3 clusters Score -1890454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148765 members 
Entering Unmasked Estep 
Score: -13125377.000000 Penalty: 1935.395020
	Iteration 0F: 2 clusters Score -1.312538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -13025850.000000 Penalty: 3870.790039
	Iteration 0F: 3 clusters Score -1.302585e+07 nChanged 71796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -13069100.000000 Penalty: 3870.790039
	Iteration 1F: 3 clusters Score -1.30691e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -13071562.000000 Penalty: 3870.790039
	Iteration 2Q: 3 clusters Score -1.307156e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -13075223.000000 Penalty: 3870.790039
	Iteration 3F: 3 clusters Score -1.307522e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -13080443.000000 Penalty: 3870.790039
	Iteration 4F: 3 clusters Score -1.308044e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -13087321.000000 Penalty: 3870.790039
	Iteration 5F: 3 clusters Score -1.308732e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -13095968.000000 Penalty: 3870.790039
	Iteration 6F: 3 clusters Score -1.309597e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -13105296.000000 Penalty: 3870.790039
	Iteration 7F: 3 clusters Score -1.31053e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -13112716.000000 Penalty: 3870.790039
	Iteration 8F: 3 clusters Score -1.311272e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -13117032.000000 Penalty: 3870.790039
	Iteration 9Q: 3 clusters Score -1.311703e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -13119255.000000 Penalty: 3870.790039
	Iteration 10Q: 3 clusters Score -1.311926e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -13120587.000000 Penalty: 3870.790039
	Iteration 11Q: 3 clusters Score -1.312059e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 135591 members 
Entering Unmasked Estep 
Score: -13121504.000000 Penalty: 3870.790039
	Iteration 12Q: 3 clusters Score -1.31215e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -13122162.000000 Penalty: 3870.790039
	Iteration 13Q: 3 clusters Score -1.312216e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -13122661.000000 Penalty: 3870.790039
	Iteration 14Q: 3 clusters Score -1.312266e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -13123126.000000 Penalty: 3870.790039
	Iteration 15Q: 3 clusters Score -1.312313e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 140098 members 
Entering Unmasked Estep 
Score: -13123468.000000 Penalty: 3870.790039
	Iteration 16Q: 3 clusters Score -1.312347e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -13123764.000000 Penalty: 3870.790039
	Iteration 17Q: 3 clusters Score -1.312376e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -13123965.000000 Penalty: 3870.790039
	Iteration 18Q: 3 clusters Score -1.312396e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -13124142.000000 Penalty: 3870.790039
	Iteration 19Q: 3 clusters Score -1.312414e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 142143 members 
Entering Unmasked Estep 
Score: -13124330.000000 Penalty: 3870.790039
	Iteration 20F: 3 clusters Score -1.312433e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -13124371.000000 Penalty: 3870.790039
	Iteration 21Q: 3 clusters Score -1.312437e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -13124388.000000 Penalty: 3870.790039
	Iteration 22Q: 3 clusters Score -1.312439e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -13124483.000000 Penalty: 3870.790039
	Iteration 23Q: 3 clusters Score -1.312448e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -13124520.000000 Penalty: 3870.790039
	Iteration 24Q: 3 clusters Score -1.312452e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -13124569.000000 Penalty: 3870.790039
	Iteration 25Q: 3 clusters Score -1.312457e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 143618 members 
Entering Unmasked Estep 
Score: -13124581.000000 Penalty: 3870.790039
	Iteration 26Q: 3 clusters Score -1.312458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -13124633.000000 Penalty: 3870.790039
	Iteration 27Q: 3 clusters Score -1.312463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -13124641.000000 Penalty: 3870.790039
	Iteration 28Q: 3 clusters Score -1.312464e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -13124629.000000 Penalty: 3870.790039
	Iteration 29Q: 3 clusters Score -1.312463e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 144104 members 
Entering Unmasked Estep 
Score: -13124640.000000 Penalty: 3870.790039
	Iteration 30Q: 3 clusters Score -1.312464e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 144195 members 
Entering Unmasked Estep 
Score: -13124671.000000 Penalty: 3870.790039
	Iteration 31Q: 3 clusters Score -1.312467e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -13124653.000000 Penalty: 3870.790039
	Iteration 32Q: 3 clusters Score -1.312465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -13124641.000000 Penalty: 3870.790039
	Iteration 33Q: 3 clusters Score -1.312464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -13124657.000000 Penalty: 3870.790039
	Iteration 34Q: 3 clusters Score -1.312466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 144454 members 
Entering Unmasked Estep 
Score: -13124668.000000 Penalty: 3870.790039
	Iteration 35Q: 3 clusters Score -1.312467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -13124655.000000 Penalty: 3870.790039
	Iteration 36Q: 3 clusters Score -1.312466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -13124662.000000 Penalty: 3870.790039
	Iteration 37Q: 3 clusters Score -1.312466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 144537 members 
Entering Unmasked Estep 
Score: -13124682.000000 Penalty: 3870.790039
	Iteration 38Q: 3 clusters Score -1.312468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 144561 members 
Entering Unmasked Estep 
Score: -13124657.000000 Penalty: 3870.790039
	Iteration 39Q: 3 clusters Score -1.312466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -13124668.000000 Penalty: 3870.790039
	Iteration 40F: 3 clusters Score -1.312467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144589 members 
Entering Unmasked Estep 
Score: -13124674.000000 Penalty: 3870.790039
	Iteration 41Q: 3 clusters Score -1.312467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -13124669.000000 Penalty: 3870.790039
	Iteration 42Q: 3 clusters Score -1.312467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -13124663.000000 Penalty: 3870.790039
	Iteration 43Q: 3 clusters Score -1.312466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 144618 members 
Entering Unmasked Estep 
Score: -13124670.000000 Penalty: 3870.790039
	Iteration 44Q: 3 clusters Score -1.312467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -13124658.000000 Penalty: 3870.790039
	Iteration 45Q: 3 clusters Score -1.312466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -13124671.000000 Penalty: 3870.790039
	Iteration 46Q: 3 clusters Score -1.312467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -13124670.000000 Penalty: 3870.790039
	Iteration 47Q: 3 clusters Score -1.312467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -13124670.000000 Penalty: 3870.790039
	Iteration 48Q: 3 clusters Score -1.312467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 144653 members 
Entering Unmasked Estep 
Score: -13124673.000000 Penalty: 3870.790039
	Iteration 49Q: 3 clusters Score -1.312467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 144658 members 
Entering Unmasked Estep 
Score: -13124671.000000 Penalty: 3870.790039
	Iteration 50Q: 3 clusters Score -1.312467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -13124667.000000 Penalty: 3870.790039
	Iteration 51Q: 3 clusters Score -1.312467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 144663 members 
Entering Unmasked Estep 
Score: -13124676.000000 Penalty: 3870.790039
	Iteration 52Q: 3 clusters Score -1.312468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -13124676.000000 Penalty: 3870.790039
	Iteration 53Q: 3 clusters Score -1.312468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -13124674.000000 Penalty: 3870.790039
	Iteration 54Q: 3 clusters Score -1.312467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -13124676.000000 Penalty: 3870.790039
	Iteration 55Q: 3 clusters Score -1.312468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -13124683.000000 Penalty: 3870.790039
	Iteration 56Q: 3 clusters Score -1.312468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -13124680.000000 Penalty: 3870.790039
	Iteration 57Q: 3 clusters Score -1.312468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -13124682.000000 Penalty: 3870.790039
	Iteration 58Q: 3 clusters Score -1.312468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -13124692.000000 Penalty: 3870.790039
	Iteration 59Q: 3 clusters Score -1.312469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -13124699.000000 Penalty: 3870.790039
	Iteration 60F: 3 clusters Score -1.31247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -13124697.000000 Penalty: 3870.790039
	Iteration 61Q: 3 clusters Score -1.31247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 144735 members 
Entering Unmasked Estep 
Score: -13124700.000000 Penalty: 3870.790039
	Iteration 62Q: 3 clusters Score -1.31247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -13124700.000000 Penalty: 3870.790039
	Iteration 63Q: 3 clusters Score -1.31247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -13124707.000000 Penalty: 3870.790039
	Iteration 64Q: 3 clusters Score -1.312471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 144777 members 
Entering Unmasked Estep 
Score: -13124719.000000 Penalty: 3870.790039
	Iteration 65Q: 3 clusters Score -1.312472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -13124731.000000 Penalty: 3870.790039
	Iteration 66Q: 3 clusters Score -1.312473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -13124755.000000 Penalty: 3870.790039
	Iteration 67Q: 3 clusters Score -1.312476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 144857 members 
Entering Unmasked Estep 
Score: -13124750.000000 Penalty: 3870.790039
	Iteration 68Q: 3 clusters Score -1.312475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -13124763.000000 Penalty: 3870.790039
	Iteration 69Q: 3 clusters Score -1.312476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 144880 members 
Entering Unmasked Estep 
Score: -13124757.000000 Penalty: 3870.790039
	Iteration 70Q: 3 clusters Score -1.312476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 144892 members 
Entering Unmasked Estep 
Score: -13124775.000000 Penalty: 3870.790039
	Iteration 71Q: 3 clusters Score -1.312478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -13124778.000000 Penalty: 3870.790039
	Iteration 72Q: 3 clusters Score -1.312478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -13124775.000000 Penalty: 3870.790039
	Iteration 73Q: 3 clusters Score -1.312478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -13124775.000000 Penalty: 3870.790039
	Iteration 74Q: 3 clusters Score -1.312478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -13124778.000000 Penalty: 3870.790039
	Iteration 75Q: 3 clusters Score -1.312478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 144933 members 
Entering Unmasked Estep 
Score: -13124765.000000 Penalty: 3870.790039
	Iteration 76Q: 3 clusters Score -1.312476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 144944 members 
Entering Unmasked Estep 
Score: -13124773.000000 Penalty: 3870.790039
	Iteration 77Q: 3 clusters Score -1.312477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 144949 members 
Entering Unmasked Estep 
Score: -13124786.000000 Penalty: 3870.790039
	Iteration 78Q: 3 clusters Score -1.312479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 144954 members 
Entering Unmasked Estep 
Score: -13124789.000000 Penalty: 3870.790039
	Iteration 79Q: 3 clusters Score -1.312479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -13124779.000000 Penalty: 3870.790039
	Iteration 80F: 3 clusters Score -1.312478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -13124777.000000 Penalty: 3870.790039
	Iteration 81Q: 3 clusters Score -1.312478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 144961 members 
Entering Unmasked Estep 
Score: -13124778.000000 Penalty: 3870.790039
	Iteration 82Q: 3 clusters Score -1.312478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -13124778.000000 Penalty: 3870.790039
	Iteration 83Q: 3 clusters Score -1.312478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -13124783.000000 Penalty: 3870.790039
	Iteration 84Q: 3 clusters Score -1.312478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 144966 members 
Entering Unmasked Estep 
Score: -13124783.000000 Penalty: 3870.790039
	Iteration 85Q: 3 clusters Score -1.312478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -13124782.000000 Penalty: 3870.790039
	Iteration 86Q: 3 clusters Score -1.312478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -13124782.000000 Penalty: 3870.790039
	Iteration 87F: 3 clusters Score -1.312478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -177531.781250 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -177531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175372.734375 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -175372.7 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -175894.921875 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -175894.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -176077.640625 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -176077.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176209.515625 Penalty: 2490.607422
	Iteration 3Q: 3 clusters Score -176209.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -176287.218750 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -176287.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -176341.265625 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -176341.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176371.625000 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -176371.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -176387.015625 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -176387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -176400.453125 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -176400.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176409.734375 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -176409.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176422.531250 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -176422.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176432.781250 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -176432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176442.296875 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -176442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -176448.968750 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -176449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -176455.593750 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -176455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -176458.984375 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -176459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -176460.703125 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -176460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -176464.390625 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -176464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -176465.500000 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -176465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -176466.921875 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -176466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -176467.671875 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -176467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176468.828125 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -176468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -176469.156250 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -176469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -176469.156250 Penalty: 2490.607422
	Iteration 23F: 3 clusters Score -176469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1032233.625000 Penalty: 1526.036499
	Iteration 0F: 2 clusters Score -1032234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1023825.000000 Penalty: 3052.072998
	Iteration 0F: 3 clusters Score -1023825 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1026567.937500 Penalty: 3052.072998
	Iteration 1F: 3 clusters Score -1026568 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1026828.312500 Penalty: 3052.072998
	Iteration 2F: 3 clusters Score -1026828 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1027149.187500 Penalty: 3052.072998
	Iteration 3F: 3 clusters Score -1027149 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1027513.937500 Penalty: 3052.072998
	Iteration 4F: 3 clusters Score -1027514 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1027891.312500 Penalty: 3052.072998
	Iteration 5F: 3 clusters Score -1027891 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1028282.125000 Penalty: 3052.072998
	Iteration 6F: 3 clusters Score -1028282 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1028653.375000 Penalty: 3052.072998
	Iteration 7F: 3 clusters Score -1028653 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1028975.625000 Penalty: 3052.072998
	Iteration 8Q: 3 clusters Score -1028976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1029189.937500 Penalty: 3052.072998
	Iteration 9Q: 3 clusters Score -1029190 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1029340.062500 Penalty: 3052.072998
	Iteration 10Q: 3 clusters Score -1029340 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1029451.437500 Penalty: 3052.072998
	Iteration 11Q: 3 clusters Score -1029451 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1029560.062500 Penalty: 3052.072998
	Iteration 12Q: 3 clusters Score -1029560 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1029659.125000 Penalty: 3052.072998
	Iteration 13Q: 3 clusters Score -1029659 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1029747.937500 Penalty: 3052.072998
	Iteration 14Q: 3 clusters Score -1029748 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1029846.500000 Penalty: 3052.072998
	Iteration 15Q: 3 clusters Score -1029846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1029933.687500 Penalty: 3052.072998
	Iteration 16Q: 3 clusters Score -1029934 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1030029.875000 Penalty: 3052.072998
	Iteration 17Q: 3 clusters Score -1030030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1030130.125000 Penalty: 3052.072998
	Iteration 18Q: 3 clusters Score -1030130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030227.312500 Penalty: 3052.072998
	Iteration 19Q: 3 clusters Score -1030227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1030299.250000 Penalty: 3052.072998
	Iteration 20F: 3 clusters Score -1030299 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1030367.562500 Penalty: 3052.072998
	Iteration 21Q: 3 clusters Score -1030368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1030432.500000 Penalty: 3052.072998
	Iteration 22Q: 3 clusters Score -1030432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1030491.812500 Penalty: 3052.072998
	Iteration 23Q: 3 clusters Score -1030492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1030536.062500 Penalty: 3052.072998
	Iteration 24Q: 3 clusters Score -1030536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1030576.937500 Penalty: 3052.072998
	Iteration 25Q: 3 clusters Score -1030577 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1030612.187500 Penalty: 3052.072998
	Iteration 26Q: 3 clusters Score -1030612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1030641.562500 Penalty: 3052.072998
	Iteration 27Q: 3 clusters Score -1030642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1030661.812500 Penalty: 3052.072998
	Iteration 28Q: 3 clusters Score -1030662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1030688.062500 Penalty: 3052.072998
	Iteration 29Q: 3 clusters Score -1030688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1030708.187500 Penalty: 3052.072998
	Iteration 30Q: 3 clusters Score -1030708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1030722.750000 Penalty: 3052.072998
	Iteration 31Q: 3 clusters Score -1030723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1030745.062500 Penalty: 3052.072998
	Iteration 32Q: 3 clusters Score -1030745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1030768.562500 Penalty: 3052.072998
	Iteration 33Q: 3 clusters Score -1030769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1030787.750000 Penalty: 3052.072998
	Iteration 34Q: 3 clusters Score -1030788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1030801.187500 Penalty: 3052.072998
	Iteration 35Q: 3 clusters Score -1030801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1030815.250000 Penalty: 3052.072998
	Iteration 36Q: 3 clusters Score -1030815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1030833.437500 Penalty: 3052.072998
	Iteration 37Q: 3 clusters Score -1030833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1030866.375000 Penalty: 3052.072998
	Iteration 38Q: 3 clusters Score -1030866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1030905.687500 Penalty: 3052.072998
	Iteration 39Q: 3 clusters Score -1030906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1030928.062500 Penalty: 3052.072998
	Iteration 40F: 3 clusters Score -1030928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1030941.187500 Penalty: 3052.072998
	Iteration 41Q: 3 clusters Score -1030941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1030944.062500 Penalty: 3052.072998
	Iteration 42Q: 3 clusters Score -1030944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1030951.062500 Penalty: 3052.072998
	Iteration 43Q: 3 clusters Score -1030951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1030958.812500 Penalty: 3052.072998
	Iteration 44Q: 3 clusters Score -1030959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1030963.687500 Penalty: 3052.072998
	Iteration 45Q: 3 clusters Score -1030964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1030967.750000 Penalty: 3052.072998
	Iteration 46Q: 3 clusters Score -1030968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1030974.687500 Penalty: 3052.072998
	Iteration 47Q: 3 clusters Score -1030975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1030981.437500 Penalty: 3052.072998
	Iteration 48Q: 3 clusters Score -1030981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1030989.875000 Penalty: 3052.072998
	Iteration 49Q: 3 clusters Score -1030990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1030996.062500 Penalty: 3052.072998
	Iteration 50Q: 3 clusters Score -1030996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1031001.812500 Penalty: 3052.072998
	Iteration 51Q: 3 clusters Score -1031002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1031004.562500 Penalty: 3052.072998
	Iteration 52Q: 3 clusters Score -1031005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1031008.125000 Penalty: 3052.072998
	Iteration 53Q: 3 clusters Score -1031008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1031008.500000 Penalty: 3052.072998
	Iteration 54Q: 3 clusters Score -1031008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1031011.187500 Penalty: 3052.072998
	Iteration 55Q: 3 clusters Score -1031011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1031011.875000 Penalty: 3052.072998
	Iteration 56Q: 3 clusters Score -1031012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1031011.875000 Penalty: 3052.072998
	Iteration 57F: 3 clusters Score -1031012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Entering Unmasked Estep 
Score: -2308327.750000 Penalty: 1657.571411
	Iteration 0F: 2 clusters Score -2308328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2290056.250000 Penalty: 3315.142822
	Iteration 0F: 3 clusters Score -2290056 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2297246.750000 Penalty: 3315.142822
	Iteration 1F: 3 clusters Score -2297247 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2297972.750000 Penalty: 3315.142822
	Iteration 2F: 3 clusters Score -2297973 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2298939.000000 Penalty: 3315.142822
	Iteration 3F: 3 clusters Score -2298939 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2300218.500000 Penalty: 3315.142822
	Iteration 4F: 3 clusters Score -2300218 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2301687.250000 Penalty: 3315.142822
	Iteration 5F: 3 clusters Score -2301687 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2303277.500000 Penalty: 3315.142822
	Iteration 6F: 3 clusters Score -2303278 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2304700.000000 Penalty: 3315.142822
	Iteration 7F: 3 clusters Score -2304700 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -2305733.750000 Penalty: 3315.142822
	Iteration 8Q: 3 clusters Score -2305734 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -2306337.500000 Penalty: 3315.142822
	Iteration 9Q: 3 clusters Score -2306338 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2306611.500000 Penalty: 3315.142822
	Iteration 10Q: 3 clusters Score -2306612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2306717.000000 Penalty: 3315.142822
	Iteration 11Q: 3 clusters Score -2306717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2306765.750000 Penalty: 3315.142822
	Iteration 12Q: 3 clusters Score -2306766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2306797.000000 Penalty: 3315.142822
	Iteration 13Q: 3 clusters Score -2306797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2306826.750000 Penalty: 3315.142822
	Iteration 14Q: 3 clusters Score -2306827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2306838.750000 Penalty: 3315.142822
	Iteration 15Q: 3 clusters Score -2306839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2306846.500000 Penalty: 3315.142822
	Iteration 16Q: 3 clusters Score -2306846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -2306856.750000 Penalty: 3315.142822
	Iteration 17Q: 3 clusters Score -2306857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2306860.750000 Penalty: 3315.142822
	Iteration 18Q: 3 clusters Score -2306861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2306861.250000 Penalty: 3315.142822
	Iteration 19Q: 3 clusters Score -2306861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2306866.750000 Penalty: 3315.142822
	Iteration 20F: 3 clusters Score -2306867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2306868.000000 Penalty: 3315.142822
	Iteration 21Q: 3 clusters Score -2306868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2306868.000000 Penalty: 3315.142822
	Iteration 22F: 3 clusters Score -2306868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -140009.984375 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -140010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -138108.359375 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -138108.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138507.718750 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -138507.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138617.687500 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -138617.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138679.593750 Penalty: 2412.659668
	Iteration 3Q: 3 clusters Score -138679.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -138716.203125 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -138716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138728.859375 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -138728.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138739.656250 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -138739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -138748.437500 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -138748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138750.250000 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -138750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138753.078125 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -138753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138756.078125 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -138756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138763.093750 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -138763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -138766.546875 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -138766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -138771.109375 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -138771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138774.437500 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -138774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -138779.640625 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -138779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138782.218750 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -138782.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138784.812500 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -138784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -138787.484375 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -138787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138788.562500 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -138788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138790.078125 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -138790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138791.421875 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -138791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138792.265625 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -138792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -138794.640625 Penalty: 2412.659668
	Iteration 23Q: 3 clusters Score -138794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -138795.437500 Penalty: 2412.659668
	Iteration 24Q: 3 clusters Score -138795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138795.875000 Penalty: 2412.659668
	Iteration 25Q: 3 clusters Score -138795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138795.875000 Penalty: 2412.659668
	Iteration 26F: 3 clusters Score -138795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Entering Unmasked Estep 
Score: -6770948.000000 Penalty: 1825.620361
	Iteration 0F: 2 clusters Score -6770948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -6720385.000000 Penalty: 3651.240723
	Iteration 0F: 3 clusters Score -6720385 nChanged 35939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -6741138.000000 Penalty: 3651.240723
	Iteration 1F: 3 clusters Score -6741138 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6742214.000000 Penalty: 3651.240723
	Iteration 2Q: 3 clusters Score -6742214 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -6743769.500000 Penalty: 3651.240723
	Iteration 3Q: 3 clusters Score -6743770 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6745940.000000 Penalty: 3651.240723
	Iteration 4F: 3 clusters Score -6745940 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6748696.000000 Penalty: 3651.240723
	Iteration 5F: 3 clusters Score -6748696 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -6751655.000000 Penalty: 3651.240723
	Iteration 6F: 3 clusters Score -6751655 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -6754383.000000 Penalty: 3651.240723
	Iteration 7F: 3 clusters Score -6754383 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -6756731.500000 Penalty: 3651.240723
	Iteration 8F: 3 clusters Score -6756732 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -6759082.000000 Penalty: 3651.240723
	Iteration 9Q: 3 clusters Score -6759082 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -6761383.500000 Penalty: 3651.240723
	Iteration 10Q: 3 clusters Score -6761384 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -6763591.500000 Penalty: 3651.240723
	Iteration 11Q: 3 clusters Score -6763592 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -6765511.000000 Penalty: 3651.240723
	Iteration 12Q: 3 clusters Score -6765511 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -6766923.500000 Penalty: 3651.240723
	Iteration 13Q: 3 clusters Score -6766924 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -6767772.500000 Penalty: 3651.240723
	Iteration 14Q: 3 clusters Score -6767772 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -6768268.000000 Penalty: 3651.240723
	Iteration 15Q: 3 clusters Score -6768268 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -6768599.500000 Penalty: 3651.240723
	Iteration 16Q: 3 clusters Score -6768600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -6768775.500000 Penalty: 3651.240723
	Iteration 17Q: 3 clusters Score -6768776 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -6768916.500000 Penalty: 3651.240723
	Iteration 18Q: 3 clusters Score -6768916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -6769018.000000 Penalty: 3651.240723
	Iteration 19Q: 3 clusters Score -6769018 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -6769104.000000 Penalty: 3651.240723
	Iteration 20F: 3 clusters Score -6769104 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -6769171.000000 Penalty: 3651.240723
	Iteration 21Q: 3 clusters Score -6769171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -6769236.000000 Penalty: 3651.240723
	Iteration 22Q: 3 clusters Score -6769236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -6769275.000000 Penalty: 3651.240723
	Iteration 23Q: 3 clusters Score -6769275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -6769315.500000 Penalty: 3651.240723
	Iteration 24Q: 3 clusters Score -6769316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -6769349.000000 Penalty: 3651.240723
	Iteration 25Q: 3 clusters Score -6769349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -6769400.500000 Penalty: 3651.240723
	Iteration 26Q: 3 clusters Score -6769400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -6769417.000000 Penalty: 3651.240723
	Iteration 27Q: 3 clusters Score -6769417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -6769449.500000 Penalty: 3651.240723
	Iteration 28Q: 3 clusters Score -6769450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -6769467.000000 Penalty: 3651.240723
	Iteration 29Q: 3 clusters Score -6769467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -6769476.500000 Penalty: 3651.240723
	Iteration 30Q: 3 clusters Score -6769476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -6769508.000000 Penalty: 3651.240723
	Iteration 31Q: 3 clusters Score -6769508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -6769545.500000 Penalty: 3651.240723
	Iteration 32Q: 3 clusters Score -6769546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -6769559.500000 Penalty: 3651.240723
	Iteration 33Q: 3 clusters Score -6769560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -6769571.500000 Penalty: 3651.240723
	Iteration 34Q: 3 clusters Score -6769572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -6769572.000000 Penalty: 3651.240723
	Iteration 35Q: 3 clusters Score -6769572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -6769581.000000 Penalty: 3651.240723
	Iteration 36Q: 3 clusters Score -6769581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -6769586.500000 Penalty: 3651.240723
	Iteration 37Q: 3 clusters Score -6769586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -6769594.000000 Penalty: 3651.240723
	Iteration 38Q: 3 clusters Score -6769594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -6769601.000000 Penalty: 3651.240723
	Iteration 39Q: 3 clusters Score -6769601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -6769603.500000 Penalty: 3651.240723
	Iteration 40F: 3 clusters Score -6769604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -6769604.000000 Penalty: 3651.240723
	Iteration 41Q: 3 clusters Score -6769604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -6769612.000000 Penalty: 3651.240723
	Iteration 42Q: 3 clusters Score -6769612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -6769617.000000 Penalty: 3651.240723
	Iteration 43Q: 3 clusters Score -6769617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -6769617.500000 Penalty: 3651.240723
	Iteration 44Q: 3 clusters Score -6769618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -6769615.000000 Penalty: 3651.240723
	Iteration 45Q: 3 clusters Score -6769615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -6769618.500000 Penalty: 3651.240723
	Iteration 46Q: 3 clusters Score -6769618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -6769618.000000 Penalty: 3651.240723
	Iteration 47Q: 3 clusters Score -6769618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -6769615.500000 Penalty: 3651.240723
	Iteration 48Q: 3 clusters Score -6769616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -6769618.000000 Penalty: 3651.240723
	Iteration 49Q: 3 clusters Score -6769618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -6769618.000000 Penalty: 3651.240723
	Iteration 50F: 3 clusters Score -6769618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Entering Unmasked Estep 
Score: -3008612.250000 Penalty: 1697.977295
	Iteration 0F: 2 clusters Score -3008612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2985577.250000 Penalty: 3395.954590
	Iteration 0F: 3 clusters Score -2985577 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2994186.500000 Penalty: 3395.954590
	Iteration 1F: 3 clusters Score -2994186 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2994570.500000 Penalty: 3395.954590
	Iteration 2Q: 3 clusters Score -2994570 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2994968.500000 Penalty: 3395.954590
	Iteration 3Q: 3 clusters Score -2994968 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2995435.000000 Penalty: 3395.954590
	Iteration 4Q: 3 clusters Score -2995435 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2996001.500000 Penalty: 3395.954590
	Iteration 5Q: 3 clusters Score -2996002 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2996681.500000 Penalty: 3395.954590
	Iteration 6Q: 3 clusters Score -2996682 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2997410.000000 Penalty: 3395.954590
	Iteration 7Q: 3 clusters Score -2997410 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2998252.000000 Penalty: 3395.954590
	Iteration 8F: 3 clusters Score -2998252 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2999050.750000 Penalty: 3395.954590
	Iteration 9F: 3 clusters Score -2999051 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2999786.000000 Penalty: 3395.954590
	Iteration 10Q: 3 clusters Score -2999786 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3000374.000000 Penalty: 3395.954590
	Iteration 11Q: 3 clusters Score -3000374 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3000985.000000 Penalty: 3395.954590
	Iteration 12Q: 3 clusters Score -3000985 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3001597.750000 Penalty: 3395.954590
	Iteration 13Q: 3 clusters Score -3001598 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3002299.000000 Penalty: 3395.954590
	Iteration 14Q: 3 clusters Score -3002299 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3003227.250000 Penalty: 3395.954590
	Iteration 15Q: 3 clusters Score -3003227 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3004301.500000 Penalty: 3395.954590
	Iteration 16Q: 3 clusters Score -3004302 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3005404.250000 Penalty: 3395.954590
	Iteration 17Q: 3 clusters Score -3005404 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3006168.000000 Penalty: 3395.954590
	Iteration 18Q: 3 clusters Score -3006168 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3006608.000000 Penalty: 3395.954590
	Iteration 19Q: 3 clusters Score -3006608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3006811.250000 Penalty: 3395.954590
	Iteration 20F: 3 clusters Score -3006811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3006923.750000 Penalty: 3395.954590
	Iteration 21Q: 3 clusters Score -3006924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3006994.500000 Penalty: 3395.954590
	Iteration 22Q: 3 clusters Score -3006994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3007044.250000 Penalty: 3395.954590
	Iteration 23Q: 3 clusters Score -3007044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3007068.250000 Penalty: 3395.954590
	Iteration 24Q: 3 clusters Score -3007068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3007087.750000 Penalty: 3395.954590
	Iteration 25Q: 3 clusters Score -3007088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3007110.500000 Penalty: 3395.954590
	Iteration 26Q: 3 clusters Score -3007110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3007124.250000 Penalty: 3395.954590
	Iteration 27Q: 3 clusters Score -3007124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3007134.500000 Penalty: 3395.954590
	Iteration 28Q: 3 clusters Score -3007134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3007142.000000 Penalty: 3395.954590
	Iteration 29Q: 3 clusters Score -3007142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3007148.250000 Penalty: 3395.954590
	Iteration 30Q: 3 clusters Score -3007148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3007158.750000 Penalty: 3395.954590
	Iteration 31Q: 3 clusters Score -3007159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3007155.000000 Penalty: 3395.954590
	Iteration 32Q: 3 clusters Score -3007155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3007156.750000 Penalty: 3395.954590
	Iteration 33Q: 3 clusters Score -3007157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3007157.250000 Penalty: 3395.954590
	Iteration 34Q: 3 clusters Score -3007157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3007157.250000 Penalty: 3395.954590
	Iteration 35F: 3 clusters Score -3007157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -365217.750000 Penalty: 1367.751343
	Iteration 0F: 2 clusters Score -365217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -361520.468750 Penalty: 2735.502686
	Iteration 0F: 3 clusters Score -361520.5 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -362636.812500 Penalty: 2735.502686
	Iteration 1F: 3 clusters Score -362636.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -362964.375000 Penalty: 2735.502686
	Iteration 2F: 3 clusters Score -362964.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -363183.437500 Penalty: 2735.502686
	Iteration 3F: 3 clusters Score -363183.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -363367.218750 Penalty: 2735.502686
	Iteration 4F: 3 clusters Score -363367.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -363525.468750 Penalty: 2735.502686
	Iteration 5F: 3 clusters Score -363525.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -363668.312500 Penalty: 2735.502686
	Iteration 6Q: 3 clusters Score -363668.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -363795.406250 Penalty: 2735.502686
	Iteration 7Q: 3 clusters Score -363795.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -363888.500000 Penalty: 2735.502686
	Iteration 8Q: 3 clusters Score -363888.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -363999.843750 Penalty: 2735.502686
	Iteration 9Q: 3 clusters Score -363999.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -364103.062500 Penalty: 2735.502686
	Iteration 10Q: 3 clusters Score -364103.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -364185.843750 Penalty: 2735.502686
	Iteration 11Q: 3 clusters Score -364185.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -364250.875000 Penalty: 2735.502686
	Iteration 12Q: 3 clusters Score -364250.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -364314.812500 Penalty: 2735.502686
	Iteration 13Q: 3 clusters Score -364314.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -364358.093750 Penalty: 2735.502686
	Iteration 14Q: 3 clusters Score -364358.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -364400.156250 Penalty: 2735.502686
	Iteration 15Q: 3 clusters Score -364400.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -364435.468750 Penalty: 2735.502686
	Iteration 16Q: 3 clusters Score -364435.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -364457.187500 Penalty: 2735.502686
	Iteration 17Q: 3 clusters Score -364457.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -364472.218750 Penalty: 2735.502686
	Iteration 18Q: 3 clusters Score -364472.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -364496.125000 Penalty: 2735.502686
	Iteration 19Q: 3 clusters Score -364496.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -364524.906250 Penalty: 2735.502686
	Iteration 20F: 3 clusters Score -364524.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -364559.625000 Penalty: 2735.502686
	Iteration 21Q: 3 clusters Score -364559.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -364584.875000 Penalty: 2735.502686
	Iteration 22Q: 3 clusters Score -364584.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -364608.406250 Penalty: 2735.502686
	Iteration 23Q: 3 clusters Score -364608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -364631.093750 Penalty: 2735.502686
	Iteration 24Q: 3 clusters Score -364631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -364654.843750 Penalty: 2735.502686
	Iteration 25Q: 3 clusters Score -364654.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -364682.218750 Penalty: 2735.502686
	Iteration 26Q: 3 clusters Score -364682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -364709.593750 Penalty: 2735.502686
	Iteration 27Q: 3 clusters Score -364709.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -364745.031250 Penalty: 2735.502686
	Iteration 28Q: 3 clusters Score -364745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -364759.437500 Penalty: 2735.502686
	Iteration 29Q: 3 clusters Score -364759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -364766.968750 Penalty: 2735.502686
	Iteration 30Q: 3 clusters Score -364767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -364768.718750 Penalty: 2735.502686
	Iteration 31Q: 3 clusters Score -364768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -364769.937500 Penalty: 2735.502686
	Iteration 32Q: 3 clusters Score -364769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -364772.031250 Penalty: 2735.502686
	Iteration 33Q: 3 clusters Score -364772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -364772.937500 Penalty: 2735.502686
	Iteration 34Q: 3 clusters Score -364772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -364773.375000 Penalty: 2735.502686
	Iteration 35Q: 3 clusters Score -364773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -364775.875000 Penalty: 2735.502686
	Iteration 36Q: 3 clusters Score -364775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -364775.781250 Penalty: 2735.502686
	Iteration 37Q: 3 clusters Score -364775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -364775.781250 Penalty: 2735.502686
	Iteration 38F: 3 clusters Score -364775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Entering Unmasked Estep 
Score: -1551818.500000 Penalty: 1591.381104
	Iteration 0F: 2 clusters Score -1551818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1539640.125000 Penalty: 3182.762207
	Iteration 0F: 3 clusters Score -1539640 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1543882.625000 Penalty: 3182.762207
	Iteration 1F: 3 clusters Score -1543883 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1544181.375000 Penalty: 3182.762207
	Iteration 2Q: 3 clusters Score -1544181 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1544462.250000 Penalty: 3182.762207
	Iteration 3Q: 3 clusters Score -1544462 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1544749.125000 Penalty: 3182.762207
	Iteration 4Q: 3 clusters Score -1544749 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1545036.000000 Penalty: 3182.762207
	Iteration 5Q: 3 clusters Score -1545036 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1545367.000000 Penalty: 3182.762207
	Iteration 6Q: 3 clusters Score -1545367 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1545734.500000 Penalty: 3182.762207
	Iteration 7Q: 3 clusters Score -1545734 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1546118.625000 Penalty: 3182.762207
	Iteration 8Q: 3 clusters Score -1546119 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1546459.000000 Penalty: 3182.762207
	Iteration 9Q: 3 clusters Score -1546459 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1546789.750000 Penalty: 3182.762207
	Iteration 10Q: 3 clusters Score -1546790 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1547111.875000 Penalty: 3182.762207
	Iteration 11Q: 3 clusters Score -1547112 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1547384.000000 Penalty: 3182.762207
	Iteration 12Q: 3 clusters Score -1547384 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1547634.500000 Penalty: 3182.762207
	Iteration 13Q: 3 clusters Score -1547634 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1547857.250000 Penalty: 3182.762207
	Iteration 14Q: 3 clusters Score -1547857 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1548068.750000 Penalty: 3182.762207
	Iteration 15Q: 3 clusters Score -1548069 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1548289.125000 Penalty: 3182.762207
	Iteration 16Q: 3 clusters Score -1548289 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1548538.375000 Penalty: 3182.762207
	Iteration 17Q: 3 clusters Score -1548538 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1548800.375000 Penalty: 3182.762207
	Iteration 18Q: 3 clusters Score -1548800 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1549055.750000 Penalty: 3182.762207
	Iteration 19Q: 3 clusters Score -1549056 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1549285.250000 Penalty: 3182.762207
	Iteration 20F: 3 clusters Score -1549285 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1549497.250000 Penalty: 3182.762207
	Iteration 21Q: 3 clusters Score -1549497 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1549660.750000 Penalty: 3182.762207
	Iteration 22Q: 3 clusters Score -1549661 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1549846.625000 Penalty: 3182.762207
	Iteration 23Q: 3 clusters Score -1549847 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1549984.375000 Penalty: 3182.762207
	Iteration 24Q: 3 clusters Score -1549984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1550091.875000 Penalty: 3182.762207
	Iteration 25Q: 3 clusters Score -1550092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1550156.000000 Penalty: 3182.762207
	Iteration 26Q: 3 clusters Score -1550156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1550216.625000 Penalty: 3182.762207
	Iteration 27Q: 3 clusters Score -1550217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1550262.500000 Penalty: 3182.762207
	Iteration 28Q: 3 clusters Score -1550262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1550298.000000 Penalty: 3182.762207
	Iteration 29Q: 3 clusters Score -1550298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1550327.625000 Penalty: 3182.762207
	Iteration 30Q: 3 clusters Score -1550328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1550352.625000 Penalty: 3182.762207
	Iteration 31Q: 3 clusters Score -1550353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1550371.375000 Penalty: 3182.762207
	Iteration 32Q: 3 clusters Score -1550371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1550382.500000 Penalty: 3182.762207
	Iteration 33Q: 3 clusters Score -1550382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1550399.375000 Penalty: 3182.762207
	Iteration 34Q: 3 clusters Score -1550399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1550408.375000 Penalty: 3182.762207
	Iteration 35Q: 3 clusters Score -1550408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1550424.875000 Penalty: 3182.762207
	Iteration 36Q: 3 clusters Score -1550425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1550432.375000 Penalty: 3182.762207
	Iteration 37Q: 3 clusters Score -1550432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1550443.125000 Penalty: 3182.762207
	Iteration 38Q: 3 clusters Score -1550443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1550449.000000 Penalty: 3182.762207
	Iteration 39Q: 3 clusters Score -1550449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1550448.625000 Penalty: 3182.762207
	Iteration 40F: 3 clusters Score -1550449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1550453.750000 Penalty: 3182.762207
	Iteration 41Q: 3 clusters Score -1550454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1550461.125000 Penalty: 3182.762207
	Iteration 42Q: 3 clusters Score -1550461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1550461.375000 Penalty: 3182.762207
	Iteration 43Q: 3 clusters Score -1550461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1550463.625000 Penalty: 3182.762207
	Iteration 44Q: 3 clusters Score -1550464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1550463.375000 Penalty: 3182.762207
	Iteration 45Q: 3 clusters Score -1550463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1550466.500000 Penalty: 3182.762207
	Iteration 46Q: 3 clusters Score -1550466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1550471.000000 Penalty: 3182.762207
	Iteration 47Q: 3 clusters Score -1550471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1550470.250000 Penalty: 3182.762207
	Iteration 48Q: 3 clusters Score -1550470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1550471.250000 Penalty: 3182.762207
	Iteration 49Q: 3 clusters Score -1550471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1550471.250000 Penalty: 3182.762207
	Iteration 50F: 3 clusters Score -1550471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -99324.234375 Penalty: 1158.771118
	Iteration 0F: 2 clusters Score -99324.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97744.375000 Penalty: 2317.542236
	Iteration 0F: 3 clusters Score -97744.38 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98048.507812 Penalty: 2317.542236
	Iteration 1F: 3 clusters Score -98048.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98148.335938 Penalty: 2317.542236
	Iteration 2F: 3 clusters Score -98148.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98202.117188 Penalty: 2317.542236
	Iteration 3Q: 3 clusters Score -98202.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -98235.429688 Penalty: 2317.542236
	Iteration 4Q: 3 clusters Score -98235.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98279.984375 Penalty: 2317.542236
	Iteration 5Q: 3 clusters Score -98279.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -98333.890625 Penalty: 2317.542236
	Iteration 6Q: 3 clusters Score -98333.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98382.343750 Penalty: 2317.542236
	Iteration 7Q: 3 clusters Score -98382.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -98458.695312 Penalty: 2317.542236
	Iteration 8Q: 3 clusters Score -98458.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -98525.562500 Penalty: 2317.542236
	Iteration 9Q: 3 clusters Score -98525.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98579.906250 Penalty: 2317.542236
	Iteration 10Q: 3 clusters Score -98579.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -98635.890625 Penalty: 2317.542236
	Iteration 11Q: 3 clusters Score -98635.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98680.203125 Penalty: 2317.542236
	Iteration 12Q: 3 clusters Score -98680.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -98727.242188 Penalty: 2317.542236
	Iteration 13Q: 3 clusters Score -98727.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98761.867188 Penalty: 2317.542236
	Iteration 14Q: 3 clusters Score -98761.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -98784.867188 Penalty: 2317.542236
	Iteration 15Q: 3 clusters Score -98784.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -98808.687500 Penalty: 2317.542236
	Iteration 16Q: 3 clusters Score -98808.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -98827.093750 Penalty: 2317.542236
	Iteration 17Q: 3 clusters Score -98827.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98837.164062 Penalty: 2317.542236
	Iteration 18Q: 3 clusters Score -98837.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98845.843750 Penalty: 2317.542236
	Iteration 19Q: 3 clusters Score -98845.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98856.367188 Penalty: 2317.542236
	Iteration 20F: 3 clusters Score -98856.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98869.484375 Penalty: 2317.542236
	Iteration 21Q: 3 clusters Score -98869.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -98877.585938 Penalty: 2317.542236
	Iteration 22Q: 3 clusters Score -98877.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -98885.570312 Penalty: 2317.542236
	Iteration 23Q: 3 clusters Score -98885.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -98890.570312 Penalty: 2317.542236
	Iteration 24Q: 3 clusters Score -98890.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -98890.570312 Penalty: 2317.542236
	Iteration 25F: 3 clusters Score -98890.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -748420.312500 Penalty: 1491.378418
	Iteration 0F: 2 clusters Score -748420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -741553.625000 Penalty: 2982.756836
	Iteration 0F: 3 clusters Score -741553.6 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -744135.187500 Penalty: 2982.756836
	Iteration 1F: 3 clusters Score -744135.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -744587.062500 Penalty: 2982.756836
	Iteration 2F: 3 clusters Score -744587.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -744968.875000 Penalty: 2982.756836
	Iteration 3F: 3 clusters Score -744968.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -745328.750000 Penalty: 2982.756836
	Iteration 4F: 3 clusters Score -745328.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -745643.750000 Penalty: 2982.756836
	Iteration 5F: 3 clusters Score -745643.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -745974.250000 Penalty: 2982.756836
	Iteration 6Q: 3 clusters Score -745974.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -746299.187500 Penalty: 2982.756836
	Iteration 7Q: 3 clusters Score -746299.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -746618.812500 Penalty: 2982.756836
	Iteration 8Q: 3 clusters Score -746618.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -746886.062500 Penalty: 2982.756836
	Iteration 9Q: 3 clusters Score -746886.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -747074.250000 Penalty: 2982.756836
	Iteration 10Q: 3 clusters Score -747074.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -747203.937500 Penalty: 2982.756836
	Iteration 11Q: 3 clusters Score -747203.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -747285.125000 Penalty: 2982.756836
	Iteration 12Q: 3 clusters Score -747285.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -747334.250000 Penalty: 2982.756836
	Iteration 13Q: 3 clusters Score -747334.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -747363.125000 Penalty: 2982.756836
	Iteration 14Q: 3 clusters Score -747363.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -747382.875000 Penalty: 2982.756836
	Iteration 15Q: 3 clusters Score -747382.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -747390.062500 Penalty: 2982.756836
	Iteration 16Q: 3 clusters Score -747390.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -747396.312500 Penalty: 2982.756836
	Iteration 17Q: 3 clusters Score -747396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -747402.562500 Penalty: 2982.756836
	Iteration 18Q: 3 clusters Score -747402.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -747406.312500 Penalty: 2982.756836
	Iteration 19Q: 3 clusters Score -747406.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -747411.062500 Penalty: 2982.756836
	Iteration 20F: 3 clusters Score -747411.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -747414.937500 Penalty: 2982.756836
	Iteration 21Q: 3 clusters Score -747414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -747415.312500 Penalty: 2982.756836
	Iteration 22Q: 3 clusters Score -747415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -747417.187500 Penalty: 2982.756836
	Iteration 23Q: 3 clusters Score -747417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -747417.125000 Penalty: 2982.756836
	Iteration 24Q: 3 clusters Score -747417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -747416.937500 Penalty: 2982.756836
	Iteration 25Q: 3 clusters Score -747416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -747416.000000 Penalty: 2982.756836
	Iteration 26Q: 3 clusters Score -747416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -747417.250000 Penalty: 2982.756836
	Iteration 27Q: 3 clusters Score -747417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -747416.750000 Penalty: 2982.756836
	Iteration 28Q: 3 clusters Score -747416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -747417.750000 Penalty: 2982.756836
	Iteration 29Q: 3 clusters Score -747417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -747417.437500 Penalty: 2982.756836
	Iteration 30Q: 3 clusters Score -747417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -747419.187500 Penalty: 2982.756836
	Iteration 31Q: 3 clusters Score -747419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -747420.062500 Penalty: 2982.756836
	Iteration 32Q: 3 clusters Score -747420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -747419.062500 Penalty: 2982.756836
	Iteration 33Q: 3 clusters Score -747419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -747419.062500 Penalty: 2982.756836
	Iteration 34F: 3 clusters Score -747419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -265074.875000 Penalty: 1307.303833
	Iteration 0F: 2 clusters Score -265074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -262270.531250 Penalty: 2614.607666
	Iteration 0F: 3 clusters Score -262270.5 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -263057.718750 Penalty: 2614.607666
	Iteration 1F: 3 clusters Score -263057.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -263334.312500 Penalty: 2614.607666
	Iteration 2F: 3 clusters Score -263334.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -263573.718750 Penalty: 2614.607666
	Iteration 3F: 3 clusters Score -263573.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -263802.625000 Penalty: 2614.607666
	Iteration 4F: 3 clusters Score -263802.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264005.156250 Penalty: 2614.607666
	Iteration 5F: 3 clusters Score -264005.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -264150.625000 Penalty: 2614.607666
	Iteration 6F: 3 clusters Score -264150.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264257.875000 Penalty: 2614.607666
	Iteration 7Q: 3 clusters Score -264257.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -264346.312500 Penalty: 2614.607666
	Iteration 8Q: 3 clusters Score -264346.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264404.437500 Penalty: 2614.607666
	Iteration 9Q: 3 clusters Score -264404.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -264453.656250 Penalty: 2614.607666
	Iteration 10Q: 3 clusters Score -264453.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -264495.812500 Penalty: 2614.607666
	Iteration 11Q: 3 clusters Score -264495.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -264532.875000 Penalty: 2614.607666
	Iteration 12Q: 3 clusters Score -264532.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -264561.687500 Penalty: 2614.607666
	Iteration 13Q: 3 clusters Score -264561.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -264575.968750 Penalty: 2614.607666
	Iteration 14Q: 3 clusters Score -264576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -264585.656250 Penalty: 2614.607666
	Iteration 15Q: 3 clusters Score -264585.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -264600.750000 Penalty: 2614.607666
	Iteration 16Q: 3 clusters Score -264600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -264609.375000 Penalty: 2614.607666
	Iteration 17Q: 3 clusters Score -264609.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -264616.000000 Penalty: 2614.607666
	Iteration 18Q: 3 clusters Score -264616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -264619.000000 Penalty: 2614.607666
	Iteration 19Q: 3 clusters Score -264619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -264622.531250 Penalty: 2614.607666
	Iteration 20F: 3 clusters Score -264622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -264623.906250 Penalty: 2614.607666
	Iteration 21Q: 3 clusters Score -264623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -264626.312500 Penalty: 2614.607666
	Iteration 22Q: 3 clusters Score -264626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -264630.500000 Penalty: 2614.607666
	Iteration 23Q: 3 clusters Score -264630.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -264637.656250 Penalty: 2614.607666
	Iteration 24Q: 3 clusters Score -264637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -264643.812500 Penalty: 2614.607666
	Iteration 25Q: 3 clusters Score -264643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -264650.406250 Penalty: 2614.607666
	Iteration 26Q: 3 clusters Score -264650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -264658.093750 Penalty: 2614.607666
	Iteration 27Q: 3 clusters Score -264658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -264663.218750 Penalty: 2614.607666
	Iteration 28Q: 3 clusters Score -264663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -264667.500000 Penalty: 2614.607666
	Iteration 29Q: 3 clusters Score -264667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -264670.718750 Penalty: 2614.607666
	Iteration 30Q: 3 clusters Score -264670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -264672.625000 Penalty: 2614.607666
	Iteration 31Q: 3 clusters Score -264672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -264673.656250 Penalty: 2614.607666
	Iteration 32Q: 3 clusters Score -264673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -264675.062500 Penalty: 2614.607666
	Iteration 33Q: 3 clusters Score -264675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -264676.250000 Penalty: 2614.607666
	Iteration 34Q: 3 clusters Score -264676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -264676.250000 Penalty: 2614.607666
	Iteration 35F: 3 clusters Score -264676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -279366.500000 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -279366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -276484.531250 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -276484.5 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -277263.406250 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -277263.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -277481.781250 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -277481.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277608.312500 Penalty: 2636.181641
	Iteration 3F: 3 clusters Score -277608.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277695.031250 Penalty: 2636.181641
	Iteration 4Q: 3 clusters Score -277695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -277756.218750 Penalty: 2636.181641
	Iteration 5Q: 3 clusters Score -277756.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -277830.781250 Penalty: 2636.181641
	Iteration 6Q: 3 clusters Score -277830.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -277884.718750 Penalty: 2636.181641
	Iteration 7Q: 3 clusters Score -277884.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -277934.656250 Penalty: 2636.181641
	Iteration 8Q: 3 clusters Score -277934.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -277994.718750 Penalty: 2636.181641
	Iteration 9Q: 3 clusters Score -277994.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -278046.312500 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -278046.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -278097.687500 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -278097.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -278141.843750 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -278141.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -278196.062500 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -278196.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -278240.812500 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -278240.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -278265.531250 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -278265.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -278282.406250 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -278282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -278291.406250 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -278291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -278300.468750 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -278300.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -278306.875000 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -278306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -278310.781250 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -278310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -278316.312500 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -278316.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -278318.281250 Penalty: 2636.181641
	Iteration 22Q: 3 clusters Score -278318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -278319.843750 Penalty: 2636.181641
	Iteration 23Q: 3 clusters Score -278319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -278321.500000 Penalty: 2636.181641
	Iteration 24Q: 3 clusters Score -278321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -278322.875000 Penalty: 2636.181641
	Iteration 25Q: 3 clusters Score -278322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -278324.687500 Penalty: 2636.181641
	Iteration 26Q: 3 clusters Score -278324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -278326.437500 Penalty: 2636.181641
	Iteration 27Q: 3 clusters Score -278326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -278329.312500 Penalty: 2636.181641
	Iteration 28Q: 3 clusters Score -278329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -278330.031250 Penalty: 2636.181641
	Iteration 29Q: 3 clusters Score -278330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -278331.437500 Penalty: 2636.181641
	Iteration 30Q: 3 clusters Score -278331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -278332.593750 Penalty: 2636.181641
	Iteration 31Q: 3 clusters Score -278332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -278334.906250 Penalty: 2636.181641
	Iteration 32Q: 3 clusters Score -278334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -278335.000000 Penalty: 2636.181641
	Iteration 33Q: 3 clusters Score -278335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -278335.406250 Penalty: 2636.181641
	Iteration 34Q: 3 clusters Score -278335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -278336.187500 Penalty: 2636.181641
	Iteration 35Q: 3 clusters Score -278336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -278337.656250 Penalty: 2636.181641
	Iteration 36Q: 3 clusters Score -278337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -278338.625000 Penalty: 2636.181641
	Iteration 37Q: 3 clusters Score -278338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -278339.000000 Penalty: 2636.181641
	Iteration 38Q: 3 clusters Score -278339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -278339.343750 Penalty: 2636.181641
	Iteration 39Q: 3 clusters Score -278339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -278339.343750 Penalty: 2636.181641
	Iteration 40F: 3 clusters Score -278339.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Entering Unmasked Estep 
Score: -3364042.000000 Penalty: 1714.726074
	Iteration 0F: 2 clusters Score -3364042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3338393.250000 Penalty: 3429.452148
	Iteration 0F: 3 clusters Score -3338393 nChanged 17835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3348539.000000 Penalty: 3429.452148
	Iteration 1F: 3 clusters Score -3348539 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3349258.500000 Penalty: 3429.452148
	Iteration 2Q: 3 clusters Score -3349258 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3350300.500000 Penalty: 3429.452148
	Iteration 3F: 3 clusters Score -3350300 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3351819.750000 Penalty: 3429.452148
	Iteration 4F: 3 clusters Score -3351820 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3353845.000000 Penalty: 3429.452148
	Iteration 5F: 3 clusters Score -3353845 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3356040.250000 Penalty: 3429.452148
	Iteration 6F: 3 clusters Score -3356040 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3358062.000000 Penalty: 3429.452148
	Iteration 7F: 3 clusters Score -3358062 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3359682.000000 Penalty: 3429.452148
	Iteration 8Q: 3 clusters Score -3359682 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3360769.750000 Penalty: 3429.452148
	Iteration 9Q: 3 clusters Score -3360770 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -3361483.750000 Penalty: 3429.452148
	Iteration 10Q: 3 clusters Score -3361484 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -3361867.500000 Penalty: 3429.452148
	Iteration 11Q: 3 clusters Score -3361868 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3362097.000000 Penalty: 3429.452148
	Iteration 12Q: 3 clusters Score -3362097 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3362253.250000 Penalty: 3429.452148
	Iteration 13Q: 3 clusters Score -3362253 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -3362386.250000 Penalty: 3429.452148
	Iteration 14Q: 3 clusters Score -3362386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3362467.250000 Penalty: 3429.452148
	Iteration 15Q: 3 clusters Score -3362467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3362511.500000 Penalty: 3429.452148
	Iteration 16Q: 3 clusters Score -3362512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -3362545.250000 Penalty: 3429.452148
	Iteration 17Q: 3 clusters Score -3362545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3362569.000000 Penalty: 3429.452148
	Iteration 18Q: 3 clusters Score -3362569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -3362585.500000 Penalty: 3429.452148
	Iteration 19Q: 3 clusters Score -3362586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -3362597.250000 Penalty: 3429.452148
	Iteration 20F: 3 clusters Score -3362597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -3362616.250000 Penalty: 3429.452148
	Iteration 21Q: 3 clusters Score -3362616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3362632.500000 Penalty: 3429.452148
	Iteration 22Q: 3 clusters Score -3362632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3362633.500000 Penalty: 3429.452148
	Iteration 23Q: 3 clusters Score -3362634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3362641.500000 Penalty: 3429.452148
	Iteration 24Q: 3 clusters Score -3362642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -3362655.750000 Penalty: 3429.452148
	Iteration 25Q: 3 clusters Score -3362656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3362654.500000 Penalty: 3429.452148
	Iteration 26Q: 3 clusters Score -3362654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3362652.750000 Penalty: 3429.452148
	Iteration 27Q: 3 clusters Score -3362653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -3362663.750000 Penalty: 3429.452148
	Iteration 28Q: 3 clusters Score -3362664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3362666.000000 Penalty: 3429.452148
	Iteration 29Q: 3 clusters Score -3362666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3362677.750000 Penalty: 3429.452148
	Iteration 30Q: 3 clusters Score -3362678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3362676.750000 Penalty: 3429.452148
	Iteration 31Q: 3 clusters Score -3362677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3362684.250000 Penalty: 3429.452148
	Iteration 32Q: 3 clusters Score -3362684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3362679.250000 Penalty: 3429.452148
	Iteration 33Q: 3 clusters Score -3362679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3362689.500000 Penalty: 3429.452148
	Iteration 34Q: 3 clusters Score -3362690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3362691.000000 Penalty: 3429.452148
	Iteration 35Q: 3 clusters Score -3362691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -3362695.250000 Penalty: 3429.452148
	Iteration 36Q: 3 clusters Score -3362695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3362696.250000 Penalty: 3429.452148
	Iteration 37Q: 3 clusters Score -3362696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3362701.250000 Penalty: 3429.452148
	Iteration 38Q: 3 clusters Score -3362701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -3362702.500000 Penalty: 3429.452148
	Iteration 39Q: 3 clusters Score -3362702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3362704.750000 Penalty: 3429.452148
	Iteration 40F: 3 clusters Score -3362705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3362710.000000 Penalty: 3429.452148
	Iteration 41Q: 3 clusters Score -3362710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3362708.750000 Penalty: 3429.452148
	Iteration 42Q: 3 clusters Score -3362709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3362709.000000 Penalty: 3429.452148
	Iteration 43Q: 3 clusters Score -3362709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -3362708.250000 Penalty: 3429.452148
	Iteration 44Q: 3 clusters Score -3362708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3362712.250000 Penalty: 3429.452148
	Iteration 45Q: 3 clusters Score -3362712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3362711.250000 Penalty: 3429.452148
	Iteration 46Q: 3 clusters Score -3362711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3362714.250000 Penalty: 3429.452148
	Iteration 47Q: 3 clusters Score -3362714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -3362712.000000 Penalty: 3429.452148
	Iteration 48Q: 3 clusters Score -3362712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3362711.000000 Penalty: 3429.452148
	Iteration 49Q: 3 clusters Score -3362711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3362717.000000 Penalty: 3429.452148
	Iteration 50Q: 3 clusters Score -3362717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3362719.250000 Penalty: 3429.452148
	Iteration 51Q: 3 clusters Score -3362719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3362719.250000 Penalty: 3429.452148
	Iteration 52F: 3 clusters Score -3362719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -136524.140625 Penalty: 1239.949951
	Iteration 0F: 2 clusters Score -136524.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -134432.359375 Penalty: 2479.899902
	Iteration 0F: 3 clusters Score -134432.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -135077.828125 Penalty: 2479.899902
	Iteration 1F: 3 clusters Score -135077.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135458.609375 Penalty: 2479.899902
	Iteration 2F: 3 clusters Score -135458.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135709.000000 Penalty: 2479.899902
	Iteration 3F: 3 clusters Score -135709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135890.609375 Penalty: 2479.899902
	Iteration 4F: 3 clusters Score -135890.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -136019.781250 Penalty: 2479.899902
	Iteration 5F: 3 clusters Score -136019.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136101.000000 Penalty: 2479.899902
	Iteration 6Q: 3 clusters Score -136101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136177.437500 Penalty: 2479.899902
	Iteration 7Q: 3 clusters Score -136177.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136226.609375 Penalty: 2479.899902
	Iteration 8Q: 3 clusters Score -136226.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136274.765625 Penalty: 2479.899902
	Iteration 9Q: 3 clusters Score -136274.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -136294.953125 Penalty: 2479.899902
	Iteration 10Q: 3 clusters Score -136295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136328.343750 Penalty: 2479.899902
	Iteration 11Q: 3 clusters Score -136328.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136350.859375 Penalty: 2479.899902
	Iteration 12Q: 3 clusters Score -136350.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136372.921875 Penalty: 2479.899902
	Iteration 13Q: 3 clusters Score -136372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136387.984375 Penalty: 2479.899902
	Iteration 14Q: 3 clusters Score -136388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136393.687500 Penalty: 2479.899902
	Iteration 15Q: 3 clusters Score -136393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136396.890625 Penalty: 2479.899902
	Iteration 16Q: 3 clusters Score -136396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136398.437500 Penalty: 2479.899902
	Iteration 17Q: 3 clusters Score -136398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136400.578125 Penalty: 2479.899902
	Iteration 18Q: 3 clusters Score -136400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136402.640625 Penalty: 2479.899902
	Iteration 19Q: 3 clusters Score -136402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136403.656250 Penalty: 2479.899902
	Iteration 20F: 3 clusters Score -136403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136405.109375 Penalty: 2479.899902
	Iteration 21Q: 3 clusters Score -136405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136406.156250 Penalty: 2479.899902
	Iteration 22Q: 3 clusters Score -136406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136406.687500 Penalty: 2479.899902
	Iteration 23Q: 3 clusters Score -136406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136406.906250 Penalty: 2479.899902
	Iteration 24Q: 3 clusters Score -136406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136406.906250 Penalty: 2479.899902
	Iteration 25F: 3 clusters Score -136406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -128019.789062 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -128019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -126181.359375 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -126181.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126674.562500 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -126674.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126855.851562 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -126855.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126994.179688 Penalty: 2413.435059
	Iteration 3F: 3 clusters Score -126994.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127089.953125 Penalty: 2413.435059
	Iteration 4F: 3 clusters Score -127090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127144.273438 Penalty: 2413.435059
	Iteration 5Q: 3 clusters Score -127144.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127182.203125 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -127182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127212.625000 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -127212.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127239.929688 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -127239.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127276.125000 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -127276.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127306.109375 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -127306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127335.515625 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -127335.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127363.515625 Penalty: 2413.435059
	Iteration 12Q: 3 clusters Score -127363.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127394.453125 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -127394.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127416.273438 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -127416.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127438.570312 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -127438.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127462.828125 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -127462.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127475.187500 Penalty: 2413.435059
	Iteration 17Q: 3 clusters Score -127475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127481.281250 Penalty: 2413.435059
	Iteration 18Q: 3 clusters Score -127481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127487.539062 Penalty: 2413.435059
	Iteration 19Q: 3 clusters Score -127487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127505.109375 Penalty: 2413.435059
	Iteration 20F: 3 clusters Score -127505.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127519.875000 Penalty: 2413.435059
	Iteration 21Q: 3 clusters Score -127519.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127527.671875 Penalty: 2413.435059
	Iteration 22Q: 3 clusters Score -127527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127532.750000 Penalty: 2413.435059
	Iteration 23Q: 3 clusters Score -127532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127539.664062 Penalty: 2413.435059
	Iteration 24Q: 3 clusters Score -127539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127544.414062 Penalty: 2413.435059
	Iteration 25Q: 3 clusters Score -127544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127547.773438 Penalty: 2413.435059
	Iteration 26Q: 3 clusters Score -127547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127556.953125 Penalty: 2413.435059
	Iteration 27Q: 3 clusters Score -127557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127568.375000 Penalty: 2413.435059
	Iteration 28Q: 3 clusters Score -127568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127578.375000 Penalty: 2413.435059
	Iteration 29Q: 3 clusters Score -127578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127586.867188 Penalty: 2413.435059
	Iteration 30Q: 3 clusters Score -127586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127602.804688 Penalty: 2413.435059
	Iteration 31Q: 3 clusters Score -127602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127617.312500 Penalty: 2413.435059
	Iteration 32Q: 3 clusters Score -127617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127624.406250 Penalty: 2413.435059
	Iteration 33Q: 3 clusters Score -127624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127635.015625 Penalty: 2413.435059
	Iteration 34Q: 3 clusters Score -127635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127641.578125 Penalty: 2413.435059
	Iteration 35Q: 3 clusters Score -127641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127643.195312 Penalty: 2413.435059
	Iteration 36Q: 3 clusters Score -127643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127645.914062 Penalty: 2413.435059
	Iteration 37Q: 3 clusters Score -127645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127648.265625 Penalty: 2413.435059
	Iteration 38Q: 3 clusters Score -127648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127653.242188 Penalty: 2413.435059
	Iteration 39Q: 3 clusters Score -127653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127655.250000 Penalty: 2413.435059
	Iteration 40F: 3 clusters Score -127655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -127657.429688 Penalty: 2413.435059
	Iteration 41Q: 3 clusters Score -127657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -127658.875000 Penalty: 2413.435059
	Iteration 42Q: 3 clusters Score -127658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127659.046875 Penalty: 2413.435059
	Iteration 43Q: 3 clusters Score -127659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -127659.476562 Penalty: 2413.435059
	Iteration 44Q: 3 clusters Score -127659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -127660.250000 Penalty: 2413.435059
	Iteration 45Q: 3 clusters Score -127660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -127660.250000 Penalty: 2413.435059
	Iteration 46F: 3 clusters Score -127660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -84683.695312 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -84683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83176.312500 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -83176.31 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83456.039062 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -83456.04 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -83559.062500 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -83559.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83615.546875 Penalty: 2277.764160
	Iteration 3Q: 3 clusters Score -83615.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83641.593750 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -83641.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83649.554688 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -83649.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -83657.015625 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -83657.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83665.101562 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -83665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83670.046875 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -83670.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83672.164062 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -83672.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83674.851562 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -83674.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83681.851562 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -83681.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83686.429688 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -83686.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83691.140625 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -83691.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83694.664062 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -83694.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -83695.632812 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -83695.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83696.437500 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -83696.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83696.437500 Penalty: 2277.764160
	Iteration 17F: 3 clusters Score -83696.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -293967.750000 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -293967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -290791.093750 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -290791.1 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -291652.218750 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -291652.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291800.218750 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -291800.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -291918.468750 Penalty: 2671.805908
	Iteration 3Q: 3 clusters Score -291918.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -292004.718750 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -292004.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -292080.093750 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -292080.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -292148.625000 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -292148.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -292203.281250 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -292203.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -292253.875000 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -292253.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -292297.281250 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -292297.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -292337.531250 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -292337.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -292389.062500 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -292389.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -292438.281250 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -292438.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -292478.593750 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -292478.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -292517.718750 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -292517.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -292560.781250 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -292560.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -292608.812500 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -292608.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -292671.781250 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -292671.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -292734.687500 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -292734.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -292812.468750 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -292812.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -292863.406250 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -292863.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -292895.718750 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -292895.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -292923.843750 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -292923.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -292948.781250 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -292948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -292962.468750 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -292962.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -292979.468750 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -292979.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -292995.531250 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -292995.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -293007.218750 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -293007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -293016.187500 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -293016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -293022.250000 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -293022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -293026.812500 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -293026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -293031.281250 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -293031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -293033.906250 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -293033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -293038.281250 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -293038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -293040.625000 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -293040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -293044.656250 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -293044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -293047.593750 Penalty: 2671.805908
	Iteration 36Q: 3 clusters Score -293047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -293050.562500 Penalty: 2671.805908
	Iteration 37Q: 3 clusters Score -293050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -293052.218750 Penalty: 2671.805908
	Iteration 38Q: 3 clusters Score -293052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -293053.750000 Penalty: 2671.805908
	Iteration 39Q: 3 clusters Score -293053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -293054.968750 Penalty: 2671.805908
	Iteration 40F: 3 clusters Score -293055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -293057.187500 Penalty: 2671.805908
	Iteration 41Q: 3 clusters Score -293057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -293059.750000 Penalty: 2671.805908
	Iteration 42Q: 3 clusters Score -293059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -293063.406250 Penalty: 2671.805908
	Iteration 43Q: 3 clusters Score -293063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -293067.500000 Penalty: 2671.805908
	Iteration 44Q: 3 clusters Score -293067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -293069.250000 Penalty: 2671.805908
	Iteration 45Q: 3 clusters Score -293069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -293070.937500 Penalty: 2671.805908
	Iteration 46Q: 3 clusters Score -293070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -293072.000000 Penalty: 2671.805908
	Iteration 47Q: 3 clusters Score -293072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -293073.000000 Penalty: 2671.805908
	Iteration 48Q: 3 clusters Score -293073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -293074.375000 Penalty: 2671.805908
	Iteration 49Q: 3 clusters Score -293074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -293075.093750 Penalty: 2671.805908
	Iteration 50Q: 3 clusters Score -293075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -293076.031250 Penalty: 2671.805908
	Iteration 51Q: 3 clusters Score -293076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -293077.562500 Penalty: 2671.805908
	Iteration 52Q: 3 clusters Score -293077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -293078.406250 Penalty: 2671.805908
	Iteration 53Q: 3 clusters Score -293078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -293079.218750 Penalty: 2671.805908
	Iteration 54Q: 3 clusters Score -293079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -293080.187500 Penalty: 2671.805908
	Iteration 55Q: 3 clusters Score -293080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -293080.531250 Penalty: 2671.805908
	Iteration 56Q: 3 clusters Score -293080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -293080.593750 Penalty: 2671.805908
	Iteration 57Q: 3 clusters Score -293080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -293080.593750 Penalty: 2671.805908
	Iteration 58F: 3 clusters Score -293080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Entering Unmasked Estep 
Score: -2368151.500000 Penalty: 1658.456421
	Iteration 0F: 2 clusters Score -2368152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2349988.750000 Penalty: 3316.912842
	Iteration 0F: 3 clusters Score -2349989 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2356604.500000 Penalty: 3316.912842
	Iteration 1F: 3 clusters Score -2356604 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2356889.500000 Penalty: 3316.912842
	Iteration 2Q: 3 clusters Score -2356890 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2357150.750000 Penalty: 3316.912842
	Iteration 3Q: 3 clusters Score -2357151 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2357390.000000 Penalty: 3316.912842
	Iteration 4Q: 3 clusters Score -2357390 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2357620.500000 Penalty: 3316.912842
	Iteration 5Q: 3 clusters Score -2357620 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2357895.750000 Penalty: 3316.912842
	Iteration 6Q: 3 clusters Score -2357896 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2358269.250000 Penalty: 3316.912842
	Iteration 7Q: 3 clusters Score -2358269 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2358721.250000 Penalty: 3316.912842
	Iteration 8Q: 3 clusters Score -2358721 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2359386.000000 Penalty: 3316.912842
	Iteration 9Q: 3 clusters Score -2359386 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2360320.000000 Penalty: 3316.912842
	Iteration 10F: 3 clusters Score -2360320 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2361585.750000 Penalty: 3316.912842
	Iteration 11F: 3 clusters Score -2361586 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2362966.750000 Penalty: 3316.912842
	Iteration 12F: 3 clusters Score -2362967 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2364106.250000 Penalty: 3316.912842
	Iteration 13Q: 3 clusters Score -2364106 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2364925.500000 Penalty: 3316.912842
	Iteration 14Q: 3 clusters Score -2364926 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2365468.500000 Penalty: 3316.912842
	Iteration 15Q: 3 clusters Score -2365468 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2365811.000000 Penalty: 3316.912842
	Iteration 16Q: 3 clusters Score -2365811 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2366093.750000 Penalty: 3316.912842
	Iteration 17Q: 3 clusters Score -2366094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2366267.250000 Penalty: 3316.912842
	Iteration 18Q: 3 clusters Score -2366267 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2366403.250000 Penalty: 3316.912842
	Iteration 19Q: 3 clusters Score -2366403 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2366499.250000 Penalty: 3316.912842
	Iteration 20F: 3 clusters Score -2366499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2366553.250000 Penalty: 3316.912842
	Iteration 21Q: 3 clusters Score -2366553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2366592.750000 Penalty: 3316.912842
	Iteration 22Q: 3 clusters Score -2366593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2366616.000000 Penalty: 3316.912842
	Iteration 23Q: 3 clusters Score -2366616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2366636.750000 Penalty: 3316.912842
	Iteration 24Q: 3 clusters Score -2366637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2366652.500000 Penalty: 3316.912842
	Iteration 25Q: 3 clusters Score -2366652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2366665.000000 Penalty: 3316.912842
	Iteration 26Q: 3 clusters Score -2366665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2366667.500000 Penalty: 3316.912842
	Iteration 27Q: 3 clusters Score -2366668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2366673.000000 Penalty: 3316.912842
	Iteration 28Q: 3 clusters Score -2366673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2366677.500000 Penalty: 3316.912842
	Iteration 29Q: 3 clusters Score -2366678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2366683.500000 Penalty: 3316.912842
	Iteration 30Q: 3 clusters Score -2366684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2366687.000000 Penalty: 3316.912842
	Iteration 31Q: 3 clusters Score -2366687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2366690.000000 Penalty: 3316.912842
	Iteration 32Q: 3 clusters Score -2366690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2366694.000000 Penalty: 3316.912842
	Iteration 33Q: 3 clusters Score -2366694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2366698.500000 Penalty: 3316.912842
	Iteration 34Q: 3 clusters Score -2366698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2366701.500000 Penalty: 3316.912842
	Iteration 35Q: 3 clusters Score -2366702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2366703.250000 Penalty: 3316.912842
	Iteration 36Q: 3 clusters Score -2366703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2366706.000000 Penalty: 3316.912842
	Iteration 37Q: 3 clusters Score -2366706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2366708.750000 Penalty: 3316.912842
	Iteration 38Q: 3 clusters Score -2366709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2366707.500000 Penalty: 3316.912842
	Iteration 39Q: 3 clusters Score -2366708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2366707.750000 Penalty: 3316.912842
	Iteration 40F: 3 clusters Score -2366708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -229767.093750 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -229767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -227165.843750 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -227165.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -228007.359375 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -228007.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -228491.093750 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -228491.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228834.671875 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -228834.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229038.843750 Penalty: 2582.305420
	Iteration 4F: 3 clusters Score -229038.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -229142.031250 Penalty: 2582.305420
	Iteration 5Q: 3 clusters Score -229142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -229186.031250 Penalty: 2582.305420
	Iteration 6Q: 3 clusters Score -229186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -229217.328125 Penalty: 2582.305420
	Iteration 7Q: 3 clusters Score -229217.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -229253.296875 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -229253.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229278.796875 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -229278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -229292.296875 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -229292.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -229302.156250 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -229302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229309.765625 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -229309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -229312.109375 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -229312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229313.937500 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -229313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229314.625000 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -229314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229315.578125 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -229315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229315.406250 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -229315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229316.031250 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -229316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229316.031250 Penalty: 2582.305420
	Iteration 19F: 3 clusters Score -229316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -427086.187500 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -427086.2 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 2467 members 
Entering Unmasked Estep 
Score: -423123.062500 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -423123.1 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -424254.937500 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -424254.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -424449.687500 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -424449.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -424586.000000 Penalty: 2768.412598
	Iteration 3F: 3 clusters Score -424586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -424708.000000 Penalty: 2768.412598
	Iteration 4Q: 3 clusters Score -424708 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -424807.187500 Penalty: 2768.412598
	Iteration 5Q: 3 clusters Score -424807.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -424909.375000 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -424909.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -425000.625000 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -425000.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -425098.281250 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -425098.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -425185.968750 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -425186 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -425261.468750 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -425261.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -425330.968750 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -425331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -425395.718750 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -425395.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -425461.187500 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -425461.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -425534.968750 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -425535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -425607.437500 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -425607.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -425676.843750 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -425676.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -425727.781250 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -425727.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -425775.062500 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -425775.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -425818.125000 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -425818.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -425859.406250 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -425859.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -425892.750000 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -425892.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -425920.843750 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -425920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -425946.875000 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -425946.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -425969.812500 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -425969.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -425985.187500 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -425985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -425995.656250 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -425995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -426000.000000 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -426000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -426004.750000 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -426004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -426010.062500 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -426010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -426013.468750 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -426013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -426017.281250 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -426017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -426019.500000 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -426019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -426020.406250 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -426020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -426023.062500 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -426023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -426026.500000 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -426026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -426027.187500 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -426027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -426028.031250 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -426028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -426028.031250 Penalty: 2768.412598
	Iteration 38F: 3 clusters Score -426028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -587631.187500 Penalty: 1447.487061
	Iteration 0F: 2 clusters Score -587631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -582149.000000 Penalty: 2894.974121
	Iteration 0F: 3 clusters Score -582149 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -584020.812500 Penalty: 2894.974121
	Iteration 1F: 3 clusters Score -584020.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -584314.562500 Penalty: 2894.974121
	Iteration 2F: 3 clusters Score -584314.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -584633.625000 Penalty: 2894.974121
	Iteration 3F: 3 clusters Score -584633.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -585003.562500 Penalty: 2894.974121
	Iteration 4F: 3 clusters Score -585003.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -585370.562500 Penalty: 2894.974121
	Iteration 5F: 3 clusters Score -585370.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -585694.812500 Penalty: 2894.974121
	Iteration 6F: 3 clusters Score -585694.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -585975.187500 Penalty: 2894.974121
	Iteration 7Q: 3 clusters Score -585975.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -586197.375000 Penalty: 2894.974121
	Iteration 8Q: 3 clusters Score -586197.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -586337.375000 Penalty: 2894.974121
	Iteration 9Q: 3 clusters Score -586337.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -586409.062500 Penalty: 2894.974121
	Iteration 10Q: 3 clusters Score -586409.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -586455.437500 Penalty: 2894.974121
	Iteration 11Q: 3 clusters Score -586455.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -586493.437500 Penalty: 2894.974121
	Iteration 12Q: 3 clusters Score -586493.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -586517.687500 Penalty: 2894.974121
	Iteration 13Q: 3 clusters Score -586517.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -586533.500000 Penalty: 2894.974121
	Iteration 14Q: 3 clusters Score -586533.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -586545.937500 Penalty: 2894.974121
	Iteration 15Q: 3 clusters Score -586545.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -586553.312500 Penalty: 2894.974121
	Iteration 16Q: 3 clusters Score -586553.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -586555.750000 Penalty: 2894.974121
	Iteration 17Q: 3 clusters Score -586555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -586559.187500 Penalty: 2894.974121
	Iteration 18Q: 3 clusters Score -586559.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -586560.562500 Penalty: 2894.974121
	Iteration 19Q: 3 clusters Score -586560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -586562.437500 Penalty: 2894.974121
	Iteration 20F: 3 clusters Score -586562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -586563.562500 Penalty: 2894.974121
	Iteration 21Q: 3 clusters Score -586563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -586566.250000 Penalty: 2894.974121
	Iteration 22Q: 3 clusters Score -586566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -586567.625000 Penalty: 2894.974121
	Iteration 23Q: 3 clusters Score -586567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -586569.250000 Penalty: 2894.974121
	Iteration 24Q: 3 clusters Score -586569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -586569.750000 Penalty: 2894.974121
	Iteration 25Q: 3 clusters Score -586569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -586572.250000 Penalty: 2894.974121
	Iteration 26Q: 3 clusters Score -586572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -586572.750000 Penalty: 2894.974121
	Iteration 27Q: 3 clusters Score -586572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -586573.437500 Penalty: 2894.974121
	Iteration 28Q: 3 clusters Score -586573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -586574.812500 Penalty: 2894.974121
	Iteration 29Q: 3 clusters Score -586574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -586575.000000 Penalty: 2894.974121
	Iteration 30Q: 3 clusters Score -586575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -586576.250000 Penalty: 2894.974121
	Iteration 31Q: 3 clusters Score -586576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -586576.437500 Penalty: 2894.974121
	Iteration 32Q: 3 clusters Score -586576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -586575.562500 Penalty: 2894.974121
	Iteration 33Q: 3 clusters Score -586575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -586577.000000 Penalty: 2894.974121
	Iteration 34Q: 3 clusters Score -586577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -586577.625000 Penalty: 2894.974121
	Iteration 35Q: 3 clusters Score -586577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -586577.625000 Penalty: 2894.974121
	Iteration 36F: 3 clusters Score -586577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -63976.886719 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -63976.89 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 397 members 
Entering Unmasked Estep 
Score: -62668.242188 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -62668.24 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62841.660156 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -62841.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62900.183594 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -62900.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62932.066406 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -62932.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62957.847656 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -62957.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62977.722656 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -62977.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62995.988281 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -62995.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63005.437500 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -63005.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63012.503906 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -63012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63015.839844 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -63015.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63018.367188 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -63018.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63020.218750 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -63020.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63022.464844 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -63022.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63024.953125 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -63024.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63024.953125 Penalty: 2165.932861
	Iteration 14F: 3 clusters Score -63024.95 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -227851872.000000 Penalty: 81790.484375
22->35 Clusters: Score -227851872.000000, best is -227915984.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 40633 members 
Mstep: Class 3 contains 40552 members 
Mstep: Class 4 contains 40819 members 
Mstep: Class 5 contains 40925 members 
Mstep: Class 6 contains 40742 members 
Mstep: Class 7 contains 40823 members 
Mstep: Class 8 contains 40603 members 
Mstep: Class 9 contains 40414 members 
Mstep: Class 10 contains 40881 members 
Mstep: Class 11 contains 40366 members 
Mstep: Class 12 contains 40513 members 
Mstep: Class 13 contains 40603 members 
Mstep: Class 14 contains 40899 members 
Mstep: Class 15 contains 40840 members 
Mstep: Class 16 contains 40692 members 
Mstep: Class 17 contains 40416 members 
Mstep: Class 18 contains 40901 members 
Mstep: Class 19 contains 40919 members 
Mstep: Class 20 contains 40903 members 
Mstep: Class 21 contains 40704 members 
Mstep: Class 22 contains 40843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 681.585083 but Gain 2227.078125
Score: -71149608.000000 Penalty: 46768.632812
Iteration 0F: 22 clusters Score -7.114961e+07 nChanged 849482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 41334 members 
Mstep: Class 3 contains 26097 members 
Mstep: Class 4 contains 161822 members 
Mstep: Class 5 contains 30247 members 
Mstep: Class 6 contains 25775 members 
Mstep: Class 7 contains 59607 members 
Mstep: Class 8 contains 31086 members 
Mstep: Class 9 contains 51811 members 
Mstep: Class 10 contains 34037 members 
Mstep: Class 12 contains 24717 members 
Mstep: Class 13 contains 40482 members 
Mstep: Class 14 contains 31984 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 37878 members 
Mstep: Class 17 contains 47933 members 
Mstep: Class 18 contains 44966 members 
Mstep: Class 19 contains 24453 members 
Mstep: Class 20 contains 39081 members 
Mstep: Class 21 contains 46112 members 
Mstep: Class 22 contains 44684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74328360.000000 Penalty: 46768.632812
Iteration 1F: 22 clusters Score -7.432836e+07 nChanged 344989
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 27473 members 
Mstep: Class 3 contains 19296 members 
Mstep: Class 4 contains 267505 members 
Mstep: Class 5 contains 26550 members 
Mstep: Class 6 contains 21522 members 
Mstep: Class 7 contains 57202 members 
Mstep: Class 8 contains 35934 members 
Mstep: Class 9 contains 60125 members 
Mstep: Class 10 contains 23896 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 29104 members 
Mstep: Class 14 contains 25607 members 
Mstep: Class 15 contains 21397 members 
Mstep: Class 16 contains 31443 members 
Mstep: Class 17 contains 50488 members 
Mstep: Class 18 contains 32372 members 
Mstep: Class 19 contains 19065 members 
Mstep: Class 20 contains 27824 members 
Mstep: Class 21 contains 42062 members 
Mstep: Class 22 contains 53427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75047984.000000 Penalty: 46768.632812
Iteration 2F: 22 clusters Score -7.504798e+07 nChanged 230455
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 22768 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 334107 members 
Mstep: Class 5 contains 27209 members 
Mstep: Class 6 contains 19655 members 
Mstep: Class 7 contains 47822 members 
Mstep: Class 8 contains 39229 members 
Mstep: Class 9 contains 57128 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 12 contains 5864 members 
Mstep: Class 13 contains 23307 members 
Mstep: Class 14 contains 28717 members 
Mstep: Class 15 contains 14383 members 
Mstep: Class 16 contains 35189 members 
Mstep: Class 17 contains 39910 members 
Mstep: Class 18 contains 22142 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 22798 members 
Mstep: Class 21 contains 37742 members 
Mstep: Class 22 contains 50162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75397176.000000 Penalty: 46768.632812
Iteration 3F: 22 clusters Score -7.539718e+07 nChanged 167418
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 21077 members 
Mstep: Class 3 contains 29843 members 
Mstep: Class 4 contains 360314 members 
Mstep: Class 5 contains 27182 members 
Mstep: Class 6 contains 18940 members 
Mstep: Class 7 contains 45842 members 
Mstep: Class 8 contains 36526 members 
Mstep: Class 9 contains 59651 members 
Mstep: Class 10 contains 18106 members 
Mstep: Class 12 contains 4349 members 
Mstep: Class 13 contains 18408 members 
Mstep: Class 14 contains 36964 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 38310 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 14729 members 
Mstep: Class 19 contains 10890 members 
Mstep: Class 20 contains 22181 members 
Mstep: Class 21 contains 33472 members 
Mstep: Class 22 contains 48109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75631600.000000 Penalty: 46768.632812
Iteration 4F: 22 clusters Score -7.56316e+07 nChanged 124600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 18526 members 
Mstep: Class 3 contains 36388 members 
Mstep: Class 4 contains 359297 members 
Mstep: Class 5 contains 26806 members 
Mstep: Class 6 contains 18811 members 
Mstep: Class 7 contains 46599 members 
Mstep: Class 8 contains 32887 members 
Mstep: Class 9 contains 69182 members 
Mstep: Class 10 contains 17780 members 
Mstep: Class 12 contains 4749 members 
Mstep: Class 13 contains 14006 members 
Mstep: Class 14 contains 42657 members 
Mstep: Class 15 contains 7019 members 
Mstep: Class 16 contains 38848 members 
Mstep: Class 17 contains 26194 members 
Mstep: Class 18 contains 9673 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 23536 members 
Mstep: Class 21 contains 31984 members 
Mstep: Class 22 contains 53073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75786696.000000 Penalty: 46768.632812
Iteration 5F: 22 clusters Score -7.57867e+07 nChanged 95617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 40422 members 
Mstep: Class 4 contains 347450 members 
Mstep: Class 5 contains 25733 members 
Mstep: Class 6 contains 19220 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 30067 members 
Mstep: Class 9 contains 79473 members 
Mstep: Class 10 contains 18193 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 11059 members 
Mstep: Class 14 contains 45064 members 
Mstep: Class 15 contains 5750 members 
Mstep: Class 16 contains 39409 members 
Mstep: Class 17 contains 24280 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 26118 members 
Mstep: Class 21 contains 34705 members 
Mstep: Class 22 contains 61087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75890856.000000 Penalty: 46768.632812
Iteration 6F: 22 clusters Score -7.589086e+07 nChanged 75340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13045 members 
Mstep: Class 3 contains 42864 members 
Mstep: Class 4 contains 333596 members 
Mstep: Class 5 contains 24045 members 
Mstep: Class 6 contains 19892 members 
Mstep: Class 7 contains 40723 members 
Mstep: Class 8 contains 28087 members 
Mstep: Class 9 contains 88637 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 12 contains 5857 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 45839 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 24670 members 
Mstep: Class 18 contains 5966 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 28079 members 
Mstep: Class 21 contains 40183 members 
Mstep: Class 22 contains 68396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75959592.000000 Penalty: 46768.632812
Iteration 7F: 22 clusters Score -7.595959e+07 nChanged 60177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10769 members 
Mstep: Class 3 contains 44433 members 
Mstep: Class 4 contains 320528 members 
Mstep: Class 5 contains 22336 members 
Mstep: Class 6 contains 20548 members 
Mstep: Class 7 contains 36208 members 
Mstep: Class 8 contains 26788 members 
Mstep: Class 9 contains 96057 members 
Mstep: Class 10 contains 20079 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 8802 members 
Mstep: Class 14 contains 46842 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 39722 members 
Mstep: Class 17 contains 26400 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 5813 members 
Mstep: Class 20 contains 29386 members 
Mstep: Class 21 contains 45344 members 
Mstep: Class 22 contains 74707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76006304.000000 Penalty: 46768.632812
Iteration 8F: 22 clusters Score -7.60063e+07 nChanged 48006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 45497 members 
Mstep: Class 4 contains 308875 members 
Mstep: Class 5 contains 20496 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 32923 members 
Mstep: Class 8 contains 25845 members 
Mstep: Class 9 contains 101116 members 
Mstep: Class 10 contains 21079 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 48452 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 39430 members 
Mstep: Class 17 contains 28567 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 30366 members 
Mstep: Class 21 contains 49513 members 
Mstep: Class 22 contains 80161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76042648.000000 Penalty: 46768.632812
Iteration 9F: 22 clusters Score -7.604265e+07 nChanged 38521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 46361 members 
Mstep: Class 4 contains 298785 members 
Mstep: Class 5 contains 18782 members 
Mstep: Class 6 contains 22524 members 
Mstep: Class 7 contains 30863 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 103777 members 
Mstep: Class 10 contains 21996 members 
Mstep: Class 12 contains 5054 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 50657 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 38870 members 
Mstep: Class 17 contains 30524 members 
Mstep: Class 18 contains 4942 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 31179 members 
Mstep: Class 21 contains 53067 members 
Mstep: Class 22 contains 84608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76068424.000000 Penalty: 46768.632812
Iteration 10Q: 22 clusters Score -7.606842e+07 nChanged 31662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 47117 members 
Mstep: Class 4 contains 289920 members 
Mstep: Class 5 contains 17290 members 
Mstep: Class 6 contains 23452 members 
Mstep: Class 7 contains 29842 members 
Mstep: Class 8 contains 24572 members 
Mstep: Class 9 contains 104887 members 
Mstep: Class 10 contains 22889 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 8371 members 
Mstep: Class 14 contains 52796 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 32236 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 31796 members 
Mstep: Class 21 contains 56098 members 
Mstep: Class 22 contains 88373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76087712.000000 Penalty: 46768.632812
Iteration 11Q: 22 clusters Score -7.608771e+07 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 47919 members 
Mstep: Class 4 contains 281924 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 24239 members 
Mstep: Class 7 contains 29494 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 104920 members 
Mstep: Class 10 contains 23750 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 54906 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 37153 members 
Mstep: Class 17 contains 33776 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 20 contains 32302 members 
Mstep: Class 21 contains 58967 members 
Mstep: Class 22 contains 91539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76102336.000000 Penalty: 46768.632812
Iteration 12Q: 22 clusters Score -7.610234e+07 nChanged 24318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 48784 members 
Mstep: Class 4 contains 274480 members 
Mstep: Class 5 contains 14937 members 
Mstep: Class 6 contains 24943 members 
Mstep: Class 7 contains 29556 members 
Mstep: Class 8 contains 23774 members 
Mstep: Class 9 contains 104416 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 36048 members 
Mstep: Class 17 contains 35291 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 32825 members 
Mstep: Class 21 contains 61695 members 
Mstep: Class 22 contains 94023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76115072.000000 Penalty: 46768.632812
Iteration 13Q: 22 clusters Score -7.611507e+07 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 49608 members 
Mstep: Class 4 contains 267394 members 
Mstep: Class 5 contains 14164 members 
Mstep: Class 6 contains 25538 members 
Mstep: Class 7 contains 29773 members 
Mstep: Class 8 contains 23475 members 
Mstep: Class 9 contains 103471 members 
Mstep: Class 10 contains 25235 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 58983 members 
Mstep: Class 15 contains 3372 members 
Mstep: Class 16 contains 34843 members 
Mstep: Class 17 contains 36885 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 6260 members 
Mstep: Class 20 contains 33333 members 
Mstep: Class 21 contains 64326 members 
Mstep: Class 22 contains 95998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76126608.000000 Penalty: 46768.632812
Iteration 14Q: 22 clusters Score -7.612661e+07 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 50456 members 
Mstep: Class 4 contains 260639 members 
Mstep: Class 5 contains 13650 members 
Mstep: Class 6 contains 26086 members 
Mstep: Class 7 contains 30211 members 
Mstep: Class 8 contains 23201 members 
Mstep: Class 9 contains 102025 members 
Mstep: Class 10 contains 25749 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 8376 members 
Mstep: Class 14 contains 61318 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 38750 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 33905 members 
Mstep: Class 21 contains 66615 members 
Mstep: Class 22 contains 97443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76136208.000000 Penalty: 46768.632812
Iteration 15Q: 22 clusters Score -7.613621e+07 nChanged 18424
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 51370 members 
Mstep: Class 4 contains 254157 members 
Mstep: Class 5 contains 13274 members 
Mstep: Class 6 contains 26594 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 22930 members 
Mstep: Class 9 contains 100390 members 
Mstep: Class 10 contains 26208 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 8412 members 
Mstep: Class 14 contains 63744 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 32203 members 
Mstep: Class 17 contains 40819 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 34379 members 
Mstep: Class 21 contains 68541 members 
Mstep: Class 22 contains 98652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76144560.000000 Penalty: 46768.632812
Iteration 16Q: 22 clusters Score -7.614456e+07 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 52302 members 
Mstep: Class 4 contains 247706 members 
Mstep: Class 5 contains 13036 members 
Mstep: Class 6 contains 27032 members 
Mstep: Class 7 contains 31488 members 
Mstep: Class 8 contains 22697 members 
Mstep: Class 9 contains 98667 members 
Mstep: Class 10 contains 26585 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 8427 members 
Mstep: Class 14 contains 66235 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 30815 members 
Mstep: Class 17 contains 43098 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 34734 members 
Mstep: Class 21 contains 70120 members 
Mstep: Class 22 contains 99800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2006.026855 but Gain 2227.078125
Score: -76152712.000000 Penalty: 44541.554688
Iteration 17Q: 21 clusters Score -7.615271e+07 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 3 contains 53259 members 
Mstep: Class 4 contains 241334 members 
Mstep: Class 5 contains 12853 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 32280 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 96797 members 
Mstep: Class 10 contains 27274 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 68834 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 29386 members 
Mstep: Class 17 contains 45747 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 34973 members 
Mstep: Class 21 contains 71329 members 
Mstep: Class 22 contains 100984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76162800.000000 Penalty: 44541.554688
Iteration 18Q: 21 clusters Score -7.61628e+07 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 3 contains 54167 members 
Mstep: Class 4 contains 235097 members 
Mstep: Class 5 contains 12710 members 
Mstep: Class 6 contains 28795 members 
Mstep: Class 7 contains 33102 members 
Mstep: Class 8 contains 22274 members 
Mstep: Class 9 contains 94833 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 71173 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 28031 members 
Mstep: Class 17 contains 48801 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 34851 members 
Mstep: Class 21 contains 72142 members 
Mstep: Class 22 contains 102339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76169680.000000 Penalty: 44541.554688
Iteration 19Q: 21 clusters Score -7.616968e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 3 contains 55024 members 
Mstep: Class 4 contains 228757 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 34034 members 
Mstep: Class 8 contains 22102 members 
Mstep: Class 9 contains 93079 members 
Mstep: Class 10 contains 27604 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 8482 members 
Mstep: Class 14 contains 73162 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 26612 members 
Mstep: Class 17 contains 52230 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 72702 members 
Mstep: Class 22 contains 104166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76176744.000000 Penalty: 44541.554688
Iteration 20F: 21 clusters Score -7.617674e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 3 contains 55826 members 
Mstep: Class 4 contains 222453 members 
Mstep: Class 5 contains 12564 members 
Mstep: Class 6 contains 29086 members 
Mstep: Class 7 contains 34934 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 91541 members 
Mstep: Class 10 contains 27781 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 74776 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 25157 members 
Mstep: Class 17 contains 56284 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 33225 members 
Mstep: Class 21 contains 73016 members 
Mstep: Class 22 contains 106500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76184400.000000 Penalty: 44541.554688
Iteration 21Q: 21 clusters Score -7.61844e+07 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 3 contains 56407 members 
Mstep: Class 4 contains 216102 members 
Mstep: Class 5 contains 12505 members 
Mstep: Class 6 contains 29169 members 
Mstep: Class 7 contains 35801 members 
Mstep: Class 8 contains 21583 members 
Mstep: Class 9 contains 90158 members 
Mstep: Class 10 contains 27905 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 76061 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 23838 members 
Mstep: Class 17 contains 61090 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 31601 members 
Mstep: Class 21 contains 72954 members 
Mstep: Class 22 contains 109433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76191616.000000 Penalty: 44541.554688
Iteration 22Q: 21 clusters Score -7.619162e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 3 contains 56749 members 
Mstep: Class 4 contains 209733 members 
Mstep: Class 5 contains 12470 members 
Mstep: Class 6 contains 29240 members 
Mstep: Class 7 contains 36507 members 
Mstep: Class 8 contains 21277 members 
Mstep: Class 9 contains 89036 members 
Mstep: Class 10 contains 28038 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 8508 members 
Mstep: Class 14 contains 76966 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 16 contains 22739 members 
Mstep: Class 17 contains 66592 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 6780 members 
Mstep: Class 20 contains 29458 members 
Mstep: Class 21 contains 72588 members 
Mstep: Class 22 contains 112810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76199072.000000 Penalty: 44541.554688
Iteration 23Q: 21 clusters Score -7.619907e+07 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 3 contains 56905 members 
Mstep: Class 4 contains 203676 members 
Mstep: Class 5 contains 12454 members 
Mstep: Class 6 contains 29290 members 
Mstep: Class 7 contains 36956 members 
Mstep: Class 8 contains 20958 members 
Mstep: Class 9 contains 88030 members 
Mstep: Class 10 contains 28223 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 8494 members 
Mstep: Class 14 contains 77604 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 16 contains 21799 members 
Mstep: Class 17 contains 72917 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 26827 members 
Mstep: Class 21 contains 71797 members 
Mstep: Class 22 contains 116384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76206104.000000 Penalty: 44541.554688
Iteration 24Q: 21 clusters Score -7.62061e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 3 contains 56859 members 
Mstep: Class 4 contains 198019 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 29330 members 
Mstep: Class 7 contains 37197 members 
Mstep: Class 8 contains 20655 members 
Mstep: Class 9 contains 87126 members 
Mstep: Class 10 contains 28394 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 78101 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 21023 members 
Mstep: Class 17 contains 79950 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 6856 members 
Mstep: Class 20 contains 23927 members 
Mstep: Class 21 contains 70562 members 
Mstep: Class 22 contains 119852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76213096.000000 Penalty: 44541.554688
Iteration 25Q: 21 clusters Score -7.62131e+07 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 3 contains 56656 members 
Mstep: Class 4 contains 192955 members 
Mstep: Class 5 contains 12425 members 
Mstep: Class 6 contains 29369 members 
Mstep: Class 7 contains 37274 members 
Mstep: Class 8 contains 20321 members 
Mstep: Class 9 contains 86294 members 
Mstep: Class 10 contains 28557 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 8403 members 
Mstep: Class 14 contains 78414 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 87425 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 6921 members 
Mstep: Class 20 contains 20921 members 
Mstep: Class 21 contains 68994 members 
Mstep: Class 22 contains 122959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76220528.000000 Penalty: 44541.554688
Iteration 26Q: 21 clusters Score -7.622053e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 3 contains 56368 members 
Mstep: Class 4 contains 188519 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 29406 members 
Mstep: Class 7 contains 37150 members 
Mstep: Class 8 contains 20003 members 
Mstep: Class 9 contains 85459 members 
Mstep: Class 10 contains 28724 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 78618 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 19877 members 
Mstep: Class 17 contains 94853 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 18313 members 
Mstep: Class 21 contains 67162 members 
Mstep: Class 22 contains 125644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76228032.000000 Penalty: 44541.554688
Iteration 27Q: 21 clusters Score -7.622803e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 3 contains 55984 members 
Mstep: Class 4 contains 184729 members 
Mstep: Class 5 contains 12405 members 
Mstep: Class 6 contains 29458 members 
Mstep: Class 7 contains 36890 members 
Mstep: Class 8 contains 19713 members 
Mstep: Class 9 contains 84622 members 
Mstep: Class 10 contains 28816 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 78752 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 19515 members 
Mstep: Class 17 contains 101770 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 16477 members 
Mstep: Class 21 contains 65111 members 
Mstep: Class 22 contains 127778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76233568.000000 Penalty: 44541.554688
Iteration 28Q: 21 clusters Score -7.623357e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 3 contains 55495 members 
Mstep: Class 4 contains 181716 members 
Mstep: Class 5 contains 12408 members 
Mstep: Class 6 contains 29511 members 
Mstep: Class 7 contains 36560 members 
Mstep: Class 8 contains 19470 members 
Mstep: Class 9 contains 83876 members 
Mstep: Class 10 contains 28890 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 78879 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 19271 members 
Mstep: Class 17 contains 107732 members 
Mstep: Class 18 contains 5365 members 
Mstep: Class 19 contains 6845 members 
Mstep: Class 20 contains 15360 members 
Mstep: Class 21 contains 63118 members 
Mstep: Class 22 contains 129377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76237432.000000 Penalty: 44541.554688
Iteration 29Q: 21 clusters Score -7.623743e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 3 contains 54951 members 
Mstep: Class 4 contains 179519 members 
Mstep: Class 5 contains 12389 members 
Mstep: Class 6 contains 29570 members 
Mstep: Class 7 contains 36217 members 
Mstep: Class 8 contains 19242 members 
Mstep: Class 9 contains 83192 members 
Mstep: Class 10 contains 28955 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 8178 members 
Mstep: Class 14 contains 79034 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 19072 members 
Mstep: Class 17 contains 112764 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 61310 members 
Mstep: Class 22 contains 130459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76239912.000000 Penalty: 44541.554688
Iteration 30Q: 21 clusters Score -7.623991e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 3 contains 54365 members 
Mstep: Class 4 contains 177939 members 
Mstep: Class 5 contains 12374 members 
Mstep: Class 6 contains 29629 members 
Mstep: Class 7 contains 35872 members 
Mstep: Class 8 contains 19054 members 
Mstep: Class 9 contains 82554 members 
Mstep: Class 10 contains 29015 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 79190 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 18910 members 
Mstep: Class 17 contains 117007 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 6367 members 
Mstep: Class 20 contains 14252 members 
Mstep: Class 21 contains 59729 members 
Mstep: Class 22 contains 131132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76241520.000000 Penalty: 44541.554688
Iteration 31Q: 21 clusters Score -7.624152e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 3 contains 53720 members 
Mstep: Class 4 contains 176770 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 29673 members 
Mstep: Class 7 contains 35566 members 
Mstep: Class 8 contains 18924 members 
Mstep: Class 9 contains 81970 members 
Mstep: Class 10 contains 29093 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 79314 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 18772 members 
Mstep: Class 17 contains 120486 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 13903 members 
Mstep: Class 21 contains 58407 members 
Mstep: Class 22 contains 131636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76242840.000000 Penalty: 44541.554688
Iteration 32Q: 21 clusters Score -7.624284e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 3 contains 53001 members 
Mstep: Class 4 contains 176022 members 
Mstep: Class 5 contains 12344 members 
Mstep: Class 6 contains 29719 members 
Mstep: Class 7 contains 35283 members 
Mstep: Class 8 contains 18871 members 
Mstep: Class 9 contains 81486 members 
Mstep: Class 10 contains 29156 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 79467 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 18647 members 
Mstep: Class 17 contains 123216 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 13671 members 
Mstep: Class 21 contains 57307 members 
Mstep: Class 22 contains 131910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76243336.000000 Penalty: 44541.554688
Iteration 33Q: 21 clusters Score -7.624334e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 3 contains 52275 members 
Mstep: Class 4 contains 175508 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 6 contains 29766 members 
Mstep: Class 7 contains 35051 members 
Mstep: Class 8 contains 18867 members 
Mstep: Class 9 contains 81065 members 
Mstep: Class 10 contains 29227 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 79619 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 18537 members 
Mstep: Class 17 contains 125405 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 20 contains 13499 members 
Mstep: Class 21 contains 56387 members 
Mstep: Class 22 contains 132070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76244144.000000 Penalty: 44541.554688
Iteration 34Q: 21 clusters Score -7.624414e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 3 contains 51562 members 
Mstep: Class 4 contains 175152 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 29804 members 
Mstep: Class 7 contains 34861 members 
Mstep: Class 8 contains 18951 members 
Mstep: Class 9 contains 80691 members 
Mstep: Class 10 contains 29292 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 79765 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 127156 members 
Mstep: Class 18 contains 5509 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 13379 members 
Mstep: Class 21 contains 55601 members 
Mstep: Class 22 contains 132176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76244608.000000 Penalty: 44541.554688
Iteration 35Q: 21 clusters Score -7.624461e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 3 contains 50859 members 
Mstep: Class 4 contains 174908 members 
Mstep: Class 5 contains 12304 members 
Mstep: Class 6 contains 29824 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 19053 members 
Mstep: Class 9 contains 80352 members 
Mstep: Class 10 contains 29363 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 7968 members 
Mstep: Class 14 contains 79894 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 18371 members 
Mstep: Class 17 contains 128601 members 
Mstep: Class 18 contains 5540 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 13298 members 
Mstep: Class 21 contains 54926 members 
Mstep: Class 22 contains 132230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76245024.000000 Penalty: 44541.554688
Iteration 36Q: 21 clusters Score -7.624502e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 3 contains 50162 members 
Mstep: Class 4 contains 174743 members 
Mstep: Class 5 contains 12291 members 
Mstep: Class 6 contains 29849 members 
Mstep: Class 7 contains 34620 members 
Mstep: Class 8 contains 19197 members 
Mstep: Class 9 contains 80055 members 
Mstep: Class 10 contains 29355 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 14 contains 79994 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 17 contains 129810 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 13238 members 
Mstep: Class 21 contains 54350 members 
Mstep: Class 22 contains 132247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76245080.000000 Penalty: 44541.554688
Iteration 37Q: 21 clusters Score -7.624508e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 3 contains 49507 members 
Mstep: Class 4 contains 174625 members 
Mstep: Class 5 contains 12282 members 
Mstep: Class 6 contains 29877 members 
Mstep: Class 7 contains 34554 members 
Mstep: Class 8 contains 19331 members 
Mstep: Class 9 contains 79792 members 
Mstep: Class 10 contains 29302 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 14 contains 80092 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 130869 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 53843 members 
Mstep: Class 22 contains 132211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76245232.000000 Penalty: 44541.554688
Iteration 38Q: 21 clusters Score -7.624523e+07 nChanged 2139
Entering ConstructFrom: 
Score: -76245232.000000 Penalty: 44541.554688
Entering ConstructFrom: 
Trying to split cluster 1 (13514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Entering Unmasked Estep 
Score: -1110205.625000 Penalty: 1545.615723
	Iteration 0F: 2 clusters Score -1110206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1100799.375000 Penalty: 3091.231445
	Iteration 0F: 3 clusters Score -1100799 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1103927.625000 Penalty: 3091.231445
	Iteration 1F: 3 clusters Score -1103928 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1104252.375000 Penalty: 3091.231445
	Iteration 2F: 3 clusters Score -1104252 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1104598.625000 Penalty: 3091.231445
	Iteration 3F: 3 clusters Score -1104599 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1104924.375000 Penalty: 3091.231445
	Iteration 4Q: 3 clusters Score -1104924 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1105243.875000 Penalty: 3091.231445
	Iteration 5Q: 3 clusters Score -1105244 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1105663.375000 Penalty: 3091.231445
	Iteration 6F: 3 clusters Score -1105663 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1106126.750000 Penalty: 3091.231445
	Iteration 7F: 3 clusters Score -1106127 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1106653.750000 Penalty: 3091.231445
	Iteration 8F: 3 clusters Score -1106654 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1107160.625000 Penalty: 3091.231445
	Iteration 9F: 3 clusters Score -1107161 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1107555.250000 Penalty: 3091.231445
	Iteration 10Q: 3 clusters Score -1107555 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1107889.000000 Penalty: 3091.231445
	Iteration 11Q: 3 clusters Score -1107889 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1108137.000000 Penalty: 3091.231445
	Iteration 12Q: 3 clusters Score -1108137 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1108334.875000 Penalty: 3091.231445
	Iteration 13Q: 3 clusters Score -1108335 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1108505.000000 Penalty: 3091.231445
	Iteration 14Q: 3 clusters Score -1108505 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1108624.875000 Penalty: 3091.231445
	Iteration 15Q: 3 clusters Score -1108625 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1108712.250000 Penalty: 3091.231445
	Iteration 16Q: 3 clusters Score -1108712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1108767.375000 Penalty: 3091.231445
	Iteration 17Q: 3 clusters Score -1108767 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1108813.250000 Penalty: 3091.231445
	Iteration 18Q: 3 clusters Score -1108813 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1108847.500000 Penalty: 3091.231445
	Iteration 19Q: 3 clusters Score -1108848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1108876.125000 Penalty: 3091.231445
	Iteration 20F: 3 clusters Score -1108876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1108902.500000 Penalty: 3091.231445
	Iteration 21Q: 3 clusters Score -1108902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1108923.375000 Penalty: 3091.231445
	Iteration 22Q: 3 clusters Score -1108923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1108945.625000 Penalty: 3091.231445
	Iteration 23Q: 3 clusters Score -1108946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1108962.250000 Penalty: 3091.231445
	Iteration 24Q: 3 clusters Score -1108962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1108981.375000 Penalty: 3091.231445
	Iteration 25Q: 3 clusters Score -1108981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1108999.250000 Penalty: 3091.231445
	Iteration 26Q: 3 clusters Score -1108999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1109013.750000 Penalty: 3091.231445
	Iteration 27Q: 3 clusters Score -1109014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1109024.875000 Penalty: 3091.231445
	Iteration 28Q: 3 clusters Score -1109025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1109033.875000 Penalty: 3091.231445
	Iteration 29Q: 3 clusters Score -1109034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1109038.125000 Penalty: 3091.231445
	Iteration 30Q: 3 clusters Score -1109038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1109042.625000 Penalty: 3091.231445
	Iteration 31Q: 3 clusters Score -1109043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1109047.250000 Penalty: 3091.231445
	Iteration 32Q: 3 clusters Score -1109047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1109060.375000 Penalty: 3091.231445
	Iteration 33Q: 3 clusters Score -1109060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1109070.000000 Penalty: 3091.231445
	Iteration 34Q: 3 clusters Score -1109070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1109078.500000 Penalty: 3091.231445
	Iteration 35Q: 3 clusters Score -1109078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1109078.875000 Penalty: 3091.231445
	Iteration 36Q: 3 clusters Score -1109079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1109088.250000 Penalty: 3091.231445
	Iteration 37Q: 3 clusters Score -1109088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1109092.375000 Penalty: 3091.231445
	Iteration 38Q: 3 clusters Score -1109092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1109093.125000 Penalty: 3091.231445
	Iteration 39Q: 3 clusters Score -1109093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1109095.250000 Penalty: 3091.231445
	Iteration 40F: 3 clusters Score -1109095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1109095.250000 Penalty: 3091.231445
	Iteration 41Q: 3 clusters Score -1109095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1109094.375000 Penalty: 3091.231445
	Iteration 42Q: 3 clusters Score -1109094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1109095.625000 Penalty: 3091.231445
	Iteration 43Q: 3 clusters Score -1109096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1109096.125000 Penalty: 3091.231445
	Iteration 44Q: 3 clusters Score -1109096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1109097.000000 Penalty: 3091.231445
	Iteration 45Q: 3 clusters Score -1109097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1109095.375000 Penalty: 3091.231445
	Iteration 46Q: 3 clusters Score -1109095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1109096.250000 Penalty: 3091.231445
	Iteration 47Q: 3 clusters Score -1109096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1109098.750000 Penalty: 3091.231445
	Iteration 48Q: 3 clusters Score -1109099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1109100.375000 Penalty: 3091.231445
	Iteration 49Q: 3 clusters Score -1109100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1109104.125000 Penalty: 3091.231445
	Iteration 50Q: 3 clusters Score -1109104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1109107.500000 Penalty: 3091.231445
	Iteration 51Q: 3 clusters Score -1109108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1109109.125000 Penalty: 3091.231445
	Iteration 52Q: 3 clusters Score -1109109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1109109.875000 Penalty: 3091.231445
	Iteration 53Q: 3 clusters Score -1109110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1109111.750000 Penalty: 3091.231445
	Iteration 54Q: 3 clusters Score -1109112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1109112.625000 Penalty: 3091.231445
	Iteration 55Q: 3 clusters Score -1109113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1109112.250000 Penalty: 3091.231445
	Iteration 56Q: 3 clusters Score -1109112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1109114.125000 Penalty: 3091.231445
	Iteration 57Q: 3 clusters Score -1109114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1109117.125000 Penalty: 3091.231445
	Iteration 58Q: 3 clusters Score -1109117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1109116.875000 Penalty: 3091.231445
	Iteration 59Q: 3 clusters Score -1109117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1109116.875000 Penalty: 3091.231445
	Iteration 60F: 3 clusters Score -1109117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Entering Unmasked Estep 
Score: -4216707.500000 Penalty: 1754.515869
	Iteration 0F: 2 clusters Score -4216708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4183947.500000 Penalty: 3509.031738
	Iteration 0F: 3 clusters Score -4183948 nChanged 22968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4196640.500000 Penalty: 3509.031738
	Iteration 1F: 3 clusters Score -4196640 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -4197081.000000 Penalty: 3509.031738
	Iteration 2Q: 3 clusters Score -4197081 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4197544.000000 Penalty: 3509.031738
	Iteration 3Q: 3 clusters Score -4197544 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4198097.000000 Penalty: 3509.031738
	Iteration 4Q: 3 clusters Score -4198097 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4198838.000000 Penalty: 3509.031738
	Iteration 5Q: 3 clusters Score -4198838 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4199892.000000 Penalty: 3509.031738
	Iteration 6Q: 3 clusters Score -4199892 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4201555.500000 Penalty: 3509.031738
	Iteration 7F: 3 clusters Score -4201556 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -4204423.000000 Penalty: 3509.031738
	Iteration 8F: 3 clusters Score -4204423 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4209199.500000 Penalty: 3509.031738
	Iteration 9F: 3 clusters Score -4209200 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4218365.500000 Penalty: 3509.031738
	Iteration 10F: 3 clusters Score -4218366 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4234419.000000 Penalty: 3509.031738
	Iteration 11F: 3 clusters Score -4234419 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4243581.500000 Penalty: 3509.031738
	Iteration 12Q: 3 clusters Score -4243582 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4244493.500000 Penalty: 3509.031738
	Iteration 13Q: 3 clusters Score -4244494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4244496.000000 Penalty: 3509.031738
	Iteration 14Q: 3 clusters Score -4244496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4244496.000000 Penalty: 3509.031738
	Iteration 15F: 3 clusters Score -4244496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 174544 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 19493 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 29243 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Entering Unmasked Estep 
Score: -76272736.000000 Penalty: 46768.632812
Splitting cluster 3 changes total score from -76245232.000000 to -76272736.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (174544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Entering Unmasked Estep 
Score: -15863152.000000 Penalty: 1961.363892
	Iteration 0F: 2 clusters Score -1.586315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -15745378.000000 Penalty: 3922.727783
	Iteration 0F: 3 clusters Score -1.574538e+07 nChanged 84647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -15795923.000000 Penalty: 3922.727783
	Iteration 1F: 3 clusters Score -1.579592e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -15797986.000000 Penalty: 3922.727783
	Iteration 2Q: 3 clusters Score -1.579799e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -15801458.000000 Penalty: 3922.727783
	Iteration 3Q: 3 clusters Score -1.580146e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -15806858.000000 Penalty: 3922.727783
	Iteration 4F: 3 clusters Score -1.580686e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -15813311.000000 Penalty: 3922.727783
	Iteration 5F: 3 clusters Score -1.581331e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -15819783.000000 Penalty: 3922.727783
	Iteration 6F: 3 clusters Score -1.581978e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -15824369.000000 Penalty: 3922.727783
	Iteration 7F: 3 clusters Score -1.582437e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -15826912.000000 Penalty: 3922.727783
	Iteration 8Q: 3 clusters Score -1.582691e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -15828342.000000 Penalty: 3922.727783
	Iteration 9Q: 3 clusters Score -1.582834e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -15829149.000000 Penalty: 3922.727783
	Iteration 10Q: 3 clusters Score -1.582915e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -15829793.000000 Penalty: 3922.727783
	Iteration 11Q: 3 clusters Score -1.582979e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -15830352.000000 Penalty: 3922.727783
	Iteration 12Q: 3 clusters Score -1.583035e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -15830974.000000 Penalty: 3922.727783
	Iteration 13Q: 3 clusters Score -1.583097e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -15832043.000000 Penalty: 3922.727783
	Iteration 14Q: 3 clusters Score -1.583204e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -15833085.000000 Penalty: 3922.727783
	Iteration 15Q: 3 clusters Score -1.583308e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117014 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -15834818.000000 Penalty: 3922.727783
	Iteration 16Q: 3 clusters Score -1.583482e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -15837100.000000 Penalty: 3922.727783
	Iteration 17Q: 3 clusters Score -1.58371e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -15840064.000000 Penalty: 3922.727783
	Iteration 18Q: 3 clusters Score -1.584006e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137228 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -15843701.000000 Penalty: 3922.727783
	Iteration 19Q: 3 clusters Score -1.58437e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -15847823.000000 Penalty: 3922.727783
	Iteration 20F: 3 clusters Score -1.584782e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -15851815.000000 Penalty: 3922.727783
	Iteration 21Q: 3 clusters Score -1.585182e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -15855269.000000 Penalty: 3922.727783
	Iteration 22Q: 3 clusters Score -1.585527e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -15857981.000000 Penalty: 3922.727783
	Iteration 23Q: 3 clusters Score -1.585798e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165115 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -15859812.000000 Penalty: 3922.727783
	Iteration 24Q: 3 clusters Score -1.585981e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -15861180.000000 Penalty: 3922.727783
	Iteration 25Q: 3 clusters Score -1.586118e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -15862030.000000 Penalty: 3922.727783
	Iteration 26Q: 3 clusters Score -1.586203e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -15862446.000000 Penalty: 3922.727783
	Iteration 27Q: 3 clusters Score -1.586245e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15862699.000000 Penalty: 3922.727783
	Iteration 28Q: 3 clusters Score -1.58627e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -15862955.000000 Penalty: 3922.727783
	Iteration 29Q: 3 clusters Score -1.586296e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15863065.000000 Penalty: 3922.727783
	Iteration 30Q: 3 clusters Score -1.586306e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15863161.000000 Penalty: 3922.727783
	Iteration 31Q: 3 clusters Score -1.586316e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15863142.000000 Penalty: 3922.727783
	Iteration 32Q: 3 clusters Score -1.586314e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -15863168.000000 Penalty: 3922.727783
	Iteration 33Q: 3 clusters Score -1.586317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15863197.000000 Penalty: 3922.727783
	Iteration 34Q: 3 clusters Score -1.58632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15863206.000000 Penalty: 3922.727783
	Iteration 35Q: 3 clusters Score -1.586321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -15863202.000000 Penalty: 3922.727783
	Iteration 36Q: 3 clusters Score -1.58632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15863193.000000 Penalty: 3922.727783
	Iteration 37Q: 3 clusters Score -1.586319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172391 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15863210.000000 Penalty: 3922.727783
	Iteration 38Q: 3 clusters Score -1.586321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172409 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -15863221.000000 Penalty: 3922.727783
	Iteration 39Q: 3 clusters Score -1.586322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172420 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -15863236.000000 Penalty: 3922.727783
	Iteration 40F: 3 clusters Score -1.586324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -15863228.000000 Penalty: 3922.727783
	Iteration 41Q: 3 clusters Score -1.586323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172430 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15863228.000000 Penalty: 3922.727783
	Iteration 42Q: 3 clusters Score -1.586323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -15863212.000000 Penalty: 3922.727783
	Iteration 43Q: 3 clusters Score -1.586321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172437 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15863222.000000 Penalty: 3922.727783
	Iteration 44Q: 3 clusters Score -1.586322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172441 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15863219.000000 Penalty: 3922.727783
	Iteration 45Q: 3 clusters Score -1.586322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -15863236.000000 Penalty: 3922.727783
	Iteration 46Q: 3 clusters Score -1.586324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15863251.000000 Penalty: 3922.727783
	Iteration 47Q: 3 clusters Score -1.586325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -15863237.000000 Penalty: 3922.727783
	Iteration 48Q: 3 clusters Score -1.586324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -15863249.000000 Penalty: 3922.727783
	Iteration 49Q: 3 clusters Score -1.586325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -15863245.000000 Penalty: 3922.727783
	Iteration 50Q: 3 clusters Score -1.586324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -15863239.000000 Penalty: 3922.727783
	Iteration 51Q: 3 clusters Score -1.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -15863249.000000 Penalty: 3922.727783
	Iteration 52Q: 3 clusters Score -1.586325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -15863245.000000 Penalty: 3922.727783
	Iteration 53Q: 3 clusters Score -1.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -15863248.000000 Penalty: 3922.727783
	Iteration 54Q: 3 clusters Score -1.586325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -15863252.000000 Penalty: 3922.727783
	Iteration 55Q: 3 clusters Score -1.586325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172477 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -15863253.000000 Penalty: 3922.727783
	Iteration 56Q: 3 clusters Score -1.586325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15863258.000000 Penalty: 3922.727783
	Iteration 57Q: 3 clusters Score -1.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -15863259.000000 Penalty: 3922.727783
	Iteration 58Q: 3 clusters Score -1.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15863252.000000 Penalty: 3922.727783
	Iteration 59Q: 3 clusters Score -1.586325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15863252.000000 Penalty: 3922.727783
	Iteration 60F: 3 clusters Score -1.586325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 19493 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 29243 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Entering Unmasked Estep 
Score: -76272440.000000 Penalty: 48995.710938
Splitting cluster 4 changes total score from -76245232.000000 to -76272440.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (12268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Entering Unmasked Estep 
Score: -1055535.000000 Penalty: 1529.896729
	Iteration 0F: 2 clusters Score -1055535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1046945.250000 Penalty: 3059.793457
	Iteration 0F: 3 clusters Score -1046945 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1049671.750000 Penalty: 3059.793457
	Iteration 1F: 3 clusters Score -1049672 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1049921.000000 Penalty: 3059.793457
	Iteration 2F: 3 clusters Score -1049921 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1050129.375000 Penalty: 3059.793457
	Iteration 3Q: 3 clusters Score -1050129 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1050310.625000 Penalty: 3059.793457
	Iteration 4Q: 3 clusters Score -1050311 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1050534.625000 Penalty: 3059.793457
	Iteration 5Q: 3 clusters Score -1050535 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1050776.000000 Penalty: 3059.793457
	Iteration 6Q: 3 clusters Score -1050776 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1051046.875000 Penalty: 3059.793457
	Iteration 7Q: 3 clusters Score -1051047 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1051331.000000 Penalty: 3059.793457
	Iteration 8Q: 3 clusters Score -1051331 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1051625.500000 Penalty: 3059.793457
	Iteration 9Q: 3 clusters Score -1051626 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1051915.125000 Penalty: 3059.793457
	Iteration 10Q: 3 clusters Score -1051915 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1052175.000000 Penalty: 3059.793457
	Iteration 11Q: 3 clusters Score -1052175 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1052403.000000 Penalty: 3059.793457
	Iteration 12Q: 3 clusters Score -1052403 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1052560.875000 Penalty: 3059.793457
	Iteration 13Q: 3 clusters Score -1052561 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1052686.375000 Penalty: 3059.793457
	Iteration 14Q: 3 clusters Score -1052686 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1052758.375000 Penalty: 3059.793457
	Iteration 15Q: 3 clusters Score -1052758 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1052817.750000 Penalty: 3059.793457
	Iteration 16Q: 3 clusters Score -1052818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1052860.125000 Penalty: 3059.793457
	Iteration 17Q: 3 clusters Score -1052860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1052896.375000 Penalty: 3059.793457
	Iteration 18Q: 3 clusters Score -1052896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1052930.000000 Penalty: 3059.793457
	Iteration 19Q: 3 clusters Score -1052930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1052960.375000 Penalty: 3059.793457
	Iteration 20F: 3 clusters Score -1052960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1052975.750000 Penalty: 3059.793457
	Iteration 21Q: 3 clusters Score -1052976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1052994.500000 Penalty: 3059.793457
	Iteration 22Q: 3 clusters Score -1052994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1053014.500000 Penalty: 3059.793457
	Iteration 23Q: 3 clusters Score -1053014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1053036.875000 Penalty: 3059.793457
	Iteration 24Q: 3 clusters Score -1053037 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1053061.000000 Penalty: 3059.793457
	Iteration 25Q: 3 clusters Score -1053061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1053086.375000 Penalty: 3059.793457
	Iteration 26Q: 3 clusters Score -1053086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1053112.250000 Penalty: 3059.793457
	Iteration 27Q: 3 clusters Score -1053112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1053144.000000 Penalty: 3059.793457
	Iteration 28Q: 3 clusters Score -1053144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1053182.000000 Penalty: 3059.793457
	Iteration 29Q: 3 clusters Score -1053182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1053218.125000 Penalty: 3059.793457
	Iteration 30Q: 3 clusters Score -1053218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1053253.625000 Penalty: 3059.793457
	Iteration 31Q: 3 clusters Score -1053254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1053290.250000 Penalty: 3059.793457
	Iteration 32Q: 3 clusters Score -1053290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1053318.125000 Penalty: 3059.793457
	Iteration 33Q: 3 clusters Score -1053318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1053355.125000 Penalty: 3059.793457
	Iteration 34Q: 3 clusters Score -1053355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1053400.250000 Penalty: 3059.793457
	Iteration 35Q: 3 clusters Score -1053400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1053459.750000 Penalty: 3059.793457
	Iteration 36Q: 3 clusters Score -1053460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1053534.500000 Penalty: 3059.793457
	Iteration 37Q: 3 clusters Score -1053534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1053621.375000 Penalty: 3059.793457
	Iteration 38Q: 3 clusters Score -1053621 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1053701.375000 Penalty: 3059.793457
	Iteration 39Q: 3 clusters Score -1053701 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1053771.000000 Penalty: 3059.793457
	Iteration 40F: 3 clusters Score -1053771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1053838.375000 Penalty: 3059.793457
	Iteration 41Q: 3 clusters Score -1053838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1053896.000000 Penalty: 3059.793457
	Iteration 42Q: 3 clusters Score -1053896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1053934.125000 Penalty: 3059.793457
	Iteration 43Q: 3 clusters Score -1053934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1053964.375000 Penalty: 3059.793457
	Iteration 44Q: 3 clusters Score -1053964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1053992.875000 Penalty: 3059.793457
	Iteration 45Q: 3 clusters Score -1053993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1054027.250000 Penalty: 3059.793457
	Iteration 46Q: 3 clusters Score -1054027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1054066.875000 Penalty: 3059.793457
	Iteration 47Q: 3 clusters Score -1054067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1054100.625000 Penalty: 3059.793457
	Iteration 48Q: 3 clusters Score -1054101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1054126.875000 Penalty: 3059.793457
	Iteration 49Q: 3 clusters Score -1054127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1054148.875000 Penalty: 3059.793457
	Iteration 50Q: 3 clusters Score -1054149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1054162.250000 Penalty: 3059.793457
	Iteration 51Q: 3 clusters Score -1054162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1054175.000000 Penalty: 3059.793457
	Iteration 52Q: 3 clusters Score -1054175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1054190.875000 Penalty: 3059.793457
	Iteration 53Q: 3 clusters Score -1054191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1054206.500000 Penalty: 3059.793457
	Iteration 54Q: 3 clusters Score -1054206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1054224.125000 Penalty: 3059.793457
	Iteration 55Q: 3 clusters Score -1054224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1054244.000000 Penalty: 3059.793457
	Iteration 56Q: 3 clusters Score -1054244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1054264.000000 Penalty: 3059.793457
	Iteration 57Q: 3 clusters Score -1054264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1054280.375000 Penalty: 3059.793457
	Iteration 58Q: 3 clusters Score -1054280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1054295.375000 Penalty: 3059.793457
	Iteration 59Q: 3 clusters Score -1054295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1054310.000000 Penalty: 3059.793457
	Iteration 60F: 3 clusters Score -1054310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1054317.500000 Penalty: 3059.793457
	Iteration 61Q: 3 clusters Score -1054318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1054326.750000 Penalty: 3059.793457
	Iteration 62Q: 3 clusters Score -1054327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1054340.375000 Penalty: 3059.793457
	Iteration 63Q: 3 clusters Score -1054340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1054350.375000 Penalty: 3059.793457
	Iteration 64Q: 3 clusters Score -1054350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1054365.375000 Penalty: 3059.793457
	Iteration 65Q: 3 clusters Score -1054365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1054372.250000 Penalty: 3059.793457
	Iteration 66Q: 3 clusters Score -1054372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1054381.500000 Penalty: 3059.793457
	Iteration 67Q: 3 clusters Score -1054382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1054393.875000 Penalty: 3059.793457
	Iteration 68Q: 3 clusters Score -1054394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1054405.375000 Penalty: 3059.793457
	Iteration 69Q: 3 clusters Score -1054405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1054416.250000 Penalty: 3059.793457
	Iteration 70Q: 3 clusters Score -1054416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1054420.125000 Penalty: 3059.793457
	Iteration 71Q: 3 clusters Score -1054420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1054421.750000 Penalty: 3059.793457
	Iteration 72Q: 3 clusters Score -1054422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1054427.000000 Penalty: 3059.793457
	Iteration 73Q: 3 clusters Score -1054427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1054428.250000 Penalty: 3059.793457
	Iteration 74Q: 3 clusters Score -1054428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1054431.250000 Penalty: 3059.793457
	Iteration 75Q: 3 clusters Score -1054431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1054434.250000 Penalty: 3059.793457
	Iteration 76Q: 3 clusters Score -1054434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1054434.375000 Penalty: 3059.793457
	Iteration 77Q: 3 clusters Score -1054434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1054434.500000 Penalty: 3059.793457
	Iteration 78Q: 3 clusters Score -1054434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1054434.875000 Penalty: 3059.793457
	Iteration 79Q: 3 clusters Score -1054435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1054434.875000 Penalty: 3059.793457
	Iteration 80F: 3 clusters Score -1054435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1054433.875000 Penalty: 3059.793457
	Iteration 81Q: 3 clusters Score -1054434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1054435.750000 Penalty: 3059.793457
	Iteration 82Q: 3 clusters Score -1054436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1054438.875000 Penalty: 3059.793457
	Iteration 83Q: 3 clusters Score -1054439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1054438.250000 Penalty: 3059.793457
	Iteration 84Q: 3 clusters Score -1054438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1054440.000000 Penalty: 3059.793457
	Iteration 85Q: 3 clusters Score -1054440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1054440.250000 Penalty: 3059.793457
	Iteration 86Q: 3 clusters Score -1054440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1054441.500000 Penalty: 3059.793457
	Iteration 87Q: 3 clusters Score -1054442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1054440.000000 Penalty: 3059.793457
	Iteration 88Q: 3 clusters Score -1054440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1054440.000000 Penalty: 3059.793457
	Iteration 89Q: 3 clusters Score -1054440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1054442.375000 Penalty: 3059.793457
	Iteration 90Q: 3 clusters Score -1054442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1054442.625000 Penalty: 3059.793457
	Iteration 91Q: 3 clusters Score -1054443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1054442.625000 Penalty: 3059.793457
	Iteration 92F: 3 clusters Score -1054443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Entering Unmasked Estep 
Score: -2625040.750000 Penalty: 1674.705688
	Iteration 0F: 2 clusters Score -2625041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2604817.500000 Penalty: 3349.411377
	Iteration 0F: 3 clusters Score -2604818 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2612456.750000 Penalty: 3349.411377
	Iteration 1F: 3 clusters Score -2612457 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2612752.750000 Penalty: 3349.411377
	Iteration 2Q: 3 clusters Score -2612753 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2613030.250000 Penalty: 3349.411377
	Iteration 3Q: 3 clusters Score -2613030 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2613309.000000 Penalty: 3349.411377
	Iteration 4Q: 3 clusters Score -2613309 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2613591.000000 Penalty: 3349.411377
	Iteration 5Q: 3 clusters Score -2613591 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2613856.250000 Penalty: 3349.411377
	Iteration 6Q: 3 clusters Score -2613856 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2614106.750000 Penalty: 3349.411377
	Iteration 7Q: 3 clusters Score -2614107 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2614367.750000 Penalty: 3349.411377
	Iteration 8Q: 3 clusters Score -2614368 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2614621.250000 Penalty: 3349.411377
	Iteration 9Q: 3 clusters Score -2614621 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2614839.750000 Penalty: 3349.411377
	Iteration 10Q: 3 clusters Score -2614840 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2615049.000000 Penalty: 3349.411377
	Iteration 11Q: 3 clusters Score -2615049 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2615236.000000 Penalty: 3349.411377
	Iteration 12Q: 3 clusters Score -2615236 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2615452.000000 Penalty: 3349.411377
	Iteration 13Q: 3 clusters Score -2615452 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2615654.250000 Penalty: 3349.411377
	Iteration 14Q: 3 clusters Score -2615654 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2615843.750000 Penalty: 3349.411377
	Iteration 15Q: 3 clusters Score -2615844 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2616015.750000 Penalty: 3349.411377
	Iteration 16Q: 3 clusters Score -2616016 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2616193.250000 Penalty: 3349.411377
	Iteration 17Q: 3 clusters Score -2616193 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2616382.750000 Penalty: 3349.411377
	Iteration 18Q: 3 clusters Score -2616383 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2616621.500000 Penalty: 3349.411377
	Iteration 19Q: 3 clusters Score -2616622 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2616906.500000 Penalty: 3349.411377
	Iteration 20F: 3 clusters Score -2616906 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2617258.000000 Penalty: 3349.411377
	Iteration 21Q: 3 clusters Score -2617258 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2617701.000000 Penalty: 3349.411377
	Iteration 22Q: 3 clusters Score -2617701 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2618306.500000 Penalty: 3349.411377
	Iteration 23Q: 3 clusters Score -2618306 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2619021.500000 Penalty: 3349.411377
	Iteration 24Q: 3 clusters Score -2619022 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2619864.750000 Penalty: 3349.411377
	Iteration 25Q: 3 clusters Score -2619865 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2620769.500000 Penalty: 3349.411377
	Iteration 26Q: 3 clusters Score -2620770 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -2621586.500000 Penalty: 3349.411377
	Iteration 27Q: 3 clusters Score -2621586 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2622253.750000 Penalty: 3349.411377
	Iteration 28Q: 3 clusters Score -2622254 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -2622758.000000 Penalty: 3349.411377
	Iteration 29Q: 3 clusters Score -2622758 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2623031.000000 Penalty: 3349.411377
	Iteration 30Q: 3 clusters Score -2623031 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -2623208.250000 Penalty: 3349.411377
	Iteration 31Q: 3 clusters Score -2623208 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -2623333.750000 Penalty: 3349.411377
	Iteration 32Q: 3 clusters Score -2623334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -2623425.750000 Penalty: 3349.411377
	Iteration 33Q: 3 clusters Score -2623426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2623487.000000 Penalty: 3349.411377
	Iteration 34Q: 3 clusters Score -2623487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2623523.250000 Penalty: 3349.411377
	Iteration 35Q: 3 clusters Score -2623523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2623542.750000 Penalty: 3349.411377
	Iteration 36Q: 3 clusters Score -2623543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -2623560.000000 Penalty: 3349.411377
	Iteration 37Q: 3 clusters Score -2623560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -2623576.250000 Penalty: 3349.411377
	Iteration 38Q: 3 clusters Score -2623576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -2623587.750000 Penalty: 3349.411377
	Iteration 39Q: 3 clusters Score -2623588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -2623595.750000 Penalty: 3349.411377
	Iteration 40F: 3 clusters Score -2623596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -2623600.500000 Penalty: 3349.411377
	Iteration 41Q: 3 clusters Score -2623600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -2623605.500000 Penalty: 3349.411377
	Iteration 42Q: 3 clusters Score -2623606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -2623609.750000 Penalty: 3349.411377
	Iteration 43Q: 3 clusters Score -2623610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -2623614.250000 Penalty: 3349.411377
	Iteration 44Q: 3 clusters Score -2623614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2623621.000000 Penalty: 3349.411377
	Iteration 45Q: 3 clusters Score -2623621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2623624.250000 Penalty: 3349.411377
	Iteration 46Q: 3 clusters Score -2623624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -2623629.500000 Penalty: 3349.411377
	Iteration 47Q: 3 clusters Score -2623630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -2623631.500000 Penalty: 3349.411377
	Iteration 48Q: 3 clusters Score -2623632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -2623633.000000 Penalty: 3349.411377
	Iteration 49Q: 3 clusters Score -2623633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -2623633.250000 Penalty: 3349.411377
	Iteration 50Q: 3 clusters Score -2623633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2623634.750000 Penalty: 3349.411377
	Iteration 51Q: 3 clusters Score -2623635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2623635.750000 Penalty: 3349.411377
	Iteration 52Q: 3 clusters Score -2623636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2623635.750000 Penalty: 3349.411377
	Iteration 53Q: 3 clusters Score -2623636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -2623636.750000 Penalty: 3349.411377
	Iteration 54Q: 3 clusters Score -2623637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2623637.750000 Penalty: 3349.411377
	Iteration 55Q: 3 clusters Score -2623638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -2623639.750000 Penalty: 3349.411377
	Iteration 56Q: 3 clusters Score -2623640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -2623644.000000 Penalty: 3349.411377
	Iteration 57Q: 3 clusters Score -2623644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -2623642.250000 Penalty: 3349.411377
	Iteration 58Q: 3 clusters Score -2623642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -2623644.500000 Penalty: 3349.411377
	Iteration 59Q: 3 clusters Score -2623644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2623648.000000 Penalty: 3349.411377
	Iteration 60F: 3 clusters Score -2623648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -2623649.250000 Penalty: 3349.411377
	Iteration 61Q: 3 clusters Score -2623649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -2623652.750000 Penalty: 3349.411377
	Iteration 62Q: 3 clusters Score -2623653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -2623653.750000 Penalty: 3349.411377
	Iteration 63Q: 3 clusters Score -2623654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -2623656.250000 Penalty: 3349.411377
	Iteration 64Q: 3 clusters Score -2623656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -2623657.500000 Penalty: 3349.411377
	Iteration 65Q: 3 clusters Score -2623658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -2623664.250000 Penalty: 3349.411377
	Iteration 66Q: 3 clusters Score -2623664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2623665.000000 Penalty: 3349.411377
	Iteration 67Q: 3 clusters Score -2623665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -2623668.250000 Penalty: 3349.411377
	Iteration 68Q: 3 clusters Score -2623668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -2623672.000000 Penalty: 3349.411377
	Iteration 69Q: 3 clusters Score -2623672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -2623672.250000 Penalty: 3349.411377
	Iteration 70Q: 3 clusters Score -2623672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -2623672.500000 Penalty: 3349.411377
	Iteration 71Q: 3 clusters Score -2623672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -2623670.500000 Penalty: 3349.411377
	Iteration 72Q: 3 clusters Score -2623670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -2623670.500000 Penalty: 3349.411377
	Iteration 73Q: 3 clusters Score -2623670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -2623673.250000 Penalty: 3349.411377
	Iteration 74Q: 3 clusters Score -2623673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -2623673.250000 Penalty: 3349.411377
	Iteration 75F: 3 clusters Score -2623673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Entering Unmasked Estep 
Score: -3012524.750000 Penalty: 1698.019775
	Iteration 0F: 2 clusters Score -3012525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2989342.250000 Penalty: 3396.039551
	Iteration 0F: 3 clusters Score -2989342 nChanged 15902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2998237.000000 Penalty: 3396.039551
	Iteration 1F: 3 clusters Score -2998237 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2998687.000000 Penalty: 3396.039551
	Iteration 2Q: 3 clusters Score -2998687 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2999161.000000 Penalty: 3396.039551
	Iteration 3Q: 3 clusters Score -2999161 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2999722.000000 Penalty: 3396.039551
	Iteration 4Q: 3 clusters Score -2999722 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3000403.500000 Penalty: 3396.039551
	Iteration 5Q: 3 clusters Score -3000404 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3001196.000000 Penalty: 3396.039551
	Iteration 6Q: 3 clusters Score -3001196 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3002093.750000 Penalty: 3396.039551
	Iteration 7Q: 3 clusters Score -3002094 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3003142.750000 Penalty: 3396.039551
	Iteration 8F: 3 clusters Score -3003143 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3004407.250000 Penalty: 3396.039551
	Iteration 9F: 3 clusters Score -3004407 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3005614.500000 Penalty: 3396.039551
	Iteration 10F: 3 clusters Score -3005614 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3006558.000000 Penalty: 3396.039551
	Iteration 11Q: 3 clusters Score -3006558 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3007148.250000 Penalty: 3396.039551
	Iteration 12Q: 3 clusters Score -3007148 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3007470.000000 Penalty: 3396.039551
	Iteration 13Q: 3 clusters Score -3007470 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3007628.500000 Penalty: 3396.039551
	Iteration 14Q: 3 clusters Score -3007628 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3007710.750000 Penalty: 3396.039551
	Iteration 15Q: 3 clusters Score -3007711 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3007795.500000 Penalty: 3396.039551
	Iteration 16Q: 3 clusters Score -3007796 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3007868.250000 Penalty: 3396.039551
	Iteration 17Q: 3 clusters Score -3007868 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3007910.000000 Penalty: 3396.039551
	Iteration 18Q: 3 clusters Score -3007910 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3007932.250000 Penalty: 3396.039551
	Iteration 19Q: 3 clusters Score -3007932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3007969.500000 Penalty: 3396.039551
	Iteration 20F: 3 clusters Score -3007970 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3008000.500000 Penalty: 3396.039551
	Iteration 21Q: 3 clusters Score -3008000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3008002.750000 Penalty: 3396.039551
	Iteration 22Q: 3 clusters Score -3008003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3008023.250000 Penalty: 3396.039551
	Iteration 23Q: 3 clusters Score -3008023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3008044.250000 Penalty: 3396.039551
	Iteration 24Q: 3 clusters Score -3008044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3008050.250000 Penalty: 3396.039551
	Iteration 25Q: 3 clusters Score -3008050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3008057.000000 Penalty: 3396.039551
	Iteration 26Q: 3 clusters Score -3008057 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3008057.500000 Penalty: 3396.039551
	Iteration 27Q: 3 clusters Score -3008058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3008060.250000 Penalty: 3396.039551
	Iteration 28Q: 3 clusters Score -3008060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3008058.250000 Penalty: 3396.039551
	Iteration 29Q: 3 clusters Score -3008058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3008064.000000 Penalty: 3396.039551
	Iteration 30Q: 3 clusters Score -3008064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3008072.250000 Penalty: 3396.039551
	Iteration 31Q: 3 clusters Score -3008072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3008074.250000 Penalty: 3396.039551
	Iteration 32Q: 3 clusters Score -3008074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3008089.500000 Penalty: 3396.039551
	Iteration 33Q: 3 clusters Score -3008090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3008083.000000 Penalty: 3396.039551
	Iteration 34Q: 3 clusters Score -3008083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3008092.750000 Penalty: 3396.039551
	Iteration 35Q: 3 clusters Score -3008093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3008092.500000 Penalty: 3396.039551
	Iteration 36Q: 3 clusters Score -3008092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3008097.750000 Penalty: 3396.039551
	Iteration 37Q: 3 clusters Score -3008098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3008104.000000 Penalty: 3396.039551
	Iteration 38Q: 3 clusters Score -3008104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3008106.000000 Penalty: 3396.039551
	Iteration 39Q: 3 clusters Score -3008106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3008104.750000 Penalty: 3396.039551
	Iteration 40F: 3 clusters Score -3008105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3008107.500000 Penalty: 3396.039551
	Iteration 41Q: 3 clusters Score -3008108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3008115.750000 Penalty: 3396.039551
	Iteration 42Q: 3 clusters Score -3008116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3008119.250000 Penalty: 3396.039551
	Iteration 43Q: 3 clusters Score -3008119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3008126.000000 Penalty: 3396.039551
	Iteration 44Q: 3 clusters Score -3008126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3008122.000000 Penalty: 3396.039551
	Iteration 45Q: 3 clusters Score -3008122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3008128.000000 Penalty: 3396.039551
	Iteration 46Q: 3 clusters Score -3008128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3008135.250000 Penalty: 3396.039551
	Iteration 47Q: 3 clusters Score -3008135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3008137.250000 Penalty: 3396.039551
	Iteration 48Q: 3 clusters Score -3008137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3008140.000000 Penalty: 3396.039551
	Iteration 49Q: 3 clusters Score -3008140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3008139.250000 Penalty: 3396.039551
	Iteration 50Q: 3 clusters Score -3008139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3008139.500000 Penalty: 3396.039551
	Iteration 51Q: 3 clusters Score -3008140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3008136.250000 Penalty: 3396.039551
	Iteration 52Q: 3 clusters Score -3008136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3008145.500000 Penalty: 3396.039551
	Iteration 53Q: 3 clusters Score -3008146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3008153.250000 Penalty: 3396.039551
	Iteration 54Q: 3 clusters Score -3008153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3008156.500000 Penalty: 3396.039551
	Iteration 55Q: 3 clusters Score -3008156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3008153.750000 Penalty: 3396.039551
	Iteration 56Q: 3 clusters Score -3008154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3008168.000000 Penalty: 3396.039551
	Iteration 57Q: 3 clusters Score -3008168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3008174.500000 Penalty: 3396.039551
	Iteration 58Q: 3 clusters Score -3008174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3008181.500000 Penalty: 3396.039551
	Iteration 59Q: 3 clusters Score -3008182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3008189.500000 Penalty: 3396.039551
	Iteration 60F: 3 clusters Score -3008190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3008197.750000 Penalty: 3396.039551
	Iteration 61Q: 3 clusters Score -3008198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3008192.500000 Penalty: 3396.039551
	Iteration 62Q: 3 clusters Score -3008192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3008214.250000 Penalty: 3396.039551
	Iteration 63Q: 3 clusters Score -3008214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3008222.500000 Penalty: 3396.039551
	Iteration 64Q: 3 clusters Score -3008222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3008223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3008223.250000 Penalty: 3396.039551
	Iteration 66Q: 3 clusters Score -3008223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3008221.000000 Penalty: 3396.039551
	Iteration 67Q: 3 clusters Score -3008221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3008222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3008223.000000 Penalty: 3396.039551
	Iteration 69Q: 3 clusters Score -3008223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3008225.250000 Penalty: 3396.039551
	Iteration 70Q: 3 clusters Score -3008225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3008229.250000 Penalty: 3396.039551
	Iteration 71Q: 3 clusters Score -3008229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3008244.000000 Penalty: 3396.039551
	Iteration 72Q: 3 clusters Score -3008244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3008253.500000 Penalty: 3396.039551
	Iteration 73Q: 3 clusters Score -3008254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3008257.750000 Penalty: 3396.039551
	Iteration 74Q: 3 clusters Score -3008258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3008256.250000 Penalty: 3396.039551
	Iteration 75Q: 3 clusters Score -3008256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3008270.000000 Penalty: 3396.039551
	Iteration 76Q: 3 clusters Score -3008270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3008281.750000 Penalty: 3396.039551
	Iteration 77Q: 3 clusters Score -3008282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3008283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3008287.500000 Penalty: 3396.039551
	Iteration 79Q: 3 clusters Score -3008288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3008304.250000 Penalty: 3396.039551
	Iteration 80F: 3 clusters Score -3008304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3008308.250000 Penalty: 3396.039551
	Iteration 81Q: 3 clusters Score -3008308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3008333.250000 Penalty: 3396.039551
	Iteration 82Q: 3 clusters Score -3008333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3008338.250000 Penalty: 3396.039551
	Iteration 83Q: 3 clusters Score -3008338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3008361.250000 Penalty: 3396.039551
	Iteration 84Q: 3 clusters Score -3008361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3008396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3008402.750000 Penalty: 3396.039551
	Iteration 86Q: 3 clusters Score -3008403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3008415.000000 Penalty: 3396.039551
	Iteration 87Q: 3 clusters Score -3008415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3008435.750000 Penalty: 3396.039551
	Iteration 88Q: 3 clusters Score -3008436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3008444.250000 Penalty: 3396.039551
	Iteration 89Q: 3 clusters Score -3008444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3008473.250000 Penalty: 3396.039551
	Iteration 90Q: 3 clusters Score -3008473 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3008488.750000 Penalty: 3396.039551
	Iteration 91Q: 3 clusters Score -3008489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3008510.500000 Penalty: 3396.039551
	Iteration 92Q: 3 clusters Score -3008510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3008526.500000 Penalty: 3396.039551
	Iteration 93Q: 3 clusters Score -3008526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3008548 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3008572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3008587.250000 Penalty: 3396.039551
	Iteration 96Q: 3 clusters Score -3008587 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3008615.000000 Penalty: 3396.039551
	Iteration 97Q: 3 clusters Score -3008615 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3008648.500000 Penalty: 3396.039551
	Iteration 98Q: 3 clusters Score -3008648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3008691 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3008702.500000 Penalty: 3396.039551
	Iteration 100F: 3 clusters Score -3008702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3008724.250000 Penalty: 3396.039551
	Iteration 101Q: 3 clusters Score -3008724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3008746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3008765 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3008814 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3008836.500000 Penalty: 3396.039551
	Iteration 105Q: 3 clusters Score -3008836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3008848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3008881.000000 Penalty: 3396.039551
	Iteration 107Q: 3 clusters Score -3008881 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3008904.250000 Penalty: 3396.039551
	Iteration 108Q: 3 clusters Score -3008904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3008943.500000 Penalty: 3396.039551
	Iteration 109Q: 3 clusters Score -3008944 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3008979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3009017.250000 Penalty: 3396.039551
	Iteration 111Q: 3 clusters Score -3009017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3009048.500000 Penalty: 3396.039551
	Iteration 112Q: 3 clusters Score -3009048 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3009058.500000 Penalty: 3396.039551
	Iteration 113Q: 3 clusters Score -3009058 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3009084.500000 Penalty: 3396.039551
	Iteration 114Q: 3 clusters Score -3009084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3009120.250000 Penalty: 3396.039551
	Iteration 115Q: 3 clusters Score -3009120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3009149.250000 Penalty: 3396.039551
	Iteration 116Q: 3 clusters Score -3009149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3009159.500000 Penalty: 3396.039551
	Iteration 117Q: 3 clusters Score -3009160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3009196.250000 Penalty: 3396.039551
	Iteration 118Q: 3 clusters Score -3009196 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3009230 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3009255.250000 Penalty: 3396.039551
	Iteration 120F: 3 clusters Score -3009255 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3009278 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3009316.750000 Penalty: 3396.039551
	Iteration 122Q: 3 clusters Score -3009317 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3009352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3009388.250000 Penalty: 3396.039551
	Iteration 124Q: 3 clusters Score -3009388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3009408.250000 Penalty: 3396.039551
	Iteration 125Q: 3 clusters Score -3009408 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3009448.000000 Penalty: 3396.039551
	Iteration 126Q: 3 clusters Score -3009448 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3009476.250000 Penalty: 3396.039551
	Iteration 127Q: 3 clusters Score -3009476 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3009503.000000 Penalty: 3396.039551
	Iteration 128Q: 3 clusters Score -3009503 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3009542 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3009584 nChanged 167
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3009625.750000 Penalty: 3396.039551
	Iteration 131Q: 3 clusters Score -3009626 nChanged 157
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Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3009661.000000 Penalty: 3396.039551
	Iteration 132Q: 3 clusters Score -3009661 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3009707 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3009729 nChanged 176
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Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3009766 nChanged 181
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Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3009805.250000 Penalty: 3396.039551
	Iteration 136Q: 3 clusters Score -3009805 nChanged 164
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Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3009842 nChanged 165
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Mstep: Class 1 contains 6264 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3009886 nChanged 145
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Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3009916 nChanged 155
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Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3009954 nChanged 163
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Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3009992 nChanged 153
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Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3010023 nChanged 137
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3010052 nChanged 134
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Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3010083 nChanged 150
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Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3010116 nChanged 156
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3010142 nChanged 161
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Mstep: Class 1 contains 4938 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3010181 nChanged 171
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3010224 nChanged 181
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3010276 nChanged 181
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Mstep: Class 1 contains 4411 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3010307 nChanged 165
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Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3010358 nChanged 177
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3010416 nChanged 171
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3010454 nChanged 161
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3010490 nChanged 149
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Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3010524.750000 Penalty: 3396.039551
	Iteration 155Q: 3 clusters Score -3010525 nChanged 136
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3010558.000000 Penalty: 3396.039551
	Iteration 156Q: 3 clusters Score -3010558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3010599.250000 Penalty: 3396.039551
	Iteration 157Q: 3 clusters Score -3010599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -3010622.750000 Penalty: 3396.039551
	Iteration 158Q: 3 clusters Score -3010623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3010647.250000 Penalty: 3396.039551
	Iteration 159Q: 3 clusters Score -3010647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3010673.750000 Penalty: 3396.039551
	Iteration 160F: 3 clusters Score -3010674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -3010682.500000 Penalty: 3396.039551
	Iteration 161Q: 3 clusters Score -3010682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3010701.750000 Penalty: 3396.039551
	Iteration 162Q: 3 clusters Score -3010702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3010710.500000 Penalty: 3396.039551
	Iteration 163Q: 3 clusters Score -3010710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3010731.500000 Penalty: 3396.039551
	Iteration 164Q: 3 clusters Score -3010732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3010755.000000 Penalty: 3396.039551
	Iteration 165Q: 3 clusters Score -3010755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3010765.500000 Penalty: 3396.039551
	Iteration 166Q: 3 clusters Score -3010766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3010774.750000 Penalty: 3396.039551
	Iteration 167Q: 3 clusters Score -3010775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -3010794.250000 Penalty: 3396.039551
	Iteration 168Q: 3 clusters Score -3010794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3010809.250000 Penalty: 3396.039551
	Iteration 169Q: 3 clusters Score -3010809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -3010828.250000 Penalty: 3396.039551
	Iteration 170Q: 3 clusters Score -3010828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3010855.500000 Penalty: 3396.039551
	Iteration 171Q: 3 clusters Score -3010856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3010866.500000 Penalty: 3396.039551
	Iteration 172Q: 3 clusters Score -3010866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3010879.500000 Penalty: 3396.039551
	Iteration 173Q: 3 clusters Score -3010880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -3010890.750000 Penalty: 3396.039551
	Iteration 174Q: 3 clusters Score -3010891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -3010899.000000 Penalty: 3396.039551
	Iteration 175Q: 3 clusters Score -3010899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3010905.250000 Penalty: 3396.039551
	Iteration 176Q: 3 clusters Score -3010905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3010923.500000 Penalty: 3396.039551
	Iteration 177Q: 3 clusters Score -3010924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3010933.750000 Penalty: 3396.039551
	Iteration 178Q: 3 clusters Score -3010934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3010940.500000 Penalty: 3396.039551
	Iteration 179Q: 3 clusters Score -3010940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3010938.750000 Penalty: 3396.039551
	Iteration 180F: 3 clusters Score -3010939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3010949.250000 Penalty: 3396.039551
	Iteration 181Q: 3 clusters Score -3010949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3010965.750000 Penalty: 3396.039551
	Iteration 182Q: 3 clusters Score -3010966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3010969.750000 Penalty: 3396.039551
	Iteration 183Q: 3 clusters Score -3010970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3010980.000000 Penalty: 3396.039551
	Iteration 184Q: 3 clusters Score -3010980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3010987.750000 Penalty: 3396.039551
	Iteration 185Q: 3 clusters Score -3010988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3011004.500000 Penalty: 3396.039551
	Iteration 186Q: 3 clusters Score -3011004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3011009.750000 Penalty: 3396.039551
	Iteration 187Q: 3 clusters Score -3011010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3011018.750000 Penalty: 3396.039551
	Iteration 188Q: 3 clusters Score -3011019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3011028.750000 Penalty: 3396.039551
	Iteration 189Q: 3 clusters Score -3011029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3011036.750000 Penalty: 3396.039551
	Iteration 190Q: 3 clusters Score -3011037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3011039.500000 Penalty: 3396.039551
	Iteration 191Q: 3 clusters Score -3011040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3011039.500000 Penalty: 3396.039551
	Iteration 192Q: 3 clusters Score -3011040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3011040.500000 Penalty: 3396.039551
	Iteration 193Q: 3 clusters Score -3011040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3011045.500000 Penalty: 3396.039551
	Iteration 194Q: 3 clusters Score -3011046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -3011044.750000 Penalty: 3396.039551
	Iteration 195Q: 3 clusters Score -3011045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3011049.000000 Penalty: 3396.039551
	Iteration 196Q: 3 clusters Score -3011049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3011045.000000 Penalty: 3396.039551
	Iteration 197Q: 3 clusters Score -3011045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3011049.000000 Penalty: 3396.039551
	Iteration 198Q: 3 clusters Score -3011049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3011050.250000 Penalty: 3396.039551
	Iteration 199Q: 3 clusters Score -3011050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3011052.500000 Penalty: 3396.039551
	Iteration 200F: 3 clusters Score -3011052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3011053.250000 Penalty: 3396.039551
	Iteration 201Q: 3 clusters Score -3011053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3011056.000000 Penalty: 3396.039551
	Iteration 202Q: 3 clusters Score -3011056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -3011062.000000 Penalty: 3396.039551
	Iteration 203Q: 3 clusters Score -3011062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3011066.750000 Penalty: 3396.039551
	Iteration 204Q: 3 clusters Score -3011067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -3011070.250000 Penalty: 3396.039551
	Iteration 205Q: 3 clusters Score -3011070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3011071.250000 Penalty: 3396.039551
	Iteration 206Q: 3 clusters Score -3011071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3011074.000000 Penalty: 3396.039551
	Iteration 207Q: 3 clusters Score -3011074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3011080.250000 Penalty: 3396.039551
	Iteration 208Q: 3 clusters Score -3011080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3011080.750000 Penalty: 3396.039551
	Iteration 209Q: 3 clusters Score -3011081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3011087.000000 Penalty: 3396.039551
	Iteration 210Q: 3 clusters Score -3011087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3011092.000000 Penalty: 3396.039551
	Iteration 211Q: 3 clusters Score -3011092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3011091.500000 Penalty: 3396.039551
	Iteration 212Q: 3 clusters Score -3011092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3011102.000000 Penalty: 3396.039551
	Iteration 213Q: 3 clusters Score -3011102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3011105.000000 Penalty: 3396.039551
	Iteration 214Q: 3 clusters Score -3011105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -3011107.250000 Penalty: 3396.039551
	Iteration 215Q: 3 clusters Score -3011107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3011107.250000 Penalty: 3396.039551
	Iteration 216Q: 3 clusters Score -3011107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -3011110.750000 Penalty: 3396.039551
	Iteration 217Q: 3 clusters Score -3011111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -3011110.750000 Penalty: 3396.039551
	Iteration 218Q: 3 clusters Score -3011111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3011109.750000 Penalty: 3396.039551
	Iteration 219Q: 3 clusters Score -3011110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -3011115.000000 Penalty: 3396.039551
	Iteration 220F: 3 clusters Score -3011115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3011117.500000 Penalty: 3396.039551
	Iteration 221Q: 3 clusters Score -3011118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3011121.500000 Penalty: 3396.039551
	Iteration 222Q: 3 clusters Score -3011122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3011126.000000 Penalty: 3396.039551
	Iteration 223Q: 3 clusters Score -3011126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3011132.750000 Penalty: 3396.039551
	Iteration 224Q: 3 clusters Score -3011133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3011131.250000 Penalty: 3396.039551
	Iteration 225Q: 3 clusters Score -3011131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3011134.750000 Penalty: 3396.039551
	Iteration 226Q: 3 clusters Score -3011135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3011136.750000 Penalty: 3396.039551
	Iteration 227Q: 3 clusters Score -3011137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3011136.000000 Penalty: 3396.039551
	Iteration 228Q: 3 clusters Score -3011136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3011135.750000 Penalty: 3396.039551
	Iteration 229Q: 3 clusters Score -3011136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3011136.250000 Penalty: 3396.039551
	Iteration 230Q: 3 clusters Score -3011136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3011136.250000 Penalty: 3396.039551
	Iteration 231F: 3 clusters Score -3011136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Entering Unmasked Estep 
Score: -1516589.125000 Penalty: 1605.144165
	Iteration 0F: 2 clusters Score -1516589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1503237.625000 Penalty: 3210.288330
	Iteration 0F: 3 clusters Score -1503238 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1508553.500000 Penalty: 3210.288330
	Iteration 1F: 3 clusters Score -1508554 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1509553.750000 Penalty: 3210.288330
	Iteration 2F: 3 clusters Score -1509554 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1510855.000000 Penalty: 3210.288330
	Iteration 3F: 3 clusters Score -1510855 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1512542.750000 Penalty: 3210.288330
	Iteration 4F: 3 clusters Score -1512543 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1514183.750000 Penalty: 3210.288330
	Iteration 5F: 3 clusters Score -1514184 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1515367.000000 Penalty: 3210.288330
	Iteration 6F: 3 clusters Score -1515367 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1516040.875000 Penalty: 3210.288330
	Iteration 7F: 3 clusters Score -1516041 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1516424.625000 Penalty: 3210.288330
	Iteration 8Q: 3 clusters Score -1516425 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1516701.875000 Penalty: 3210.288330
	Iteration 9Q: 3 clusters Score -1516702 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1516898.000000 Penalty: 3210.288330
	Iteration 10Q: 3 clusters Score -1516898 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1517086.000000 Penalty: 3210.288330
	Iteration 11Q: 3 clusters Score -1517086 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1517264.500000 Penalty: 3210.288330
	Iteration 12Q: 3 clusters Score -1517264 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1517426.250000 Penalty: 3210.288330
	Iteration 13Q: 3 clusters Score -1517426 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1517585.375000 Penalty: 3210.288330
	Iteration 14Q: 3 clusters Score -1517585 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1517751.875000 Penalty: 3210.288330
	Iteration 15Q: 3 clusters Score -1517752 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1517931.500000 Penalty: 3210.288330
	Iteration 16Q: 3 clusters Score -1517932 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1518086.125000 Penalty: 3210.288330
	Iteration 17Q: 3 clusters Score -1518086 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1518215.000000 Penalty: 3210.288330
	Iteration 18Q: 3 clusters Score -1518215 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1518309.125000 Penalty: 3210.288330
	Iteration 19Q: 3 clusters Score -1518309 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1518400.125000 Penalty: 3210.288330
	Iteration 20F: 3 clusters Score -1518400 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1518471.625000 Penalty: 3210.288330
	Iteration 21Q: 3 clusters Score -1518472 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1518545.000000 Penalty: 3210.288330
	Iteration 22Q: 3 clusters Score -1518545 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1518607.750000 Penalty: 3210.288330
	Iteration 23Q: 3 clusters Score -1518608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1518668.125000 Penalty: 3210.288330
	Iteration 24Q: 3 clusters Score -1518668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1518709.125000 Penalty: 3210.288330
	Iteration 25Q: 3 clusters Score -1518709 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1518786.125000 Penalty: 3210.288330
	Iteration 26Q: 3 clusters Score -1518786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1518837.625000 Penalty: 3210.288330
	Iteration 27Q: 3 clusters Score -1518838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1518899.000000 Penalty: 3210.288330
	Iteration 28Q: 3 clusters Score -1518899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1518982.375000 Penalty: 3210.288330
	Iteration 29Q: 3 clusters Score -1518982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1519081.625000 Penalty: 3210.288330
	Iteration 30Q: 3 clusters Score -1519082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1519173.375000 Penalty: 3210.288330
	Iteration 31Q: 3 clusters Score -1519173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1519308.000000 Penalty: 3210.288330
	Iteration 32Q: 3 clusters Score -1519308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1519417.625000 Penalty: 3210.288330
	Iteration 33Q: 3 clusters Score -1519418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1519532.500000 Penalty: 3210.288330
	Iteration 34Q: 3 clusters Score -1519532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1519642.000000 Penalty: 3210.288330
	Iteration 35Q: 3 clusters Score -1519642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1519739.500000 Penalty: 3210.288330
	Iteration 36Q: 3 clusters Score -1519740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1519853.125000 Penalty: 3210.288330
	Iteration 37Q: 3 clusters Score -1519853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1520034.000000 Penalty: 3210.288330
	Iteration 38Q: 3 clusters Score -1520034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1520305.750000 Penalty: 3210.288330
	Iteration 39Q: 3 clusters Score -1520306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1520591.125000 Penalty: 3210.288330
	Iteration 40F: 3 clusters Score -1520591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1520701.750000 Penalty: 3210.288330
	Iteration 41Q: 3 clusters Score -1520702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1520710.875000 Penalty: 3210.288330
	Iteration 42Q: 3 clusters Score -1520711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1520713.625000 Penalty: 3210.288330
	Iteration 43Q: 3 clusters Score -1520714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1520716.000000 Penalty: 3210.288330
	Iteration 44Q: 3 clusters Score -1520716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1520717.000000 Penalty: 3210.288330
	Iteration 45Q: 3 clusters Score -1520717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1520714.875000 Penalty: 3210.288330
	Iteration 46Q: 3 clusters Score -1520715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1520717.000000 Penalty: 3210.288330
	Iteration 47Q: 3 clusters Score -1520717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1520715.000000 Penalty: 3210.288330
	Iteration 48Q: 3 clusters Score -1520715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1520715.000000 Penalty: 3210.288330
	Iteration 49F: 3 clusters Score -1520715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 29243 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Entering Unmasked Estep 
Score: -76276264.000000 Penalty: 51222.789062
Splitting cluster 8 changes total score from -76245232.000000 to -76276264.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (79559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Entering Unmasked Estep 
Score: -7103986.000000 Penalty: 1833.691284
	Iteration 0F: 2 clusters Score -7103986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7050792.000000 Penalty: 3667.382568
	Iteration 0F: 3 clusters Score -7050792 nChanged 37891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7072475.500000 Penalty: 3667.382568
	Iteration 1F: 3 clusters Score -7072476 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -7073365.500000 Penalty: 3667.382568
	Iteration 2Q: 3 clusters Score -7073366 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7074497.500000 Penalty: 3667.382568
	Iteration 3Q: 3 clusters Score -7074498 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -7075819.500000 Penalty: 3667.382568
	Iteration 4Q: 3 clusters Score -7075820 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -7077422.000000 Penalty: 3667.382568
	Iteration 5Q: 3 clusters Score -7077422 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -7079219.500000 Penalty: 3667.382568
	Iteration 6F: 3 clusters Score -7079220 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -7081061.000000 Penalty: 3667.382568
	Iteration 7F: 3 clusters Score -7081061 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -7082887.000000 Penalty: 3667.382568
	Iteration 8F: 3 clusters Score -7082887 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7084240.500000 Penalty: 3667.382568
	Iteration 9Q: 3 clusters Score -7084240 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -7085320.500000 Penalty: 3667.382568
	Iteration 10Q: 3 clusters Score -7085320 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -7086146.500000 Penalty: 3667.382568
	Iteration 11Q: 3 clusters Score -7086146 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -7086854.000000 Penalty: 3667.382568
	Iteration 12Q: 3 clusters Score -7086854 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -7087518.000000 Penalty: 3667.382568
	Iteration 13Q: 3 clusters Score -7087518 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -7088204.500000 Penalty: 3667.382568
	Iteration 14Q: 3 clusters Score -7088204 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -7088961.000000 Penalty: 3667.382568
	Iteration 15Q: 3 clusters Score -7088961 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -7089956.500000 Penalty: 3667.382568
	Iteration 16Q: 3 clusters Score -7089956 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7091108.000000 Penalty: 3667.382568
	Iteration 17Q: 3 clusters Score -7091108 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -7092453.000000 Penalty: 3667.382568
	Iteration 18Q: 3 clusters Score -7092453 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -7094029.000000 Penalty: 3667.382568
	Iteration 19Q: 3 clusters Score -7094029 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -7095656.000000 Penalty: 3667.382568
	Iteration 20F: 3 clusters Score -7095656 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -7097261.500000 Penalty: 3667.382568
	Iteration 21Q: 3 clusters Score -7097262 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -7098696.000000 Penalty: 3667.382568
	Iteration 22Q: 3 clusters Score -7098696 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -7099792.500000 Penalty: 3667.382568
	Iteration 23Q: 3 clusters Score -7099792 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -7100575.000000 Penalty: 3667.382568
	Iteration 24Q: 3 clusters Score -7100575 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -7101130.000000 Penalty: 3667.382568
	Iteration 25Q: 3 clusters Score -7101130 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -7101540.500000 Penalty: 3667.382568
	Iteration 26Q: 3 clusters Score -7101540 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -7101809.500000 Penalty: 3667.382568
	Iteration 27Q: 3 clusters Score -7101810 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -7101985.500000 Penalty: 3667.382568
	Iteration 28Q: 3 clusters Score -7101986 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -7102103.500000 Penalty: 3667.382568
	Iteration 29Q: 3 clusters Score -7102104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -7102177.500000 Penalty: 3667.382568
	Iteration 30Q: 3 clusters Score -7102178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -7102247.000000 Penalty: 3667.382568
	Iteration 31Q: 3 clusters Score -7102247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -7102283.000000 Penalty: 3667.382568
	Iteration 32Q: 3 clusters Score -7102283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -7102314.000000 Penalty: 3667.382568
	Iteration 33Q: 3 clusters Score -7102314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -7102339.000000 Penalty: 3667.382568
	Iteration 34Q: 3 clusters Score -7102339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -7102366.500000 Penalty: 3667.382568
	Iteration 35Q: 3 clusters Score -7102366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -7102379.000000 Penalty: 3667.382568
	Iteration 36Q: 3 clusters Score -7102379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -7102386.000000 Penalty: 3667.382568
	Iteration 37Q: 3 clusters Score -7102386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -7102413.000000 Penalty: 3667.382568
	Iteration 38Q: 3 clusters Score -7102413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -7102423.000000 Penalty: 3667.382568
	Iteration 39Q: 3 clusters Score -7102423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -7102427.500000 Penalty: 3667.382568
	Iteration 40F: 3 clusters Score -7102428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -7102435.000000 Penalty: 3667.382568
	Iteration 41Q: 3 clusters Score -7102435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -7102449.000000 Penalty: 3667.382568
	Iteration 42Q: 3 clusters Score -7102449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -7102454.000000 Penalty: 3667.382568
	Iteration 43Q: 3 clusters Score -7102454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -7102458.500000 Penalty: 3667.382568
	Iteration 44Q: 3 clusters Score -7102458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -7102465.000000 Penalty: 3667.382568
	Iteration 45Q: 3 clusters Score -7102465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -7102469.000000 Penalty: 3667.382568
	Iteration 46Q: 3 clusters Score -7102469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -7102477.000000 Penalty: 3667.382568
	Iteration 47Q: 3 clusters Score -7102477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -7102483.500000 Penalty: 3667.382568
	Iteration 48Q: 3 clusters Score -7102484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -7102488.000000 Penalty: 3667.382568
	Iteration 49Q: 3 clusters Score -7102488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -7102489.000000 Penalty: 3667.382568
	Iteration 50Q: 3 clusters Score -7102489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -7102487.500000 Penalty: 3667.382568
	Iteration 51Q: 3 clusters Score -7102488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -7102485.000000 Penalty: 3667.382568
	Iteration 52Q: 3 clusters Score -7102485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -7102482.500000 Penalty: 3667.382568
	Iteration 53Q: 3 clusters Score -7102482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -7102490.000000 Penalty: 3667.382568
	Iteration 54Q: 3 clusters Score -7102490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -7102485.500000 Penalty: 3667.382568
	Iteration 55Q: 3 clusters Score -7102486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -7102490.000000 Penalty: 3667.382568
	Iteration 56Q: 3 clusters Score -7102490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -7102491.500000 Penalty: 3667.382568
	Iteration 57Q: 3 clusters Score -7102492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -7102497.000000 Penalty: 3667.382568
	Iteration 58Q: 3 clusters Score -7102497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -7102498.500000 Penalty: 3667.382568
	Iteration 59Q: 3 clusters Score -7102498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -7102499.500000 Penalty: 3667.382568
	Iteration 60F: 3 clusters Score -7102500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -7102498.500000 Penalty: 3667.382568
	Iteration 61Q: 3 clusters Score -7102498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -7102500.000000 Penalty: 3667.382568
	Iteration 62Q: 3 clusters Score -7102500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -7102496.000000 Penalty: 3667.382568
	Iteration 63Q: 3 clusters Score -7102496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 78955 members 
Entering Unmasked Estep 
Score: -7102501.000000 Penalty: 3667.382568
	Iteration 64Q: 3 clusters Score -7102501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -7102503.500000 Penalty: 3667.382568
	Iteration 65Q: 3 clusters Score -7102504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -7102504.500000 Penalty: 3667.382568
	Iteration 66Q: 3 clusters Score -7102504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -7102504.500000 Penalty: 3667.382568
	Iteration 67F: 3 clusters Score -7102504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Entering Unmasked Estep 
Score: -2292445.750000 Penalty: 1671.051758
	Iteration 0F: 2 clusters Score -2292446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2272808.000000 Penalty: 3342.103516
	Iteration 0F: 3 clusters Score -2272808 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2281238.750000 Penalty: 3342.103516
	Iteration 1F: 3 clusters Score -2281239 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2282787.000000 Penalty: 3342.103516
	Iteration 2F: 3 clusters Score -2282787 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2284278.250000 Penalty: 3342.103516
	Iteration 3F: 3 clusters Score -2284278 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2285844.500000 Penalty: 3342.103516
	Iteration 4F: 3 clusters Score -2285844 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2287596.000000 Penalty: 3342.103516
	Iteration 5F: 3 clusters Score -2287596 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2289245.750000 Penalty: 3342.103516
	Iteration 6F: 3 clusters Score -2289246 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2290580.500000 Penalty: 3342.103516
	Iteration 7F: 3 clusters Score -2290580 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2291497.000000 Penalty: 3342.103516
	Iteration 8Q: 3 clusters Score -2291497 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2292203.750000 Penalty: 3342.103516
	Iteration 9Q: 3 clusters Score -2292204 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2292758.250000 Penalty: 3342.103516
	Iteration 10Q: 3 clusters Score -2292758 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2293236.500000 Penalty: 3342.103516
	Iteration 11Q: 3 clusters Score -2293236 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2293666.500000 Penalty: 3342.103516
	Iteration 12Q: 3 clusters Score -2293666 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2294028.250000 Penalty: 3342.103516
	Iteration 13Q: 3 clusters Score -2294028 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2294323.500000 Penalty: 3342.103516
	Iteration 14Q: 3 clusters Score -2294324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2294530.750000 Penalty: 3342.103516
	Iteration 15Q: 3 clusters Score -2294531 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2294698.000000 Penalty: 3342.103516
	Iteration 16Q: 3 clusters Score -2294698 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2294811.250000 Penalty: 3342.103516
	Iteration 17Q: 3 clusters Score -2294811 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2294885.000000 Penalty: 3342.103516
	Iteration 18Q: 3 clusters Score -2294885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2294937.250000 Penalty: 3342.103516
	Iteration 19Q: 3 clusters Score -2294937 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2294985.500000 Penalty: 3342.103516
	Iteration 20F: 3 clusters Score -2294986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2295033.000000 Penalty: 3342.103516
	Iteration 21Q: 3 clusters Score -2295033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2295062.500000 Penalty: 3342.103516
	Iteration 22Q: 3 clusters Score -2295062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2295086.000000 Penalty: 3342.103516
	Iteration 23Q: 3 clusters Score -2295086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2295099.000000 Penalty: 3342.103516
	Iteration 24Q: 3 clusters Score -2295099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2295108.000000 Penalty: 3342.103516
	Iteration 25Q: 3 clusters Score -2295108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2295118.250000 Penalty: 3342.103516
	Iteration 26Q: 3 clusters Score -2295118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2295122.750000 Penalty: 3342.103516
	Iteration 27Q: 3 clusters Score -2295123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2295124.250000 Penalty: 3342.103516
	Iteration 28Q: 3 clusters Score -2295124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2295130.750000 Penalty: 3342.103516
	Iteration 29Q: 3 clusters Score -2295131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -2295132.750000 Penalty: 3342.103516
	Iteration 30Q: 3 clusters Score -2295133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2295134.500000 Penalty: 3342.103516
	Iteration 31Q: 3 clusters Score -2295134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2295135.500000 Penalty: 3342.103516
	Iteration 32Q: 3 clusters Score -2295136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2295139.750000 Penalty: 3342.103516
	Iteration 33Q: 3 clusters Score -2295140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -2295140.250000 Penalty: 3342.103516
	Iteration 34Q: 3 clusters Score -2295140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -2295143.000000 Penalty: 3342.103516
	Iteration 35Q: 3 clusters Score -2295143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2295143.750000 Penalty: 3342.103516
	Iteration 36Q: 3 clusters Score -2295144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2295142.500000 Penalty: 3342.103516
	Iteration 37Q: 3 clusters Score -2295142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2295142.500000 Penalty: 3342.103516
	Iteration 38Q: 3 clusters Score -2295142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2295142.500000 Penalty: 3342.103516
	Iteration 39F: 3 clusters Score -2295142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Entering Unmasked Estep 
Score: -76278112.000000 Penalty: 53449.867188
Splitting cluster 10 changes total score from -76245232.000000 to -76278112.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -191747.515625 Penalty: 1298.523682
	Iteration 0F: 2 clusters Score -191747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -189121.921875 Penalty: 2597.047363
	Iteration 0F: 3 clusters Score -189121.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -190517.734375 Penalty: 2597.047363
	Iteration 1F: 3 clusters Score -190517.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -191435.421875 Penalty: 2597.047363
	Iteration 2F: 3 clusters Score -191435.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -191983.781250 Penalty: 2597.047363
	Iteration 3F: 3 clusters Score -191983.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -192356.531250 Penalty: 2597.047363
	Iteration 4F: 3 clusters Score -192356.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -192526.578125 Penalty: 2597.047363
	Iteration 5Q: 3 clusters Score -192526.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -192604.703125 Penalty: 2597.047363
	Iteration 6Q: 3 clusters Score -192604.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -192664.109375 Penalty: 2597.047363
	Iteration 7Q: 3 clusters Score -192664.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -192705.203125 Penalty: 2597.047363
	Iteration 8Q: 3 clusters Score -192705.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -192735.328125 Penalty: 2597.047363
	Iteration 9Q: 3 clusters Score -192735.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -192752.781250 Penalty: 2597.047363
	Iteration 10Q: 3 clusters Score -192752.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -192765.859375 Penalty: 2597.047363
	Iteration 11Q: 3 clusters Score -192765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -192772.875000 Penalty: 2597.047363
	Iteration 12Q: 3 clusters Score -192772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -192777.296875 Penalty: 2597.047363
	Iteration 13Q: 3 clusters Score -192777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -192781.062500 Penalty: 2597.047363
	Iteration 14Q: 3 clusters Score -192781.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -192783.453125 Penalty: 2597.047363
	Iteration 15Q: 3 clusters Score -192783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -192784.546875 Penalty: 2597.047363
	Iteration 16Q: 3 clusters Score -192784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -192785.656250 Penalty: 2597.047363
	Iteration 17Q: 3 clusters Score -192785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -192785.703125 Penalty: 2597.047363
	Iteration 18Q: 3 clusters Score -192785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -192785.703125 Penalty: 2597.047363
	Iteration 19F: 3 clusters Score -192785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Entering Unmasked Estep 
Score: -76278160.000000 Penalty: 55676.945312
Splitting cluster 12 changes total score from -76245232.000000 to -76278160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -634518.187500 Penalty: 1459.093750
	Iteration 0F: 2 clusters Score -634518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -628765.687500 Penalty: 2918.187500
	Iteration 0F: 3 clusters Score -628765.7 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -630883.437500 Penalty: 2918.187500
	Iteration 1F: 3 clusters Score -630883.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -631449.250000 Penalty: 2918.187500
	Iteration 2F: 3 clusters Score -631449.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -632097.250000 Penalty: 2918.187500
	Iteration 3F: 3 clusters Score -632097.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -632747.750000 Penalty: 2918.187500
	Iteration 4F: 3 clusters Score -632747.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -633188.562500 Penalty: 2918.187500
	Iteration 5F: 3 clusters Score -633188.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -633454.187500 Penalty: 2918.187500
	Iteration 6F: 3 clusters Score -633454.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -633654.000000 Penalty: 2918.187500
	Iteration 7Q: 3 clusters Score -633654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -633809.812500 Penalty: 2918.187500
	Iteration 8Q: 3 clusters Score -633809.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -633960.000000 Penalty: 2918.187500
	Iteration 9Q: 3 clusters Score -633960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -634084.750000 Penalty: 2918.187500
	Iteration 10Q: 3 clusters Score -634084.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -634176.750000 Penalty: 2918.187500
	Iteration 11Q: 3 clusters Score -634176.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -634274.187500 Penalty: 2918.187500
	Iteration 12Q: 3 clusters Score -634274.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -634389.750000 Penalty: 2918.187500
	Iteration 13Q: 3 clusters Score -634389.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -634495.562500 Penalty: 2918.187500
	Iteration 14Q: 3 clusters Score -634495.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -634585.437500 Penalty: 2918.187500
	Iteration 15Q: 3 clusters Score -634585.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -634630.000000 Penalty: 2918.187500
	Iteration 16Q: 3 clusters Score -634630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -634656.812500 Penalty: 2918.187500
	Iteration 17Q: 3 clusters Score -634656.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -634675.937500 Penalty: 2918.187500
	Iteration 18Q: 3 clusters Score -634675.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -634693.312500 Penalty: 2918.187500
	Iteration 19Q: 3 clusters Score -634693.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -634703.625000 Penalty: 2918.187500
	Iteration 20F: 3 clusters Score -634703.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -634719.875000 Penalty: 2918.187500
	Iteration 21Q: 3 clusters Score -634719.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -634740.812500 Penalty: 2918.187500
	Iteration 22Q: 3 clusters Score -634740.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -634758.250000 Penalty: 2918.187500
	Iteration 23Q: 3 clusters Score -634758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -634767.625000 Penalty: 2918.187500
	Iteration 24Q: 3 clusters Score -634767.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -634779.062500 Penalty: 2918.187500
	Iteration 25Q: 3 clusters Score -634779.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -634787.062500 Penalty: 2918.187500
	Iteration 26Q: 3 clusters Score -634787.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -634796.062500 Penalty: 2918.187500
	Iteration 27Q: 3 clusters Score -634796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -634798.562500 Penalty: 2918.187500
	Iteration 28Q: 3 clusters Score -634798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -634798.812500 Penalty: 2918.187500
	Iteration 29Q: 3 clusters Score -634798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -634802.687500 Penalty: 2918.187500
	Iteration 30Q: 3 clusters Score -634802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -634804.312500 Penalty: 2918.187500
	Iteration 31Q: 3 clusters Score -634804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -634803.562500 Penalty: 2918.187500
	Iteration 32Q: 3 clusters Score -634803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -634805.000000 Penalty: 2918.187500
	Iteration 33Q: 3 clusters Score -634805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -634804.312500 Penalty: 2918.187500
	Iteration 34Q: 3 clusters Score -634804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -634806.687500 Penalty: 2918.187500
	Iteration 35Q: 3 clusters Score -634806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -634807.062500 Penalty: 2918.187500
	Iteration 36Q: 3 clusters Score -634807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -634810.812500 Penalty: 2918.187500
	Iteration 37Q: 3 clusters Score -634810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -634811.125000 Penalty: 2918.187500
	Iteration 38Q: 3 clusters Score -634811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -634813.312500 Penalty: 2918.187500
	Iteration 39Q: 3 clusters Score -634813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -634814.125000 Penalty: 2918.187500
	Iteration 40F: 3 clusters Score -634814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -634816.812500 Penalty: 2918.187500
	Iteration 41Q: 3 clusters Score -634816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -634819.062500 Penalty: 2918.187500
	Iteration 42Q: 3 clusters Score -634819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -634819.375000 Penalty: 2918.187500
	Iteration 43Q: 3 clusters Score -634819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -634819.625000 Penalty: 2918.187500
	Iteration 44Q: 3 clusters Score -634819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -634819.000000 Penalty: 2918.187500
	Iteration 45Q: 3 clusters Score -634819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -634820.125000 Penalty: 2918.187500
	Iteration 46Q: 3 clusters Score -634820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -634820.125000 Penalty: 2918.187500
	Iteration 47F: 3 clusters Score -634820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Entering Unmasked Estep 
Score: -76277440.000000 Penalty: 57904.023438
Splitting cluster 13 changes total score from -76245232.000000 to -76277440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (80182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Entering Unmasked Estep 
Score: -7043225.500000 Penalty: 1834.958862
	Iteration 0F: 2 clusters Score -7043226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -6989680.500000 Penalty: 3669.917725
	Iteration 0F: 3 clusters Score -6989680 nChanged 38010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -7011193.000000 Penalty: 3669.917725
	Iteration 1F: 3 clusters Score -7011193 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -7011697.500000 Penalty: 3669.917725
	Iteration 2Q: 3 clusters Score -7011698 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -7012250.000000 Penalty: 3669.917725
	Iteration 3Q: 3 clusters Score -7012250 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -7012953.000000 Penalty: 3669.917725
	Iteration 4Q: 3 clusters Score -7012953 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -7013946.000000 Penalty: 3669.917725
	Iteration 5Q: 3 clusters Score -7013946 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -7015282.000000 Penalty: 3669.917725
	Iteration 6Q: 3 clusters Score -7015282 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -7017126.500000 Penalty: 3669.917725
	Iteration 7F: 3 clusters Score -7017126 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7019600.000000 Penalty: 3669.917725
	Iteration 8F: 3 clusters Score -7019600 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7022469.500000 Penalty: 3669.917725
	Iteration 9F: 3 clusters Score -7022470 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7025541.000000 Penalty: 3669.917725
	Iteration 10F: 3 clusters Score -7025541 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -7028878.500000 Penalty: 3669.917725
	Iteration 11F: 3 clusters Score -7028878 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -7032323.000000 Penalty: 3669.917725
	Iteration 12F: 3 clusters Score -7032323 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -7035637.500000 Penalty: 3669.917725
	Iteration 13Q: 3 clusters Score -7035638 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -7038255.000000 Penalty: 3669.917725
	Iteration 14Q: 3 clusters Score -7038255 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -7039820.500000 Penalty: 3669.917725
	Iteration 15Q: 3 clusters Score -7039820 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -7040642.500000 Penalty: 3669.917725
	Iteration 16Q: 3 clusters Score -7040642 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -7041070.000000 Penalty: 3669.917725
	Iteration 17Q: 3 clusters Score -7041070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -7041246.000000 Penalty: 3669.917725
	Iteration 18Q: 3 clusters Score -7041246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -7041341.000000 Penalty: 3669.917725
	Iteration 19Q: 3 clusters Score -7041341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -7041419.500000 Penalty: 3669.917725
	Iteration 20F: 3 clusters Score -7041420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -7041457.500000 Penalty: 3669.917725
	Iteration 21Q: 3 clusters Score -7041458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -7041510.000000 Penalty: 3669.917725
	Iteration 22Q: 3 clusters Score -7041510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -7041533.500000 Penalty: 3669.917725
	Iteration 23Q: 3 clusters Score -7041534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -7041549.500000 Penalty: 3669.917725
	Iteration 24Q: 3 clusters Score -7041550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -7041556.500000 Penalty: 3669.917725
	Iteration 25Q: 3 clusters Score -7041556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -7041566.500000 Penalty: 3669.917725
	Iteration 26Q: 3 clusters Score -7041566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -7041567.000000 Penalty: 3669.917725
	Iteration 27Q: 3 clusters Score -7041567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -7041579.000000 Penalty: 3669.917725
	Iteration 28Q: 3 clusters Score -7041579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -7041593.500000 Penalty: 3669.917725
	Iteration 29Q: 3 clusters Score -7041594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -7041592.000000 Penalty: 3669.917725
	Iteration 30Q: 3 clusters Score -7041592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -7041598.500000 Penalty: 3669.917725
	Iteration 31Q: 3 clusters Score -7041598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -7041604.500000 Penalty: 3669.917725
	Iteration 32Q: 3 clusters Score -7041604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -7041602.500000 Penalty: 3669.917725
	Iteration 33Q: 3 clusters Score -7041602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -7041602.500000 Penalty: 3669.917725
	Iteration 34F: 3 clusters Score -7041602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -187607.234375 Penalty: 1264.841553
	Iteration 0F: 2 clusters Score -187607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -185275.281250 Penalty: 2529.683105
	Iteration 0F: 3 clusters Score -185275.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -186060.796875 Penalty: 2529.683105
	Iteration 1F: 3 clusters Score -186060.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186596.437500 Penalty: 2529.683105
	Iteration 2F: 3 clusters Score -186596.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -187081.406250 Penalty: 2529.683105
	Iteration 3F: 3 clusters Score -187081.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -187515.796875 Penalty: 2529.683105
	Iteration 4F: 3 clusters Score -187515.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187698.406250 Penalty: 2529.683105
	Iteration 5F: 3 clusters Score -187698.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187807.453125 Penalty: 2529.683105
	Iteration 6Q: 3 clusters Score -187807.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -187910.843750 Penalty: 2529.683105
	Iteration 7Q: 3 clusters Score -187910.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -188035.781250 Penalty: 2529.683105
	Iteration 8Q: 3 clusters Score -188035.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188264.421875 Penalty: 2529.683105
	Iteration 9Q: 3 clusters Score -188264.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -188526.562500 Penalty: 2529.683105
	Iteration 10Q: 3 clusters Score -188526.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -188684.093750 Penalty: 2529.683105
	Iteration 11Q: 3 clusters Score -188684.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -188717.812500 Penalty: 2529.683105
	Iteration 12Q: 3 clusters Score -188717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188720.437500 Penalty: 2529.683105
	Iteration 13Q: 3 clusters Score -188720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188721.046875 Penalty: 2529.683105
	Iteration 14Q: 3 clusters Score -188721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188721.046875 Penalty: 2529.683105
	Iteration 15F: 3 clusters Score -188721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 131714 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Entering Unmasked Estep 
Score: -76277856.000000 Penalty: 60131.101562
Splitting cluster 15 changes total score from -76245232.000000 to -76277856.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (18264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Entering Unmasked Estep 
Score: -1579264.250000 Penalty: 1594.561646
	Iteration 0F: 2 clusters Score -1579264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1566633.500000 Penalty: 3189.123291
	Iteration 0F: 3 clusters Score -1566634 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1571160.625000 Penalty: 3189.123291
	Iteration 1F: 3 clusters Score -1571161 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1571491.875000 Penalty: 3189.123291
	Iteration 2F: 3 clusters Score -1571492 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1571824.750000 Penalty: 3189.123291
	Iteration 3Q: 3 clusters Score -1571825 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1572194.000000 Penalty: 3189.123291
	Iteration 4Q: 3 clusters Score -1572194 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1572571.500000 Penalty: 3189.123291
	Iteration 5Q: 3 clusters Score -1572572 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1572962.750000 Penalty: 3189.123291
	Iteration 6Q: 3 clusters Score -1572963 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1573379.000000 Penalty: 3189.123291
	Iteration 7Q: 3 clusters Score -1573379 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1573758.125000 Penalty: 3189.123291
	Iteration 8Q: 3 clusters Score -1573758 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1574089.375000 Penalty: 3189.123291
	Iteration 9Q: 3 clusters Score -1574089 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1574368.250000 Penalty: 3189.123291
	Iteration 10Q: 3 clusters Score -1574368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1574634.125000 Penalty: 3189.123291
	Iteration 11Q: 3 clusters Score -1574634 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1574830.750000 Penalty: 3189.123291
	Iteration 12Q: 3 clusters Score -1574831 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1574998.750000 Penalty: 3189.123291
	Iteration 13Q: 3 clusters Score -1574999 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1575140.125000 Penalty: 3189.123291
	Iteration 14Q: 3 clusters Score -1575140 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1575226.750000 Penalty: 3189.123291
	Iteration 15Q: 3 clusters Score -1575227 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1575292.875000 Penalty: 3189.123291
	Iteration 16Q: 3 clusters Score -1575293 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1575328.750000 Penalty: 3189.123291
	Iteration 17Q: 3 clusters Score -1575329 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1575363.125000 Penalty: 3189.123291
	Iteration 18Q: 3 clusters Score -1575363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1575381.000000 Penalty: 3189.123291
	Iteration 19Q: 3 clusters Score -1575381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1575397.875000 Penalty: 3189.123291
	Iteration 20F: 3 clusters Score -1575398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1575402.750000 Penalty: 3189.123291
	Iteration 21Q: 3 clusters Score -1575403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1575411.250000 Penalty: 3189.123291
	Iteration 22Q: 3 clusters Score -1575411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1575417.750000 Penalty: 3189.123291
	Iteration 23Q: 3 clusters Score -1575418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1575421.250000 Penalty: 3189.123291
	Iteration 24Q: 3 clusters Score -1575421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1575432.625000 Penalty: 3189.123291
	Iteration 25Q: 3 clusters Score -1575433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1575431.125000 Penalty: 3189.123291
	Iteration 26Q: 3 clusters Score -1575431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1575434.750000 Penalty: 3189.123291
	Iteration 27Q: 3 clusters Score -1575435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1575436.125000 Penalty: 3189.123291
	Iteration 28Q: 3 clusters Score -1575436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1575438.000000 Penalty: 3189.123291
	Iteration 29Q: 3 clusters Score -1575438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1575438.875000 Penalty: 3189.123291
	Iteration 30Q: 3 clusters Score -1575439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1575444.125000 Penalty: 3189.123291
	Iteration 31Q: 3 clusters Score -1575444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1575450.750000 Penalty: 3189.123291
	Iteration 32Q: 3 clusters Score -1575451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1575451.750000 Penalty: 3189.123291
	Iteration 33Q: 3 clusters Score -1575452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1575444.750000 Penalty: 3189.123291
	Iteration 34Q: 3 clusters Score -1575445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1575451.000000 Penalty: 3189.123291
	Iteration 35Q: 3 clusters Score -1575451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1575451.500000 Penalty: 3189.123291
	Iteration 36Q: 3 clusters Score -1575452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1575454.125000 Penalty: 3189.123291
	Iteration 37Q: 3 clusters Score -1575454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1575451.375000 Penalty: 3189.123291
	Iteration 38Q: 3 clusters Score -1575451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1575451.250000 Penalty: 3189.123291
	Iteration 39Q: 3 clusters Score -1575451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1575450.125000 Penalty: 3189.123291
	Iteration 40F: 3 clusters Score -1575450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1575451.125000 Penalty: 3189.123291
	Iteration 41Q: 3 clusters Score -1575451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1575449.875000 Penalty: 3189.123291
	Iteration 42Q: 3 clusters Score -1575450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1575449.625000 Penalty: 3189.123291
	Iteration 43Q: 3 clusters Score -1575450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1575450.375000 Penalty: 3189.123291
	Iteration 44Q: 3 clusters Score -1575450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1575454.500000 Penalty: 3189.123291
	Iteration 45Q: 3 clusters Score -1575454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1575455.750000 Penalty: 3189.123291
	Iteration 46Q: 3 clusters Score -1575456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1575456.750000 Penalty: 3189.123291
	Iteration 47Q: 3 clusters Score -1575457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1575453.750000 Penalty: 3189.123291
	Iteration 48Q: 3 clusters Score -1575454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1575454.375000 Penalty: 3189.123291
	Iteration 49Q: 3 clusters Score -1575454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1575456.250000 Penalty: 3189.123291
	Iteration 50Q: 3 clusters Score -1575456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1575456.375000 Penalty: 3189.123291
	Iteration 51Q: 3 clusters Score -1575456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1575456.375000 Penalty: 3189.123291
	Iteration 52F: 3 clusters Score -1575456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131714 members 
Entering Unmasked Estep 
Score: -11656993.000000 Penalty: 1915.613037
	Iteration 0F: 2 clusters Score -1.165699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -11568357.000000 Penalty: 3831.226074
	Iteration 0F: 3 clusters Score -1.156836e+07 nChanged 63582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -11606592.000000 Penalty: 3831.226074
	Iteration 1F: 3 clusters Score -1.160659e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -11608555.000000 Penalty: 3831.226074
	Iteration 2Q: 3 clusters Score -1.160856e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -11611315.000000 Penalty: 3831.226074
	Iteration 3Q: 3 clusters Score -1.161132e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -11615617.000000 Penalty: 3831.226074
	Iteration 4F: 3 clusters Score -1.161562e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -11621807.000000 Penalty: 3831.226074
	Iteration 5F: 3 clusters Score -1.162181e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -11629814.000000 Penalty: 3831.226074
	Iteration 6F: 3 clusters Score -1.162981e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -11637631.000000 Penalty: 3831.226074
	Iteration 7F: 3 clusters Score -1.163763e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -11643548.000000 Penalty: 3831.226074
	Iteration 8F: 3 clusters Score -1.164355e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -11647256.000000 Penalty: 3831.226074
	Iteration 9Q: 3 clusters Score -1.164726e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -11649614.000000 Penalty: 3831.226074
	Iteration 10Q: 3 clusters Score -1.164961e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114964 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -11651384.000000 Penalty: 3831.226074
	Iteration 11Q: 3 clusters Score -1.165138e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -11652806.000000 Penalty: 3831.226074
	Iteration 12Q: 3 clusters Score -1.165281e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118323 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -11654084.000000 Penalty: 3831.226074
	Iteration 13Q: 3 clusters Score -1.165408e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -11655126.000000 Penalty: 3831.226074
	Iteration 14Q: 3 clusters Score -1.165513e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120621 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -11655869.000000 Penalty: 3831.226074
	Iteration 15Q: 3 clusters Score -1.165587e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -11656334.000000 Penalty: 3831.226074
	Iteration 16Q: 3 clusters Score -1.165633e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -11656661.000000 Penalty: 3831.226074
	Iteration 17Q: 3 clusters Score -1.165666e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -11656815.000000 Penalty: 3831.226074
	Iteration 18Q: 3 clusters Score -1.165682e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -11656953.000000 Penalty: 3831.226074
	Iteration 19Q: 3 clusters Score -1.165695e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -11657038.000000 Penalty: 3831.226074
	Iteration 20F: 3 clusters Score -1.165704e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123873 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -11657079.000000 Penalty: 3831.226074
	Iteration 21Q: 3 clusters Score -1.165708e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -11657102.000000 Penalty: 3831.226074
	Iteration 22Q: 3 clusters Score -1.16571e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -11657151.000000 Penalty: 3831.226074
	Iteration 23Q: 3 clusters Score -1.165715e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -11657191.000000 Penalty: 3831.226074
	Iteration 24Q: 3 clusters Score -1.165719e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -11657211.000000 Penalty: 3831.226074
	Iteration 25Q: 3 clusters Score -1.165721e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -11657222.000000 Penalty: 3831.226074
	Iteration 26Q: 3 clusters Score -1.165722e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -11657227.000000 Penalty: 3831.226074
	Iteration 27Q: 3 clusters Score -1.165723e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -11657234.000000 Penalty: 3831.226074
	Iteration 28Q: 3 clusters Score -1.165723e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -11657225.000000 Penalty: 3831.226074
	Iteration 29Q: 3 clusters Score -1.165722e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -11657251.000000 Penalty: 3831.226074
	Iteration 30Q: 3 clusters Score -1.165725e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -11657254.000000 Penalty: 3831.226074
	Iteration 31Q: 3 clusters Score -1.165725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -11657239.000000 Penalty: 3831.226074
	Iteration 32Q: 3 clusters Score -1.165724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -11657254.000000 Penalty: 3831.226074
	Iteration 33Q: 3 clusters Score -1.165725e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125319 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -11657258.000000 Penalty: 3831.226074
	Iteration 34Q: 3 clusters Score -1.165726e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -11657258.000000 Penalty: 3831.226074
	Iteration 35Q: 3 clusters Score -1.165726e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -11657263.000000 Penalty: 3831.226074
	Iteration 36Q: 3 clusters Score -1.165726e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -11657259.000000 Penalty: 3831.226074
	Iteration 37Q: 3 clusters Score -1.165726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -11657246.000000 Penalty: 3831.226074
	Iteration 38Q: 3 clusters Score -1.165725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -11657239.000000 Penalty: 3831.226074
	Iteration 39Q: 3 clusters Score -1.165724e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -11657244.000000 Penalty: 3831.226074
	Iteration 40F: 3 clusters Score -1.165724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -11657247.000000 Penalty: 3831.226074
	Iteration 41Q: 3 clusters Score -1.165725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -11657253.000000 Penalty: 3831.226074
	Iteration 42Q: 3 clusters Score -1.165725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -11657260.000000 Penalty: 3831.226074
	Iteration 43Q: 3 clusters Score -1.165726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -11657246.000000 Penalty: 3831.226074
	Iteration 44Q: 3 clusters Score -1.165725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -11657244.000000 Penalty: 3831.226074
	Iteration 45Q: 3 clusters Score -1.165724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -11657257.000000 Penalty: 3831.226074
	Iteration 46Q: 3 clusters Score -1.165726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -11657259.000000 Penalty: 3831.226074
	Iteration 47Q: 3 clusters Score -1.165726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -11657270.000000 Penalty: 3831.226074
	Iteration 48Q: 3 clusters Score -1.165727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -11657267.000000 Penalty: 3831.226074
	Iteration 49Q: 3 clusters Score -1.165727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -11657257.000000 Penalty: 3831.226074
	Iteration 50Q: 3 clusters Score -1.165726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -11657256.000000 Penalty: 3831.226074
	Iteration 51Q: 3 clusters Score -1.165726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -11657256.000000 Penalty: 3831.226074
	Iteration 52Q: 3 clusters Score -1.165726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125877 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -11657260.000000 Penalty: 3831.226074
	Iteration 53Q: 3 clusters Score -1.165726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -11657262.000000 Penalty: 3831.226074
	Iteration 54Q: 3 clusters Score -1.165726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -11657262.000000 Penalty: 3831.226074
	Iteration 55F: 3 clusters Score -1.165726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 5836 members 
Entering Unmasked Estep 
Score: -76277344.000000 Penalty: 62358.179688
Splitting cluster 17 changes total score from -76245232.000000 to -76277344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -457038.156250 Penalty: 1404.105469
	Iteration 0F: 2 clusters Score -457038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -452698.062500 Penalty: 2808.210938
	Iteration 0F: 3 clusters Score -452698.1 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -454156.375000 Penalty: 2808.210938
	Iteration 1F: 3 clusters Score -454156.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -454635.562500 Penalty: 2808.210938
	Iteration 2F: 3 clusters Score -454635.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -455194.906250 Penalty: 2808.210938
	Iteration 3F: 3 clusters Score -455194.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -455820.843750 Penalty: 2808.210938
	Iteration 4F: 3 clusters Score -455820.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -456730.562500 Penalty: 2808.210938
	Iteration 5F: 3 clusters Score -456730.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -457301.406250 Penalty: 2808.210938
	Iteration 6F: 3 clusters Score -457301.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -457666.687500 Penalty: 2808.210938
	Iteration 7F: 3 clusters Score -457666.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -457898.468750 Penalty: 2808.210938
	Iteration 8Q: 3 clusters Score -457898.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -457995.875000 Penalty: 2808.210938
	Iteration 9Q: 3 clusters Score -457995.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -458021.343750 Penalty: 2808.210938
	Iteration 10Q: 3 clusters Score -458021.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -458033.281250 Penalty: 2808.210938
	Iteration 11Q: 3 clusters Score -458033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -458038.500000 Penalty: 2808.210938
	Iteration 12Q: 3 clusters Score -458038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -458042.375000 Penalty: 2808.210938
	Iteration 13Q: 3 clusters Score -458042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -458045.593750 Penalty: 2808.210938
	Iteration 14Q: 3 clusters Score -458045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -458048.625000 Penalty: 2808.210938
	Iteration 15Q: 3 clusters Score -458048.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458052.218750 Penalty: 2808.210938
	Iteration 16Q: 3 clusters Score -458052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458054.375000 Penalty: 2808.210938
	Iteration 17Q: 3 clusters Score -458054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -458055.375000 Penalty: 2808.210938
	Iteration 18Q: 3 clusters Score -458055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458058.750000 Penalty: 2808.210938
	Iteration 19Q: 3 clusters Score -458058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -458059.281250 Penalty: 2808.210938
	Iteration 20F: 3 clusters Score -458059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -458061.500000 Penalty: 2808.210938
	Iteration 21Q: 3 clusters Score -458061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -458061.406250 Penalty: 2808.210938
	Iteration 22Q: 3 clusters Score -458061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -458062.625000 Penalty: 2808.210938
	Iteration 23Q: 3 clusters Score -458062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -458062.281250 Penalty: 2808.210938
	Iteration 24Q: 3 clusters Score -458062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -458063.562500 Penalty: 2808.210938
	Iteration 25Q: 3 clusters Score -458063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -458063.531250 Penalty: 2808.210938
	Iteration 26Q: 3 clusters Score -458063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -458064.468750 Penalty: 2808.210938
	Iteration 27Q: 3 clusters Score -458064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -458064.593750 Penalty: 2808.210938
	Iteration 28Q: 3 clusters Score -458064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -458064.062500 Penalty: 2808.210938
	Iteration 29Q: 3 clusters Score -458064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -458066.156250 Penalty: 2808.210938
	Iteration 30Q: 3 clusters Score -458066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -458067.281250 Penalty: 2808.210938
	Iteration 31Q: 3 clusters Score -458067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -458067.343750 Penalty: 2808.210938
	Iteration 32Q: 3 clusters Score -458067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -458068.843750 Penalty: 2808.210938
	Iteration 33Q: 3 clusters Score -458068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -458069.968750 Penalty: 2808.210938
	Iteration 34Q: 3 clusters Score -458070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458070.656250 Penalty: 2808.210938
	Iteration 35Q: 3 clusters Score -458070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458070.656250 Penalty: 2808.210938
	Iteration 36F: 3 clusters Score -458070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 1493 members 
Entering Unmasked Estep 
Score: -76277088.000000 Penalty: 64585.257812
Splitting cluster 18 changes total score from -76245232.000000 to -76277088.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -455232.562500 Penalty: 1403.299072
	Iteration 0F: 2 clusters Score -455232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -450835.343750 Penalty: 2806.598145
	Iteration 0F: 3 clusters Score -450835.3 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -452438.437500 Penalty: 2806.598145
	Iteration 1F: 3 clusters Score -452438.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -453130.000000 Penalty: 2806.598145
	Iteration 2F: 3 clusters Score -453130 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -454339.375000 Penalty: 2806.598145
	Iteration 3F: 3 clusters Score -454339.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -455130.937500 Penalty: 2806.598145
	Iteration 4F: 3 clusters Score -455130.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -455589.062500 Penalty: 2806.598145
	Iteration 5F: 3 clusters Score -455589.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -455851.562500 Penalty: 2806.598145
	Iteration 6Q: 3 clusters Score -455851.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -455978.593750 Penalty: 2806.598145
	Iteration 7Q: 3 clusters Score -455978.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -456044.375000 Penalty: 2806.598145
	Iteration 8Q: 3 clusters Score -456044.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -456075.562500 Penalty: 2806.598145
	Iteration 9Q: 3 clusters Score -456075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -456095.812500 Penalty: 2806.598145
	Iteration 10Q: 3 clusters Score -456095.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -456115.093750 Penalty: 2806.598145
	Iteration 11Q: 3 clusters Score -456115.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -456122.281250 Penalty: 2806.598145
	Iteration 12Q: 3 clusters Score -456122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -456125.843750 Penalty: 2806.598145
	Iteration 13Q: 3 clusters Score -456125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -456126.656250 Penalty: 2806.598145
	Iteration 14Q: 3 clusters Score -456126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -456128.125000 Penalty: 2806.598145
	Iteration 15Q: 3 clusters Score -456128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -456128.687500 Penalty: 2806.598145
	Iteration 16Q: 3 clusters Score -456128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -456129.000000 Penalty: 2806.598145
	Iteration 17Q: 3 clusters Score -456129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -456129.000000 Penalty: 2806.598145
	Iteration 18F: 3 clusters Score -456129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 839 members 
Entering Unmasked Estep 
Score: -76277064.000000 Penalty: 66812.335938
Splitting cluster 19 changes total score from -76245232.000000 to -76277064.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (13184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Entering Unmasked Estep 
Score: -1125788.875000 Penalty: 1541.598389
	Iteration 0F: 2 clusters Score -1125789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1116694.750000 Penalty: 3083.196777
	Iteration 0F: 3 clusters Score -1116695 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1120409.375000 Penalty: 3083.196777
	Iteration 1F: 3 clusters Score -1120409 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1121785.625000 Penalty: 3083.196777
	Iteration 2F: 3 clusters Score -1121786 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1123644.125000 Penalty: 3083.196777
	Iteration 3F: 3 clusters Score -1123644 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1125040.375000 Penalty: 3083.196777
	Iteration 4F: 3 clusters Score -1125040 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1125786.625000 Penalty: 3083.196777
	Iteration 5F: 3 clusters Score -1125787 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1126106.750000 Penalty: 3083.196777
	Iteration 6Q: 3 clusters Score -1126107 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1126233.500000 Penalty: 3083.196777
	Iteration 7Q: 3 clusters Score -1126234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1126295.000000 Penalty: 3083.196777
	Iteration 8Q: 3 clusters Score -1126295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1126330.375000 Penalty: 3083.196777
	Iteration 9Q: 3 clusters Score -1126330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1126348.625000 Penalty: 3083.196777
	Iteration 10Q: 3 clusters Score -1126349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1126362.375000 Penalty: 3083.196777
	Iteration 11Q: 3 clusters Score -1126362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1126375.250000 Penalty: 3083.196777
	Iteration 12Q: 3 clusters Score -1126375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1126381.250000 Penalty: 3083.196777
	Iteration 13Q: 3 clusters Score -1126381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1126386.000000 Penalty: 3083.196777
	Iteration 14Q: 3 clusters Score -1126386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1126386.875000 Penalty: 3083.196777
	Iteration 15Q: 3 clusters Score -1126387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1126399.125000 Penalty: 3083.196777
	Iteration 16Q: 3 clusters Score -1126399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1126400.375000 Penalty: 3083.196777
	Iteration 17Q: 3 clusters Score -1126400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1126403.750000 Penalty: 3083.196777
	Iteration 18Q: 3 clusters Score -1126404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1126414.000000 Penalty: 3083.196777
	Iteration 19Q: 3 clusters Score -1126414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1126416.000000 Penalty: 3083.196777
	Iteration 20F: 3 clusters Score -1126416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1126419.875000 Penalty: 3083.196777
	Iteration 21Q: 3 clusters Score -1126420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1126424.000000 Penalty: 3083.196777
	Iteration 22Q: 3 clusters Score -1126424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1126432.375000 Penalty: 3083.196777
	Iteration 23Q: 3 clusters Score -1126432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1126437.750000 Penalty: 3083.196777
	Iteration 24Q: 3 clusters Score -1126438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1126447.375000 Penalty: 3083.196777
	Iteration 25Q: 3 clusters Score -1126447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1126452.375000 Penalty: 3083.196777
	Iteration 26Q: 3 clusters Score -1126452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1126458.000000 Penalty: 3083.196777
	Iteration 27Q: 3 clusters Score -1126458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1126463.125000 Penalty: 3083.196777
	Iteration 28Q: 3 clusters Score -1126463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1126462.125000 Penalty: 3083.196777
	Iteration 29Q: 3 clusters Score -1126462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1126463.750000 Penalty: 3083.196777
	Iteration 30Q: 3 clusters Score -1126464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1126467.500000 Penalty: 3083.196777
	Iteration 31Q: 3 clusters Score -1126468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1126467.750000 Penalty: 3083.196777
	Iteration 32Q: 3 clusters Score -1126468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1126469.875000 Penalty: 3083.196777
	Iteration 33Q: 3 clusters Score -1126470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1126470.750000 Penalty: 3083.196777
	Iteration 34Q: 3 clusters Score -1126471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1126468.125000 Penalty: 3083.196777
	Iteration 35Q: 3 clusters Score -1126468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1126471.375000 Penalty: 3083.196777
	Iteration 36Q: 3 clusters Score -1126471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1126467.750000 Penalty: 3083.196777
	Iteration 37Q: 3 clusters Score -1126468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1126468.750000 Penalty: 3083.196777
	Iteration 38Q: 3 clusters Score -1126469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1126468.375000 Penalty: 3083.196777
	Iteration 39Q: 3 clusters Score -1126468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1126469.500000 Penalty: 3083.196777
	Iteration 40F: 3 clusters Score -1126470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1126470.625000 Penalty: 3083.196777
	Iteration 41Q: 3 clusters Score -1126471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1126470.000000 Penalty: 3083.196777
	Iteration 42Q: 3 clusters Score -1126470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1126470.375000 Penalty: 3083.196777
	Iteration 43Q: 3 clusters Score -1126470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1126470.000000 Penalty: 3083.196777
	Iteration 44Q: 3 clusters Score -1126470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1126470.000000 Penalty: 3083.196777
	Iteration 45Q: 3 clusters Score -1126470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1126470.000000 Penalty: 3083.196777
	Iteration 46F: 3 clusters Score -1126470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 132173 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 839 members 
Mstep: Class 31 contains 2516 members 
Entering Unmasked Estep 
Score: -76277048.000000 Penalty: 69039.414062
Splitting cluster 20 changes total score from -76245232.000000 to -76277048.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (53433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Entering Unmasked Estep 
Score: -4671902.000000 Penalty: 1769.004883
	Iteration 0F: 2 clusters Score -4671902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -4636193.000000 Penalty: 3538.009766
	Iteration 0F: 3 clusters Score -4636193 nChanged 25063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4650797.500000 Penalty: 3538.009766
	Iteration 1F: 3 clusters Score -4650798 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4651574.500000 Penalty: 3538.009766
	Iteration 2Q: 3 clusters Score -4651574 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4652569.500000 Penalty: 3538.009766
	Iteration 3Q: 3 clusters Score -4652570 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4653916.500000 Penalty: 3538.009766
	Iteration 4Q: 3 clusters Score -4653916 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4655501.500000 Penalty: 3538.009766
	Iteration 5F: 3 clusters Score -4655502 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4657315.500000 Penalty: 3538.009766
	Iteration 6F: 3 clusters Score -4657316 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4659274.000000 Penalty: 3538.009766
	Iteration 7F: 3 clusters Score -4659274 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4661111.000000 Penalty: 3538.009766
	Iteration 8F: 3 clusters Score -4661111 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4662417.500000 Penalty: 3538.009766
	Iteration 9Q: 3 clusters Score -4662418 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4663271.000000 Penalty: 3538.009766
	Iteration 10Q: 3 clusters Score -4663271 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4663829.500000 Penalty: 3538.009766
	Iteration 11Q: 3 clusters Score -4663830 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4664227.000000 Penalty: 3538.009766
	Iteration 12Q: 3 clusters Score -4664227 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4664619.500000 Penalty: 3538.009766
	Iteration 13Q: 3 clusters Score -4664620 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4665009.000000 Penalty: 3538.009766
	Iteration 14Q: 3 clusters Score -4665009 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4665440.000000 Penalty: 3538.009766
	Iteration 15Q: 3 clusters Score -4665440 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4665982.000000 Penalty: 3538.009766
	Iteration 16Q: 3 clusters Score -4665982 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4666547.500000 Penalty: 3538.009766
	Iteration 17Q: 3 clusters Score -4666548 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4667176.500000 Penalty: 3538.009766
	Iteration 18Q: 3 clusters Score -4667176 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4667791.500000 Penalty: 3538.009766
	Iteration 19Q: 3 clusters Score -4667792 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4668359.000000 Penalty: 3538.009766
	Iteration 20F: 3 clusters Score -4668359 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4668900.500000 Penalty: 3538.009766
	Iteration 21Q: 3 clusters Score -4668900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4669380.500000 Penalty: 3538.009766
	Iteration 22Q: 3 clusters Score -4669380 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4669751.000000 Penalty: 3538.009766
	Iteration 23Q: 3 clusters Score -4669751 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4670008.000000 Penalty: 3538.009766
	Iteration 24Q: 3 clusters Score -4670008 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4670186.000000 Penalty: 3538.009766
	Iteration 25Q: 3 clusters Score -4670186 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4670294.500000 Penalty: 3538.009766
	Iteration 26Q: 3 clusters Score -4670294 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4670396.500000 Penalty: 3538.009766
	Iteration 27Q: 3 clusters Score -4670396 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4670465.500000 Penalty: 3538.009766
	Iteration 28Q: 3 clusters Score -4670466 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4670538.500000 Penalty: 3538.009766
	Iteration 29Q: 3 clusters Score -4670538 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4670590.500000 Penalty: 3538.009766
	Iteration 30Q: 3 clusters Score -4670590 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4670636.000000 Penalty: 3538.009766
	Iteration 31Q: 3 clusters Score -4670636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4670674.000000 Penalty: 3538.009766
	Iteration 32Q: 3 clusters Score -4670674 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4670702.000000 Penalty: 3538.009766
	Iteration 33Q: 3 clusters Score -4670702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4670737.500000 Penalty: 3538.009766
	Iteration 34Q: 3 clusters Score -4670738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4670767.000000 Penalty: 3538.009766
	Iteration 35Q: 3 clusters Score -4670767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4670787.500000 Penalty: 3538.009766
	Iteration 36Q: 3 clusters Score -4670788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4670793.000000 Penalty: 3538.009766
	Iteration 37Q: 3 clusters Score -4670793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4670814.500000 Penalty: 3538.009766
	Iteration 38Q: 3 clusters Score -4670814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4670821.000000 Penalty: 3538.009766
	Iteration 39Q: 3 clusters Score -4670821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4670835.000000 Penalty: 3538.009766
	Iteration 40F: 3 clusters Score -4670835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4670858.000000 Penalty: 3538.009766
	Iteration 41Q: 3 clusters Score -4670858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4670865.500000 Penalty: 3538.009766
	Iteration 42Q: 3 clusters Score -4670866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4670880.500000 Penalty: 3538.009766
	Iteration 43Q: 3 clusters Score -4670880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4670879.000000 Penalty: 3538.009766
	Iteration 44Q: 3 clusters Score -4670879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4670902.000000 Penalty: 3538.009766
	Iteration 45Q: 3 clusters Score -4670902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4670916.500000 Penalty: 3538.009766
	Iteration 46Q: 3 clusters Score -4670916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4670938.000000 Penalty: 3538.009766
	Iteration 47Q: 3 clusters Score -4670938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4670954.000000 Penalty: 3538.009766
	Iteration 48Q: 3 clusters Score -4670954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4670964.500000 Penalty: 3538.009766
	Iteration 49Q: 3 clusters Score -4670964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4670964.000000 Penalty: 3538.009766
	Iteration 50Q: 3 clusters Score -4670964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4670968.500000 Penalty: 3538.009766
	Iteration 51Q: 3 clusters Score -4670968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4670967.500000 Penalty: 3538.009766
	Iteration 52Q: 3 clusters Score -4670968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4670980.000000 Penalty: 3538.009766
	Iteration 53Q: 3 clusters Score -4670980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4671004.500000 Penalty: 3538.009766
	Iteration 54Q: 3 clusters Score -4671004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4671007.000000 Penalty: 3538.009766
	Iteration 55Q: 3 clusters Score -4671007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4671021.500000 Penalty: 3538.009766
	Iteration 56Q: 3 clusters Score -4671022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4671012.000000 Penalty: 3538.009766
	Iteration 57Q: 3 clusters Score -4671012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4671017.000000 Penalty: 3538.009766
	Iteration 58Q: 3 clusters Score -4671017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4671018.500000 Penalty: 3538.009766
	Iteration 59Q: 3 clusters Score -4671018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4671022.500000 Penalty: 3538.009766
	Iteration 60F: 3 clusters Score -4671022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4671024.500000 Penalty: 3538.009766
	Iteration 61Q: 3 clusters Score -4671024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4671024.000000 Penalty: 3538.009766
	Iteration 62Q: 3 clusters Score -4671024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4671025.500000 Penalty: 3538.009766
	Iteration 63Q: 3 clusters Score -4671026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4671028.000000 Penalty: 3538.009766
	Iteration 64Q: 3 clusters Score -4671028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4671027.500000 Penalty: 3538.009766
	Iteration 65Q: 3 clusters Score -4671028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4671027.000000 Penalty: 3538.009766
	Iteration 66Q: 3 clusters Score -4671027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4671025.000000 Penalty: 3538.009766
	Iteration 67Q: 3 clusters Score -4671025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4671029.500000 Penalty: 3538.009766
	Iteration 68Q: 3 clusters Score -4671030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4671026.000000 Penalty: 3538.009766
	Iteration 69Q: 3 clusters Score -4671026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4671028.000000 Penalty: 3538.009766
	Iteration 70Q: 3 clusters Score -4671028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4671027.000000 Penalty: 3538.009766
	Iteration 71Q: 3 clusters Score -4671027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4671028.500000 Penalty: 3538.009766
	Iteration 72Q: 3 clusters Score -4671028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4671029.500000 Penalty: 3538.009766
	Iteration 73Q: 3 clusters Score -4671030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4671030.500000 Penalty: 3538.009766
	Iteration 74Q: 3 clusters Score -4671030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4671030.500000 Penalty: 3538.009766
	Iteration 75Q: 3 clusters Score -4671030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4671029.500000 Penalty: 3538.009766
	Iteration 76Q: 3 clusters Score -4671030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4671029.000000 Penalty: 3538.009766
	Iteration 77Q: 3 clusters Score -4671029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4671029.000000 Penalty: 3538.009766
	Iteration 78F: 3 clusters Score -4671029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Entering Unmasked Estep 
Score: -11670480.000000 Penalty: 1916.178467
	Iteration 0F: 2 clusters Score -1.167048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -11582240.000000 Penalty: 3832.356934
	Iteration 0F: 3 clusters Score -1.158224e+07 nChanged 63325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -11619794.000000 Penalty: 3832.356934
	Iteration 1F: 3 clusters Score -1.161979e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -11623364.000000 Penalty: 3832.356934
	Iteration 2Q: 3 clusters Score -1.162336e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -11632138.000000 Penalty: 3832.356934
	Iteration 3F: 3 clusters Score -1.163214e+07 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -11646646.000000 Penalty: 3832.356934
	Iteration 4F: 3 clusters Score -1.164665e+07 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -11659455.000000 Penalty: 3832.356934
	Iteration 5F: 3 clusters Score -1.165946e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -11666440.000000 Penalty: 3832.356934
	Iteration 6F: 3 clusters Score -1.166644e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -11669542.000000 Penalty: 3832.356934
	Iteration 7F: 3 clusters Score -1.166954e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -11671451.000000 Penalty: 3832.356934
	Iteration 8Q: 3 clusters Score -1.167145e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -11672873.000000 Penalty: 3832.356934
	Iteration 9Q: 3 clusters Score -1.167287e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -11674180.000000 Penalty: 3832.356934
	Iteration 10Q: 3 clusters Score -1.167418e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -11675464.000000 Penalty: 3832.356934
	Iteration 11Q: 3 clusters Score -1.167546e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -11676627.000000 Penalty: 3832.356934
	Iteration 12Q: 3 clusters Score -1.167663e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -11677639.000000 Penalty: 3832.356934
	Iteration 13Q: 3 clusters Score -1.167764e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -11678425.000000 Penalty: 3832.356934
	Iteration 14Q: 3 clusters Score -1.167842e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -11679094.000000 Penalty: 3832.356934
	Iteration 15Q: 3 clusters Score -1.167909e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -11679511.000000 Penalty: 3832.356934
	Iteration 16Q: 3 clusters Score -1.167951e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -11679934.000000 Penalty: 3832.356934
	Iteration 17Q: 3 clusters Score -1.167993e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -11680209.000000 Penalty: 3832.356934
	Iteration 18Q: 3 clusters Score -1.168021e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -11680364.000000 Penalty: 3832.356934
	Iteration 19Q: 3 clusters Score -1.168036e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -11680639.000000 Penalty: 3832.356934
	Iteration 20F: 3 clusters Score -1.168064e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -11680894.000000 Penalty: 3832.356934
	Iteration 21Q: 3 clusters Score -1.168089e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -11681178.000000 Penalty: 3832.356934
	Iteration 22Q: 3 clusters Score -1.168118e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -11681345.000000 Penalty: 3832.356934
	Iteration 23Q: 3 clusters Score -1.168134e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -11681552.000000 Penalty: 3832.356934
	Iteration 24Q: 3 clusters Score -1.168155e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -11681689.000000 Penalty: 3832.356934
	Iteration 25Q: 3 clusters Score -1.168169e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -11681720.000000 Penalty: 3832.356934
	Iteration 26Q: 3 clusters Score -1.168172e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -11681778.000000 Penalty: 3832.356934
	Iteration 27Q: 3 clusters Score -1.168178e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -11681833.000000 Penalty: 3832.356934
	Iteration 28Q: 3 clusters Score -1.168183e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -11681816.000000 Penalty: 3832.356934
	Iteration 29Q: 3 clusters Score -1.168182e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -11681825.000000 Penalty: 3832.356934
	Iteration 30Q: 3 clusters Score -1.168182e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -11681843.000000 Penalty: 3832.356934
	Iteration 31Q: 3 clusters Score -1.168184e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -11681856.000000 Penalty: 3832.356934
	Iteration 32Q: 3 clusters Score -1.168186e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -11681858.000000 Penalty: 3832.356934
	Iteration 33Q: 3 clusters Score -1.168186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -11681848.000000 Penalty: 3832.356934
	Iteration 34Q: 3 clusters Score -1.168185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -11681843.000000 Penalty: 3832.356934
	Iteration 35Q: 3 clusters Score -1.168184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 115921 members 
Entering Unmasked Estep 
Score: -11681833.000000 Penalty: 3832.356934
	Iteration 36Q: 3 clusters Score -1.168183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -11681838.000000 Penalty: 3832.356934
	Iteration 37Q: 3 clusters Score -1.168184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -11681862.000000 Penalty: 3832.356934
	Iteration 38Q: 3 clusters Score -1.168186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -11681860.000000 Penalty: 3832.356934
	Iteration 39Q: 3 clusters Score -1.168186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 115945 members 
Entering Unmasked Estep 
Score: -11681863.000000 Penalty: 3832.356934
	Iteration 40F: 3 clusters Score -1.168186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -11681860.000000 Penalty: 3832.356934
	Iteration 41Q: 3 clusters Score -1.168186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -11681857.000000 Penalty: 3832.356934
	Iteration 42Q: 3 clusters Score -1.168186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -11681856.000000 Penalty: 3832.356934
	Iteration 43Q: 3 clusters Score -1.168186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -11681856.000000 Penalty: 3832.356934
	Iteration 44Q: 3 clusters Score -1.168186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -11681858.000000 Penalty: 3832.356934
	Iteration 45Q: 3 clusters Score -1.168186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -11681858.000000 Penalty: 3832.356934
	Iteration 46F: 3 clusters Score -1.168186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 16219 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 26159 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 839 members 
Mstep: Class 31 contains 2516 members 
Mstep: Class 32 contains 115954 members 
Entering Unmasked Estep 
Score: -76287312.000000 Penalty: 71266.492188
Splitting cluster 22 changes total score from -76245232.000000 to -76287312.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 172482 members 
Mstep: Class 5 contains 12268 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 79559 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 80182 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 53433 members 
Mstep: Class 22 contains 16219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76299000.000000 Penalty: 71266.492188
Iteration 39Q: 33 clusters Score -7.6299e+07 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 28654 members 
Mstep: Class 4 contains 173912 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 30077 members 
Mstep: Class 7 contains 34169 members 
Mstep: Class 8 contains 17306 members 
Mstep: Class 9 contains 79421 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 80359 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 126377 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 5239 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 21 contains 53540 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 25254 members 
Mstep: Class 25 contains 1545 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 957 members 
Mstep: Class 28 contains 5897 members 
Mstep: Class 29 contains 1513 members 
Mstep: Class 30 contains 803 members 
Mstep: Class 31 contains 2413 members 
Mstep: Class 32 contains 113027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76311112.000000 Penalty: 71266.492188
Iteration 40F: 33 clusters Score -7.631111e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 173527 members 
Mstep: Class 5 contains 12196 members 
Mstep: Class 6 contains 30129 members 
Mstep: Class 7 contains 33742 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 79118 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 80174 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 18103 members 
Mstep: Class 17 contains 127421 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 5297 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 52857 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 2152 members 
Mstep: Class 24 contains 25431 members 
Mstep: Class 25 contains 1597 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 843 members 
Mstep: Class 31 contains 2495 members 
Mstep: Class 32 contains 112454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316720.000000 Penalty: 71266.492188
Iteration 41Q: 33 clusters Score -7.631672e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 22880 members 
Mstep: Class 3 contains 29408 members 
Mstep: Class 4 contains 173388 members 
Mstep: Class 5 contains 12133 members 
Mstep: Class 6 contains 30168 members 
Mstep: Class 7 contains 33537 members 
Mstep: Class 8 contains 15628 members 
Mstep: Class 9 contains 78859 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 80092 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 17992 members 
Mstep: Class 17 contains 128497 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 52237 members 
Mstep: Class 22 contains 16555 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 25492 members 
Mstep: Class 25 contains 1628 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 7742 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 879 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 111489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76319328.000000 Penalty: 71266.492188
Iteration 42Q: 33 clusters Score -7.631933e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 23391 members 
Mstep: Class 3 contains 29670 members 
Mstep: Class 4 contains 173443 members 
Mstep: Class 5 contains 12098 members 
Mstep: Class 6 contains 30189 members 
Mstep: Class 7 contains 33468 members 
Mstep: Class 8 contains 15129 members 
Mstep: Class 9 contains 78653 members 
Mstep: Class 10 contains 3907 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 80030 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 17 contains 129299 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 10416 members 
Mstep: Class 21 contains 51726 members 
Mstep: Class 22 contains 16670 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 25539 members 
Mstep: Class 25 contains 1634 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 8170 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 110474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76321000.000000 Penalty: 71266.492188
Iteration 43Q: 33 clusters Score -7.6321e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 23811 members 
Mstep: Class 3 contains 29934 members 
Mstep: Class 4 contains 173511 members 
Mstep: Class 5 contains 12072 members 
Mstep: Class 6 contains 30189 members 
Mstep: Class 7 contains 33422 members 
Mstep: Class 8 contains 14718 members 
Mstep: Class 9 contains 78483 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 3120 members 
Mstep: Class 14 contains 80000 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 129907 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 10344 members 
Mstep: Class 21 contains 51319 members 
Mstep: Class 22 contains 16828 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 25544 members 
Mstep: Class 25 contains 1633 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 941 members 
Mstep: Class 31 contains 2540 members 
Mstep: Class 32 contains 109551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322272.000000 Penalty: 71266.492188
Iteration 44Q: 33 clusters Score -7.632227e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 24130 members 
Mstep: Class 3 contains 30160 members 
Mstep: Class 4 contains 173586 members 
Mstep: Class 5 contains 12052 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 33391 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 78350 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 5222 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 3106 members 
Mstep: Class 14 contains 79997 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 17841 members 
Mstep: Class 17 contains 130396 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 10284 members 
Mstep: Class 21 contains 50943 members 
Mstep: Class 22 contains 16987 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 25521 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 8764 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 970 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 108775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322632.000000 Penalty: 71266.492188
Iteration 45Q: 33 clusters Score -7.632263e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 4 contains 173672 members 
Mstep: Class 5 contains 12043 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 33330 members 
Mstep: Class 8 contains 14185 members 
Mstep: Class 9 contains 78235 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 3102 members 
Mstep: Class 14 contains 80010 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 130786 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 10250 members 
Mstep: Class 21 contains 50628 members 
Mstep: Class 22 contains 17229 members 
Mstep: Class 23 contains 1892 members 
Mstep: Class 24 contains 25517 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 2517 members 
Mstep: Class 32 contains 108032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323048.000000 Penalty: 71266.492188
Iteration 46Q: 33 clusters Score -7.632305e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 24539 members 
Mstep: Class 3 contains 30590 members 
Mstep: Class 4 contains 173720 members 
Mstep: Class 5 contains 12033 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 33235 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 78143 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 80056 members 
Mstep: Class 15 contains 1261 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 131112 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5332 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 50334 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 25526 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 1554 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 2513 members 
Mstep: Class 32 contains 107378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323744.000000 Penalty: 71266.492188
Iteration 47Q: 33 clusters Score -7.632374e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 24674 members 
Mstep: Class 3 contains 30760 members 
Mstep: Class 4 contains 173766 members 
Mstep: Class 5 contains 12029 members 
Mstep: Class 6 contains 30186 members 
Mstep: Class 7 contains 33111 members 
Mstep: Class 8 contains 13881 members 
Mstep: Class 9 contains 78054 members 
Mstep: Class 10 contains 4155 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80093 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 131411 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 10214 members 
Mstep: Class 21 contains 50076 members 
Mstep: Class 22 contains 17774 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 25532 members 
Mstep: Class 25 contains 1616 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 9229 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 1092 members 
Mstep: Class 31 contains 2501 members 
Mstep: Class 32 contains 106775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324104.000000 Penalty: 71266.492188
Iteration 48Q: 33 clusters Score -7.63241e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 24788 members 
Mstep: Class 3 contains 30905 members 
Mstep: Class 4 contains 173797 members 
Mstep: Class 5 contains 12026 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32975 members 
Mstep: Class 8 contains 13771 members 
Mstep: Class 9 contains 77988 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 80143 members 
Mstep: Class 15 contains 1251 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 131668 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 49834 members 
Mstep: Class 22 contains 18059 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 25545 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 9350 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 1116 members 
Mstep: Class 31 contains 2487 members 
Mstep: Class 32 contains 106218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324280.000000 Penalty: 71266.492188
Iteration 49Q: 33 clusters Score -7.632428e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 24890 members 
Mstep: Class 3 contains 31032 members 
Mstep: Class 4 contains 173801 members 
Mstep: Class 5 contains 12022 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32876 members 
Mstep: Class 8 contains 13671 members 
Mstep: Class 9 contains 77932 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 80198 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 17 contains 131927 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 10220 members 
Mstep: Class 21 contains 49584 members 
Mstep: Class 22 contains 18312 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 25560 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 9464 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 2477 members 
Mstep: Class 32 contains 105721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324336.000000 Penalty: 71266.492188
Iteration 50Q: 33 clusters Score -7.632434e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 24957 members 
Mstep: Class 3 contains 31144 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 12017 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32798 members 
Mstep: Class 8 contains 13609 members 
Mstep: Class 9 contains 77875 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80257 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 132151 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 10215 members 
Mstep: Class 21 contains 49363 members 
Mstep: Class 22 contains 18533 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 947 members 
Mstep: Class 28 contains 9565 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 1161 members 
Mstep: Class 31 contains 2462 members 
Mstep: Class 32 contains 105313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324624.000000 Penalty: 71266.492188
Iteration 51Q: 33 clusters Score -7.632462e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 173793 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 32718 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 77828 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 80332 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 17741 members 
Mstep: Class 17 contains 132373 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 49159 members 
Mstep: Class 22 contains 18708 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 25590 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 9635 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 1177 members 
Mstep: Class 31 contains 2437 members 
Mstep: Class 32 contains 104954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324656.000000 Penalty: 71266.492188
Iteration 52Q: 33 clusters Score -7.632466e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 31324 members 
Mstep: Class 4 contains 173776 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32658 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 77786 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80388 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 132549 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10247 members 
Mstep: Class 21 contains 48977 members 
Mstep: Class 22 contains 18902 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 25600 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9704 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 2420 members 
Mstep: Class 32 contains 104626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324552.000000 Penalty: 71266.492188
Iteration 53Q: 33 clusters Score -7.632455e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 31390 members 
Mstep: Class 4 contains 173745 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32601 members 
Mstep: Class 8 contains 13492 members 
Mstep: Class 9 contains 77760 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 80437 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 17 contains 132720 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 10261 members 
Mstep: Class 21 contains 48811 members 
Mstep: Class 22 contains 19099 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 25613 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 9768 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 2404 members 
Mstep: Class 32 contains 104307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324632.000000 Penalty: 71266.492188
Iteration 54Q: 33 clusters Score -7.632463e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 31441 members 
Mstep: Class 4 contains 173717 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 32538 members 
Mstep: Class 8 contains 13474 members 
Mstep: Class 9 contains 77726 members 
Mstep: Class 10 contains 4255 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80492 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 132899 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 5425 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 48660 members 
Mstep: Class 22 contains 19273 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 25631 members 
Mstep: Class 25 contains 1626 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9818 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 104036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324584.000000 Penalty: 71266.492188
Iteration 55Q: 33 clusters Score -7.632458e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 173687 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32485 members 
Mstep: Class 8 contains 13456 members 
Mstep: Class 9 contains 77718 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80549 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 132999 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 10286 members 
Mstep: Class 21 contains 48544 members 
Mstep: Class 22 contains 19421 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 25643 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 1226 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 103805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324544.000000 Penalty: 71266.492188
Iteration 56Q: 33 clusters Score -7.632454e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 25138 members 
Mstep: Class 3 contains 31520 members 
Mstep: Class 4 contains 173665 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32448 members 
Mstep: Class 8 contains 13432 members 
Mstep: Class 9 contains 77694 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80590 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133116 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 48432 members 
Mstep: Class 22 contains 19548 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 25649 members 
Mstep: Class 25 contains 1627 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9914 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 1234 members 
Mstep: Class 31 contains 2379 members 
Mstep: Class 32 contains 103604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324784.000000 Penalty: 71266.492188
Iteration 57Q: 33 clusters Score -7.632478e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 25156 members 
Mstep: Class 3 contains 31541 members 
Mstep: Class 4 contains 173635 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30190 members 
Mstep: Class 7 contains 32417 members 
Mstep: Class 8 contains 13414 members 
Mstep: Class 9 contains 77671 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80633 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 133249 members 
Mstep: Class 18 contains 4433 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 10304 members 
Mstep: Class 21 contains 48328 members 
Mstep: Class 22 contains 19662 members 
Mstep: Class 23 contains 1725 members 
Mstep: Class 24 contains 25651 members 
Mstep: Class 25 contains 1626 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9940 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 1235 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 103410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324736.000000 Penalty: 71266.492188
Iteration 58Q: 33 clusters Score -7.632474e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 25163 members 
Mstep: Class 3 contains 31568 members 
Mstep: Class 4 contains 173603 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30190 members 
Mstep: Class 7 contains 32390 members 
Mstep: Class 8 contains 13408 members 
Mstep: Class 9 contains 77655 members 
Mstep: Class 10 contains 4294 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80672 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133354 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 48235 members 
Mstep: Class 22 contains 19772 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 25653 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 9973 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 1238 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 103231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324872.000000 Penalty: 71266.492188
Iteration 59Q: 33 clusters Score -7.632487e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 31594 members 
Mstep: Class 4 contains 173565 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 32368 members 
Mstep: Class 8 contains 13402 members 
Mstep: Class 9 contains 77643 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 7078 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80701 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133432 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 48155 members 
Mstep: Class 22 contains 19875 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 25652 members 
Mstep: Class 25 contains 1624 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10009 members 
Mstep: Class 29 contains 1534 members 
Mstep: Class 30 contains 1239 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 103075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325288.000000 Penalty: 71266.492188
Iteration 60F: 33 clusters Score -7.632529e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 25176 members 
Mstep: Class 3 contains 31623 members 
Mstep: Class 4 contains 173531 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32351 members 
Mstep: Class 8 contains 13397 members 
Mstep: Class 9 contains 77610 members 
Mstep: Class 10 contains 4314 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80734 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133480 members 
Mstep: Class 18 contains 4430 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 48084 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 25638 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10035 members 
Mstep: Class 29 contains 1534 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 102798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325592.000000 Penalty: 71266.492188
Iteration 61Q: 33 clusters Score -7.632559e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 31647 members 
Mstep: Class 4 contains 173526 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30189 members 
Mstep: Class 7 contains 32330 members 
Mstep: Class 8 contains 13392 members 
Mstep: Class 9 contains 77583 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80771 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133510 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 48007 members 
Mstep: Class 22 contains 19966 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 25625 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 1535 members 
Mstep: Class 30 contains 1259 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 102487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325944.000000 Penalty: 71266.492188
Iteration 62Q: 33 clusters Score -7.632594e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 25182 members 
Mstep: Class 3 contains 31665 members 
Mstep: Class 4 contains 173536 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32326 members 
Mstep: Class 8 contains 13390 members 
Mstep: Class 9 contains 77553 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80806 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133508 members 
Mstep: Class 18 contains 4432 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47940 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 25612 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 1534 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 2260 members 
Mstep: Class 32 contains 102193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326080.000000 Penalty: 71266.492188
Iteration 63Q: 33 clusters Score -7.632608e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 25187 members 
Mstep: Class 3 contains 31684 members 
Mstep: Class 4 contains 173557 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30186 members 
Mstep: Class 7 contains 32313 members 
Mstep: Class 8 contains 13386 members 
Mstep: Class 9 contains 77524 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 8346 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80836 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133499 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47882 members 
Mstep: Class 22 contains 20075 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 25607 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10094 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 101911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326152.000000 Penalty: 71266.492188
Iteration 64Q: 33 clusters Score -7.632615e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 31698 members 
Mstep: Class 4 contains 173588 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30186 members 
Mstep: Class 7 contains 32305 members 
Mstep: Class 8 contains 13384 members 
Mstep: Class 9 contains 77491 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80865 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133500 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 47831 members 
Mstep: Class 22 contains 20127 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 25588 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1275 members 
Mstep: Class 31 contains 2214 members 
Mstep: Class 32 contains 101667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326264.000000 Penalty: 71266.492188
Iteration 65Q: 33 clusters Score -7.632626e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 31707 members 
Mstep: Class 4 contains 173616 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 30187 members 
Mstep: Class 7 contains 32285 members 
Mstep: Class 8 contains 13381 members 
Mstep: Class 9 contains 77462 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80890 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133524 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 10330 members 
Mstep: Class 21 contains 47789 members 
Mstep: Class 22 contains 20181 members 
Mstep: Class 23 contains 1688 members 
Mstep: Class 24 contains 25567 members 
Mstep: Class 25 contains 1614 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10132 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1277 members 
Mstep: Class 31 contains 2199 members 
Mstep: Class 32 contains 101430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326336.000000 Penalty: 71266.492188
Iteration 66Q: 33 clusters Score -7.632634e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 25195 members 
Mstep: Class 3 contains 31719 members 
Mstep: Class 4 contains 173666 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32266 members 
Mstep: Class 8 contains 13379 members 
Mstep: Class 9 contains 77444 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80902 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133527 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 10333 members 
Mstep: Class 21 contains 47752 members 
Mstep: Class 22 contains 20247 members 
Mstep: Class 23 contains 1685 members 
Mstep: Class 24 contains 25558 members 
Mstep: Class 25 contains 1616 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10153 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1277 members 
Mstep: Class 31 contains 2179 members 
Mstep: Class 32 contains 101204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326352.000000 Penalty: 71266.492188
Iteration 67Q: 33 clusters Score -7.632635e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 25199 members 
Mstep: Class 3 contains 31732 members 
Mstep: Class 4 contains 173696 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32250 members 
Mstep: Class 8 contains 13375 members 
Mstep: Class 9 contains 77427 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80914 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133547 members 
Mstep: Class 18 contains 4440 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 10328 members 
Mstep: Class 21 contains 47717 members 
Mstep: Class 22 contains 20310 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 25560 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10173 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2162 members 
Mstep: Class 32 contains 100996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326496.000000 Penalty: 71266.492188
Iteration 68Q: 33 clusters Score -7.63265e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 25201 members 
Mstep: Class 3 contains 31751 members 
Mstep: Class 4 contains 173744 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 32227 members 
Mstep: Class 8 contains 13374 members 
Mstep: Class 9 contains 77409 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 9209 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 80933 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 133562 members 
Mstep: Class 18 contains 4446 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47672 members 
Mstep: Class 22 contains 20358 members 
Mstep: Class 23 contains 1672 members 
Mstep: Class 24 contains 25559 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10198 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 100798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326624.000000 Penalty: 71266.492188
Iteration 69Q: 33 clusters Score -7.632662e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 25204 members 
Mstep: Class 3 contains 31769 members 
Mstep: Class 4 contains 173790 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32203 members 
Mstep: Class 8 contains 13371 members 
Mstep: Class 9 contains 77392 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80956 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 133565 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47642 members 
Mstep: Class 22 contains 20413 members 
Mstep: Class 23 contains 1669 members 
Mstep: Class 24 contains 25563 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10219 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 2141 members 
Mstep: Class 32 contains 100625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326560.000000 Penalty: 71266.492188
Iteration 70Q: 33 clusters Score -7.632656e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 25208 members 
Mstep: Class 3 contains 31783 members 
Mstep: Class 4 contains 173832 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 32185 members 
Mstep: Class 8 contains 13367 members 
Mstep: Class 9 contains 77383 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 9364 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 80980 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 133576 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47617 members 
Mstep: Class 22 contains 20454 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 25561 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10243 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 2142 members 
Mstep: Class 32 contains 100465 members 
Entering Unmasked Estep 
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Iteration 71Q: 33 clusters Score -7.632665e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 25209 members 
Mstep: Class 3 contains 31805 members 
Mstep: Class 4 contains 173859 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 32175 members 
Mstep: Class 8 contains 13367 members 
Mstep: Class 9 contains 77378 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 80995 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 133585 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 10328 members 
Mstep: Class 21 contains 47595 members 
Mstep: Class 22 contains 20501 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 25561 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1282 members 
Mstep: Class 31 contains 2140 members 
Mstep: Class 32 contains 100311 members 
Entering Unmasked Estep 
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Iteration 72Q: 33 clusters Score -7.632671e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 25211 members 
Mstep: Class 3 contains 31829 members 
Mstep: Class 4 contains 173889 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32166 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 77371 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 81008 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 133607 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47582 members 
Mstep: Class 22 contains 20560 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 25562 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10273 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1283 members 
Mstep: Class 31 contains 2142 members 
Mstep: Class 32 contains 100169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326688.000000 Penalty: 71266.492188
Iteration 73Q: 33 clusters Score -7.632669e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 25214 members 
Mstep: Class 3 contains 31853 members 
Mstep: Class 4 contains 173909 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30192 members 
Mstep: Class 7 contains 32158 members 
Mstep: Class 8 contains 13361 members 
Mstep: Class 9 contains 77365 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 81033 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 133641 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 10327 members 
Mstep: Class 21 contains 47555 members 
Mstep: Class 22 contains 20611 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 25563 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10284 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 100035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326728.000000 Penalty: 71266.492188
Iteration 74Q: 33 clusters Score -7.632673e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 31872 members 
Mstep: Class 4 contains 173917 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30193 members 
Mstep: Class 7 contains 32154 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 77360 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 9539 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 81055 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133657 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 10328 members 
Mstep: Class 21 contains 47533 members 
Mstep: Class 22 contains 20655 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 25568 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10304 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1285 members 
Mstep: Class 31 contains 2151 members 
Mstep: Class 32 contains 99910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326840.000000 Penalty: 71266.492188
Iteration 75Q: 33 clusters Score -7.632684e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 25217 members 
Mstep: Class 3 contains 31884 members 
Mstep: Class 4 contains 173916 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32149 members 
Mstep: Class 8 contains 13358 members 
Mstep: Class 9 contains 77359 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 81073 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133690 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 47521 members 
Mstep: Class 22 contains 20704 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 25561 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10320 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 99798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326848.000000 Penalty: 71266.492188
Iteration 76Q: 33 clusters Score -7.632685e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 25219 members 
Mstep: Class 3 contains 31894 members 
Mstep: Class 4 contains 173923 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30190 members 
Mstep: Class 7 contains 32141 members 
Mstep: Class 8 contains 13356 members 
Mstep: Class 9 contains 77363 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 9588 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81085 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133721 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 47507 members 
Mstep: Class 22 contains 20753 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 25553 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1285 members 
Mstep: Class 31 contains 2150 members 
Mstep: Class 32 contains 99697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326736.000000 Penalty: 71266.492188
Iteration 77Q: 33 clusters Score -7.632674e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 31902 members 
Mstep: Class 4 contains 173924 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13353 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 9607 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81094 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133731 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 47496 members 
Mstep: Class 22 contains 20791 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25550 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10353 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1285 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 99621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326816.000000 Penalty: 71266.492188
Iteration 78Q: 33 clusters Score -7.632682e+07 nChanged 192
Entering ConstructFrom: 
Score: -76326816.000000 Penalty: 71266.492188
Entering ConstructFrom: 
Trying to split cluster 1 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -695735.875000 Penalty: 1474.180908
	Iteration 0F: 2 clusters Score -695735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -689521.312500 Penalty: 2948.361816
	Iteration 0F: 3 clusters Score -689521.3 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -691700.875000 Penalty: 2948.361816
	Iteration 1F: 3 clusters Score -691700.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -692142.875000 Penalty: 2948.361816
	Iteration 2F: 3 clusters Score -692142.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -692564.187500 Penalty: 2948.361816
	Iteration 3F: 3 clusters Score -692564.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -692984.437500 Penalty: 2948.361816
	Iteration 4F: 3 clusters Score -692984.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -693400.187500 Penalty: 2948.361816
	Iteration 5F: 3 clusters Score -693400.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -693730.312500 Penalty: 2948.361816
	Iteration 6F: 3 clusters Score -693730.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -693966.062500 Penalty: 2948.361816
	Iteration 7Q: 3 clusters Score -693966.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -694133.687500 Penalty: 2948.361816
	Iteration 8Q: 3 clusters Score -694133.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -694250.437500 Penalty: 2948.361816
	Iteration 9Q: 3 clusters Score -694250.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -694326.937500 Penalty: 2948.361816
	Iteration 10Q: 3 clusters Score -694326.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -694375.625000 Penalty: 2948.361816
	Iteration 11Q: 3 clusters Score -694375.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -694415.000000 Penalty: 2948.361816
	Iteration 12Q: 3 clusters Score -694415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -694452.000000 Penalty: 2948.361816
	Iteration 13Q: 3 clusters Score -694452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -694487.562500 Penalty: 2948.361816
	Iteration 14Q: 3 clusters Score -694487.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -694510.875000 Penalty: 2948.361816
	Iteration 15Q: 3 clusters Score -694510.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -694523.812500 Penalty: 2948.361816
	Iteration 16Q: 3 clusters Score -694523.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -694536.062500 Penalty: 2948.361816
	Iteration 17Q: 3 clusters Score -694536.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -694546.500000 Penalty: 2948.361816
	Iteration 18Q: 3 clusters Score -694546.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -694557.562500 Penalty: 2948.361816
	Iteration 19Q: 3 clusters Score -694557.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -694567.437500 Penalty: 2948.361816
	Iteration 20F: 3 clusters Score -694567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -694574.250000 Penalty: 2948.361816
	Iteration 21Q: 3 clusters Score -694574.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -694579.125000 Penalty: 2948.361816
	Iteration 22Q: 3 clusters Score -694579.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -694586.812500 Penalty: 2948.361816
	Iteration 23Q: 3 clusters Score -694586.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -694593.687500 Penalty: 2948.361816
	Iteration 24Q: 3 clusters Score -694593.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -694596.625000 Penalty: 2948.361816
	Iteration 25Q: 3 clusters Score -694596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -694598.250000 Penalty: 2948.361816
	Iteration 26Q: 3 clusters Score -694598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -694597.187500 Penalty: 2948.361816
	Iteration 27Q: 3 clusters Score -694597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -694598.125000 Penalty: 2948.361816
	Iteration 28Q: 3 clusters Score -694598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -694599.250000 Penalty: 2948.361816
	Iteration 29Q: 3 clusters Score -694599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -694598.750000 Penalty: 2948.361816
	Iteration 30Q: 3 clusters Score -694598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -694598.875000 Penalty: 2948.361816
	Iteration 31Q: 3 clusters Score -694598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -694599.562500 Penalty: 2948.361816
	Iteration 32Q: 3 clusters Score -694599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -694599.562500 Penalty: 2948.361816
	Iteration 33Q: 3 clusters Score -694599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -694599.750000 Penalty: 2948.361816
	Iteration 34Q: 3 clusters Score -694599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -694598.937500 Penalty: 2948.361816
	Iteration 35Q: 3 clusters Score -694598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -694600.125000 Penalty: 2948.361816
	Iteration 36Q: 3 clusters Score -694600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -694600.500000 Penalty: 2948.361816
	Iteration 37Q: 3 clusters Score -694600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -694599.875000 Penalty: 2948.361816
	Iteration 38Q: 3 clusters Score -694599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -694599.875000 Penalty: 2948.361816
	Iteration 39Q: 3 clusters Score -694599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -694599.875000 Penalty: 2948.361816
	Iteration 40F: 3 clusters Score -694599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -694602.750000 Penalty: 2948.361816
	Iteration 41Q: 3 clusters Score -694602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -694601.875000 Penalty: 2948.361816
	Iteration 42Q: 3 clusters Score -694601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -694602.062500 Penalty: 2948.361816
	Iteration 43Q: 3 clusters Score -694602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -694601.750000 Penalty: 2948.361816
	Iteration 44Q: 3 clusters Score -694601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -694601.750000 Penalty: 2948.361816
	Iteration 45F: 3 clusters Score -694601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Entering Unmasked Estep 
Score: -2172123.500000 Penalty: 1647.027100
	Iteration 0F: 2 clusters Score -2172124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2155045.000000 Penalty: 3294.054199
	Iteration 0F: 3 clusters Score -2155045 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2161426.250000 Penalty: 3294.054199
	Iteration 1F: 3 clusters Score -2161426 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2161789.500000 Penalty: 3294.054199
	Iteration 2Q: 3 clusters Score -2161790 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2162142.500000 Penalty: 3294.054199
	Iteration 3Q: 3 clusters Score -2162142 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2162563.250000 Penalty: 3294.054199
	Iteration 4Q: 3 clusters Score -2162563 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2163135.250000 Penalty: 3294.054199
	Iteration 5Q: 3 clusters Score -2163135 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2163970.750000 Penalty: 3294.054199
	Iteration 6F: 3 clusters Score -2163971 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2165262.750000 Penalty: 3294.054199
	Iteration 7F: 3 clusters Score -2165263 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2166927.000000 Penalty: 3294.054199
	Iteration 8F: 3 clusters Score -2166927 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2168586.250000 Penalty: 3294.054199
	Iteration 9F: 3 clusters Score -2168586 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2169647.750000 Penalty: 3294.054199
	Iteration 10Q: 3 clusters Score -2169648 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2170190.000000 Penalty: 3294.054199
	Iteration 11Q: 3 clusters Score -2170190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2170442.000000 Penalty: 3294.054199
	Iteration 12Q: 3 clusters Score -2170442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2170554.250000 Penalty: 3294.054199
	Iteration 13Q: 3 clusters Score -2170554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2170592.750000 Penalty: 3294.054199
	Iteration 14Q: 3 clusters Score -2170593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2170611.250000 Penalty: 3294.054199
	Iteration 15Q: 3 clusters Score -2170611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2170616.250000 Penalty: 3294.054199
	Iteration 16Q: 3 clusters Score -2170616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2170619.250000 Penalty: 3294.054199
	Iteration 17Q: 3 clusters Score -2170619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2170622.000000 Penalty: 3294.054199
	Iteration 18Q: 3 clusters Score -2170622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2170627.250000 Penalty: 3294.054199
	Iteration 19Q: 3 clusters Score -2170627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2170633.750000 Penalty: 3294.054199
	Iteration 20F: 3 clusters Score -2170634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2170635.750000 Penalty: 3294.054199
	Iteration 21Q: 3 clusters Score -2170636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2170635.750000 Penalty: 3294.054199
	Iteration 22F: 3 clusters Score -2170636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Entering Unmasked Estep 
Score: -2795520.500000 Penalty: 1685.209106
	Iteration 0F: 2 clusters Score -2795520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2773924.250000 Penalty: 3370.418213
	Iteration 0F: 3 clusters Score -2773924 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2782106.500000 Penalty: 3370.418213
	Iteration 1F: 3 clusters Score -2782106 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2782497.750000 Penalty: 3370.418213
	Iteration 2Q: 3 clusters Score -2782498 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2782854.500000 Penalty: 3370.418213
	Iteration 3Q: 3 clusters Score -2782854 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2783182.500000 Penalty: 3370.418213
	Iteration 4Q: 3 clusters Score -2783182 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2783495.000000 Penalty: 3370.418213
	Iteration 5Q: 3 clusters Score -2783495 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2783768.500000 Penalty: 3370.418213
	Iteration 6Q: 3 clusters Score -2783768 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2784069.750000 Penalty: 3370.418213
	Iteration 7Q: 3 clusters Score -2784070 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2784383.750000 Penalty: 3370.418213
	Iteration 8Q: 3 clusters Score -2784384 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2784635.500000 Penalty: 3370.418213
	Iteration 9Q: 3 clusters Score -2784636 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2784967.500000 Penalty: 3370.418213
	Iteration 10Q: 3 clusters Score -2784968 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2785304.000000 Penalty: 3370.418213
	Iteration 11Q: 3 clusters Score -2785304 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2785714.750000 Penalty: 3370.418213
	Iteration 12Q: 3 clusters Score -2785715 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2786224.750000 Penalty: 3370.418213
	Iteration 13Q: 3 clusters Score -2786225 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2786904.500000 Penalty: 3370.418213
	Iteration 14Q: 3 clusters Score -2786904 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2787698.000000 Penalty: 3370.418213
	Iteration 15Q: 3 clusters Score -2787698 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2788638.250000 Penalty: 3370.418213
	Iteration 16Q: 3 clusters Score -2788638 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2789702.500000 Penalty: 3370.418213
	Iteration 17F: 3 clusters Score -2789702 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2790670.000000 Penalty: 3370.418213
	Iteration 18F: 3 clusters Score -2790670 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -2791598.500000 Penalty: 3370.418213
	Iteration 19Q: 3 clusters Score -2791598 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -2792368.500000 Penalty: 3370.418213
	Iteration 20F: 3 clusters Score -2792368 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -2792969.750000 Penalty: 3370.418213
	Iteration 21Q: 3 clusters Score -2792970 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -2793390.250000 Penalty: 3370.418213
	Iteration 22Q: 3 clusters Score -2793390 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -2793634.000000 Penalty: 3370.418213
	Iteration 23Q: 3 clusters Score -2793634 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -2793783.500000 Penalty: 3370.418213
	Iteration 24Q: 3 clusters Score -2793784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -2793868.750000 Penalty: 3370.418213
	Iteration 25Q: 3 clusters Score -2793869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -2793925.500000 Penalty: 3370.418213
	Iteration 26Q: 3 clusters Score -2793926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -2793970.250000 Penalty: 3370.418213
	Iteration 27Q: 3 clusters Score -2793970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -2793998.250000 Penalty: 3370.418213
	Iteration 28Q: 3 clusters Score -2793998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -2794024.250000 Penalty: 3370.418213
	Iteration 29Q: 3 clusters Score -2794024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -2794043.750000 Penalty: 3370.418213
	Iteration 30Q: 3 clusters Score -2794044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2794053.000000 Penalty: 3370.418213
	Iteration 31Q: 3 clusters Score -2794053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2794057.000000 Penalty: 3370.418213
	Iteration 32Q: 3 clusters Score -2794057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -2794069.750000 Penalty: 3370.418213
	Iteration 33Q: 3 clusters Score -2794070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -2794072.250000 Penalty: 3370.418213
	Iteration 34Q: 3 clusters Score -2794072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2794076.250000 Penalty: 3370.418213
	Iteration 35Q: 3 clusters Score -2794076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2794077.500000 Penalty: 3370.418213
	Iteration 36Q: 3 clusters Score -2794078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2794078.250000 Penalty: 3370.418213
	Iteration 37Q: 3 clusters Score -2794078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -2794080.500000 Penalty: 3370.418213
	Iteration 38Q: 3 clusters Score -2794080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -2794083.250000 Penalty: 3370.418213
	Iteration 39Q: 3 clusters Score -2794083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -2794082.500000 Penalty: 3370.418213
	Iteration 40F: 3 clusters Score -2794082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2794082.750000 Penalty: 3370.418213
	Iteration 41Q: 3 clusters Score -2794083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2794084.500000 Penalty: 3370.418213
	Iteration 42Q: 3 clusters Score -2794084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -2794086.000000 Penalty: 3370.418213
	Iteration 43Q: 3 clusters Score -2794086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -2794085.000000 Penalty: 3370.418213
	Iteration 44Q: 3 clusters Score -2794085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -2794088.250000 Penalty: 3370.418213
	Iteration 45Q: 3 clusters Score -2794088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -2794094.250000 Penalty: 3370.418213
	Iteration 46Q: 3 clusters Score -2794094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2794093.750000 Penalty: 3370.418213
	Iteration 47Q: 3 clusters Score -2794094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -2794097.500000 Penalty: 3370.418213
	Iteration 48Q: 3 clusters Score -2794098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -2794107.000000 Penalty: 3370.418213
	Iteration 49Q: 3 clusters Score -2794107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -2794106.000000 Penalty: 3370.418213
	Iteration 50Q: 3 clusters Score -2794106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -2794105.500000 Penalty: 3370.418213
	Iteration 51Q: 3 clusters Score -2794106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -2794105.500000 Penalty: 3370.418213
	Iteration 52F: 3 clusters Score -2794106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Entering Unmasked Estep 
Score: -15829544.000000 Penalty: 1960.792236
	Iteration 0F: 2 clusters Score -1.582954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -15712558.000000 Penalty: 3921.584473
	Iteration 0F: 3 clusters Score -1.571256e+07 nChanged 84032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -15761776.000000 Penalty: 3921.584473
	Iteration 1F: 3 clusters Score -1.576178e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -15762559.000000 Penalty: 3921.584473
	Iteration 2Q: 3 clusters Score -1.576256e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -15763540.000000 Penalty: 3921.584473
	Iteration 3Q: 3 clusters Score -1.576354e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -15764944.000000 Penalty: 3921.584473
	Iteration 4Q: 3 clusters Score -1.576494e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -15767281.000000 Penalty: 3921.584473
	Iteration 5Q: 3 clusters Score -1.576728e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -15771718.000000 Penalty: 3921.584473
	Iteration 6F: 3 clusters Score -1.577172e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -15779947.000000 Penalty: 3921.584473
	Iteration 7F: 3 clusters Score -1.577995e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -15792128.000000 Penalty: 3921.584473
	Iteration 8F: 3 clusters Score -1.579213e+07 nChanged 14908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150987 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -15805984.000000 Penalty: 3921.584473
	Iteration 9F: 3 clusters Score -1.580598e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162379 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -15816960.000000 Penalty: 3921.584473
	Iteration 10F: 3 clusters Score -1.581696e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -15823337.000000 Penalty: 3921.584473
	Iteration 11Q: 3 clusters Score -1.582334e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -15826040.000000 Penalty: 3921.584473
	Iteration 12Q: 3 clusters Score -1.582604e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15827071.000000 Penalty: 3921.584473
	Iteration 13Q: 3 clusters Score -1.582707e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15827445.000000 Penalty: 3921.584473
	Iteration 14Q: 3 clusters Score -1.582744e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15827599.000000 Penalty: 3921.584473
	Iteration 15Q: 3 clusters Score -1.58276e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15827676.000000 Penalty: 3921.584473
	Iteration 16Q: 3 clusters Score -1.582768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15827754.000000 Penalty: 3921.584473
	Iteration 17Q: 3 clusters Score -1.582775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15827781.000000 Penalty: 3921.584473
	Iteration 18Q: 3 clusters Score -1.582778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15827798.000000 Penalty: 3921.584473
	Iteration 19Q: 3 clusters Score -1.58278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15827818.000000 Penalty: 3921.584473
	Iteration 20F: 3 clusters Score -1.582782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15827825.000000 Penalty: 3921.584473
	Iteration 21Q: 3 clusters Score -1.582782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15827848.000000 Penalty: 3921.584473
	Iteration 22Q: 3 clusters Score -1.582785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15827855.000000 Penalty: 3921.584473
	Iteration 23Q: 3 clusters Score -1.582786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15827863.000000 Penalty: 3921.584473
	Iteration 24Q: 3 clusters Score -1.582786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15827871.000000 Penalty: 3921.584473
	Iteration 25Q: 3 clusters Score -1.582787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15827862.000000 Penalty: 3921.584473
	Iteration 26Q: 3 clusters Score -1.582786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15827862.000000 Penalty: 3921.584473
	Iteration 27Q: 3 clusters Score -1.582786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15827863.000000 Penalty: 3921.584473
	Iteration 28Q: 3 clusters Score -1.582786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15827863.000000 Penalty: 3921.584473
	Iteration 29F: 3 clusters Score -1.582786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Entering Unmasked Estep 
Score: -1034812.750000 Penalty: 1526.402222
	Iteration 0F: 2 clusters Score -1034813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1026464.875000 Penalty: 3052.804443
	Iteration 0F: 3 clusters Score -1026465 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1029168.812500 Penalty: 3052.804443
	Iteration 1F: 3 clusters Score -1029169 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1029462.500000 Penalty: 3052.804443
	Iteration 2F: 3 clusters Score -1029462 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1029735.625000 Penalty: 3052.804443
	Iteration 3Q: 3 clusters Score -1029736 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1030073.062500 Penalty: 3052.804443
	Iteration 4F: 3 clusters Score -1030073 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1030499.062500 Penalty: 3052.804443
	Iteration 5F: 3 clusters Score -1030499 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1031039.750000 Penalty: 3052.804443
	Iteration 6F: 3 clusters Score -1031040 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1031621.187500 Penalty: 3052.804443
	Iteration 7F: 3 clusters Score -1031621 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1032201.500000 Penalty: 3052.804443
	Iteration 8F: 3 clusters Score -1032202 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1032691.250000 Penalty: 3052.804443
	Iteration 9Q: 3 clusters Score -1032691 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1033046.562500 Penalty: 3052.804443
	Iteration 10Q: 3 clusters Score -1033047 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1033272.250000 Penalty: 3052.804443
	Iteration 11Q: 3 clusters Score -1033272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1033402.625000 Penalty: 3052.804443
	Iteration 12Q: 3 clusters Score -1033403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1033513.250000 Penalty: 3052.804443
	Iteration 13Q: 3 clusters Score -1033513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1033598.125000 Penalty: 3052.804443
	Iteration 14Q: 3 clusters Score -1033598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1033644.250000 Penalty: 3052.804443
	Iteration 15Q: 3 clusters Score -1033644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1033678.687500 Penalty: 3052.804443
	Iteration 16Q: 3 clusters Score -1033679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1033688.625000 Penalty: 3052.804443
	Iteration 17Q: 3 clusters Score -1033689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1033698.625000 Penalty: 3052.804443
	Iteration 18Q: 3 clusters Score -1033699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1033706.687500 Penalty: 3052.804443
	Iteration 19Q: 3 clusters Score -1033707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1033712.562500 Penalty: 3052.804443
	Iteration 20F: 3 clusters Score -1033713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1033713.375000 Penalty: 3052.804443
	Iteration 21Q: 3 clusters Score -1033713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1033713.687500 Penalty: 3052.804443
	Iteration 22Q: 3 clusters Score -1033714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1033715.312500 Penalty: 3052.804443
	Iteration 23Q: 3 clusters Score -1033715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1033716.625000 Penalty: 3052.804443
	Iteration 24Q: 3 clusters Score -1033717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1033716.625000 Penalty: 3052.804443
	Iteration 25F: 3 clusters Score -1033717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Entering Unmasked Estep 
Score: -2647394.250000 Penalty: 1676.219971
	Iteration 0F: 2 clusters Score -2647394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2627189.500000 Penalty: 3352.439941
	Iteration 0F: 3 clusters Score -2627190 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2634814.750000 Penalty: 3352.439941
	Iteration 1F: 3 clusters Score -2634815 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2635091.250000 Penalty: 3352.439941
	Iteration 2Q: 3 clusters Score -2635091 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2635338.250000 Penalty: 3352.439941
	Iteration 3Q: 3 clusters Score -2635338 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2635545.250000 Penalty: 3352.439941
	Iteration 4Q: 3 clusters Score -2635545 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2635771.500000 Penalty: 3352.439941
	Iteration 5Q: 3 clusters Score -2635772 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2636047.500000 Penalty: 3352.439941
	Iteration 6Q: 3 clusters Score -2636048 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2636400.250000 Penalty: 3352.439941
	Iteration 7Q: 3 clusters Score -2636400 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2636962.500000 Penalty: 3352.439941
	Iteration 8Q: 3 clusters Score -2636962 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2637869.250000 Penalty: 3352.439941
	Iteration 9F: 3 clusters Score -2637869 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2639322.250000 Penalty: 3352.439941
	Iteration 10F: 3 clusters Score -2639322 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2641251.500000 Penalty: 3352.439941
	Iteration 11F: 3 clusters Score -2641252 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -2643261.500000 Penalty: 3352.439941
	Iteration 12F: 3 clusters Score -2643262 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2644724.750000 Penalty: 3352.439941
	Iteration 13F: 3 clusters Score -2644725 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2645416.000000 Penalty: 3352.439941
	Iteration 14Q: 3 clusters Score -2645416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -2645654.250000 Penalty: 3352.439941
	Iteration 15Q: 3 clusters Score -2645654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -2645751.000000 Penalty: 3352.439941
	Iteration 16Q: 3 clusters Score -2645751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2645797.250000 Penalty: 3352.439941
	Iteration 17Q: 3 clusters Score -2645797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -2645851.000000 Penalty: 3352.439941
	Iteration 18Q: 3 clusters Score -2645851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2645877.750000 Penalty: 3352.439941
	Iteration 19Q: 3 clusters Score -2645878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -2645894.250000 Penalty: 3352.439941
	Iteration 20F: 3 clusters Score -2645894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -2645900.500000 Penalty: 3352.439941
	Iteration 21Q: 3 clusters Score -2645900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -2645905.000000 Penalty: 3352.439941
	Iteration 22Q: 3 clusters Score -2645905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2645909.250000 Penalty: 3352.439941
	Iteration 23Q: 3 clusters Score -2645909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2645913.500000 Penalty: 3352.439941
	Iteration 24Q: 3 clusters Score -2645914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2645913.500000 Penalty: 3352.439941
	Iteration 25F: 3 clusters Score -2645914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Entering Unmasked Estep 
Score: -2801420.750000 Penalty: 1686.391602
	Iteration 0F: 2 clusters Score -2801421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2779882.000000 Penalty: 3372.783203
	Iteration 0F: 3 clusters Score -2779882 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2788015.000000 Penalty: 3372.783203
	Iteration 1F: 3 clusters Score -2788015 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2788425.500000 Penalty: 3372.783203
	Iteration 2Q: 3 clusters Score -2788426 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2788920.750000 Penalty: 3372.783203
	Iteration 3Q: 3 clusters Score -2788921 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2789618.000000 Penalty: 3372.783203
	Iteration 4Q: 3 clusters Score -2789618 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2790672.250000 Penalty: 3372.783203
	Iteration 5F: 3 clusters Score -2790672 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2792127.750000 Penalty: 3372.783203
	Iteration 6F: 3 clusters Score -2792128 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2794068.500000 Penalty: 3372.783203
	Iteration 7F: 3 clusters Score -2794068 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2796112.750000 Penalty: 3372.783203
	Iteration 8F: 3 clusters Score -2796113 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -2797804.750000 Penalty: 3372.783203
	Iteration 9F: 3 clusters Score -2797805 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -2798929.000000 Penalty: 3372.783203
	Iteration 10Q: 3 clusters Score -2798929 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -2799477.250000 Penalty: 3372.783203
	Iteration 11Q: 3 clusters Score -2799477 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -2799722.750000 Penalty: 3372.783203
	Iteration 12Q: 3 clusters Score -2799723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -2799856.250000 Penalty: 3372.783203
	Iteration 13Q: 3 clusters Score -2799856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -2799935.750000 Penalty: 3372.783203
	Iteration 14Q: 3 clusters Score -2799936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -2799963.500000 Penalty: 3372.783203
	Iteration 15Q: 3 clusters Score -2799964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -2799982.500000 Penalty: 3372.783203
	Iteration 16Q: 3 clusters Score -2799982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -2799990.250000 Penalty: 3372.783203
	Iteration 17Q: 3 clusters Score -2799990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -2800002.250000 Penalty: 3372.783203
	Iteration 18Q: 3 clusters Score -2800002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -2800003.250000 Penalty: 3372.783203
	Iteration 19Q: 3 clusters Score -2800003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -2800002.500000 Penalty: 3372.783203
	Iteration 20F: 3 clusters Score -2800002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -2800002.000000 Penalty: 3372.783203
	Iteration 21Q: 3 clusters Score -2800002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -2800002.000000 Penalty: 3372.783203
	Iteration 22F: 3 clusters Score -2800002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Entering Unmasked Estep 
Score: -1035817.750000 Penalty: 1543.643799
	Iteration 0F: 2 clusters Score -1035818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1026542.375000 Penalty: 3087.287598
	Iteration 0F: 3 clusters Score -1026542 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1029984.250000 Penalty: 3087.287598
	Iteration 1F: 3 clusters Score -1029984 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1030644.375000 Penalty: 3087.287598
	Iteration 2F: 3 clusters Score -1030644 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1031511.562500 Penalty: 3087.287598
	Iteration 3F: 3 clusters Score -1031512 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1032491.625000 Penalty: 3087.287598
	Iteration 4F: 3 clusters Score -1032492 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1033300.875000 Penalty: 3087.287598
	Iteration 5F: 3 clusters Score -1033301 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1033896.125000 Penalty: 3087.287598
	Iteration 6F: 3 clusters Score -1033896 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1034292.125000 Penalty: 3087.287598
	Iteration 7F: 3 clusters Score -1034292 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1034637.625000 Penalty: 3087.287598
	Iteration 8Q: 3 clusters Score -1034638 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1034933.312500 Penalty: 3087.287598
	Iteration 9Q: 3 clusters Score -1034933 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1035131.062500 Penalty: 3087.287598
	Iteration 10Q: 3 clusters Score -1035131 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1035260.875000 Penalty: 3087.287598
	Iteration 11Q: 3 clusters Score -1035261 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1035338.187500 Penalty: 3087.287598
	Iteration 12Q: 3 clusters Score -1035338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1035382.562500 Penalty: 3087.287598
	Iteration 13Q: 3 clusters Score -1035383 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1035423.125000 Penalty: 3087.287598
	Iteration 14Q: 3 clusters Score -1035423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1035452.875000 Penalty: 3087.287598
	Iteration 15Q: 3 clusters Score -1035453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1035478.250000 Penalty: 3087.287598
	Iteration 16Q: 3 clusters Score -1035478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1035501.812500 Penalty: 3087.287598
	Iteration 17Q: 3 clusters Score -1035502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1035512.750000 Penalty: 3087.287598
	Iteration 18Q: 3 clusters Score -1035513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1035525.187500 Penalty: 3087.287598
	Iteration 19Q: 3 clusters Score -1035525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1035537.500000 Penalty: 3087.287598
	Iteration 20F: 3 clusters Score -1035538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1035547.125000 Penalty: 3087.287598
	Iteration 21Q: 3 clusters Score -1035547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1035550.937500 Penalty: 3087.287598
	Iteration 22Q: 3 clusters Score -1035551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1035560.375000 Penalty: 3087.287598
	Iteration 23Q: 3 clusters Score -1035560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1035563.812500 Penalty: 3087.287598
	Iteration 24Q: 3 clusters Score -1035564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1035568.187500 Penalty: 3087.287598
	Iteration 25Q: 3 clusters Score -1035568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1035573.250000 Penalty: 3087.287598
	Iteration 26Q: 3 clusters Score -1035573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1035573.625000 Penalty: 3087.287598
	Iteration 27Q: 3 clusters Score -1035574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1035576.750000 Penalty: 3087.287598
	Iteration 28Q: 3 clusters Score -1035577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1035580.812500 Penalty: 3087.287598
	Iteration 29Q: 3 clusters Score -1035581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1035581.750000 Penalty: 3087.287598
	Iteration 30Q: 3 clusters Score -1035582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1035586.187500 Penalty: 3087.287598
	Iteration 31Q: 3 clusters Score -1035586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1035588.312500 Penalty: 3087.287598
	Iteration 32Q: 3 clusters Score -1035588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1035592.312500 Penalty: 3087.287598
	Iteration 33Q: 3 clusters Score -1035592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1035595.875000 Penalty: 3087.287598
	Iteration 34Q: 3 clusters Score -1035596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1035595.312500 Penalty: 3087.287598
	Iteration 35Q: 3 clusters Score -1035595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1035594.812500 Penalty: 3087.287598
	Iteration 36Q: 3 clusters Score -1035595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1035593.187500 Penalty: 3087.287598
	Iteration 37Q: 3 clusters Score -1035593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1035594.500000 Penalty: 3087.287598
	Iteration 38Q: 3 clusters Score -1035594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1035594.875000 Penalty: 3087.287598
	Iteration 39Q: 3 clusters Score -1035595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1035593.250000 Penalty: 3087.287598
	Iteration 40F: 3 clusters Score -1035593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1035595.187500 Penalty: 3087.287598
	Iteration 41Q: 3 clusters Score -1035595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1035595.937500 Penalty: 3087.287598
	Iteration 42Q: 3 clusters Score -1035596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1035596.000000 Penalty: 3087.287598
	Iteration 43Q: 3 clusters Score -1035596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1035598.000000 Penalty: 3087.287598
	Iteration 44Q: 3 clusters Score -1035598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1035598.062500 Penalty: 3087.287598
	Iteration 45Q: 3 clusters Score -1035598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1035599.000000 Penalty: 3087.287598
	Iteration 46Q: 3 clusters Score -1035599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1035597.125000 Penalty: 3087.287598
	Iteration 47Q: 3 clusters Score -1035597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1035602.250000 Penalty: 3087.287598
	Iteration 48Q: 3 clusters Score -1035602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1035603.750000 Penalty: 3087.287598
	Iteration 49Q: 3 clusters Score -1035604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1035603.875000 Penalty: 3087.287598
	Iteration 50Q: 3 clusters Score -1035604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1035602.937500 Penalty: 3087.287598
	Iteration 51Q: 3 clusters Score -1035603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1035604.562500 Penalty: 3087.287598
	Iteration 52Q: 3 clusters Score -1035605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1035602.375000 Penalty: 3087.287598
	Iteration 53Q: 3 clusters Score -1035602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1035602.375000 Penalty: 3087.287598
	Iteration 54F: 3 clusters Score -1035602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Entering Unmasked Estep 
Score: -6915415.500000 Penalty: 1829.151245
	Iteration 0F: 2 clusters Score -6915416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -6863973.000000 Penalty: 3658.302490
	Iteration 0F: 3 clusters Score -6863973 nChanged 36634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -6885365.000000 Penalty: 3658.302490
	Iteration 1F: 3 clusters Score -6885365 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6886508.000000 Penalty: 3658.302490
	Iteration 2Q: 3 clusters Score -6886508 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -6888218.500000 Penalty: 3658.302490
	Iteration 3F: 3 clusters Score -6888218 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6890961.000000 Penalty: 3658.302490
	Iteration 4F: 3 clusters Score -6890961 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -6894830.000000 Penalty: 3658.302490
	Iteration 5F: 3 clusters Score -6894830 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -6899038.000000 Penalty: 3658.302490
	Iteration 6F: 3 clusters Score -6899038 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -6903178.500000 Penalty: 3658.302490
	Iteration 7F: 3 clusters Score -6903178 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -6906574.000000 Penalty: 3658.302490
	Iteration 8F: 3 clusters Score -6906574 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -6909184.500000 Penalty: 3658.302490
	Iteration 9Q: 3 clusters Score -6909184 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -6911002.000000 Penalty: 3658.302490
	Iteration 10Q: 3 clusters Score -6911002 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -6912076.500000 Penalty: 3658.302490
	Iteration 11Q: 3 clusters Score -6912076 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -6912734.500000 Penalty: 3658.302490
	Iteration 12Q: 3 clusters Score -6912734 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6913114.500000 Penalty: 3658.302490
	Iteration 13Q: 3 clusters Score -6913114 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -6913340.500000 Penalty: 3658.302490
	Iteration 14Q: 3 clusters Score -6913340 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -6913500.500000 Penalty: 3658.302490
	Iteration 15Q: 3 clusters Score -6913500 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -6913636.500000 Penalty: 3658.302490
	Iteration 16Q: 3 clusters Score -6913636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -6913726.000000 Penalty: 3658.302490
	Iteration 17Q: 3 clusters Score -6913726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -6913829.500000 Penalty: 3658.302490
	Iteration 18Q: 3 clusters Score -6913830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -6913890.000000 Penalty: 3658.302490
	Iteration 19Q: 3 clusters Score -6913890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -6913916.000000 Penalty: 3658.302490
	Iteration 20F: 3 clusters Score -6913916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -6913963.000000 Penalty: 3658.302490
	Iteration 21Q: 3 clusters Score -6913963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -6914002.500000 Penalty: 3658.302490
	Iteration 22Q: 3 clusters Score -6914002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -6914032.000000 Penalty: 3658.302490
	Iteration 23Q: 3 clusters Score -6914032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -6914068.000000 Penalty: 3658.302490
	Iteration 24Q: 3 clusters Score -6914068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -6914079.000000 Penalty: 3658.302490
	Iteration 25Q: 3 clusters Score -6914079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -6914108.500000 Penalty: 3658.302490
	Iteration 26Q: 3 clusters Score -6914108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -6914124.500000 Penalty: 3658.302490
	Iteration 27Q: 3 clusters Score -6914124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -6914134.000000 Penalty: 3658.302490
	Iteration 28Q: 3 clusters Score -6914134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -6914143.000000 Penalty: 3658.302490
	Iteration 29Q: 3 clusters Score -6914143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -6914147.500000 Penalty: 3658.302490
	Iteration 30Q: 3 clusters Score -6914148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -6914157.500000 Penalty: 3658.302490
	Iteration 31Q: 3 clusters Score -6914158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -6914160.500000 Penalty: 3658.302490
	Iteration 32Q: 3 clusters Score -6914160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -6914183.000000 Penalty: 3658.302490
	Iteration 33Q: 3 clusters Score -6914183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -6914198.500000 Penalty: 3658.302490
	Iteration 34Q: 3 clusters Score -6914198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -6914207.500000 Penalty: 3658.302490
	Iteration 35Q: 3 clusters Score -6914208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -6914215.500000 Penalty: 3658.302490
	Iteration 36Q: 3 clusters Score -6914216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -6914221.500000 Penalty: 3658.302490
	Iteration 37Q: 3 clusters Score -6914222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -6914227.000000 Penalty: 3658.302490
	Iteration 38Q: 3 clusters Score -6914227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -6914240.500000 Penalty: 3658.302490
	Iteration 39Q: 3 clusters Score -6914240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -6914240.000000 Penalty: 3658.302490
	Iteration 40F: 3 clusters Score -6914240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -6914241.500000 Penalty: 3658.302490
	Iteration 41Q: 3 clusters Score -6914242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -6914242.500000 Penalty: 3658.302490
	Iteration 42Q: 3 clusters Score -6914242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -6914255.500000 Penalty: 3658.302490
	Iteration 43Q: 3 clusters Score -6914256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -6914254.500000 Penalty: 3658.302490
	Iteration 44Q: 3 clusters Score -6914254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -6914259.000000 Penalty: 3658.302490
	Iteration 45Q: 3 clusters Score -6914259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -6914272.000000 Penalty: 3658.302490
	Iteration 46Q: 3 clusters Score -6914272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -6914269.500000 Penalty: 3658.302490
	Iteration 47Q: 3 clusters Score -6914270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -6914272.000000 Penalty: 3658.302490
	Iteration 48Q: 3 clusters Score -6914272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -6914277.000000 Penalty: 3658.302490
	Iteration 49Q: 3 clusters Score -6914277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -6914278.500000 Penalty: 3658.302490
	Iteration 50Q: 3 clusters Score -6914278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -6914282.500000 Penalty: 3658.302490
	Iteration 51Q: 3 clusters Score -6914282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -6914282.500000 Penalty: 3658.302490
	Iteration 52Q: 3 clusters Score -6914282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -6914289.000000 Penalty: 3658.302490
	Iteration 53Q: 3 clusters Score -6914289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -6914283.500000 Penalty: 3658.302490
	Iteration 54Q: 3 clusters Score -6914284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -6914284.500000 Penalty: 3658.302490
	Iteration 55Q: 3 clusters Score -6914284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -6914289.000000 Penalty: 3658.302490
	Iteration 56Q: 3 clusters Score -6914289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -6914288.500000 Penalty: 3658.302490
	Iteration 57Q: 3 clusters Score -6914288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -6914288.500000 Penalty: 3658.302490
	Iteration 58F: 3 clusters Score -6914288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -363879.718750 Penalty: 1362.456421
	Iteration 0F: 2 clusters Score -363879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -360368.875000 Penalty: 2724.912842
	Iteration 0F: 3 clusters Score -360368.9 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -361422.218750 Penalty: 2724.912842
	Iteration 1F: 3 clusters Score -361422.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -361705.687500 Penalty: 2724.912842
	Iteration 2F: 3 clusters Score -361705.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -361944.156250 Penalty: 2724.912842
	Iteration 3F: 3 clusters Score -361944.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -362135.406250 Penalty: 2724.912842
	Iteration 4F: 3 clusters Score -362135.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -362327.968750 Penalty: 2724.912842
	Iteration 5F: 3 clusters Score -362328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -362511.343750 Penalty: 2724.912842
	Iteration 6Q: 3 clusters Score -362511.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -362638.281250 Penalty: 2724.912842
	Iteration 7Q: 3 clusters Score -362638.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -362726.187500 Penalty: 2724.912842
	Iteration 8Q: 3 clusters Score -362726.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -362779.750000 Penalty: 2724.912842
	Iteration 9Q: 3 clusters Score -362779.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -362822.000000 Penalty: 2724.912842
	Iteration 10Q: 3 clusters Score -362822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -362869.062500 Penalty: 2724.912842
	Iteration 11Q: 3 clusters Score -362869.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -362916.968750 Penalty: 2724.912842
	Iteration 12Q: 3 clusters Score -362917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -362955.531250 Penalty: 2724.912842
	Iteration 13Q: 3 clusters Score -362955.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -362986.750000 Penalty: 2724.912842
	Iteration 14Q: 3 clusters Score -362986.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -363013.406250 Penalty: 2724.912842
	Iteration 15Q: 3 clusters Score -363013.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -363033.093750 Penalty: 2724.912842
	Iteration 16Q: 3 clusters Score -363033.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -363050.125000 Penalty: 2724.912842
	Iteration 17Q: 3 clusters Score -363050.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -363062.750000 Penalty: 2724.912842
	Iteration 18Q: 3 clusters Score -363062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -363070.437500 Penalty: 2724.912842
	Iteration 19Q: 3 clusters Score -363070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -363076.500000 Penalty: 2724.912842
	Iteration 20F: 3 clusters Score -363076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -363085.437500 Penalty: 2724.912842
	Iteration 21Q: 3 clusters Score -363085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -363092.500000 Penalty: 2724.912842
	Iteration 22Q: 3 clusters Score -363092.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -363097.000000 Penalty: 2724.912842
	Iteration 23Q: 3 clusters Score -363097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -363102.187500 Penalty: 2724.912842
	Iteration 24Q: 3 clusters Score -363102.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -363108.125000 Penalty: 2724.912842
	Iteration 25Q: 3 clusters Score -363108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -363111.156250 Penalty: 2724.912842
	Iteration 26Q: 3 clusters Score -363111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -363113.093750 Penalty: 2724.912842
	Iteration 27Q: 3 clusters Score -363113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -363113.937500 Penalty: 2724.912842
	Iteration 28Q: 3 clusters Score -363113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -363118.000000 Penalty: 2724.912842
	Iteration 29Q: 3 clusters Score -363118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -363122.000000 Penalty: 2724.912842
	Iteration 30Q: 3 clusters Score -363122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -363124.937500 Penalty: 2724.912842
	Iteration 31Q: 3 clusters Score -363124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -363129.437500 Penalty: 2724.912842
	Iteration 32Q: 3 clusters Score -363129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -363133.031250 Penalty: 2724.912842
	Iteration 33Q: 3 clusters Score -363133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -363134.093750 Penalty: 2724.912842
	Iteration 34Q: 3 clusters Score -363134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -363135.312500 Penalty: 2724.912842
	Iteration 35Q: 3 clusters Score -363135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -363135.406250 Penalty: 2724.912842
	Iteration 36Q: 3 clusters Score -363135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -363137.781250 Penalty: 2724.912842
	Iteration 37Q: 3 clusters Score -363137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -363138.968750 Penalty: 2724.912842
	Iteration 38Q: 3 clusters Score -363139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -363139.062500 Penalty: 2724.912842
	Iteration 39Q: 3 clusters Score -363139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -363139.625000 Penalty: 2724.912842
	Iteration 40F: 3 clusters Score -363139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -807679.750000 Penalty: 1490.452515
	Iteration 0F: 2 clusters Score -807679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -800789.375000 Penalty: 2980.905029
	Iteration 0F: 3 clusters Score -800789.4 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -803020.625000 Penalty: 2980.905029
	Iteration 1F: 3 clusters Score -803020.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -803325.125000 Penalty: 2980.905029
	Iteration 2F: 3 clusters Score -803325.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -803581.875000 Penalty: 2980.905029
	Iteration 3F: 3 clusters Score -803581.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -803807.375000 Penalty: 2980.905029
	Iteration 4Q: 3 clusters Score -803807.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -804017.812500 Penalty: 2980.905029
	Iteration 5Q: 3 clusters Score -804017.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -804193.937500 Penalty: 2980.905029
	Iteration 6Q: 3 clusters Score -804193.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -804367.250000 Penalty: 2980.905029
	Iteration 7Q: 3 clusters Score -804367.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -804514.187500 Penalty: 2980.905029
	Iteration 8Q: 3 clusters Score -804514.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -804637.812500 Penalty: 2980.905029
	Iteration 9Q: 3 clusters Score -804637.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -804750.875000 Penalty: 2980.905029
	Iteration 10Q: 3 clusters Score -804750.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -804862.062500 Penalty: 2980.905029
	Iteration 11Q: 3 clusters Score -804862.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -805000.062500 Penalty: 2980.905029
	Iteration 12Q: 3 clusters Score -805000.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -805165.937500 Penalty: 2980.905029
	Iteration 13Q: 3 clusters Score -805165.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -805338.937500 Penalty: 2980.905029
	Iteration 14Q: 3 clusters Score -805338.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -805528.937500 Penalty: 2980.905029
	Iteration 15Q: 3 clusters Score -805528.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -805662.062500 Penalty: 2980.905029
	Iteration 16Q: 3 clusters Score -805662.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -805757.062500 Penalty: 2980.905029
	Iteration 17Q: 3 clusters Score -805757.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -805832.875000 Penalty: 2980.905029
	Iteration 18Q: 3 clusters Score -805832.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -805887.250000 Penalty: 2980.905029
	Iteration 19Q: 3 clusters Score -805887.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -805954.062500 Penalty: 2980.905029
	Iteration 20F: 3 clusters Score -805954.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -806011.250000 Penalty: 2980.905029
	Iteration 21Q: 3 clusters Score -806011.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -806060.125000 Penalty: 2980.905029
	Iteration 22Q: 3 clusters Score -806060.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -806102.562500 Penalty: 2980.905029
	Iteration 23Q: 3 clusters Score -806102.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -806134.500000 Penalty: 2980.905029
	Iteration 24Q: 3 clusters Score -806134.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -806164.375000 Penalty: 2980.905029
	Iteration 25Q: 3 clusters Score -806164.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -806184.250000 Penalty: 2980.905029
	Iteration 26Q: 3 clusters Score -806184.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -806196.625000 Penalty: 2980.905029
	Iteration 27Q: 3 clusters Score -806196.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -806215.000000 Penalty: 2980.905029
	Iteration 28Q: 3 clusters Score -806215 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -806232.000000 Penalty: 2980.905029
	Iteration 29Q: 3 clusters Score -806232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -806247.437500 Penalty: 2980.905029
	Iteration 30Q: 3 clusters Score -806247.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -806258.500000 Penalty: 2980.905029
	Iteration 31Q: 3 clusters Score -806258.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -806267.375000 Penalty: 2980.905029
	Iteration 32Q: 3 clusters Score -806267.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -806277.000000 Penalty: 2980.905029
	Iteration 33Q: 3 clusters Score -806277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -806285.187500 Penalty: 2980.905029
	Iteration 34Q: 3 clusters Score -806285.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -806288.812500 Penalty: 2980.905029
	Iteration 35Q: 3 clusters Score -806288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -806293.687500 Penalty: 2980.905029
	Iteration 36Q: 3 clusters Score -806293.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -806296.625000 Penalty: 2980.905029
	Iteration 37Q: 3 clusters Score -806296.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -806304.000000 Penalty: 2980.905029
	Iteration 38Q: 3 clusters Score -806304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -806301.125000 Penalty: 2980.905029
	Iteration 39Q: 3 clusters Score -806301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -806301.937500 Penalty: 2980.905029
	Iteration 40F: 3 clusters Score -806301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -806301.625000 Penalty: 2980.905029
	Iteration 41Q: 3 clusters Score -806301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -806301.312500 Penalty: 2980.905029
	Iteration 42Q: 3 clusters Score -806301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -806303.000000 Penalty: 2980.905029
	Iteration 43Q: 3 clusters Score -806303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -806303.937500 Penalty: 2980.905029
	Iteration 44Q: 3 clusters Score -806303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -806303.937500 Penalty: 2980.905029
	Iteration 45F: 3 clusters Score -806303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -128913.562500 Penalty: 1224.138306
	Iteration 0F: 2 clusters Score -128913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -126880.757812 Penalty: 2448.276611
	Iteration 0F: 3 clusters Score -126880.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -127598.742188 Penalty: 2448.276611
	Iteration 1F: 3 clusters Score -127598.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127919.062500 Penalty: 2448.276611
	Iteration 2F: 3 clusters Score -127919.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128086.468750 Penalty: 2448.276611
	Iteration 3F: 3 clusters Score -128086.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -128209.757812 Penalty: 2448.276611
	Iteration 4F: 3 clusters Score -128209.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -128308.109375 Penalty: 2448.276611
	Iteration 5F: 3 clusters Score -128308.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128376.757812 Penalty: 2448.276611
	Iteration 6Q: 3 clusters Score -128376.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -128437.617188 Penalty: 2448.276611
	Iteration 7Q: 3 clusters Score -128437.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -128480.867188 Penalty: 2448.276611
	Iteration 8Q: 3 clusters Score -128480.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128526.781250 Penalty: 2448.276611
	Iteration 9Q: 3 clusters Score -128526.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -128585.851562 Penalty: 2448.276611
	Iteration 10Q: 3 clusters Score -128585.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -128638.148438 Penalty: 2448.276611
	Iteration 11Q: 3 clusters Score -128638.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -128672.320312 Penalty: 2448.276611
	Iteration 12Q: 3 clusters Score -128672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -128693.484375 Penalty: 2448.276611
	Iteration 13Q: 3 clusters Score -128693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -128708.492188 Penalty: 2448.276611
	Iteration 14Q: 3 clusters Score -128708.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -128719.468750 Penalty: 2448.276611
	Iteration 15Q: 3 clusters Score -128719.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -128731.335938 Penalty: 2448.276611
	Iteration 16Q: 3 clusters Score -128731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -128741.687500 Penalty: 2448.276611
	Iteration 17Q: 3 clusters Score -128741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -128748.703125 Penalty: 2448.276611
	Iteration 18Q: 3 clusters Score -128748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -128752.023438 Penalty: 2448.276611
	Iteration 19Q: 3 clusters Score -128752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -128759.765625 Penalty: 2448.276611
	Iteration 20F: 3 clusters Score -128759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -128765.054688 Penalty: 2448.276611
	Iteration 21Q: 3 clusters Score -128765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -128771.656250 Penalty: 2448.276611
	Iteration 22Q: 3 clusters Score -128771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -128775.429688 Penalty: 2448.276611
	Iteration 23Q: 3 clusters Score -128775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -128779.781250 Penalty: 2448.276611
	Iteration 24Q: 3 clusters Score -128779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -128781.859375 Penalty: 2448.276611
	Iteration 25Q: 3 clusters Score -128781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -128783.648438 Penalty: 2448.276611
	Iteration 26Q: 3 clusters Score -128783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -128784.890625 Penalty: 2448.276611
	Iteration 27Q: 3 clusters Score -128784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -128786.242188 Penalty: 2448.276611
	Iteration 28Q: 3 clusters Score -128786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128786.765625 Penalty: 2448.276611
	Iteration 29Q: 3 clusters Score -128786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -128788.031250 Penalty: 2448.276611
	Iteration 30Q: 3 clusters Score -128788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -128788.031250 Penalty: 2448.276611
	Iteration 31F: 3 clusters Score -128788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -250261.812500 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -250261.8 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 1541 members 
Entering Unmasked Estep 
Score: -247512.500000 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -247512.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248436.687500 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -248436.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -248925.750000 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -248925.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -249432.937500 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -249432.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -249773.953125 Penalty: 2610.833496
	Iteration 4F: 3 clusters Score -249774 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -249978.281250 Penalty: 2610.833496
	Iteration 5F: 3 clusters Score -249978.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -250093.046875 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -250093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -250134.906250 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -250134.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -250166.109375 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -250166.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -250187.765625 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -250187.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -250202.171875 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -250202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -250214.109375 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -250214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -250224.656250 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -250224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -250234.437500 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -250234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -250244.031250 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -250244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -250249.125000 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -250249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -250253.203125 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -250253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -250257.703125 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -250257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -250261.687500 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -250261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -250263.265625 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -250263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -250265.531250 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -250265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -250267.015625 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -250267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -250268.656250 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -250268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -250270.234375 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -250270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -250274.078125 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -250274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -250278.656250 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -250278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -250286.156250 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -250286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -250291.218750 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -250291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -250293.406250 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -250293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -250295.671875 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -250295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -250296.828125 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -250296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -250298.625000 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -250298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -250299.562500 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -250299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -250300.750000 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -250300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -250300.859375 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -250300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -250300.859375 Penalty: 2610.833496
	Iteration 35F: 3 clusters Score -250300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47478 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 99542 members 
Mstep: Class 33 contains 2252 members 
Entering Unmasked Estep 
Score: -76325864.000000 Penalty: 73493.570312
Splitting cluster 13 changes total score from -76326816.000000 to -76325864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (81103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Entering Unmasked Estep 
Score: -7122439.000000 Penalty: 1836.814697
	Iteration 0F: 2 clusters Score -7122439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7068291.500000 Penalty: 3673.629395
	Iteration 0F: 3 clusters Score -7068292 nChanged 38501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7090685.500000 Penalty: 3673.629395
	Iteration 1F: 3 clusters Score -7090686 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7091476.500000 Penalty: 3673.629395
	Iteration 2Q: 3 clusters Score -7091476 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7092665.500000 Penalty: 3673.629395
	Iteration 3Q: 3 clusters Score -7092666 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -7094894.000000 Penalty: 3673.629395
	Iteration 4F: 3 clusters Score -7094894 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -7098507.500000 Penalty: 3673.629395
	Iteration 5F: 3 clusters Score -7098508 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -7104073.500000 Penalty: 3673.629395
	Iteration 6F: 3 clusters Score -7104074 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7110840.000000 Penalty: 3673.629395
	Iteration 7F: 3 clusters Score -7110840 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7116214.500000 Penalty: 3673.629395
	Iteration 8F: 3 clusters Score -7116214 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7119024.500000 Penalty: 3673.629395
	Iteration 9Q: 3 clusters Score -7119024 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7120187.500000 Penalty: 3673.629395
	Iteration 10Q: 3 clusters Score -7120188 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7120556.500000 Penalty: 3673.629395
	Iteration 11Q: 3 clusters Score -7120556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7120679.000000 Penalty: 3673.629395
	Iteration 12Q: 3 clusters Score -7120679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7120738.000000 Penalty: 3673.629395
	Iteration 13Q: 3 clusters Score -7120738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7120784.000000 Penalty: 3673.629395
	Iteration 14Q: 3 clusters Score -7120784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7120811.500000 Penalty: 3673.629395
	Iteration 15Q: 3 clusters Score -7120812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7120827.500000 Penalty: 3673.629395
	Iteration 16Q: 3 clusters Score -7120828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7120839.500000 Penalty: 3673.629395
	Iteration 17Q: 3 clusters Score -7120840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7120851.000000 Penalty: 3673.629395
	Iteration 18Q: 3 clusters Score -7120851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7120851.500000 Penalty: 3673.629395
	Iteration 19Q: 3 clusters Score -7120852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7120852.500000 Penalty: 3673.629395
	Iteration 20F: 3 clusters Score -7120852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -96900.015625 Penalty: 1153.888428
	Iteration 0F: 2 clusters Score -96900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -95315.835938 Penalty: 2307.776855
	Iteration 0F: 3 clusters Score -95315.84 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95633.046875 Penalty: 2307.776855
	Iteration 1F: 3 clusters Score -95633.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -95730.046875 Penalty: 2307.776855
	Iteration 2F: 3 clusters Score -95730.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95766.812500 Penalty: 2307.776855
	Iteration 3Q: 3 clusters Score -95766.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95786.570312 Penalty: 2307.776855
	Iteration 4Q: 3 clusters Score -95786.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95822.554688 Penalty: 2307.776855
	Iteration 5Q: 3 clusters Score -95822.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95863.687500 Penalty: 2307.776855
	Iteration 6Q: 3 clusters Score -95863.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95915.210938 Penalty: 2307.776855
	Iteration 7Q: 3 clusters Score -95915.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95980.953125 Penalty: 2307.776855
	Iteration 8Q: 3 clusters Score -95980.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96067.992188 Penalty: 2307.776855
	Iteration 9Q: 3 clusters Score -96067.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96167.867188 Penalty: 2307.776855
	Iteration 10Q: 3 clusters Score -96167.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96302.726562 Penalty: 2307.776855
	Iteration 11Q: 3 clusters Score -96302.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -96513.445312 Penalty: 2307.776855
	Iteration 12Q: 3 clusters Score -96513.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96762.859375 Penalty: 2307.776855
	Iteration 13Q: 3 clusters Score -96762.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96845.242188 Penalty: 2307.776855
	Iteration 14Q: 3 clusters Score -96845.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96882.585938 Penalty: 2307.776855
	Iteration 15Q: 3 clusters Score -96882.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96897.234375 Penalty: 2307.776855
	Iteration 16Q: 3 clusters Score -96897.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96906.164062 Penalty: 2307.776855
	Iteration 17Q: 3 clusters Score -96906.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96910.359375 Penalty: 2307.776855
	Iteration 18Q: 3 clusters Score -96910.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96912.171875 Penalty: 2307.776855
	Iteration 19F: 3 clusters Score -96912.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96916.078125 Penalty: 2307.776855
	Iteration 20F: 3 clusters Score -96916.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96917.007812 Penalty: 2307.776855
	Iteration 21Q: 3 clusters Score -96917.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96917.921875 Penalty: 2307.776855
	Iteration 22Q: 3 clusters Score -96917.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96917.921875 Penalty: 2307.776855
	Iteration 23F: 3 clusters Score -96917.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47478 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 99542 members 
Mstep: Class 33 contains 491 members 
Entering Unmasked Estep 
Score: -76325752.000000 Penalty: 73493.570312
Splitting cluster 15 changes total score from -76326816.000000 to -76325752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Entering Unmasked Estep 
Score: -1536370.375000 Penalty: 1589.675537
	Iteration 0F: 2 clusters Score -1536370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1524286.750000 Penalty: 3179.351074
	Iteration 0F: 3 clusters Score -1524287 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1528633.750000 Penalty: 3179.351074
	Iteration 1F: 3 clusters Score -1528634 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1528966.250000 Penalty: 3179.351074
	Iteration 2Q: 3 clusters Score -1528966 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1529274.000000 Penalty: 3179.351074
	Iteration 3Q: 3 clusters Score -1529274 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1529595.500000 Penalty: 3179.351074
	Iteration 4Q: 3 clusters Score -1529596 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1529901.500000 Penalty: 3179.351074
	Iteration 5Q: 3 clusters Score -1529902 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1530227.000000 Penalty: 3179.351074
	Iteration 6Q: 3 clusters Score -1530227 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1530525.125000 Penalty: 3179.351074
	Iteration 7Q: 3 clusters Score -1530525 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1530813.250000 Penalty: 3179.351074
	Iteration 8Q: 3 clusters Score -1530813 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1531072.625000 Penalty: 3179.351074
	Iteration 9Q: 3 clusters Score -1531073 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1531351.250000 Penalty: 3179.351074
	Iteration 10Q: 3 clusters Score -1531351 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1531639.750000 Penalty: 3179.351074
	Iteration 11Q: 3 clusters Score -1531640 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1531960.125000 Penalty: 3179.351074
	Iteration 12Q: 3 clusters Score -1531960 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1532294.875000 Penalty: 3179.351074
	Iteration 13Q: 3 clusters Score -1532295 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1532640.625000 Penalty: 3179.351074
	Iteration 14Q: 3 clusters Score -1532641 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1532954.750000 Penalty: 3179.351074
	Iteration 15Q: 3 clusters Score -1532955 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1533250.625000 Penalty: 3179.351074
	Iteration 16Q: 3 clusters Score -1533251 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1533501.375000 Penalty: 3179.351074
	Iteration 17Q: 3 clusters Score -1533501 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1533751.375000 Penalty: 3179.351074
	Iteration 18Q: 3 clusters Score -1533751 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1533956.375000 Penalty: 3179.351074
	Iteration 19Q: 3 clusters Score -1533956 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1534116.875000 Penalty: 3179.351074
	Iteration 20F: 3 clusters Score -1534117 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1534273.125000 Penalty: 3179.351074
	Iteration 21Q: 3 clusters Score -1534273 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1534426.875000 Penalty: 3179.351074
	Iteration 22Q: 3 clusters Score -1534427 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1534563.250000 Penalty: 3179.351074
	Iteration 23Q: 3 clusters Score -1534563 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1534664.125000 Penalty: 3179.351074
	Iteration 24Q: 3 clusters Score -1534664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1534758.125000 Penalty: 3179.351074
	Iteration 25Q: 3 clusters Score -1534758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1534806.125000 Penalty: 3179.351074
	Iteration 26Q: 3 clusters Score -1534806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1534834.625000 Penalty: 3179.351074
	Iteration 27Q: 3 clusters Score -1534835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1534856.375000 Penalty: 3179.351074
	Iteration 28Q: 3 clusters Score -1534856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1534882.000000 Penalty: 3179.351074
	Iteration 29Q: 3 clusters Score -1534882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1534907.500000 Penalty: 3179.351074
	Iteration 30Q: 3 clusters Score -1534908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1534932.750000 Penalty: 3179.351074
	Iteration 31Q: 3 clusters Score -1534933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1534949.875000 Penalty: 3179.351074
	Iteration 32Q: 3 clusters Score -1534950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1534960.250000 Penalty: 3179.351074
	Iteration 33Q: 3 clusters Score -1534960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1534974.625000 Penalty: 3179.351074
	Iteration 34Q: 3 clusters Score -1534975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1534982.250000 Penalty: 3179.351074
	Iteration 35Q: 3 clusters Score -1534982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1534997.500000 Penalty: 3179.351074
	Iteration 36Q: 3 clusters Score -1534998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1535005.250000 Penalty: 3179.351074
	Iteration 37Q: 3 clusters Score -1535005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1535011.000000 Penalty: 3179.351074
	Iteration 38Q: 3 clusters Score -1535011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1535011.250000 Penalty: 3179.351074
	Iteration 39Q: 3 clusters Score -1535011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1535014.250000 Penalty: 3179.351074
	Iteration 40F: 3 clusters Score -1535014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1535012.250000 Penalty: 3179.351074
	Iteration 41Q: 3 clusters Score -1535012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1535014.000000 Penalty: 3179.351074
	Iteration 42Q: 3 clusters Score -1535014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1535014.000000 Penalty: 3179.351074
	Iteration 43F: 3 clusters Score -1535014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Entering Unmasked Estep 
Score: -11835684.000000 Penalty: 1918.103394
	Iteration 0F: 2 clusters Score -1.183568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -11745976.000000 Penalty: 3836.206787
	Iteration 0F: 3 clusters Score -1.174598e+07 nChanged 64329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -11783689.000000 Penalty: 3836.206787
	Iteration 1F: 3 clusters Score -1.178369e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -11784499.000000 Penalty: 3836.206787
	Iteration 2Q: 3 clusters Score -1.17845e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -11785709.000000 Penalty: 3836.206787
	Iteration 3Q: 3 clusters Score -1.178571e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -11787545.000000 Penalty: 3836.206787
	Iteration 4Q: 3 clusters Score -1.178754e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -11790684.000000 Penalty: 3836.206787
	Iteration 5Q: 3 clusters Score -1.179068e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -11795695.000000 Penalty: 3836.206787
	Iteration 6F: 3 clusters Score -1.17957e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99451 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -11802973.000000 Penalty: 3836.206787
	Iteration 7F: 3 clusters Score -1.180297e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -11811988.000000 Penalty: 3836.206787
	Iteration 8F: 3 clusters Score -1.181199e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -11820672.000000 Penalty: 3836.206787
	Iteration 9F: 3 clusters Score -1.182067e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125555 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -11827206.000000 Penalty: 3836.206787
	Iteration 10F: 3 clusters Score -1.182721e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -11830782.000000 Penalty: 3836.206787
	Iteration 11Q: 3 clusters Score -1.183078e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -11832468.000000 Penalty: 3836.206787
	Iteration 12Q: 3 clusters Score -1.183247e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11833249.000000 Penalty: 3836.206787
	Iteration 13Q: 3 clusters Score -1.183325e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132837 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11833628.000000 Penalty: 3836.206787
	Iteration 14Q: 3 clusters Score -1.183363e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11833811.000000 Penalty: 3836.206787
	Iteration 15Q: 3 clusters Score -1.183381e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11833922.000000 Penalty: 3836.206787
	Iteration 16Q: 3 clusters Score -1.183392e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133176 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11833981.000000 Penalty: 3836.206787
	Iteration 17Q: 3 clusters Score -1.183398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11834002.000000 Penalty: 3836.206787
	Iteration 18Q: 3 clusters Score -1.1834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11834041.000000 Penalty: 3836.206787
	Iteration 19Q: 3 clusters Score -1.183404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11834072.000000 Penalty: 3836.206787
	Iteration 20F: 3 clusters Score -1.183407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11834082.000000 Penalty: 3836.206787
	Iteration 21Q: 3 clusters Score -1.183408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133262 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11834103.000000 Penalty: 3836.206787
	Iteration 22Q: 3 clusters Score -1.18341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11834113.000000 Penalty: 3836.206787
	Iteration 23Q: 3 clusters Score -1.183411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133272 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11834119.000000 Penalty: 3836.206787
	Iteration 24Q: 3 clusters Score -1.183412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11834122.000000 Penalty: 3836.206787
	Iteration 25Q: 3 clusters Score -1.183412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11834127.000000 Penalty: 3836.206787
	Iteration 26Q: 3 clusters Score -1.183413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11834129.000000 Penalty: 3836.206787
	Iteration 27Q: 3 clusters Score -1.183413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11834142.000000 Penalty: 3836.206787
	Iteration 28Q: 3 clusters Score -1.183414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11834172.000000 Penalty: 3836.206787
	Iteration 29Q: 3 clusters Score -1.183417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133304 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11834167.000000 Penalty: 3836.206787
	Iteration 30Q: 3 clusters Score -1.183417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11834178.000000 Penalty: 3836.206787
	Iteration 31Q: 3 clusters Score -1.183418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11834180.000000 Penalty: 3836.206787
	Iteration 32Q: 3 clusters Score -1.183418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11834186.000000 Penalty: 3836.206787
	Iteration 33Q: 3 clusters Score -1.183419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11834195.000000 Penalty: 3836.206787
	Iteration 34Q: 3 clusters Score -1.18342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11834200.000000 Penalty: 3836.206787
	Iteration 35Q: 3 clusters Score -1.18342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11834213.000000 Penalty: 3836.206787
	Iteration 36Q: 3 clusters Score -1.183421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133318 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11834214.000000 Penalty: 3836.206787
	Iteration 37Q: 3 clusters Score -1.183421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11834219.000000 Penalty: 3836.206787
	Iteration 38Q: 3 clusters Score -1.183422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11834211.000000 Penalty: 3836.206787
	Iteration 39Q: 3 clusters Score -1.183421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11834213.000000 Penalty: 3836.206787
	Iteration 40F: 3 clusters Score -1.183421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11834210.000000 Penalty: 3836.206787
	Iteration 41Q: 3 clusters Score -1.183421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11834217.000000 Penalty: 3836.206787
	Iteration 42Q: 3 clusters Score -1.183422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11834218.000000 Penalty: 3836.206787
	Iteration 43Q: 3 clusters Score -1.183422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133333 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11834204.000000 Penalty: 3836.206787
	Iteration 44Q: 3 clusters Score -1.18342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11834210.000000 Penalty: 3836.206787
	Iteration 45Q: 3 clusters Score -1.183421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11834217.000000 Penalty: 3836.206787
	Iteration 46Q: 3 clusters Score -1.183422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11834220.000000 Penalty: 3836.206787
	Iteration 47Q: 3 clusters Score -1.183422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11834229.000000 Penalty: 3836.206787
	Iteration 48Q: 3 clusters Score -1.183423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11834224.000000 Penalty: 3836.206787
	Iteration 49Q: 3 clusters Score -1.183422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11834228.000000 Penalty: 3836.206787
	Iteration 50Q: 3 clusters Score -1.183423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11834232.000000 Penalty: 3836.206787
	Iteration 51Q: 3 clusters Score -1.183423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11834237.000000 Penalty: 3836.206787
	Iteration 52Q: 3 clusters Score -1.183424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11834243.000000 Penalty: 3836.206787
	Iteration 53Q: 3 clusters Score -1.183424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133319 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11834253.000000 Penalty: 3836.206787
	Iteration 54Q: 3 clusters Score -1.183425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133319 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11834253.000000 Penalty: 3836.206787
	Iteration 55F: 3 clusters Score -1.183425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -372558.375000 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -372558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -368927.031250 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -368927 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -370121.125000 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -370121.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -370532.500000 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -370532.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -370908.343750 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -370908.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -371213.593750 Penalty: 2730.506348
	Iteration 4F: 3 clusters Score -371213.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -371456.031250 Penalty: 2730.506348
	Iteration 5F: 3 clusters Score -371456 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -371632.562500 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -371632.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -371761.406250 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -371761.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -371855.531250 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -371855.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -371922.250000 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -371922.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -372002.156250 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -372002.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -372071.843750 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -372071.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -372112.062500 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -372112.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -372134.437500 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -372134.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -372149.906250 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -372149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -372158.437500 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -372158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -372163.843750 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -372163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -372167.968750 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -372168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -372171.281250 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -372171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -372173.343750 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -372173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -372175.250000 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -372175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -372177.281250 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -372177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -372178.437500 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -372178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -372180.125000 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -372180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -372181.750000 Penalty: 2730.506348
	Iteration 24Q: 3 clusters Score -372181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -372181.468750 Penalty: 2730.506348
	Iteration 25Q: 3 clusters Score -372181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -372181.468750 Penalty: 2730.506348
	Iteration 26F: 3 clusters Score -372181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -457541.468750 Penalty: 1395.977295
	Iteration 0F: 2 clusters Score -457541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -453380.781250 Penalty: 2791.954590
	Iteration 0F: 3 clusters Score -453380.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -454644.750000 Penalty: 2791.954590
	Iteration 1F: 3 clusters Score -454644.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -454859.375000 Penalty: 2791.954590
	Iteration 2F: 3 clusters Score -454859.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -455004.875000 Penalty: 2791.954590
	Iteration 3F: 3 clusters Score -455004.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -455120.031250 Penalty: 2791.954590
	Iteration 4Q: 3 clusters Score -455120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -455190.750000 Penalty: 2791.954590
	Iteration 5Q: 3 clusters Score -455190.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -455250.843750 Penalty: 2791.954590
	Iteration 6Q: 3 clusters Score -455250.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -455303.093750 Penalty: 2791.954590
	Iteration 7Q: 3 clusters Score -455303.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -455352.468750 Penalty: 2791.954590
	Iteration 8Q: 3 clusters Score -455352.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -455408.468750 Penalty: 2791.954590
	Iteration 9Q: 3 clusters Score -455408.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -455471.437500 Penalty: 2791.954590
	Iteration 10Q: 3 clusters Score -455471.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -455531.468750 Penalty: 2791.954590
	Iteration 11Q: 3 clusters Score -455531.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -455595.656250 Penalty: 2791.954590
	Iteration 12Q: 3 clusters Score -455595.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -455645.031250 Penalty: 2791.954590
	Iteration 13Q: 3 clusters Score -455645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -455698.781250 Penalty: 2791.954590
	Iteration 14Q: 3 clusters Score -455698.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -455752.156250 Penalty: 2791.954590
	Iteration 15Q: 3 clusters Score -455752.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -455822.687500 Penalty: 2791.954590
	Iteration 16Q: 3 clusters Score -455822.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -455900.125000 Penalty: 2791.954590
	Iteration 17Q: 3 clusters Score -455900.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -455971.406250 Penalty: 2791.954590
	Iteration 18Q: 3 clusters Score -455971.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -456048.781250 Penalty: 2791.954590
	Iteration 19Q: 3 clusters Score -456048.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -456114.906250 Penalty: 2791.954590
	Iteration 20F: 3 clusters Score -456114.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -456158.437500 Penalty: 2791.954590
	Iteration 21Q: 3 clusters Score -456158.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -456198.031250 Penalty: 2791.954590
	Iteration 22Q: 3 clusters Score -456198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -456224.156250 Penalty: 2791.954590
	Iteration 23Q: 3 clusters Score -456224.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -456242.437500 Penalty: 2791.954590
	Iteration 24Q: 3 clusters Score -456242.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -456258.750000 Penalty: 2791.954590
	Iteration 25Q: 3 clusters Score -456258.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -456276.812500 Penalty: 2791.954590
	Iteration 26Q: 3 clusters Score -456276.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -456294.687500 Penalty: 2791.954590
	Iteration 27Q: 3 clusters Score -456294.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -456313.062500 Penalty: 2791.954590
	Iteration 28Q: 3 clusters Score -456313.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -456326.625000 Penalty: 2791.954590
	Iteration 29Q: 3 clusters Score -456326.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -456338.937500 Penalty: 2791.954590
	Iteration 30Q: 3 clusters Score -456338.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -456355.656250 Penalty: 2791.954590
	Iteration 31Q: 3 clusters Score -456355.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -456371.750000 Penalty: 2791.954590
	Iteration 32Q: 3 clusters Score -456371.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -456388.593750 Penalty: 2791.954590
	Iteration 33Q: 3 clusters Score -456388.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -456400.687500 Penalty: 2791.954590
	Iteration 34Q: 3 clusters Score -456400.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -456410.687500 Penalty: 2791.954590
	Iteration 35Q: 3 clusters Score -456410.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -456416.812500 Penalty: 2791.954590
	Iteration 36Q: 3 clusters Score -456416.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -456421.906250 Penalty: 2791.954590
	Iteration 37Q: 3 clusters Score -456421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -456426.843750 Penalty: 2791.954590
	Iteration 38Q: 3 clusters Score -456426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -456431.437500 Penalty: 2791.954590
	Iteration 39Q: 3 clusters Score -456431.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -456438.781250 Penalty: 2791.954590
	Iteration 40F: 3 clusters Score -456438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -456447.562500 Penalty: 2791.954590
	Iteration 41Q: 3 clusters Score -456447.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -456460.406250 Penalty: 2791.954590
	Iteration 42Q: 3 clusters Score -456460.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -456472.250000 Penalty: 2791.954590
	Iteration 43Q: 3 clusters Score -456472.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -456483.750000 Penalty: 2791.954590
	Iteration 44Q: 3 clusters Score -456483.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -456500.281250 Penalty: 2791.954590
	Iteration 45Q: 3 clusters Score -456500.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -456515.718750 Penalty: 2791.954590
	Iteration 46Q: 3 clusters Score -456515.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -456530.343750 Penalty: 2791.954590
	Iteration 47Q: 3 clusters Score -456530.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -456542.093750 Penalty: 2791.954590
	Iteration 48Q: 3 clusters Score -456542.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -456552.656250 Penalty: 2791.954590
	Iteration 49Q: 3 clusters Score -456552.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -456559.312500 Penalty: 2791.954590
	Iteration 50Q: 3 clusters Score -456559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -456566.312500 Penalty: 2791.954590
	Iteration 51Q: 3 clusters Score -456566.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -456573.312500 Penalty: 2791.954590
	Iteration 52Q: 3 clusters Score -456573.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -456580.156250 Penalty: 2791.954590
	Iteration 53Q: 3 clusters Score -456580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -456583.156250 Penalty: 2791.954590
	Iteration 54Q: 3 clusters Score -456583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -456585.500000 Penalty: 2791.954590
	Iteration 55Q: 3 clusters Score -456585.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -456586.000000 Penalty: 2791.954590
	Iteration 56Q: 3 clusters Score -456586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -456587.062500 Penalty: 2791.954590
	Iteration 57Q: 3 clusters Score -456587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -456589.000000 Penalty: 2791.954590
	Iteration 58Q: 3 clusters Score -456589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -456588.656250 Penalty: 2791.954590
	Iteration 59Q: 3 clusters Score -456588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -456590.687500 Penalty: 2791.954590
	Iteration 60F: 3 clusters Score -456590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -456590.843750 Penalty: 2791.954590
	Iteration 61Q: 3 clusters Score -456590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -456594.218750 Penalty: 2791.954590
	Iteration 62Q: 3 clusters Score -456594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -456596.281250 Penalty: 2791.954590
	Iteration 63Q: 3 clusters Score -456596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -456598.593750 Penalty: 2791.954590
	Iteration 64Q: 3 clusters Score -456598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -456601.187500 Penalty: 2791.954590
	Iteration 65Q: 3 clusters Score -456601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -456603.281250 Penalty: 2791.954590
	Iteration 66Q: 3 clusters Score -456603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -456606.312500 Penalty: 2791.954590
	Iteration 67Q: 3 clusters Score -456606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -456611.125000 Penalty: 2791.954590
	Iteration 68Q: 3 clusters Score -456611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -456613.812500 Penalty: 2791.954590
	Iteration 69Q: 3 clusters Score -456613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -456613.843750 Penalty: 2791.954590
	Iteration 70Q: 3 clusters Score -456613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -456614.812500 Penalty: 2791.954590
	Iteration 71Q: 3 clusters Score -456614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -456617.875000 Penalty: 2791.954590
	Iteration 72Q: 3 clusters Score -456617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -456617.375000 Penalty: 2791.954590
	Iteration 73Q: 3 clusters Score -456617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -456618.750000 Penalty: 2791.954590
	Iteration 74Q: 3 clusters Score -456618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -456618.312500 Penalty: 2791.954590
	Iteration 75Q: 3 clusters Score -456618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -456618.406250 Penalty: 2791.954590
	Iteration 76Q: 3 clusters Score -456618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -456618.781250 Penalty: 2791.954590
	Iteration 77Q: 3 clusters Score -456618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -456619.375000 Penalty: 2791.954590
	Iteration 78Q: 3 clusters Score -456619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -456619.031250 Penalty: 2791.954590
	Iteration 79Q: 3 clusters Score -456619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -456619.875000 Penalty: 2791.954590
	Iteration 80F: 3 clusters Score -456619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -456620.437500 Penalty: 2791.954590
	Iteration 81Q: 3 clusters Score -456620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -456620.343750 Penalty: 2791.954590
	Iteration 82Q: 3 clusters Score -456620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -456621.125000 Penalty: 2791.954590
	Iteration 83Q: 3 clusters Score -456621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -456621.312500 Penalty: 2791.954590
	Iteration 84Q: 3 clusters Score -456621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -456621.125000 Penalty: 2791.954590
	Iteration 85Q: 3 clusters Score -456621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -456621.125000 Penalty: 2791.954590
	Iteration 86F: 3 clusters Score -456621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -903602.937500 Penalty: 1501.893311
	Iteration 0F: 2 clusters Score -903602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -896276.500000 Penalty: 3003.786621
	Iteration 0F: 3 clusters Score -896276.5 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -898719.812500 Penalty: 3003.786621
	Iteration 1F: 3 clusters Score -898719.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -898999.000000 Penalty: 3003.786621
	Iteration 2F: 3 clusters Score -898999 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -899259.625000 Penalty: 3003.786621
	Iteration 3F: 3 clusters Score -899259.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -899546.687500 Penalty: 3003.786621
	Iteration 4Q: 3 clusters Score -899546.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -899844.375000 Penalty: 3003.786621
	Iteration 5Q: 3 clusters Score -899844.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -900158.937500 Penalty: 3003.786621
	Iteration 6F: 3 clusters Score -900158.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -900420.375000 Penalty: 3003.786621
	Iteration 7Q: 3 clusters Score -900420.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -900619.312500 Penalty: 3003.786621
	Iteration 8Q: 3 clusters Score -900619.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -900760.687500 Penalty: 3003.786621
	Iteration 9Q: 3 clusters Score -900760.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -900872.500000 Penalty: 3003.786621
	Iteration 10Q: 3 clusters Score -900872.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -900965.062500 Penalty: 3003.786621
	Iteration 11Q: 3 clusters Score -900965.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -901053.187500 Penalty: 3003.786621
	Iteration 12Q: 3 clusters Score -901053.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -901141.625000 Penalty: 3003.786621
	Iteration 13Q: 3 clusters Score -901141.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -901205.625000 Penalty: 3003.786621
	Iteration 14Q: 3 clusters Score -901205.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -901259.187500 Penalty: 3003.786621
	Iteration 15Q: 3 clusters Score -901259.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -901292.125000 Penalty: 3003.786621
	Iteration 16Q: 3 clusters Score -901292.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -901320.312500 Penalty: 3003.786621
	Iteration 17Q: 3 clusters Score -901320.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -901336.062500 Penalty: 3003.786621
	Iteration 18Q: 3 clusters Score -901336.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -901354.562500 Penalty: 3003.786621
	Iteration 19Q: 3 clusters Score -901354.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -901361.312500 Penalty: 3003.786621
	Iteration 20F: 3 clusters Score -901361.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -901372.812500 Penalty: 3003.786621
	Iteration 21Q: 3 clusters Score -901372.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -901377.625000 Penalty: 3003.786621
	Iteration 22Q: 3 clusters Score -901377.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -901384.750000 Penalty: 3003.786621
	Iteration 23Q: 3 clusters Score -901384.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -901392.125000 Penalty: 3003.786621
	Iteration 24Q: 3 clusters Score -901392.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -901400.375000 Penalty: 3003.786621
	Iteration 25Q: 3 clusters Score -901400.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -901408.000000 Penalty: 3003.786621
	Iteration 26Q: 3 clusters Score -901408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -901408.687500 Penalty: 3003.786621
	Iteration 27Q: 3 clusters Score -901408.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -901412.875000 Penalty: 3003.786621
	Iteration 28Q: 3 clusters Score -901412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -901414.062500 Penalty: 3003.786621
	Iteration 29Q: 3 clusters Score -901414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -901416.187500 Penalty: 3003.786621
	Iteration 30Q: 3 clusters Score -901416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -901419.250000 Penalty: 3003.786621
	Iteration 31Q: 3 clusters Score -901419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -901421.875000 Penalty: 3003.786621
	Iteration 32Q: 3 clusters Score -901421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -901424.000000 Penalty: 3003.786621
	Iteration 33Q: 3 clusters Score -901424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -901425.500000 Penalty: 3003.786621
	Iteration 34Q: 3 clusters Score -901425.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -901430.125000 Penalty: 3003.786621
	Iteration 35Q: 3 clusters Score -901430.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -901432.500000 Penalty: 3003.786621
	Iteration 36Q: 3 clusters Score -901432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -901436.625000 Penalty: 3003.786621
	Iteration 37Q: 3 clusters Score -901436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -901437.125000 Penalty: 3003.786621
	Iteration 38Q: 3 clusters Score -901437.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -901441.750000 Penalty: 3003.786621
	Iteration 39Q: 3 clusters Score -901441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -901448.437500 Penalty: 3003.786621
	Iteration 40F: 3 clusters Score -901448.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -901451.875000 Penalty: 3003.786621
	Iteration 41Q: 3 clusters Score -901451.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -901456.687500 Penalty: 3003.786621
	Iteration 42Q: 3 clusters Score -901456.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -901464.187500 Penalty: 3003.786621
	Iteration 43Q: 3 clusters Score -901464.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -901467.062500 Penalty: 3003.786621
	Iteration 44Q: 3 clusters Score -901467.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -901470.187500 Penalty: 3003.786621
	Iteration 45Q: 3 clusters Score -901470.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -901474.875000 Penalty: 3003.786621
	Iteration 46Q: 3 clusters Score -901474.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -901479.437500 Penalty: 3003.786621
	Iteration 47Q: 3 clusters Score -901479.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -901484.187500 Penalty: 3003.786621
	Iteration 48Q: 3 clusters Score -901484.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -901488.875000 Penalty: 3003.786621
	Iteration 49Q: 3 clusters Score -901488.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -901494.375000 Penalty: 3003.786621
	Iteration 50Q: 3 clusters Score -901494.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -901500.625000 Penalty: 3003.786621
	Iteration 51Q: 3 clusters Score -901500.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -901505.625000 Penalty: 3003.786621
	Iteration 52Q: 3 clusters Score -901505.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -901514.125000 Penalty: 3003.786621
	Iteration 53Q: 3 clusters Score -901514.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -901516.875000 Penalty: 3003.786621
	Iteration 54Q: 3 clusters Score -901516.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -901517.937500 Penalty: 3003.786621
	Iteration 55Q: 3 clusters Score -901517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -901527.812500 Penalty: 3003.786621
	Iteration 56Q: 3 clusters Score -901527.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -901534.562500 Penalty: 3003.786621
	Iteration 57Q: 3 clusters Score -901534.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -901538.062500 Penalty: 3003.786621
	Iteration 58Q: 3 clusters Score -901538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -901545.812500 Penalty: 3003.786621
	Iteration 59Q: 3 clusters Score -901545.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -901557.812500 Penalty: 3003.786621
	Iteration 60F: 3 clusters Score -901557.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -901569.562500 Penalty: 3003.786621
	Iteration 61Q: 3 clusters Score -901569.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -901575.875000 Penalty: 3003.786621
	Iteration 62Q: 3 clusters Score -901575.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -901585.687500 Penalty: 3003.786621
	Iteration 63Q: 3 clusters Score -901585.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -901593.687500 Penalty: 3003.786621
	Iteration 64Q: 3 clusters Score -901593.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -901607.375000 Penalty: 3003.786621
	Iteration 65Q: 3 clusters Score -901607.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -901619.187500 Penalty: 3003.786621
	Iteration 66Q: 3 clusters Score -901619.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -901628.625000 Penalty: 3003.786621
	Iteration 67Q: 3 clusters Score -901628.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -901646.625000 Penalty: 3003.786621
	Iteration 68Q: 3 clusters Score -901646.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -901666.375000 Penalty: 3003.786621
	Iteration 69Q: 3 clusters Score -901666.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -901699.000000 Penalty: 3003.786621
	Iteration 70Q: 3 clusters Score -901699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -901732.875000 Penalty: 3003.786621
	Iteration 71Q: 3 clusters Score -901732.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -901774.312500 Penalty: 3003.786621
	Iteration 72Q: 3 clusters Score -901774.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -901809.187500 Penalty: 3003.786621
	Iteration 73Q: 3 clusters Score -901809.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -901857.750000 Penalty: 3003.786621
	Iteration 74Q: 3 clusters Score -901857.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -901914.250000 Penalty: 3003.786621
	Iteration 75Q: 3 clusters Score -901914.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -901963.375000 Penalty: 3003.786621
	Iteration 76Q: 3 clusters Score -901963.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -902020.312500 Penalty: 3003.786621
	Iteration 77Q: 3 clusters Score -902020.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -902072.562500 Penalty: 3003.786621
	Iteration 78Q: 3 clusters Score -902072.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -902118.812500 Penalty: 3003.786621
	Iteration 79Q: 3 clusters Score -902118.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -902164.750000 Penalty: 3003.786621
	Iteration 80F: 3 clusters Score -902164.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -902222.187500 Penalty: 3003.786621
	Iteration 81Q: 3 clusters Score -902222.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -902261.937500 Penalty: 3003.786621
	Iteration 82Q: 3 clusters Score -902261.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -902299.562500 Penalty: 3003.786621
	Iteration 83Q: 3 clusters Score -902299.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -902320.625000 Penalty: 3003.786621
	Iteration 84Q: 3 clusters Score -902320.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -902336.750000 Penalty: 3003.786621
	Iteration 85Q: 3 clusters Score -902336.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -902344.125000 Penalty: 3003.786621
	Iteration 86Q: 3 clusters Score -902344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -902350.625000 Penalty: 3003.786621
	Iteration 87Q: 3 clusters Score -902350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -902357.812500 Penalty: 3003.786621
	Iteration 88Q: 3 clusters Score -902357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -902361.937500 Penalty: 3003.786621
	Iteration 89Q: 3 clusters Score -902361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -902365.500000 Penalty: 3003.786621
	Iteration 90Q: 3 clusters Score -902365.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -902366.687500 Penalty: 3003.786621
	Iteration 91Q: 3 clusters Score -902366.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -902369.250000 Penalty: 3003.786621
	Iteration 92Q: 3 clusters Score -902369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -902372.437500 Penalty: 3003.786621
	Iteration 93Q: 3 clusters Score -902372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -902373.250000 Penalty: 3003.786621
	Iteration 94Q: 3 clusters Score -902373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -902374.937500 Penalty: 3003.786621
	Iteration 95Q: 3 clusters Score -902374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -902376.625000 Penalty: 3003.786621
	Iteration 96Q: 3 clusters Score -902376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -902378.625000 Penalty: 3003.786621
	Iteration 97Q: 3 clusters Score -902378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -902380.125000 Penalty: 3003.786621
	Iteration 98Q: 3 clusters Score -902380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -902380.562500 Penalty: 3003.786621
	Iteration 99Q: 3 clusters Score -902380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -902382.937500 Penalty: 3003.786621
	Iteration 100F: 3 clusters Score -902382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -902385.687500 Penalty: 3003.786621
	Iteration 101Q: 3 clusters Score -902385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -902387.062500 Penalty: 3003.786621
	Iteration 102Q: 3 clusters Score -902387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -902390.250000 Penalty: 3003.786621
	Iteration 103Q: 3 clusters Score -902390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -902391.125000 Penalty: 3003.786621
	Iteration 104Q: 3 clusters Score -902391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -902392.312500 Penalty: 3003.786621
	Iteration 105Q: 3 clusters Score -902392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -902392.750000 Penalty: 3003.786621
	Iteration 106Q: 3 clusters Score -902392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -902393.500000 Penalty: 3003.786621
	Iteration 107Q: 3 clusters Score -902393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -902396.500000 Penalty: 3003.786621
	Iteration 108Q: 3 clusters Score -902396.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -902398.812500 Penalty: 3003.786621
	Iteration 109Q: 3 clusters Score -902398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -902398.375000 Penalty: 3003.786621
	Iteration 110Q: 3 clusters Score -902398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -902399.437500 Penalty: 3003.786621
	Iteration 111Q: 3 clusters Score -902399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -902404.312500 Penalty: 3003.786621
	Iteration 112Q: 3 clusters Score -902404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -902403.812500 Penalty: 3003.786621
	Iteration 113Q: 3 clusters Score -902403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -902403.687500 Penalty: 3003.786621
	Iteration 114Q: 3 clusters Score -902403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -902405.250000 Penalty: 3003.786621
	Iteration 115Q: 3 clusters Score -902405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -902405.250000 Penalty: 3003.786621
	Iteration 116F: 3 clusters Score -902405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Entering Unmasked Estep 
Score: -4151880.500000 Penalty: 1749.803467
	Iteration 0F: 2 clusters Score -4151880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4119933.500000 Penalty: 3499.606934
	Iteration 0F: 3 clusters Score -4119934 nChanged 22279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4132760.250000 Penalty: 3499.606934
	Iteration 1F: 3 clusters Score -4132760 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4133482.750000 Penalty: 3499.606934
	Iteration 2Q: 3 clusters Score -4133483 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4134494.250000 Penalty: 3499.606934
	Iteration 3Q: 3 clusters Score -4134494 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4135972.000000 Penalty: 3499.606934
	Iteration 4F: 3 clusters Score -4135972 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4138206.250000 Penalty: 3499.606934
	Iteration 5F: 3 clusters Score -4138206 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4141355.750000 Penalty: 3499.606934
	Iteration 6F: 3 clusters Score -4141356 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4144914.750000 Penalty: 3499.606934
	Iteration 7F: 3 clusters Score -4144915 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4147819.750000 Penalty: 3499.606934
	Iteration 8F: 3 clusters Score -4147820 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4149585.750000 Penalty: 3499.606934
	Iteration 9Q: 3 clusters Score -4149586 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4150542.000000 Penalty: 3499.606934
	Iteration 10Q: 3 clusters Score -4150542 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4151191.250000 Penalty: 3499.606934
	Iteration 11Q: 3 clusters Score -4151191 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4151397.750000 Penalty: 3499.606934
	Iteration 12Q: 3 clusters Score -4151398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4151490.000000 Penalty: 3499.606934
	Iteration 13Q: 3 clusters Score -4151490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4151515.750000 Penalty: 3499.606934
	Iteration 14Q: 3 clusters Score -4151516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4151527.000000 Penalty: 3499.606934
	Iteration 15Q: 3 clusters Score -4151527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4151536.250000 Penalty: 3499.606934
	Iteration 16Q: 3 clusters Score -4151536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4151556.750000 Penalty: 3499.606934
	Iteration 17Q: 3 clusters Score -4151557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4151556.750000 Penalty: 3499.606934
	Iteration 18Q: 3 clusters Score -4151557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4151561.500000 Penalty: 3499.606934
	Iteration 19Q: 3 clusters Score -4151562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4151575.250000 Penalty: 3499.606934
	Iteration 20F: 3 clusters Score -4151575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4151583.750000 Penalty: 3499.606934
	Iteration 21Q: 3 clusters Score -4151584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4151588.500000 Penalty: 3499.606934
	Iteration 22Q: 3 clusters Score -4151588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4151588.000000 Penalty: 3499.606934
	Iteration 23Q: 3 clusters Score -4151588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4151594.250000 Penalty: 3499.606934
	Iteration 24Q: 3 clusters Score -4151594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4151595.500000 Penalty: 3499.606934
	Iteration 25Q: 3 clusters Score -4151596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4151594.000000 Penalty: 3499.606934
	Iteration 26Q: 3 clusters Score -4151594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4151588.500000 Penalty: 3499.606934
	Iteration 27Q: 3 clusters Score -4151588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4151591.000000 Penalty: 3499.606934
	Iteration 28Q: 3 clusters Score -4151591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4151590.750000 Penalty: 3499.606934
	Iteration 29Q: 3 clusters Score -4151591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4151589.500000 Penalty: 3499.606934
	Iteration 30Q: 3 clusters Score -4151590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4151590.750000 Penalty: 3499.606934
	Iteration 31Q: 3 clusters Score -4151591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4151590.000000 Penalty: 3499.606934
	Iteration 32Q: 3 clusters Score -4151590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4151591.000000 Penalty: 3499.606934
	Iteration 33Q: 3 clusters Score -4151591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4151595.250000 Penalty: 3499.606934
	Iteration 34Q: 3 clusters Score -4151595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4151600.000000 Penalty: 3499.606934
	Iteration 35Q: 3 clusters Score -4151600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4151600.000000 Penalty: 3499.606934
	Iteration 36F: 3 clusters Score -4151600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Entering Unmasked Estep 
Score: -1833397.000000 Penalty: 1615.885376
	Iteration 0F: 2 clusters Score -1833397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1819197.875000 Penalty: 3231.770752
	Iteration 0F: 3 clusters Score -1819198 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1824506.500000 Penalty: 3231.770752
	Iteration 1F: 3 clusters Score -1824506 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1825118.750000 Penalty: 3231.770752
	Iteration 2F: 3 clusters Score -1825119 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1825856.250000 Penalty: 3231.770752
	Iteration 3F: 3 clusters Score -1825856 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1826689.875000 Penalty: 3231.770752
	Iteration 4F: 3 clusters Score -1826690 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1827616.000000 Penalty: 3231.770752
	Iteration 5F: 3 clusters Score -1827616 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1828545.625000 Penalty: 3231.770752
	Iteration 6F: 3 clusters Score -1828546 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1829428.250000 Penalty: 3231.770752
	Iteration 7F: 3 clusters Score -1829428 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1830222.500000 Penalty: 3231.770752
	Iteration 8F: 3 clusters Score -1830222 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1830850.375000 Penalty: 3231.770752
	Iteration 9Q: 3 clusters Score -1830850 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1831317.125000 Penalty: 3231.770752
	Iteration 10Q: 3 clusters Score -1831317 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1831651.750000 Penalty: 3231.770752
	Iteration 11Q: 3 clusters Score -1831652 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1831874.625000 Penalty: 3231.770752
	Iteration 12Q: 3 clusters Score -1831875 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1831998.750000 Penalty: 3231.770752
	Iteration 13Q: 3 clusters Score -1831999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1832087.125000 Penalty: 3231.770752
	Iteration 14Q: 3 clusters Score -1832087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1832142.000000 Penalty: 3231.770752
	Iteration 15Q: 3 clusters Score -1832142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1832187.500000 Penalty: 3231.770752
	Iteration 16Q: 3 clusters Score -1832188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1832230.875000 Penalty: 3231.770752
	Iteration 17Q: 3 clusters Score -1832231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1832266.625000 Penalty: 3231.770752
	Iteration 18Q: 3 clusters Score -1832267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1832301.500000 Penalty: 3231.770752
	Iteration 19Q: 3 clusters Score -1832302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1832329.125000 Penalty: 3231.770752
	Iteration 20F: 3 clusters Score -1832329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1832344.125000 Penalty: 3231.770752
	Iteration 21Q: 3 clusters Score -1832344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1832353.750000 Penalty: 3231.770752
	Iteration 22Q: 3 clusters Score -1832354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1832366.750000 Penalty: 3231.770752
	Iteration 23Q: 3 clusters Score -1832367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1832378.250000 Penalty: 3231.770752
	Iteration 24Q: 3 clusters Score -1832378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1832386.250000 Penalty: 3231.770752
	Iteration 25Q: 3 clusters Score -1832386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1832388.625000 Penalty: 3231.770752
	Iteration 26Q: 3 clusters Score -1832389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1832391.250000 Penalty: 3231.770752
	Iteration 27Q: 3 clusters Score -1832391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1832395.125000 Penalty: 3231.770752
	Iteration 28Q: 3 clusters Score -1832395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1832393.375000 Penalty: 3231.770752
	Iteration 29Q: 3 clusters Score -1832393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1832395.750000 Penalty: 3231.770752
	Iteration 30Q: 3 clusters Score -1832396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1832398.875000 Penalty: 3231.770752
	Iteration 31Q: 3 clusters Score -1832399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1832401.000000 Penalty: 3231.770752
	Iteration 32Q: 3 clusters Score -1832401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1832400.875000 Penalty: 3231.770752
	Iteration 33Q: 3 clusters Score -1832401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1832399.875000 Penalty: 3231.770752
	Iteration 34Q: 3 clusters Score -1832400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1832401.625000 Penalty: 3231.770752
	Iteration 35Q: 3 clusters Score -1832402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1832401.000000 Penalty: 3231.770752
	Iteration 36Q: 3 clusters Score -1832401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1832401.500000 Penalty: 3231.770752
	Iteration 37Q: 3 clusters Score -1832402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1832401.500000 Penalty: 3231.770752
	Iteration 38F: 3 clusters Score -1832402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -132866.578125 Penalty: 1202.302734
	Iteration 0F: 2 clusters Score -132866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -131008.687500 Penalty: 2404.605469
	Iteration 0F: 3 clusters Score -131008.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -131421.421875 Penalty: 2404.605469
	Iteration 1F: 3 clusters Score -131421.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131534.484375 Penalty: 2404.605469
	Iteration 2F: 3 clusters Score -131534.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -131593.187500 Penalty: 2404.605469
	Iteration 3Q: 3 clusters Score -131593.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131643.453125 Penalty: 2404.605469
	Iteration 4Q: 3 clusters Score -131643.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131694.625000 Penalty: 2404.605469
	Iteration 5Q: 3 clusters Score -131694.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131752.328125 Penalty: 2404.605469
	Iteration 6Q: 3 clusters Score -131752.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131800.250000 Penalty: 2404.605469
	Iteration 7Q: 3 clusters Score -131800.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131827.937500 Penalty: 2404.605469
	Iteration 8Q: 3 clusters Score -131827.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -131851.656250 Penalty: 2404.605469
	Iteration 9Q: 3 clusters Score -131851.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -131864.843750 Penalty: 2404.605469
	Iteration 10Q: 3 clusters Score -131864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131873.343750 Penalty: 2404.605469
	Iteration 11Q: 3 clusters Score -131873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131880.187500 Penalty: 2404.605469
	Iteration 12Q: 3 clusters Score -131880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -131885.328125 Penalty: 2404.605469
	Iteration 13Q: 3 clusters Score -131885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131887.375000 Penalty: 2404.605469
	Iteration 14Q: 3 clusters Score -131887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131887.671875 Penalty: 2404.605469
	Iteration 15Q: 3 clusters Score -131887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131887.671875 Penalty: 2404.605469
	Iteration 16F: 3 clusters Score -131887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Entering Unmasked Estep 
Score: -2003152.250000 Penalty: 1649.120117
	Iteration 0F: 2 clusters Score -2003152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1985856.875000 Penalty: 3298.240234
	Iteration 0F: 3 clusters Score -1985857 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1992507.500000 Penalty: 3298.240234
	Iteration 1F: 3 clusters Score -1992508 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1993203.500000 Penalty: 3298.240234
	Iteration 2F: 3 clusters Score -1993204 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1994065.375000 Penalty: 3298.240234
	Iteration 3F: 3 clusters Score -1994065 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1994991.625000 Penalty: 3298.240234
	Iteration 4F: 3 clusters Score -1994992 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1996017.250000 Penalty: 3298.240234
	Iteration 5F: 3 clusters Score -1996017 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1997047.000000 Penalty: 3298.240234
	Iteration 6F: 3 clusters Score -1997047 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1998134.000000 Penalty: 3298.240234
	Iteration 7F: 3 clusters Score -1998134 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1999200.625000 Penalty: 3298.240234
	Iteration 8F: 3 clusters Score -1999201 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2000126.375000 Penalty: 3298.240234
	Iteration 9Q: 3 clusters Score -2000126 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2000804.750000 Penalty: 3298.240234
	Iteration 10Q: 3 clusters Score -2000805 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2001249.625000 Penalty: 3298.240234
	Iteration 11Q: 3 clusters Score -2001250 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2001513.750000 Penalty: 3298.240234
	Iteration 12Q: 3 clusters Score -2001514 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2001644.375000 Penalty: 3298.240234
	Iteration 13Q: 3 clusters Score -2001644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2001715.250000 Penalty: 3298.240234
	Iteration 14Q: 3 clusters Score -2001715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2001764.000000 Penalty: 3298.240234
	Iteration 15Q: 3 clusters Score -2001764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2001795.625000 Penalty: 3298.240234
	Iteration 16Q: 3 clusters Score -2001796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2001806.125000 Penalty: 3298.240234
	Iteration 17Q: 3 clusters Score -2001806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -2001812.500000 Penalty: 3298.240234
	Iteration 18Q: 3 clusters Score -2001812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -2001813.375000 Penalty: 3298.240234
	Iteration 19Q: 3 clusters Score -2001813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2001818.000000 Penalty: 3298.240234
	Iteration 20F: 3 clusters Score -2001818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2001820.000000 Penalty: 3298.240234
	Iteration 21Q: 3 clusters Score -2001820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2001823.125000 Penalty: 3298.240234
	Iteration 22Q: 3 clusters Score -2001823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2001823.125000 Penalty: 3298.240234
	Iteration 23F: 3 clusters Score -2001823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -105840.460938 Penalty: 1201.104980
	Iteration 0F: 2 clusters Score -105840.5 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 779 members 
Entering Unmasked Estep 
Score: -104029.687500 Penalty: 2402.209961
	Iteration 0F: 3 clusters Score -104029.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104661.015625 Penalty: 2402.209961
	Iteration 1F: 3 clusters Score -104661 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104883.289062 Penalty: 2402.209961
	Iteration 2F: 3 clusters Score -104883.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -105021.320312 Penalty: 2402.209961
	Iteration 3F: 3 clusters Score -105021.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -105106.843750 Penalty: 2402.209961
	Iteration 4Q: 3 clusters Score -105106.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -105158.765625 Penalty: 2402.209961
	Iteration 5Q: 3 clusters Score -105158.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -105218.335938 Penalty: 2402.209961
	Iteration 6Q: 3 clusters Score -105218.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -105254.648438 Penalty: 2402.209961
	Iteration 7Q: 3 clusters Score -105254.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105272.312500 Penalty: 2402.209961
	Iteration 8Q: 3 clusters Score -105272.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105303.171875 Penalty: 2402.209961
	Iteration 9Q: 3 clusters Score -105303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -105326.562500 Penalty: 2402.209961
	Iteration 10Q: 3 clusters Score -105326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -105339.937500 Penalty: 2402.209961
	Iteration 11Q: 3 clusters Score -105339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105348.085938 Penalty: 2402.209961
	Iteration 12Q: 3 clusters Score -105348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -105349.437500 Penalty: 2402.209961
	Iteration 13Q: 3 clusters Score -105349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105351.820312 Penalty: 2402.209961
	Iteration 14Q: 3 clusters Score -105351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -105354.421875 Penalty: 2402.209961
	Iteration 15Q: 3 clusters Score -105354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -105355.375000 Penalty: 2402.209961
	Iteration 16Q: 3 clusters Score -105355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -105355.375000 Penalty: 2402.209961
	Iteration 17F: 3 clusters Score -105355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -392209.312500 Penalty: 1377.951050
	Iteration 0F: 2 clusters Score -392209.3 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 2363 members 
Entering Unmasked Estep 
Score: -388357.343750 Penalty: 2755.902100
	Iteration 0F: 3 clusters Score -388357.3 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -389707.906250 Penalty: 2755.902100
	Iteration 1F: 3 clusters Score -389707.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -390143.062500 Penalty: 2755.902100
	Iteration 2F: 3 clusters Score -390143.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -390578.093750 Penalty: 2755.902100
	Iteration 3F: 3 clusters Score -390578.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -390938.281250 Penalty: 2755.902100
	Iteration 4F: 3 clusters Score -390938.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -391169.937500 Penalty: 2755.902100
	Iteration 5F: 3 clusters Score -391169.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -391306.625000 Penalty: 2755.902100
	Iteration 6Q: 3 clusters Score -391306.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -391385.437500 Penalty: 2755.902100
	Iteration 7Q: 3 clusters Score -391385.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -391441.625000 Penalty: 2755.902100
	Iteration 8Q: 3 clusters Score -391441.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -391477.250000 Penalty: 2755.902100
	Iteration 9Q: 3 clusters Score -391477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -391506.343750 Penalty: 2755.902100
	Iteration 10Q: 3 clusters Score -391506.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -391528.437500 Penalty: 2755.902100
	Iteration 11Q: 3 clusters Score -391528.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -391547.250000 Penalty: 2755.902100
	Iteration 12Q: 3 clusters Score -391547.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -391560.968750 Penalty: 2755.902100
	Iteration 13Q: 3 clusters Score -391561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -391578.250000 Penalty: 2755.902100
	Iteration 14Q: 3 clusters Score -391578.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -391593.062500 Penalty: 2755.902100
	Iteration 15Q: 3 clusters Score -391593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -391606.031250 Penalty: 2755.902100
	Iteration 16Q: 3 clusters Score -391606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -391614.875000 Penalty: 2755.902100
	Iteration 17Q: 3 clusters Score -391614.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -391623.718750 Penalty: 2755.902100
	Iteration 18Q: 3 clusters Score -391623.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -391632.312500 Penalty: 2755.902100
	Iteration 19Q: 3 clusters Score -391632.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -391642.312500 Penalty: 2755.902100
	Iteration 20F: 3 clusters Score -391642.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -391651.750000 Penalty: 2755.902100
	Iteration 21Q: 3 clusters Score -391651.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -391659.687500 Penalty: 2755.902100
	Iteration 22Q: 3 clusters Score -391659.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -391666.875000 Penalty: 2755.902100
	Iteration 23Q: 3 clusters Score -391666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -391672.968750 Penalty: 2755.902100
	Iteration 24Q: 3 clusters Score -391673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -391677.093750 Penalty: 2755.902100
	Iteration 25Q: 3 clusters Score -391677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -391679.656250 Penalty: 2755.902100
	Iteration 26Q: 3 clusters Score -391679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -391682.687500 Penalty: 2755.902100
	Iteration 27Q: 3 clusters Score -391682.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -391687.218750 Penalty: 2755.902100
	Iteration 28Q: 3 clusters Score -391687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -391690.843750 Penalty: 2755.902100
	Iteration 29Q: 3 clusters Score -391690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -391696.093750 Penalty: 2755.902100
	Iteration 30Q: 3 clusters Score -391696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -391699.593750 Penalty: 2755.902100
	Iteration 31Q: 3 clusters Score -391699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -391703.250000 Penalty: 2755.902100
	Iteration 32Q: 3 clusters Score -391703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -391705.937500 Penalty: 2755.902100
	Iteration 33Q: 3 clusters Score -391705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -391709.187500 Penalty: 2755.902100
	Iteration 34Q: 3 clusters Score -391709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -391712.625000 Penalty: 2755.902100
	Iteration 35Q: 3 clusters Score -391712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -391718.937500 Penalty: 2755.902100
	Iteration 36Q: 3 clusters Score -391718.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391727.062500 Penalty: 2755.902100
	Iteration 37Q: 3 clusters Score -391727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -391745.250000 Penalty: 2755.902100
	Iteration 38Q: 3 clusters Score -391745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -391778.281250 Penalty: 2755.902100
	Iteration 39Q: 3 clusters Score -391778.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -391835.500000 Penalty: 2755.902100
	Iteration 40F: 3 clusters Score -391835.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -391901.343750 Penalty: 2755.902100
	Iteration 41Q: 3 clusters Score -391901.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -391978.593750 Penalty: 2755.902100
	Iteration 42Q: 3 clusters Score -391978.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -392020.781250 Penalty: 2755.902100
	Iteration 43Q: 3 clusters Score -392020.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -392036.656250 Penalty: 2755.902100
	Iteration 44Q: 3 clusters Score -392036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -392044.843750 Penalty: 2755.902100
	Iteration 45Q: 3 clusters Score -392044.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -392051.750000 Penalty: 2755.902100
	Iteration 46Q: 3 clusters Score -392051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -392055.937500 Penalty: 2755.902100
	Iteration 47Q: 3 clusters Score -392055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -392060.250000 Penalty: 2755.902100
	Iteration 48Q: 3 clusters Score -392060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -392062.156250 Penalty: 2755.902100
	Iteration 49Q: 3 clusters Score -392062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -392064.375000 Penalty: 2755.902100
	Iteration 50Q: 3 clusters Score -392064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -392066.406250 Penalty: 2755.902100
	Iteration 51Q: 3 clusters Score -392066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -392068.656250 Penalty: 2755.902100
	Iteration 52Q: 3 clusters Score -392068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -392069.281250 Penalty: 2755.902100
	Iteration 53Q: 3 clusters Score -392069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -392070.156250 Penalty: 2755.902100
	Iteration 54Q: 3 clusters Score -392070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -392071.031250 Penalty: 2755.902100
	Iteration 55Q: 3 clusters Score -392071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -392072.062500 Penalty: 2755.902100
	Iteration 56Q: 3 clusters Score -392072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -392072.468750 Penalty: 2755.902100
	Iteration 57Q: 3 clusters Score -392072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -392073.500000 Penalty: 2755.902100
	Iteration 58Q: 3 clusters Score -392073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -392074.250000 Penalty: 2755.902100
	Iteration 59Q: 3 clusters Score -392074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -392075.875000 Penalty: 2755.902100
	Iteration 60F: 3 clusters Score -392075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -392076.218750 Penalty: 2755.902100
	Iteration 61Q: 3 clusters Score -392076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -392078.625000 Penalty: 2755.902100
	Iteration 62Q: 3 clusters Score -392078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -392080.406250 Penalty: 2755.902100
	Iteration 63Q: 3 clusters Score -392080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -392081.625000 Penalty: 2755.902100
	Iteration 64Q: 3 clusters Score -392081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -392082.812500 Penalty: 2755.902100
	Iteration 65Q: 3 clusters Score -392082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -392084.312500 Penalty: 2755.902100
	Iteration 66Q: 3 clusters Score -392084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -392086.750000 Penalty: 2755.902100
	Iteration 67Q: 3 clusters Score -392086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -392088.281250 Penalty: 2755.902100
	Iteration 68Q: 3 clusters Score -392088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -392090.593750 Penalty: 2755.902100
	Iteration 69Q: 3 clusters Score -392090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -392095.906250 Penalty: 2755.902100
	Iteration 70Q: 3 clusters Score -392095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -392102.156250 Penalty: 2755.902100
	Iteration 71Q: 3 clusters Score -392102.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -392117.406250 Penalty: 2755.902100
	Iteration 72Q: 3 clusters Score -392117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -392145.468750 Penalty: 2755.902100
	Iteration 73Q: 3 clusters Score -392145.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -392205.343750 Penalty: 2755.902100
	Iteration 74Q: 3 clusters Score -392205.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -392292.906250 Penalty: 2755.902100
	Iteration 75Q: 3 clusters Score -392292.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -392369.906250 Penalty: 2755.902100
	Iteration 76Q: 3 clusters Score -392369.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -392412.156250 Penalty: 2755.902100
	Iteration 77Q: 3 clusters Score -392412.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -392432.187500 Penalty: 2755.902100
	Iteration 78Q: 3 clusters Score -392432.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -392446.968750 Penalty: 2755.902100
	Iteration 79Q: 3 clusters Score -392447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -392451.437500 Penalty: 2755.902100
	Iteration 80F: 3 clusters Score -392451.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -392453.843750 Penalty: 2755.902100
	Iteration 81Q: 3 clusters Score -392453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -392455.375000 Penalty: 2755.902100
	Iteration 82Q: 3 clusters Score -392455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -392455.875000 Penalty: 2755.902100
	Iteration 83Q: 3 clusters Score -392455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -392456.593750 Penalty: 2755.902100
	Iteration 84Q: 3 clusters Score -392456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -392458.062500 Penalty: 2755.902100
	Iteration 85Q: 3 clusters Score -392458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -392459.500000 Penalty: 2755.902100
	Iteration 86Q: 3 clusters Score -392459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -392459.500000 Penalty: 2755.902100
	Iteration 87F: 3 clusters Score -392459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47478 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 3222 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 99542 members 
Mstep: Class 33 contains 1594 members 
Entering Unmasked Estep 
Score: -76326096.000000 Penalty: 73493.570312
Splitting cluster 26 changes total score from -76326816.000000 to -76326096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -75585.773438 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -75585.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74164.101562 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -74164.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74512.640625 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -74512.64 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74827.828125 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -74827.83 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75198.843750 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -75198.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75363.648438 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -75363.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75497.101562 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -75497.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75561.351562 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -75561.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -75595.070312 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -75595.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75612.085938 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -75612.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75622.000000 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -75622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75638.640625 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -75638.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75651.460938 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -75651.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75651.460938 Penalty: 2226.978760
	Iteration 12F: 3 clusters Score -75651.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47478 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 99542 members 
Mstep: Class 33 contains 201 members 
Entering Unmasked Estep 
Score: -76325744.000000 Penalty: 73493.570312
Splitting cluster 27 changes total score from -76326816.000000 to -76325744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Entering Unmasked Estep 
Score: -936994.812500 Penalty: 1502.521484
	Iteration 0F: 2 clusters Score -936994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -929567.437500 Penalty: 3005.042969
	Iteration 0F: 3 clusters Score -929567.4 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -932046.187500 Penalty: 3005.042969
	Iteration 1F: 3 clusters Score -932046.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -932323.375000 Penalty: 3005.042969
	Iteration 2F: 3 clusters Score -932323.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -932575.750000 Penalty: 3005.042969
	Iteration 3F: 3 clusters Score -932575.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -932806.750000 Penalty: 3005.042969
	Iteration 4Q: 3 clusters Score -932806.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -933001.937500 Penalty: 3005.042969
	Iteration 5Q: 3 clusters Score -933001.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -933188.375000 Penalty: 3005.042969
	Iteration 6Q: 3 clusters Score -933188.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -933403.000000 Penalty: 3005.042969
	Iteration 7Q: 3 clusters Score -933403 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -933669.562500 Penalty: 3005.042969
	Iteration 8Q: 3 clusters Score -933669.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -933923.187500 Penalty: 3005.042969
	Iteration 9Q: 3 clusters Score -933923.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -934182.812500 Penalty: 3005.042969
	Iteration 10Q: 3 clusters Score -934182.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -934467.625000 Penalty: 3005.042969
	Iteration 11Q: 3 clusters Score -934467.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -934712.375000 Penalty: 3005.042969
	Iteration 12Q: 3 clusters Score -934712.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -934892.812500 Penalty: 3005.042969
	Iteration 13Q: 3 clusters Score -934892.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -935055.625000 Penalty: 3005.042969
	Iteration 14Q: 3 clusters Score -935055.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -935187.875000 Penalty: 3005.042969
	Iteration 15Q: 3 clusters Score -935187.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -935304.312500 Penalty: 3005.042969
	Iteration 16Q: 3 clusters Score -935304.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -935402.812500 Penalty: 3005.042969
	Iteration 17Q: 3 clusters Score -935402.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -935460.562500 Penalty: 3005.042969
	Iteration 18Q: 3 clusters Score -935460.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -935504.062500 Penalty: 3005.042969
	Iteration 19Q: 3 clusters Score -935504.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -935543.000000 Penalty: 3005.042969
	Iteration 20F: 3 clusters Score -935543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -935583.125000 Penalty: 3005.042969
	Iteration 21Q: 3 clusters Score -935583.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -935609.687500 Penalty: 3005.042969
	Iteration 22Q: 3 clusters Score -935609.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -935624.562500 Penalty: 3005.042969
	Iteration 23Q: 3 clusters Score -935624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -935645.625000 Penalty: 3005.042969
	Iteration 24Q: 3 clusters Score -935645.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -935663.187500 Penalty: 3005.042969
	Iteration 25Q: 3 clusters Score -935663.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -935678.750000 Penalty: 3005.042969
	Iteration 26Q: 3 clusters Score -935678.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -935688.687500 Penalty: 3005.042969
	Iteration 27Q: 3 clusters Score -935688.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -935708.312500 Penalty: 3005.042969
	Iteration 28Q: 3 clusters Score -935708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -935716.875000 Penalty: 3005.042969
	Iteration 29Q: 3 clusters Score -935716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -935725.312500 Penalty: 3005.042969
	Iteration 30Q: 3 clusters Score -935725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -935734.062500 Penalty: 3005.042969
	Iteration 31Q: 3 clusters Score -935734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -935739.750000 Penalty: 3005.042969
	Iteration 32Q: 3 clusters Score -935739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -935740.500000 Penalty: 3005.042969
	Iteration 33Q: 3 clusters Score -935740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -935739.937500 Penalty: 3005.042969
	Iteration 34Q: 3 clusters Score -935739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -935740.625000 Penalty: 3005.042969
	Iteration 35Q: 3 clusters Score -935740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -935744.375000 Penalty: 3005.042969
	Iteration 36Q: 3 clusters Score -935744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -935748.937500 Penalty: 3005.042969
	Iteration 37Q: 3 clusters Score -935748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -935751.187500 Penalty: 3005.042969
	Iteration 38Q: 3 clusters Score -935751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -935751.437500 Penalty: 3005.042969
	Iteration 39Q: 3 clusters Score -935751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -935752.562500 Penalty: 3005.042969
	Iteration 40F: 3 clusters Score -935752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -935754.250000 Penalty: 3005.042969
	Iteration 41Q: 3 clusters Score -935754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -935757.000000 Penalty: 3005.042969
	Iteration 42Q: 3 clusters Score -935757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -935756.500000 Penalty: 3005.042969
	Iteration 43Q: 3 clusters Score -935756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -935756.500000 Penalty: 3005.042969
	Iteration 44F: 3 clusters Score -935756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -115816.062500 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -115816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114061.078125 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -114061.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114500.093750 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -114500.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114676.812500 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -114676.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114831.210938 Penalty: 2382.594727
	Iteration 3F: 3 clusters Score -114831.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114942.523438 Penalty: 2382.594727
	Iteration 4F: 3 clusters Score -114942.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115014.335938 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -115014.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115065.359375 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -115065.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115104.195312 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -115104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115129.468750 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -115129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115142.929688 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -115142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -115156.859375 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -115156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115174.937500 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -115174.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115186.578125 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -115186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115203.031250 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -115203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115227.421875 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -115227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115249.789062 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -115249.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115268.242188 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -115268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -115287.039062 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -115287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115302.242188 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -115302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115311.773438 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -115311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -115322.148438 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -115322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -115330.960938 Penalty: 2382.594727
	Iteration 21Q: 3 clusters Score -115331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -115336.554688 Penalty: 2382.594727
	Iteration 22Q: 3 clusters Score -115336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -115341.968750 Penalty: 2382.594727
	Iteration 23Q: 3 clusters Score -115342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -115346.640625 Penalty: 2382.594727
	Iteration 24Q: 3 clusters Score -115346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115354.632812 Penalty: 2382.594727
	Iteration 25Q: 3 clusters Score -115354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -115359.437500 Penalty: 2382.594727
	Iteration 26Q: 3 clusters Score -115359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -115363.039062 Penalty: 2382.594727
	Iteration 27Q: 3 clusters Score -115363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -115363.742188 Penalty: 2382.594727
	Iteration 28Q: 3 clusters Score -115363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -115364.203125 Penalty: 2382.594727
	Iteration 29Q: 3 clusters Score -115364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -115364.203125 Penalty: 2382.594727
	Iteration 30F: 3 clusters Score -115364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -98319.210938 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -98319.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96698.359375 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -96698.36 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -97079.117188 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -97079.12 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97345.078125 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -97345.08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97628.171875 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -97628.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97844.195312 Penalty: 2326.769775
	Iteration 4F: 3 clusters Score -97844.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98010.593750 Penalty: 2326.769775
	Iteration 5F: 3 clusters Score -98010.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98099.140625 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -98099.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98153.265625 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -98153.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98192.148438 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -98192.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98216.687500 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -98216.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98222.562500 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -98222.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98227.203125 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -98227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98230.664062 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -98230.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98230.664062 Penalty: 2326.769775
	Iteration 13F: 3 clusters Score -98230.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -177602.046875 Penalty: 1246.444702
	Iteration 0F: 2 clusters Score -177602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -175440.453125 Penalty: 2492.889404
	Iteration 0F: 3 clusters Score -175440.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -175950.406250 Penalty: 2492.889404
	Iteration 1F: 3 clusters Score -175950.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -176071.265625 Penalty: 2492.889404
	Iteration 2F: 3 clusters Score -176071.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -176146.875000 Penalty: 2492.889404
	Iteration 3F: 3 clusters Score -176146.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176204.015625 Penalty: 2492.889404
	Iteration 4Q: 3 clusters Score -176204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176234.906250 Penalty: 2492.889404
	Iteration 5Q: 3 clusters Score -176234.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176260.046875 Penalty: 2492.889404
	Iteration 6Q: 3 clusters Score -176260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -176280.015625 Penalty: 2492.889404
	Iteration 7Q: 3 clusters Score -176280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176296.031250 Penalty: 2492.889404
	Iteration 8Q: 3 clusters Score -176296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176310.859375 Penalty: 2492.889404
	Iteration 9Q: 3 clusters Score -176310.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176324.218750 Penalty: 2492.889404
	Iteration 10Q: 3 clusters Score -176324.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176347.015625 Penalty: 2492.889404
	Iteration 11Q: 3 clusters Score -176347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -176359.859375 Penalty: 2492.889404
	Iteration 12Q: 3 clusters Score -176359.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176367.546875 Penalty: 2492.889404
	Iteration 13Q: 3 clusters Score -176367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -176371.281250 Penalty: 2492.889404
	Iteration 14Q: 3 clusters Score -176371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -176373.218750 Penalty: 2492.889404
	Iteration 15Q: 3 clusters Score -176373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176379.375000 Penalty: 2492.889404
	Iteration 16Q: 3 clusters Score -176379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176383.046875 Penalty: 2492.889404
	Iteration 17Q: 3 clusters Score -176383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176386.171875 Penalty: 2492.889404
	Iteration 18Q: 3 clusters Score -176386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176388.484375 Penalty: 2492.889404
	Iteration 19Q: 3 clusters Score -176388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176390.921875 Penalty: 2492.889404
	Iteration 20F: 3 clusters Score -176390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -176392.796875 Penalty: 2492.889404
	Iteration 21Q: 3 clusters Score -176392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176392.843750 Penalty: 2492.889404
	Iteration 22Q: 3 clusters Score -176392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -176394.546875 Penalty: 2492.889404
	Iteration 23Q: 3 clusters Score -176394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -176396.265625 Penalty: 2492.889404
	Iteration 24Q: 3 clusters Score -176396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176398.281250 Penalty: 2492.889404
	Iteration 25Q: 3 clusters Score -176398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -176399.453125 Penalty: 2492.889404
	Iteration 26Q: 3 clusters Score -176399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -176400.734375 Penalty: 2492.889404
	Iteration 27Q: 3 clusters Score -176400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -176401.843750 Penalty: 2492.889404
	Iteration 28Q: 3 clusters Score -176401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176403.718750 Penalty: 2492.889404
	Iteration 29Q: 3 clusters Score -176403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -176406.093750 Penalty: 2492.889404
	Iteration 30Q: 3 clusters Score -176406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176410.312500 Penalty: 2492.889404
	Iteration 31Q: 3 clusters Score -176410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176414.890625 Penalty: 2492.889404
	Iteration 32Q: 3 clusters Score -176414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176419.640625 Penalty: 2492.889404
	Iteration 33Q: 3 clusters Score -176419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176422.296875 Penalty: 2492.889404
	Iteration 34Q: 3 clusters Score -176422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176424.140625 Penalty: 2492.889404
	Iteration 35Q: 3 clusters Score -176424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176424.796875 Penalty: 2492.889404
	Iteration 36Q: 3 clusters Score -176424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176426.203125 Penalty: 2492.889404
	Iteration 37Q: 3 clusters Score -176426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176426.671875 Penalty: 2492.889404
	Iteration 38Q: 3 clusters Score -176426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176427.890625 Penalty: 2492.889404
	Iteration 39Q: 3 clusters Score -176427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176429.125000 Penalty: 2492.889404
	Iteration 40F: 3 clusters Score -176429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176430.359375 Penalty: 2492.889404
	Iteration 41Q: 3 clusters Score -176430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176431.171875 Penalty: 2492.889404
	Iteration 42Q: 3 clusters Score -176431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176431.687500 Penalty: 2492.889404
	Iteration 43Q: 3 clusters Score -176431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176433.468750 Penalty: 2492.889404
	Iteration 44Q: 3 clusters Score -176433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176434.125000 Penalty: 2492.889404
	Iteration 45Q: 3 clusters Score -176434.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176434.125000 Penalty: 2492.889404
	Iteration 46F: 3 clusters Score -176434.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Entering Unmasked Estep 
Score: -8922262.000000 Penalty: 1870.104492
	Iteration 0F: 2 clusters Score -8922262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -8855554.000000 Penalty: 3740.208984
	Iteration 0F: 3 clusters Score -8855554 nChanged 47875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -8883269.000000 Penalty: 3740.208984
	Iteration 1F: 3 clusters Score -8883269 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8884144.000000 Penalty: 3740.208984
	Iteration 2Q: 3 clusters Score -8884144 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8885366.000000 Penalty: 3740.208984
	Iteration 3Q: 3 clusters Score -8885366 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8887201.000000 Penalty: 3740.208984
	Iteration 4Q: 3 clusters Score -8887201 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -8890358.000000 Penalty: 3740.208984
	Iteration 5F: 3 clusters Score -8890358 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -8895021.000000 Penalty: 3740.208984
	Iteration 6F: 3 clusters Score -8895021 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -8901007.000000 Penalty: 3740.208984
	Iteration 7F: 3 clusters Score -8901007 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -8907197.000000 Penalty: 3740.208984
	Iteration 8F: 3 clusters Score -8907197 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8912393.000000 Penalty: 3740.208984
	Iteration 9F: 3 clusters Score -8912393 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8915967.000000 Penalty: 3740.208984
	Iteration 10Q: 3 clusters Score -8915967 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8918355.000000 Penalty: 3740.208984
	Iteration 11Q: 3 clusters Score -8918355 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8919655.000000 Penalty: 3740.208984
	Iteration 12Q: 3 clusters Score -8919655 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8920205.000000 Penalty: 3740.208984
	Iteration 13Q: 3 clusters Score -8920205 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8920435.000000 Penalty: 3740.208984
	Iteration 14Q: 3 clusters Score -8920435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8920525.000000 Penalty: 3740.208984
	Iteration 15Q: 3 clusters Score -8920525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8920597.000000 Penalty: 3740.208984
	Iteration 16Q: 3 clusters Score -8920597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8920630.000000 Penalty: 3740.208984
	Iteration 17Q: 3 clusters Score -8920630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8920650.000000 Penalty: 3740.208984
	Iteration 18Q: 3 clusters Score -8920650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8920663.000000 Penalty: 3740.208984
	Iteration 19Q: 3 clusters Score -8920663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8920677.000000 Penalty: 3740.208984
	Iteration 20F: 3 clusters Score -8920677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8920672.000000 Penalty: 3740.208984
	Iteration 21Q: 3 clusters Score -8920672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8920676.000000 Penalty: 3740.208984
	Iteration 22Q: 3 clusters Score -8920676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8920676.000000 Penalty: 3740.208984
	Iteration 23F: 3 clusters Score -8920676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25224 members 
Mstep: Class 3 contains 31905 members 
Mstep: Class 4 contains 173931 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30188 members 
Mstep: Class 7 contains 32138 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 77367 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 9624 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 81103 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47478 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 99542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326760.000000 Penalty: 71266.492188
Iteration 79Q: 33 clusters Score -7.632676e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31909 members 
Mstep: Class 4 contains 173933 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30189 members 
Mstep: Class 7 contains 32139 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77364 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 9636 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81114 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133766 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47465 members 
Mstep: Class 22 contains 20845 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25550 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10380 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2143 members 
Mstep: Class 32 contains 99479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326824.000000 Penalty: 71266.492188
Iteration 80F: 33 clusters Score -7.632682e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31913 members 
Mstep: Class 4 contains 173937 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30190 members 
Mstep: Class 7 contains 32128 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77358 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81123 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133785 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 47449 members 
Mstep: Class 22 contains 20853 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2135 members 
Mstep: Class 32 contains 99411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326808.000000 Penalty: 71266.492188
Iteration 81Q: 33 clusters Score -7.632681e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31917 members 
Mstep: Class 4 contains 173948 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30191 members 
Mstep: Class 7 contains 32121 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77340 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81142 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133804 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 47433 members 
Mstep: Class 22 contains 20859 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25518 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2120 members 
Mstep: Class 32 contains 99325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 33 clusters Score -7.632695e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31919 members 
Mstep: Class 4 contains 173984 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30195 members 
Mstep: Class 7 contains 32112 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77325 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81161 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133809 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 47409 members 
Mstep: Class 22 contains 20861 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25507 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10420 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 99251 members 
Entering Unmasked Estep 
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Iteration 83Q: 33 clusters Score -7.63269e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31921 members 
Mstep: Class 4 contains 174019 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 32107 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77317 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81170 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133809 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 47392 members 
Mstep: Class 22 contains 20861 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25494 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10437 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 2083 members 
Mstep: Class 32 contains 99194 members 
Entering Unmasked Estep 
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Iteration 84Q: 33 clusters Score -7.632696e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31923 members 
Mstep: Class 4 contains 174030 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 32100 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77311 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 9973 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81174 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133818 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 47379 members 
Mstep: Class 22 contains 20861 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25491 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 99135 members 
Entering Unmasked Estep 
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Iteration 85Q: 33 clusters Score -7.632691e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31923 members 
Mstep: Class 4 contains 174047 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 32098 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77306 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81179 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133816 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 47364 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25487 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10469 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 99072 members 
Entering Unmasked Estep 
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Iteration 86Q: 33 clusters Score -7.632696e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31925 members 
Mstep: Class 4 contains 174065 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30198 members 
Mstep: Class 7 contains 32095 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77301 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81192 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133810 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 47353 members 
Mstep: Class 22 contains 20870 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25482 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10482 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 99023 members 
Entering Unmasked Estep 
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Iteration 87Q: 33 clusters Score -7.632695e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31926 members 
Mstep: Class 4 contains 174081 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30198 members 
Mstep: Class 7 contains 32094 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77296 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 10082 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81207 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133804 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 47344 members 
Mstep: Class 22 contains 20870 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10490 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 98971 members 
Entering Unmasked Estep 
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Iteration 88Q: 33 clusters Score -7.632695e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31927 members 
Mstep: Class 4 contains 174107 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30198 members 
Mstep: Class 7 contains 32093 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77295 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 10089 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81218 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133794 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47339 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25484 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10501 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 98928 members 
Entering Unmasked Estep 
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Iteration 89Q: 33 clusters Score -7.632694e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31927 members 
Mstep: Class 4 contains 174122 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 32094 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77290 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10109 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81220 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133792 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 10313 members 
Mstep: Class 21 contains 47328 members 
Mstep: Class 22 contains 20863 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25485 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 98909 members 
Entering Unmasked Estep 
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Iteration 90Q: 33 clusters Score -7.632697e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31928 members 
Mstep: Class 4 contains 174142 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 32094 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77283 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81223 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133798 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 47315 members 
Mstep: Class 22 contains 20865 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25483 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10526 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 98873 members 
Entering Unmasked Estep 
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Iteration 91Q: 33 clusters Score -7.632702e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31929 members 
Mstep: Class 4 contains 174171 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30200 members 
Mstep: Class 7 contains 32094 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77281 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81231 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133796 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 47300 members 
Mstep: Class 22 contains 20862 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25482 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 98835 members 
Entering Unmasked Estep 
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Iteration 92Q: 33 clusters Score -7.632694e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31930 members 
Mstep: Class 4 contains 174191 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30201 members 
Mstep: Class 7 contains 32093 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77273 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81240 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133790 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 47290 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25480 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10547 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 98798 members 
Entering Unmasked Estep 
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Iteration 93Q: 33 clusters Score -7.632704e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31930 members 
Mstep: Class 4 contains 174216 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30201 members 
Mstep: Class 7 contains 32085 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77268 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81248 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133785 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 47283 members 
Mstep: Class 22 contains 20879 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25475 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 98754 members 
Entering Unmasked Estep 
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Iteration 94Q: 33 clusters Score -7.632706e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 174237 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30202 members 
Mstep: Class 7 contains 32081 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77267 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 10200 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81260 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133771 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10312 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 20890 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25464 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1289 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 98725 members 
Entering Unmasked Estep 
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Iteration 95Q: 33 clusters Score -7.632708e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31932 members 
Mstep: Class 4 contains 174257 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30204 members 
Mstep: Class 7 contains 32078 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77263 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 10217 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81269 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133760 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 47274 members 
Mstep: Class 22 contains 20903 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1289 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 98685 members 
Entering Unmasked Estep 
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Iteration 96Q: 33 clusters Score -7.632714e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 174270 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30205 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77258 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81272 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133768 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 47269 members 
Mstep: Class 22 contains 20907 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10579 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1289 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 98645 members 
Entering Unmasked Estep 
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Iteration 97Q: 33 clusters Score -7.632712e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 174285 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30205 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77247 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81277 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133780 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10311 members 
Mstep: Class 21 contains 47258 members 
Mstep: Class 22 contains 20908 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25455 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1290 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 98618 members 
Entering Unmasked Estep 
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Iteration 98Q: 33 clusters Score -7.632709e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31934 members 
Mstep: Class 4 contains 174293 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 32068 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77240 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10255 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81287 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133786 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 22 contains 20917 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 98585 members 
Entering Unmasked Estep 
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Iteration 99Q: 33 clusters Score -7.632703e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31934 members 
Mstep: Class 4 contains 174297 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 32059 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77237 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81295 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133798 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 47247 members 
Mstep: Class 22 contains 20918 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10594 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 98561 members 
Entering Unmasked Estep 
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Iteration 100F: 33 clusters Score -7.6327e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31938 members 
Mstep: Class 4 contains 174313 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 32057 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77236 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81302 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133802 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 47238 members 
Mstep: Class 22 contains 20925 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25464 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98537 members 
Entering Unmasked Estep 
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Iteration 101Q: 33 clusters Score -7.632702e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31941 members 
Mstep: Class 4 contains 174318 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 32054 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77233 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10272 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81306 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133808 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47232 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10604 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 98518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327000.000000 Penalty: 71266.492188
Iteration 102Q: 33 clusters Score -7.6327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31941 members 
Mstep: Class 4 contains 174323 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32054 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77234 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81311 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133819 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47225 members 
Mstep: Class 22 contains 20932 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10611 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1294 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327040.000000 Penalty: 71266.492188
Iteration 103Q: 33 clusters Score -7.632704e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174326 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32051 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77236 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81313 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133818 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 10320 members 
Mstep: Class 21 contains 47220 members 
Mstep: Class 22 contains 20934 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25461 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10617 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1296 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326992.000000 Penalty: 71266.492188
Iteration 104Q: 33 clusters Score -7.632699e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174331 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32047 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81318 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133822 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47216 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25460 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10628 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1296 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326976.000000 Penalty: 71266.492188
Iteration 105Q: 33 clusters Score -7.632698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174335 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32043 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77230 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10281 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81324 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133835 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 20941 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10630 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1296 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326936.000000 Penalty: 71266.492188
Iteration 106Q: 33 clusters Score -7.632694e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174338 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32040 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77226 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10283 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81329 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 133849 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 20941 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10633 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1297 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326936.000000 Penalty: 71266.492188
Iteration 107Q: 33 clusters Score -7.632694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174346 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32039 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77228 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81333 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133860 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 20939 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10634 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1297 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326904.000000 Penalty: 71266.492188
Iteration 108Q: 33 clusters Score -7.63269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174352 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32035 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77227 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81336 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133863 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 10320 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 20940 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10636 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1297 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326960.000000 Penalty: 71266.492188
Iteration 109Q: 33 clusters Score -7.632696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174355 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32034 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77225 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 10296 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81338 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133864 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10638 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1297 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 98399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326944.000000 Penalty: 71266.492188
Iteration 110Q: 33 clusters Score -7.632694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174360 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32031 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77225 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81339 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133864 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 20938 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25459 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10638 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1297 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326960.000000 Penalty: 71266.492188
Iteration 111Q: 33 clusters Score -7.632696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174367 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32030 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77224 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81343 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133866 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47181 members 
Mstep: Class 22 contains 20939 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10640 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326928.000000 Penalty: 71266.492188
Iteration 112Q: 33 clusters Score -7.632693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31941 members 
Mstep: Class 4 contains 174370 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32029 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77222 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81344 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133870 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47178 members 
Mstep: Class 22 contains 20942 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10642 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326920.000000 Penalty: 71266.492188
Iteration 113Q: 33 clusters Score -7.632692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31942 members 
Mstep: Class 4 contains 174369 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32025 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77221 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81345 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133879 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47171 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10644 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326880.000000 Penalty: 71266.492188
Iteration 114Q: 33 clusters Score -7.632688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174375 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32022 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77220 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81344 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133885 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47166 members 
Mstep: Class 22 contains 20945 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10648 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326856.000000 Penalty: 71266.492188
Iteration 115Q: 33 clusters Score -7.632686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174377 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32018 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77216 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81345 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133887 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47163 members 
Mstep: Class 22 contains 20948 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10654 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 98360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326808.000000 Penalty: 71266.492188
Iteration 116Q: 33 clusters Score -7.632681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174379 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32013 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77210 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81346 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133892 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47159 members 
Mstep: Class 22 contains 20946 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10659 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 98358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326864.000000 Penalty: 71266.492188
Iteration 117Q: 33 clusters Score -7.632686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77206 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81347 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133893 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47157 members 
Mstep: Class 22 contains 20945 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326864.000000 Penalty: 71266.492188
Iteration 118Q: 33 clusters Score -7.632686e+07 nChanged 12
Entering ConstructFrom: 
Score: -76326864.000000 Penalty: 71266.492188
Entering ConstructFrom: 
Trying to split cluster 1 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -693270.500000 Penalty: 1473.619995
	Iteration 0F: 2 clusters Score -693270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -686945.562500 Penalty: 2947.239990
	Iteration 0F: 3 clusters Score -686945.6 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -689166.500000 Penalty: 2947.239990
	Iteration 1F: 3 clusters Score -689166.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -689702.187500 Penalty: 2947.239990
	Iteration 2F: 3 clusters Score -689702.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -690257.062500 Penalty: 2947.239990
	Iteration 3F: 3 clusters Score -690257.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -690800.562500 Penalty: 2947.239990
	Iteration 4F: 3 clusters Score -690800.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -691183.375000 Penalty: 2947.239990
	Iteration 5F: 3 clusters Score -691183.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -691431.687500 Penalty: 2947.239990
	Iteration 6Q: 3 clusters Score -691431.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -691590.500000 Penalty: 2947.239990
	Iteration 7Q: 3 clusters Score -691590.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -691689.125000 Penalty: 2947.239990
	Iteration 8Q: 3 clusters Score -691689.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -691750.812500 Penalty: 2947.239990
	Iteration 9Q: 3 clusters Score -691750.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -691805.312500 Penalty: 2947.239990
	Iteration 10Q: 3 clusters Score -691805.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -691848.187500 Penalty: 2947.239990
	Iteration 11Q: 3 clusters Score -691848.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -691886.312500 Penalty: 2947.239990
	Iteration 12Q: 3 clusters Score -691886.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -691911.562500 Penalty: 2947.239990
	Iteration 13Q: 3 clusters Score -691911.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -691931.437500 Penalty: 2947.239990
	Iteration 14Q: 3 clusters Score -691931.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -691951.000000 Penalty: 2947.239990
	Iteration 15Q: 3 clusters Score -691951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -691974.625000 Penalty: 2947.239990
	Iteration 16Q: 3 clusters Score -691974.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -691997.187500 Penalty: 2947.239990
	Iteration 17Q: 3 clusters Score -691997.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -692022.500000 Penalty: 2947.239990
	Iteration 18Q: 3 clusters Score -692022.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -692046.812500 Penalty: 2947.239990
	Iteration 19Q: 3 clusters Score -692046.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -692075.562500 Penalty: 2947.239990
	Iteration 20F: 3 clusters Score -692075.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -692106.062500 Penalty: 2947.239990
	Iteration 21Q: 3 clusters Score -692106.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -692130.125000 Penalty: 2947.239990
	Iteration 22Q: 3 clusters Score -692130.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -692150.875000 Penalty: 2947.239990
	Iteration 23Q: 3 clusters Score -692150.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -692165.500000 Penalty: 2947.239990
	Iteration 24Q: 3 clusters Score -692165.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -692177.562500 Penalty: 2947.239990
	Iteration 25Q: 3 clusters Score -692177.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -692192.125000 Penalty: 2947.239990
	Iteration 26Q: 3 clusters Score -692192.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -692203.375000 Penalty: 2947.239990
	Iteration 27Q: 3 clusters Score -692203.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -692217.625000 Penalty: 2947.239990
	Iteration 28Q: 3 clusters Score -692217.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -692226.000000 Penalty: 2947.239990
	Iteration 29Q: 3 clusters Score -692226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -692235.437500 Penalty: 2947.239990
	Iteration 30Q: 3 clusters Score -692235.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -692241.937500 Penalty: 2947.239990
	Iteration 31Q: 3 clusters Score -692241.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -692249.937500 Penalty: 2947.239990
	Iteration 32Q: 3 clusters Score -692249.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -692257.187500 Penalty: 2947.239990
	Iteration 33Q: 3 clusters Score -692257.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -692264.562500 Penalty: 2947.239990
	Iteration 34Q: 3 clusters Score -692264.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -692269.750000 Penalty: 2947.239990
	Iteration 35Q: 3 clusters Score -692269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -692273.875000 Penalty: 2947.239990
	Iteration 36Q: 3 clusters Score -692273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -692276.250000 Penalty: 2947.239990
	Iteration 37Q: 3 clusters Score -692276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -692276.125000 Penalty: 2947.239990
	Iteration 38Q: 3 clusters Score -692276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -692276.062500 Penalty: 2947.239990
	Iteration 39Q: 3 clusters Score -692276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -692277.937500 Penalty: 2947.239990
	Iteration 40F: 3 clusters Score -692277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -692278.250000 Penalty: 2947.239990
	Iteration 41Q: 3 clusters Score -692278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -692278.000000 Penalty: 2947.239990
	Iteration 42Q: 3 clusters Score -692278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -692278.312500 Penalty: 2947.239990
	Iteration 43Q: 3 clusters Score -692278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -692278.312500 Penalty: 2947.239990
	Iteration 44F: 3 clusters Score -692278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Entering Unmasked Estep 
Score: -2172203.500000 Penalty: 1647.033447
	Iteration 0F: 2 clusters Score -2172204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2155093.500000 Penalty: 3294.066895
	Iteration 0F: 3 clusters Score -2155094 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2161445.500000 Penalty: 3294.066895
	Iteration 1F: 3 clusters Score -2161446 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2161756.500000 Penalty: 3294.066895
	Iteration 2Q: 3 clusters Score -2161756 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2162105.250000 Penalty: 3294.066895
	Iteration 3Q: 3 clusters Score -2162105 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2162563.000000 Penalty: 3294.066895
	Iteration 4Q: 3 clusters Score -2162563 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2163156.500000 Penalty: 3294.066895
	Iteration 5F: 3 clusters Score -2163156 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2164051.000000 Penalty: 3294.066895
	Iteration 6F: 3 clusters Score -2164051 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2165320.500000 Penalty: 3294.066895
	Iteration 7F: 3 clusters Score -2165320 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2166990.500000 Penalty: 3294.066895
	Iteration 8F: 3 clusters Score -2166990 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2168490.000000 Penalty: 3294.066895
	Iteration 9F: 3 clusters Score -2168490 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2169557.000000 Penalty: 3294.066895
	Iteration 10Q: 3 clusters Score -2169557 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2170195.250000 Penalty: 3294.066895
	Iteration 11Q: 3 clusters Score -2170195 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2170480.250000 Penalty: 3294.066895
	Iteration 12Q: 3 clusters Score -2170480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2170596.000000 Penalty: 3294.066895
	Iteration 13Q: 3 clusters Score -2170596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2170666.750000 Penalty: 3294.066895
	Iteration 14Q: 3 clusters Score -2170667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2170708.250000 Penalty: 3294.066895
	Iteration 15Q: 3 clusters Score -2170708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2170727.500000 Penalty: 3294.066895
	Iteration 16Q: 3 clusters Score -2170728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2170741.750000 Penalty: 3294.066895
	Iteration 17Q: 3 clusters Score -2170742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2170747.250000 Penalty: 3294.066895
	Iteration 18Q: 3 clusters Score -2170747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2170752.000000 Penalty: 3294.066895
	Iteration 19Q: 3 clusters Score -2170752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2170752.750000 Penalty: 3294.066895
	Iteration 20F: 3 clusters Score -2170753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Entering Unmasked Estep 
Score: -2798780.250000 Penalty: 1685.407593
	Iteration 0F: 2 clusters Score -2798780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2777288.500000 Penalty: 3370.815186
	Iteration 0F: 3 clusters Score -2777288 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2785534.000000 Penalty: 3370.815186
	Iteration 1F: 3 clusters Score -2785534 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2785919.250000 Penalty: 3370.815186
	Iteration 2Q: 3 clusters Score -2785919 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2786361.250000 Penalty: 3370.815186
	Iteration 3Q: 3 clusters Score -2786361 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2786936.500000 Penalty: 3370.815186
	Iteration 4Q: 3 clusters Score -2786936 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2787846.000000 Penalty: 3370.815186
	Iteration 5F: 3 clusters Score -2787846 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2789276.500000 Penalty: 3370.815186
	Iteration 6F: 3 clusters Score -2789276 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2791281.500000 Penalty: 3370.815186
	Iteration 7F: 3 clusters Score -2791282 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -2793582.250000 Penalty: 3370.815186
	Iteration 8F: 3 clusters Score -2793582 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -2795528.250000 Penalty: 3370.815186
	Iteration 9F: 3 clusters Score -2795528 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -2796590.750000 Penalty: 3370.815186
	Iteration 10Q: 3 clusters Score -2796591 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -2796991.250000 Penalty: 3370.815186
	Iteration 11Q: 3 clusters Score -2796991 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -2797147.250000 Penalty: 3370.815186
	Iteration 12Q: 3 clusters Score -2797147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -2797213.750000 Penalty: 3370.815186
	Iteration 13Q: 3 clusters Score -2797214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -2797247.000000 Penalty: 3370.815186
	Iteration 14Q: 3 clusters Score -2797247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2797259.750000 Penalty: 3370.815186
	Iteration 15Q: 3 clusters Score -2797260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -2797271.500000 Penalty: 3370.815186
	Iteration 16Q: 3 clusters Score -2797272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -2797282.500000 Penalty: 3370.815186
	Iteration 17Q: 3 clusters Score -2797282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -2797284.500000 Penalty: 3370.815186
	Iteration 18Q: 3 clusters Score -2797284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -2797289.500000 Penalty: 3370.815186
	Iteration 19Q: 3 clusters Score -2797290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -2797289.500000 Penalty: 3370.815186
	Iteration 20F: 3 clusters Score -2797290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (174381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Entering Unmasked Estep 
Score: -15866733.000000 Penalty: 1961.212036
	Iteration 0F: 2 clusters Score -1.586673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -15749269.000000 Penalty: 3922.424072
	Iteration 0F: 3 clusters Score -1.574927e+07 nChanged 84227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -15799666.000000 Penalty: 3922.424072
	Iteration 1F: 3 clusters Score -1.579967e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -15801605.000000 Penalty: 3922.424072
	Iteration 2Q: 3 clusters Score -1.58016e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -15804499.000000 Penalty: 3922.424072
	Iteration 3Q: 3 clusters Score -1.58045e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -15809574.000000 Penalty: 3922.424072
	Iteration 4F: 3 clusters Score -1.580957e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -15816420.000000 Penalty: 3922.424072
	Iteration 5F: 3 clusters Score -1.581642e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -15824133.000000 Penalty: 3922.424072
	Iteration 6F: 3 clusters Score -1.582413e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126077 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -15831651.000000 Penalty: 3922.424072
	Iteration 7F: 3 clusters Score -1.583165e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135455 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -15838269.000000 Penalty: 3922.424072
	Iteration 8F: 3 clusters Score -1.583827e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -15843915.000000 Penalty: 3922.424072
	Iteration 9F: 3 clusters Score -1.584392e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -15849005.000000 Penalty: 3922.424072
	Iteration 10Q: 3 clusters Score -1.5849e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -15853500.000000 Penalty: 3922.424072
	Iteration 11Q: 3 clusters Score -1.58535e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -15857230.000000 Penalty: 3922.424072
	Iteration 12Q: 3 clusters Score -1.585723e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -15860111.000000 Penalty: 3922.424072
	Iteration 13Q: 3 clusters Score -1.586011e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -15862323.000000 Penalty: 3922.424072
	Iteration 14Q: 3 clusters Score -1.586232e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15863574.000000 Penalty: 3922.424072
	Iteration 15Q: 3 clusters Score -1.586357e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173133 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15864287.000000 Penalty: 3922.424072
	Iteration 16Q: 3 clusters Score -1.586429e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15864602.000000 Penalty: 3922.424072
	Iteration 17Q: 3 clusters Score -1.58646e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15864733.000000 Penalty: 3922.424072
	Iteration 18Q: 3 clusters Score -1.586473e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173870 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15864820.000000 Penalty: 3922.424072
	Iteration 19Q: 3 clusters Score -1.586482e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15864891.000000 Penalty: 3922.424072
	Iteration 20F: 3 clusters Score -1.586489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15864939.000000 Penalty: 3922.424072
	Iteration 21Q: 3 clusters Score -1.586494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15864939.000000 Penalty: 3922.424072
	Iteration 22Q: 3 clusters Score -1.586494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15864957.000000 Penalty: 3922.424072
	Iteration 23Q: 3 clusters Score -1.586496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173974 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -15864972.000000 Penalty: 3922.424072
	Iteration 24Q: 3 clusters Score -1.586497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15864977.000000 Penalty: 3922.424072
	Iteration 25Q: 3 clusters Score -1.586498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15864972.000000 Penalty: 3922.424072
	Iteration 26Q: 3 clusters Score -1.586497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15864975.000000 Penalty: 3922.424072
	Iteration 27Q: 3 clusters Score -1.586498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15864979.000000 Penalty: 3922.424072
	Iteration 28Q: 3 clusters Score -1.586498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173979 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15864973.000000 Penalty: 3922.424072
	Iteration 29Q: 3 clusters Score -1.586497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173979 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15864973.000000 Penalty: 3922.424072
	Iteration 30F: 3 clusters Score -1.586497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Entering Unmasked Estep 
Score: -1035066.687500 Penalty: 1526.442871
	Iteration 0F: 2 clusters Score -1035067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1026621.562500 Penalty: 3052.885742
	Iteration 0F: 3 clusters Score -1026622 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1029621.125000 Penalty: 3052.885742
	Iteration 1F: 3 clusters Score -1029621 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1030217.062500 Penalty: 3052.885742
	Iteration 2F: 3 clusters Score -1030217 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1030873.250000 Penalty: 3052.885742
	Iteration 3F: 3 clusters Score -1030873 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1031482.375000 Penalty: 3052.885742
	Iteration 4F: 3 clusters Score -1031482 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1031992.687500 Penalty: 3052.885742
	Iteration 5F: 3 clusters Score -1031993 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1032409.625000 Penalty: 3052.885742
	Iteration 6F: 3 clusters Score -1032410 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1032725.312500 Penalty: 3052.885742
	Iteration 7Q: 3 clusters Score -1032725 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1032950.437500 Penalty: 3052.885742
	Iteration 8Q: 3 clusters Score -1032950 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1033143.062500 Penalty: 3052.885742
	Iteration 9Q: 3 clusters Score -1033143 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1033300.625000 Penalty: 3052.885742
	Iteration 10Q: 3 clusters Score -1033301 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1033449.312500 Penalty: 3052.885742
	Iteration 11Q: 3 clusters Score -1033449 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1033539.250000 Penalty: 3052.885742
	Iteration 12Q: 3 clusters Score -1033539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1033595.687500 Penalty: 3052.885742
	Iteration 13Q: 3 clusters Score -1033596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1033648.812500 Penalty: 3052.885742
	Iteration 14Q: 3 clusters Score -1033649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1033704.437500 Penalty: 3052.885742
	Iteration 15Q: 3 clusters Score -1033704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1033733.125000 Penalty: 3052.885742
	Iteration 16Q: 3 clusters Score -1033733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1033753.062500 Penalty: 3052.885742
	Iteration 17Q: 3 clusters Score -1033753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1033768.375000 Penalty: 3052.885742
	Iteration 18Q: 3 clusters Score -1033768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1033784.125000 Penalty: 3052.885742
	Iteration 19Q: 3 clusters Score -1033784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1033791.562500 Penalty: 3052.885742
	Iteration 20F: 3 clusters Score -1033792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1033802.437500 Penalty: 3052.885742
	Iteration 21Q: 3 clusters Score -1033802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1033811.625000 Penalty: 3052.885742
	Iteration 22Q: 3 clusters Score -1033812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1033818.875000 Penalty: 3052.885742
	Iteration 23Q: 3 clusters Score -1033819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1033827.750000 Penalty: 3052.885742
	Iteration 24Q: 3 clusters Score -1033828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1033832.312500 Penalty: 3052.885742
	Iteration 25Q: 3 clusters Score -1033832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1033835.500000 Penalty: 3052.885742
	Iteration 26Q: 3 clusters Score -1033836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1033836.812500 Penalty: 3052.885742
	Iteration 27Q: 3 clusters Score -1033837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1033838.125000 Penalty: 3052.885742
	Iteration 28Q: 3 clusters Score -1033838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1033842.375000 Penalty: 3052.885742
	Iteration 29Q: 3 clusters Score -1033842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1033842.375000 Penalty: 3052.885742
	Iteration 30Q: 3 clusters Score -1033842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1033846.500000 Penalty: 3052.885742
	Iteration 31Q: 3 clusters Score -1033846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1033847.875000 Penalty: 3052.885742
	Iteration 32Q: 3 clusters Score -1033848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1033851.875000 Penalty: 3052.885742
	Iteration 33Q: 3 clusters Score -1033852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1033853.625000 Penalty: 3052.885742
	Iteration 34Q: 3 clusters Score -1033854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1033855.437500 Penalty: 3052.885742
	Iteration 35Q: 3 clusters Score -1033855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1033856.812500 Penalty: 3052.885742
	Iteration 36Q: 3 clusters Score -1033857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1033856.562500 Penalty: 3052.885742
	Iteration 37Q: 3 clusters Score -1033857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1033856.062500 Penalty: 3052.885742
	Iteration 38Q: 3 clusters Score -1033856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1033856.062500 Penalty: 3052.885742
	Iteration 39F: 3 clusters Score -1033856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Entering Unmasked Estep 
Score: -2649069.250000 Penalty: 1676.327515
	Iteration 0F: 2 clusters Score -2649069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2628812.000000 Penalty: 3352.655029
	Iteration 0F: 3 clusters Score -2628812 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2636293.250000 Penalty: 3352.655029
	Iteration 1F: 3 clusters Score -2636293 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2636617.750000 Penalty: 3352.655029
	Iteration 2Q: 3 clusters Score -2636618 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2636934.750000 Penalty: 3352.655029
	Iteration 3Q: 3 clusters Score -2636935 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2637286.250000 Penalty: 3352.655029
	Iteration 4Q: 3 clusters Score -2637286 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2637772.750000 Penalty: 3352.655029
	Iteration 5Q: 3 clusters Score -2637773 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2638413.750000 Penalty: 3352.655029
	Iteration 6Q: 3 clusters Score -2638414 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2639370.250000 Penalty: 3352.655029
	Iteration 7F: 3 clusters Score -2639370 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2640656.500000 Penalty: 3352.655029
	Iteration 8F: 3 clusters Score -2640656 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2642107.500000 Penalty: 3352.655029
	Iteration 9F: 3 clusters Score -2642108 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2643492.500000 Penalty: 3352.655029
	Iteration 10F: 3 clusters Score -2643492 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2644537.000000 Penalty: 3352.655029
	Iteration 11Q: 3 clusters Score -2644537 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2645308.250000 Penalty: 3352.655029
	Iteration 12Q: 3 clusters Score -2645308 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2645873.500000 Penalty: 3352.655029
	Iteration 13Q: 3 clusters Score -2645874 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2646323.500000 Penalty: 3352.655029
	Iteration 14Q: 3 clusters Score -2646324 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2646703.500000 Penalty: 3352.655029
	Iteration 15Q: 3 clusters Score -2646704 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2646965.000000 Penalty: 3352.655029
	Iteration 16Q: 3 clusters Score -2646965 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2647145.000000 Penalty: 3352.655029
	Iteration 17Q: 3 clusters Score -2647145 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2647284.500000 Penalty: 3352.655029
	Iteration 18Q: 3 clusters Score -2647284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2647381.250000 Penalty: 3352.655029
	Iteration 19Q: 3 clusters Score -2647381 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2647457.750000 Penalty: 3352.655029
	Iteration 20F: 3 clusters Score -2647458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2647490.750000 Penalty: 3352.655029
	Iteration 21Q: 3 clusters Score -2647491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2647526.000000 Penalty: 3352.655029
	Iteration 22Q: 3 clusters Score -2647526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2647538.500000 Penalty: 3352.655029
	Iteration 23Q: 3 clusters Score -2647538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2647545.500000 Penalty: 3352.655029
	Iteration 24Q: 3 clusters Score -2647546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2647555.750000 Penalty: 3352.655029
	Iteration 25Q: 3 clusters Score -2647556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2647555.750000 Penalty: 3352.655029
	Iteration 26Q: 3 clusters Score -2647556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2647555.750000 Penalty: 3352.655029
	Iteration 27F: 3 clusters Score -2647556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Entering Unmasked Estep 
Score: -2790367.250000 Penalty: 1685.753296
	Iteration 0F: 2 clusters Score -2790367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2768935.250000 Penalty: 3371.506592
	Iteration 0F: 3 clusters Score -2768935 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2777058.250000 Penalty: 3371.506592
	Iteration 1F: 3 clusters Score -2777058 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2777476.500000 Penalty: 3371.506592
	Iteration 2Q: 3 clusters Score -2777476 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2777898.250000 Penalty: 3371.506592
	Iteration 3Q: 3 clusters Score -2777898 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2778324.750000 Penalty: 3371.506592
	Iteration 4Q: 3 clusters Score -2778325 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2778891.500000 Penalty: 3371.506592
	Iteration 5Q: 3 clusters Score -2778892 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2779574.000000 Penalty: 3371.506592
	Iteration 6Q: 3 clusters Score -2779574 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2780397.750000 Penalty: 3371.506592
	Iteration 7F: 3 clusters Score -2780398 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2781361.750000 Penalty: 3371.506592
	Iteration 8F: 3 clusters Score -2781362 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2782404.500000 Penalty: 3371.506592
	Iteration 9F: 3 clusters Score -2782404 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2783559.250000 Penalty: 3371.506592
	Iteration 10F: 3 clusters Score -2783559 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2784592.000000 Penalty: 3371.506592
	Iteration 11Q: 3 clusters Score -2784592 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2785325.250000 Penalty: 3371.506592
	Iteration 12Q: 3 clusters Score -2785325 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2785787.500000 Penalty: 3371.506592
	Iteration 13Q: 3 clusters Score -2785788 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2786154.500000 Penalty: 3371.506592
	Iteration 14Q: 3 clusters Score -2786154 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -2786450.000000 Penalty: 3371.506592
	Iteration 15Q: 3 clusters Score -2786450 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2786702.250000 Penalty: 3371.506592
	Iteration 16Q: 3 clusters Score -2786702 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -2786946.250000 Penalty: 3371.506592
	Iteration 17Q: 3 clusters Score -2786946 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -2787160.000000 Penalty: 3371.506592
	Iteration 18Q: 3 clusters Score -2787160 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -2787403.000000 Penalty: 3371.506592
	Iteration 19Q: 3 clusters Score -2787403 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -2787656.000000 Penalty: 3371.506592
	Iteration 20F: 3 clusters Score -2787656 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -2787866.000000 Penalty: 3371.506592
	Iteration 21Q: 3 clusters Score -2787866 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -2788069.250000 Penalty: 3371.506592
	Iteration 22Q: 3 clusters Score -2788069 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2788230.500000 Penalty: 3371.506592
	Iteration 23Q: 3 clusters Score -2788230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -2788374.250000 Penalty: 3371.506592
	Iteration 24Q: 3 clusters Score -2788374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2788498.000000 Penalty: 3371.506592
	Iteration 25Q: 3 clusters Score -2788498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -2788592.750000 Penalty: 3371.506592
	Iteration 26Q: 3 clusters Score -2788593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -2788659.000000 Penalty: 3371.506592
	Iteration 27Q: 3 clusters Score -2788659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -2788695.000000 Penalty: 3371.506592
	Iteration 28Q: 3 clusters Score -2788695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -2788721.750000 Penalty: 3371.506592
	Iteration 29Q: 3 clusters Score -2788722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -2788748.750000 Penalty: 3371.506592
	Iteration 30Q: 3 clusters Score -2788749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -2788770.750000 Penalty: 3371.506592
	Iteration 31Q: 3 clusters Score -2788771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -2788789.750000 Penalty: 3371.506592
	Iteration 32Q: 3 clusters Score -2788790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -2788811.250000 Penalty: 3371.506592
	Iteration 33Q: 3 clusters Score -2788811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -2788822.500000 Penalty: 3371.506592
	Iteration 34Q: 3 clusters Score -2788822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -2788834.500000 Penalty: 3371.506592
	Iteration 35Q: 3 clusters Score -2788834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -2788841.000000 Penalty: 3371.506592
	Iteration 36Q: 3 clusters Score -2788841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -2788850.250000 Penalty: 3371.506592
	Iteration 37Q: 3 clusters Score -2788850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -2788850.000000 Penalty: 3371.506592
	Iteration 38Q: 3 clusters Score -2788850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -2788853.250000 Penalty: 3371.506592
	Iteration 39Q: 3 clusters Score -2788853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -2788858.750000 Penalty: 3371.506592
	Iteration 40F: 3 clusters Score -2788859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -2788858.000000 Penalty: 3371.506592
	Iteration 41Q: 3 clusters Score -2788858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -2788859.250000 Penalty: 3371.506592
	Iteration 42Q: 3 clusters Score -2788859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -2788858.750000 Penalty: 3371.506592
	Iteration 43Q: 3 clusters Score -2788859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -2788864.250000 Penalty: 3371.506592
	Iteration 44Q: 3 clusters Score -2788864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -2788865.500000 Penalty: 3371.506592
	Iteration 45Q: 3 clusters Score -2788866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2788868.500000 Penalty: 3371.506592
	Iteration 46Q: 3 clusters Score -2788868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -2788872.500000 Penalty: 3371.506592
	Iteration 47Q: 3 clusters Score -2788872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -2788873.750000 Penalty: 3371.506592
	Iteration 48Q: 3 clusters Score -2788874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -2788875.250000 Penalty: 3371.506592
	Iteration 49Q: 3 clusters Score -2788875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -2788877.750000 Penalty: 3371.506592
	Iteration 50Q: 3 clusters Score -2788878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -2788880.500000 Penalty: 3371.506592
	Iteration 51Q: 3 clusters Score -2788880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -2788881.250000 Penalty: 3371.506592
	Iteration 52Q: 3 clusters Score -2788881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -2788879.500000 Penalty: 3371.506592
	Iteration 53Q: 3 clusters Score -2788880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2788882.000000 Penalty: 3371.506592
	Iteration 54Q: 3 clusters Score -2788882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2788883.250000 Penalty: 3371.506592
	Iteration 55Q: 3 clusters Score -2788883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2788882.500000 Penalty: 3371.506592
	Iteration 56Q: 3 clusters Score -2788882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -2788883.250000 Penalty: 3371.506592
	Iteration 57Q: 3 clusters Score -2788883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -2788893.250000 Penalty: 3371.506592
	Iteration 58Q: 3 clusters Score -2788893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -2788900.500000 Penalty: 3371.506592
	Iteration 59Q: 3 clusters Score -2788900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -2788900.500000 Penalty: 3371.506592
	Iteration 60F: 3 clusters Score -2788900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -2788897.750000 Penalty: 3371.506592
	Iteration 61Q: 3 clusters Score -2788898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -2788900.500000 Penalty: 3371.506592
	Iteration 62Q: 3 clusters Score -2788900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -2788902.750000 Penalty: 3371.506592
	Iteration 63Q: 3 clusters Score -2788903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -2788904.500000 Penalty: 3371.506592
	Iteration 64Q: 3 clusters Score -2788904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -2788904.250000 Penalty: 3371.506592
	Iteration 65Q: 3 clusters Score -2788904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -2788904.000000 Penalty: 3371.506592
	Iteration 66Q: 3 clusters Score -2788904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -2788906.500000 Penalty: 3371.506592
	Iteration 67Q: 3 clusters Score -2788906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -2788906.750000 Penalty: 3371.506592
	Iteration 68Q: 3 clusters Score -2788907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2788908.500000 Penalty: 3371.506592
	Iteration 69Q: 3 clusters Score -2788908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -2788913.250000 Penalty: 3371.506592
	Iteration 70Q: 3 clusters Score -2788913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -2788914.000000 Penalty: 3371.506592
	Iteration 71Q: 3 clusters Score -2788914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -2788913.500000 Penalty: 3371.506592
	Iteration 72Q: 3 clusters Score -2788914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -2788912.000000 Penalty: 3371.506592
	Iteration 73Q: 3 clusters Score -2788912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -2788913.500000 Penalty: 3371.506592
	Iteration 74Q: 3 clusters Score -2788914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2788915.750000 Penalty: 3371.506592
	Iteration 75Q: 3 clusters Score -2788916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2788923.250000 Penalty: 3371.506592
	Iteration 76Q: 3 clusters Score -2788923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2788923.000000 Penalty: 3371.506592
	Iteration 77Q: 3 clusters Score -2788923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -2788928.750000 Penalty: 3371.506592
	Iteration 78Q: 3 clusters Score -2788929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -2788931.000000 Penalty: 3371.506592
	Iteration 79Q: 3 clusters Score -2788931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -2788931.750000 Penalty: 3371.506592
	Iteration 80F: 3 clusters Score -2788932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2788931.000000 Penalty: 3371.506592
	Iteration 81Q: 3 clusters Score -2788931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -2788933.000000 Penalty: 3371.506592
	Iteration 82Q: 3 clusters Score -2788933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -2788932.250000 Penalty: 3371.506592
	Iteration 83Q: 3 clusters Score -2788932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -2788935.000000 Penalty: 3371.506592
	Iteration 84Q: 3 clusters Score -2788935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2788939.000000 Penalty: 3371.506592
	Iteration 85Q: 3 clusters Score -2788939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -2788942.750000 Penalty: 3371.506592
	Iteration 86Q: 3 clusters Score -2788943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -2788944.000000 Penalty: 3371.506592
	Iteration 87Q: 3 clusters Score -2788944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -2788947.750000 Penalty: 3371.506592
	Iteration 88Q: 3 clusters Score -2788948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -2788947.750000 Penalty: 3371.506592
	Iteration 89Q: 3 clusters Score -2788948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2788951.500000 Penalty: 3371.506592
	Iteration 90Q: 3 clusters Score -2788952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2788951.500000 Penalty: 3371.506592
	Iteration 91F: 3 clusters Score -2788952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -1035740.437500 Penalty: 1543.631592
	Iteration 0F: 2 clusters Score -1035740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1026387.312500 Penalty: 3087.263184
	Iteration 0F: 3 clusters Score -1026387 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1029745.875000 Penalty: 3087.263184
	Iteration 1F: 3 clusters Score -1029746 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1030433.375000 Penalty: 3087.263184
	Iteration 2F: 3 clusters Score -1030433 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1031110.250000 Penalty: 3087.263184
	Iteration 3F: 3 clusters Score -1031110 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1031647.562500 Penalty: 3087.263184
	Iteration 4F: 3 clusters Score -1031648 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1032010.750000 Penalty: 3087.263184
	Iteration 5F: 3 clusters Score -1032011 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1032267.000000 Penalty: 3087.263184
	Iteration 6Q: 3 clusters Score -1032267 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1032467.187500 Penalty: 3087.263184
	Iteration 7Q: 3 clusters Score -1032467 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1032639.000000 Penalty: 3087.263184
	Iteration 8Q: 3 clusters Score -1032639 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1032819.812500 Penalty: 3087.263184
	Iteration 9Q: 3 clusters Score -1032820 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1033021.750000 Penalty: 3087.263184
	Iteration 10Q: 3 clusters Score -1033022 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1033239.750000 Penalty: 3087.263184
	Iteration 11Q: 3 clusters Score -1033240 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1033460.875000 Penalty: 3087.263184
	Iteration 12Q: 3 clusters Score -1033461 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1033670.562500 Penalty: 3087.263184
	Iteration 13Q: 3 clusters Score -1033671 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1033866.375000 Penalty: 3087.263184
	Iteration 14Q: 3 clusters Score -1033866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1034052.812500 Penalty: 3087.263184
	Iteration 15Q: 3 clusters Score -1034053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1034265.250000 Penalty: 3087.263184
	Iteration 16Q: 3 clusters Score -1034265 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1034432.437500 Penalty: 3087.263184
	Iteration 17Q: 3 clusters Score -1034432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1034525.312500 Penalty: 3087.263184
	Iteration 18Q: 3 clusters Score -1034525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1034610.750000 Penalty: 3087.263184
	Iteration 19Q: 3 clusters Score -1034611 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1034707.062500 Penalty: 3087.263184
	Iteration 20F: 3 clusters Score -1034707 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1034808.375000 Penalty: 3087.263184
	Iteration 21Q: 3 clusters Score -1034808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1034883.062500 Penalty: 3087.263184
	Iteration 22Q: 3 clusters Score -1034883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1034931.312500 Penalty: 3087.263184
	Iteration 23Q: 3 clusters Score -1034931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1034969.375000 Penalty: 3087.263184
	Iteration 24Q: 3 clusters Score -1034969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1034994.437500 Penalty: 3087.263184
	Iteration 25Q: 3 clusters Score -1034994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1035014.125000 Penalty: 3087.263184
	Iteration 26Q: 3 clusters Score -1035014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1035026.812500 Penalty: 3087.263184
	Iteration 27Q: 3 clusters Score -1035027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1035034.812500 Penalty: 3087.263184
	Iteration 28Q: 3 clusters Score -1035035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1035038.312500 Penalty: 3087.263184
	Iteration 29Q: 3 clusters Score -1035038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1035042.000000 Penalty: 3087.263184
	Iteration 30Q: 3 clusters Score -1035042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1035044.500000 Penalty: 3087.263184
	Iteration 31Q: 3 clusters Score -1035044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1035046.812500 Penalty: 3087.263184
	Iteration 32Q: 3 clusters Score -1035047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1035045.562500 Penalty: 3087.263184
	Iteration 33Q: 3 clusters Score -1035046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1035047.562500 Penalty: 3087.263184
	Iteration 34Q: 3 clusters Score -1035048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1035047.187500 Penalty: 3087.263184
	Iteration 35Q: 3 clusters Score -1035047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1035050.125000 Penalty: 3087.263184
	Iteration 36Q: 3 clusters Score -1035050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1035052.187500 Penalty: 3087.263184
	Iteration 37Q: 3 clusters Score -1035052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1035052.062500 Penalty: 3087.263184
	Iteration 38Q: 3 clusters Score -1035052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1035052.125000 Penalty: 3087.263184
	Iteration 39Q: 3 clusters Score -1035052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1035054.062500 Penalty: 3087.263184
	Iteration 40F: 3 clusters Score -1035054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1035056.500000 Penalty: 3087.263184
	Iteration 41Q: 3 clusters Score -1035056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1035056.375000 Penalty: 3087.263184
	Iteration 42Q: 3 clusters Score -1035056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1035058.500000 Penalty: 3087.263184
	Iteration 43Q: 3 clusters Score -1035058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1035060.500000 Penalty: 3087.263184
	Iteration 44Q: 3 clusters Score -1035060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1035063.375000 Penalty: 3087.263184
	Iteration 45Q: 3 clusters Score -1035063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1035064.937500 Penalty: 3087.263184
	Iteration 46Q: 3 clusters Score -1035065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1035064.687500 Penalty: 3087.263184
	Iteration 47Q: 3 clusters Score -1035065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1035066.562500 Penalty: 3087.263184
	Iteration 48Q: 3 clusters Score -1035067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1035068.250000 Penalty: 3087.263184
	Iteration 49Q: 3 clusters Score -1035068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1035071.812500 Penalty: 3087.263184
	Iteration 50Q: 3 clusters Score -1035072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1035073.875000 Penalty: 3087.263184
	Iteration 51Q: 3 clusters Score -1035074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1035076.437500 Penalty: 3087.263184
	Iteration 52Q: 3 clusters Score -1035076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1035076.937500 Penalty: 3087.263184
	Iteration 53Q: 3 clusters Score -1035077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1035076.125000 Penalty: 3087.263184
	Iteration 54Q: 3 clusters Score -1035076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1035075.187500 Penalty: 3087.263184
	Iteration 55Q: 3 clusters Score -1035075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1035078.812500 Penalty: 3087.263184
	Iteration 56Q: 3 clusters Score -1035079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1035076.562500 Penalty: 3087.263184
	Iteration 57Q: 3 clusters Score -1035077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1035077.375000 Penalty: 3087.263184
	Iteration 58Q: 3 clusters Score -1035077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1035077.812500 Penalty: 3087.263184
	Iteration 59Q: 3 clusters Score -1035078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1035078.250000 Penalty: 3087.263184
	Iteration 60F: 3 clusters Score -1035078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1035080.125000 Penalty: 3087.263184
	Iteration 61Q: 3 clusters Score -1035080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1035081.937500 Penalty: 3087.263184
	Iteration 62Q: 3 clusters Score -1035082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1035081.062500 Penalty: 3087.263184
	Iteration 63Q: 3 clusters Score -1035081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1035080.312500 Penalty: 3087.263184
	Iteration 64Q: 3 clusters Score -1035080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1035080.250000 Penalty: 3087.263184
	Iteration 65Q: 3 clusters Score -1035080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1035080.312500 Penalty: 3087.263184
	Iteration 66Q: 3 clusters Score -1035080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1035080.250000 Penalty: 3087.263184
	Iteration 67Q: 3 clusters Score -1035080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1035080.687500 Penalty: 3087.263184
	Iteration 68Q: 3 clusters Score -1035081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1035080.875000 Penalty: 3087.263184
	Iteration 69Q: 3 clusters Score -1035081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1035081.875000 Penalty: 3087.263184
	Iteration 70Q: 3 clusters Score -1035082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1035083.875000 Penalty: 3087.263184
	Iteration 71Q: 3 clusters Score -1035084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1035083.875000 Penalty: 3087.263184
	Iteration 72F: 3 clusters Score -1035084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Entering Unmasked Estep 
Score: -6902147.000000 Penalty: 1828.810547
	Iteration 0F: 2 clusters Score -6902147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -6850343.000000 Penalty: 3657.621094
	Iteration 0F: 3 clusters Score -6850343 nChanged 36691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -6871410.000000 Penalty: 3657.621094
	Iteration 1F: 3 clusters Score -6871410 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6872361.500000 Penalty: 3657.621094
	Iteration 2Q: 3 clusters Score -6872362 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -6873594.500000 Penalty: 3657.621094
	Iteration 3Q: 3 clusters Score -6873594 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -6875537.000000 Penalty: 3657.621094
	Iteration 4F: 3 clusters Score -6875537 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6878270.000000 Penalty: 3657.621094
	Iteration 5F: 3 clusters Score -6878270 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6881710.500000 Penalty: 3657.621094
	Iteration 6F: 3 clusters Score -6881710 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -6885371.500000 Penalty: 3657.621094
	Iteration 7F: 3 clusters Score -6885372 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -6888749.500000 Penalty: 3657.621094
	Iteration 8F: 3 clusters Score -6888750 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -6891642.000000 Penalty: 3657.621094
	Iteration 9F: 3 clusters Score -6891642 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -6893922.500000 Penalty: 3657.621094
	Iteration 10Q: 3 clusters Score -6893922 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -6895760.500000 Penalty: 3657.621094
	Iteration 11Q: 3 clusters Score -6895760 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -6897176.500000 Penalty: 3657.621094
	Iteration 12Q: 3 clusters Score -6897176 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -6898179.000000 Penalty: 3657.621094
	Iteration 13Q: 3 clusters Score -6898179 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -6898981.500000 Penalty: 3657.621094
	Iteration 14Q: 3 clusters Score -6898982 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -6899535.000000 Penalty: 3657.621094
	Iteration 15Q: 3 clusters Score -6899535 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -6899884.500000 Penalty: 3657.621094
	Iteration 16Q: 3 clusters Score -6899884 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -6900122.500000 Penalty: 3657.621094
	Iteration 17Q: 3 clusters Score -6900122 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -6900289.000000 Penalty: 3657.621094
	Iteration 18Q: 3 clusters Score -6900289 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -6900394.500000 Penalty: 3657.621094
	Iteration 19Q: 3 clusters Score -6900394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -6900466.500000 Penalty: 3657.621094
	Iteration 20F: 3 clusters Score -6900466 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -6900534.000000 Penalty: 3657.621094
	Iteration 21Q: 3 clusters Score -6900534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -6900600.500000 Penalty: 3657.621094
	Iteration 22Q: 3 clusters Score -6900600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -6900587.000000 Penalty: 3657.621094
	Iteration 23Q: 3 clusters Score -6900587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -6900600.500000 Penalty: 3657.621094
	Iteration 24Q: 3 clusters Score -6900600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -6900611.500000 Penalty: 3657.621094
	Iteration 25Q: 3 clusters Score -6900612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -6900628.000000 Penalty: 3657.621094
	Iteration 26Q: 3 clusters Score -6900628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -6900652.000000 Penalty: 3657.621094
	Iteration 27Q: 3 clusters Score -6900652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -6900660.000000 Penalty: 3657.621094
	Iteration 28Q: 3 clusters Score -6900660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -6900665.500000 Penalty: 3657.621094
	Iteration 29Q: 3 clusters Score -6900666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -6900675.500000 Penalty: 3657.621094
	Iteration 30Q: 3 clusters Score -6900676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -6900675.000000 Penalty: 3657.621094
	Iteration 31Q: 3 clusters Score -6900675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -6900687.000000 Penalty: 3657.621094
	Iteration 32Q: 3 clusters Score -6900687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -6900679.500000 Penalty: 3657.621094
	Iteration 33Q: 3 clusters Score -6900680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -6900686.500000 Penalty: 3657.621094
	Iteration 34Q: 3 clusters Score -6900686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -6900699.000000 Penalty: 3657.621094
	Iteration 35Q: 3 clusters Score -6900699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -6900693.500000 Penalty: 3657.621094
	Iteration 36Q: 3 clusters Score -6900694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -6900693.500000 Penalty: 3657.621094
	Iteration 37Q: 3 clusters Score -6900694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -6900698.500000 Penalty: 3657.621094
	Iteration 38Q: 3 clusters Score -6900698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -6900691.500000 Penalty: 3657.621094
	Iteration 39Q: 3 clusters Score -6900692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -6900695.000000 Penalty: 3657.621094
	Iteration 40F: 3 clusters Score -6900695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -6900695.500000 Penalty: 3657.621094
	Iteration 41Q: 3 clusters Score -6900696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -6900696.500000 Penalty: 3657.621094
	Iteration 42Q: 3 clusters Score -6900696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -6900694.000000 Penalty: 3657.621094
	Iteration 43Q: 3 clusters Score -6900694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -6900697.000000 Penalty: 3657.621094
	Iteration 44Q: 3 clusters Score -6900697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -6900706.000000 Penalty: 3657.621094
	Iteration 45Q: 3 clusters Score -6900706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -6900717.000000 Penalty: 3657.621094
	Iteration 46Q: 3 clusters Score -6900717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -6900714.000000 Penalty: 3657.621094
	Iteration 47Q: 3 clusters Score -6900714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -6900720.500000 Penalty: 3657.621094
	Iteration 48Q: 3 clusters Score -6900720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -6900721.500000 Penalty: 3657.621094
	Iteration 49Q: 3 clusters Score -6900722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -6900720.500000 Penalty: 3657.621094
	Iteration 50Q: 3 clusters Score -6900720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -6900726.000000 Penalty: 3657.621094
	Iteration 51Q: 3 clusters Score -6900726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -6900730.500000 Penalty: 3657.621094
	Iteration 52Q: 3 clusters Score -6900730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -6900727.000000 Penalty: 3657.621094
	Iteration 53Q: 3 clusters Score -6900727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -6900727.000000 Penalty: 3657.621094
	Iteration 54Q: 3 clusters Score -6900727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -6900729.500000 Penalty: 3657.621094
	Iteration 55Q: 3 clusters Score -6900730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -6900730.500000 Penalty: 3657.621094
	Iteration 56Q: 3 clusters Score -6900730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -6900728.000000 Penalty: 3657.621094
	Iteration 57Q: 3 clusters Score -6900728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -6900726.500000 Penalty: 3657.621094
	Iteration 58Q: 3 clusters Score -6900726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -6900728.000000 Penalty: 3657.621094
	Iteration 59Q: 3 clusters Score -6900728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -6900727.500000 Penalty: 3657.621094
	Iteration 60F: 3 clusters Score -6900728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -6900724.500000 Penalty: 3657.621094
	Iteration 61Q: 3 clusters Score -6900724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -6900724.000000 Penalty: 3657.621094
	Iteration 62Q: 3 clusters Score -6900724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -6900724.000000 Penalty: 3657.621094
	Iteration 63F: 3 clusters Score -6900724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -365617.093750 Penalty: 1363.270874
	Iteration 0F: 2 clusters Score -365617.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -362071.312500 Penalty: 2726.541748
	Iteration 0F: 3 clusters Score -362071.3 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -363236.656250 Penalty: 2726.541748
	Iteration 1F: 3 clusters Score -363236.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -363576.812500 Penalty: 2726.541748
	Iteration 2F: 3 clusters Score -363576.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -363848.093750 Penalty: 2726.541748
	Iteration 3F: 3 clusters Score -363848.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -364061.750000 Penalty: 2726.541748
	Iteration 4F: 3 clusters Score -364061.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -364276.562500 Penalty: 2726.541748
	Iteration 5F: 3 clusters Score -364276.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -364435.312500 Penalty: 2726.541748
	Iteration 6Q: 3 clusters Score -364435.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -364543.062500 Penalty: 2726.541748
	Iteration 7Q: 3 clusters Score -364543.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -364601.718750 Penalty: 2726.541748
	Iteration 8Q: 3 clusters Score -364601.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -364637.375000 Penalty: 2726.541748
	Iteration 9Q: 3 clusters Score -364637.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -364672.000000 Penalty: 2726.541748
	Iteration 10Q: 3 clusters Score -364672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -364695.093750 Penalty: 2726.541748
	Iteration 11Q: 3 clusters Score -364695.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -364710.281250 Penalty: 2726.541748
	Iteration 12Q: 3 clusters Score -364710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -364719.593750 Penalty: 2726.541748
	Iteration 13Q: 3 clusters Score -364719.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -364726.031250 Penalty: 2726.541748
	Iteration 14Q: 3 clusters Score -364726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -364734.531250 Penalty: 2726.541748
	Iteration 15Q: 3 clusters Score -364734.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -364739.187500 Penalty: 2726.541748
	Iteration 16Q: 3 clusters Score -364739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -364742.437500 Penalty: 2726.541748
	Iteration 17Q: 3 clusters Score -364742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -364744.000000 Penalty: 2726.541748
	Iteration 18Q: 3 clusters Score -364744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -364745.593750 Penalty: 2726.541748
	Iteration 19Q: 3 clusters Score -364745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -364747.218750 Penalty: 2726.541748
	Iteration 20F: 3 clusters Score -364747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -364747.843750 Penalty: 2726.541748
	Iteration 21Q: 3 clusters Score -364747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -364748.125000 Penalty: 2726.541748
	Iteration 22Q: 3 clusters Score -364748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -364748.125000 Penalty: 2726.541748
	Iteration 23F: 3 clusters Score -364748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Entering Unmasked Estep 
Score: -861521.750000 Penalty: 1501.609863
	Iteration 0F: 2 clusters Score -861521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -854168.437500 Penalty: 3003.219727
	Iteration 0F: 3 clusters Score -854168.4 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -856685.375000 Penalty: 3003.219727
	Iteration 1F: 3 clusters Score -856685.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -857103.312500 Penalty: 3003.219727
	Iteration 2F: 3 clusters Score -857103.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -857565.437500 Penalty: 3003.219727
	Iteration 3F: 3 clusters Score -857565.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -858018.312500 Penalty: 3003.219727
	Iteration 4F: 3 clusters Score -858018.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -858425.500000 Penalty: 3003.219727
	Iteration 5F: 3 clusters Score -858425.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -858717.250000 Penalty: 3003.219727
	Iteration 6F: 3 clusters Score -858717.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -858913.937500 Penalty: 3003.219727
	Iteration 7Q: 3 clusters Score -858913.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -859064.875000 Penalty: 3003.219727
	Iteration 8Q: 3 clusters Score -859064.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -859198.812500 Penalty: 3003.219727
	Iteration 9Q: 3 clusters Score -859198.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -859294.375000 Penalty: 3003.219727
	Iteration 10Q: 3 clusters Score -859294.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -859374.937500 Penalty: 3003.219727
	Iteration 11Q: 3 clusters Score -859374.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -859452.687500 Penalty: 3003.219727
	Iteration 12Q: 3 clusters Score -859452.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -859527.875000 Penalty: 3003.219727
	Iteration 13Q: 3 clusters Score -859527.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -859599.875000 Penalty: 3003.219727
	Iteration 14Q: 3 clusters Score -859599.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -859668.625000 Penalty: 3003.219727
	Iteration 15Q: 3 clusters Score -859668.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -859720.375000 Penalty: 3003.219727
	Iteration 16Q: 3 clusters Score -859720.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -859771.562500 Penalty: 3003.219727
	Iteration 17Q: 3 clusters Score -859771.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -859826.375000 Penalty: 3003.219727
	Iteration 18Q: 3 clusters Score -859826.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -859870.625000 Penalty: 3003.219727
	Iteration 19Q: 3 clusters Score -859870.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -859928.687500 Penalty: 3003.219727
	Iteration 20F: 3 clusters Score -859928.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -860000.625000 Penalty: 3003.219727
	Iteration 21Q: 3 clusters Score -860000.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -860069.875000 Penalty: 3003.219727
	Iteration 22Q: 3 clusters Score -860069.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -860150.125000 Penalty: 3003.219727
	Iteration 23Q: 3 clusters Score -860150.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -860212.437500 Penalty: 3003.219727
	Iteration 24Q: 3 clusters Score -860212.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -860257.562500 Penalty: 3003.219727
	Iteration 25Q: 3 clusters Score -860257.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -860287.562500 Penalty: 3003.219727
	Iteration 26Q: 3 clusters Score -860287.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -860312.875000 Penalty: 3003.219727
	Iteration 27Q: 3 clusters Score -860312.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -860337.062500 Penalty: 3003.219727
	Iteration 28Q: 3 clusters Score -860337.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -860364.125000 Penalty: 3003.219727
	Iteration 29Q: 3 clusters Score -860364.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -860392.687500 Penalty: 3003.219727
	Iteration 30Q: 3 clusters Score -860392.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -860411.000000 Penalty: 3003.219727
	Iteration 31Q: 3 clusters Score -860411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -860422.750000 Penalty: 3003.219727
	Iteration 32Q: 3 clusters Score -860422.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -860430.500000 Penalty: 3003.219727
	Iteration 33Q: 3 clusters Score -860430.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -860433.312500 Penalty: 3003.219727
	Iteration 34Q: 3 clusters Score -860433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -860440.750000 Penalty: 3003.219727
	Iteration 35Q: 3 clusters Score -860440.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -860446.062500 Penalty: 3003.219727
	Iteration 36Q: 3 clusters Score -860446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -860449.875000 Penalty: 3003.219727
	Iteration 37Q: 3 clusters Score -860449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -860458.937500 Penalty: 3003.219727
	Iteration 38Q: 3 clusters Score -860458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -860464.812500 Penalty: 3003.219727
	Iteration 39Q: 3 clusters Score -860464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -860467.000000 Penalty: 3003.219727
	Iteration 40F: 3 clusters Score -860467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -860467.000000 Penalty: 3003.219727
	Iteration 41Q: 3 clusters Score -860467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -860467.000000 Penalty: 3003.219727
	Iteration 42Q: 3 clusters Score -860467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -860473.437500 Penalty: 3003.219727
	Iteration 43Q: 3 clusters Score -860473.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -860477.125000 Penalty: 3003.219727
	Iteration 44Q: 3 clusters Score -860477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -860479.937500 Penalty: 3003.219727
	Iteration 45Q: 3 clusters Score -860479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -860479.500000 Penalty: 3003.219727
	Iteration 46Q: 3 clusters Score -860479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -860481.062500 Penalty: 3003.219727
	Iteration 47Q: 3 clusters Score -860481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -860483.312500 Penalty: 3003.219727
	Iteration 48Q: 3 clusters Score -860483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -860484.125000 Penalty: 3003.219727
	Iteration 49Q: 3 clusters Score -860484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -860483.562500 Penalty: 3003.219727
	Iteration 50Q: 3 clusters Score -860483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -860483.437500 Penalty: 3003.219727
	Iteration 51Q: 3 clusters Score -860483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -860484.625000 Penalty: 3003.219727
	Iteration 52Q: 3 clusters Score -860484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -860486.125000 Penalty: 3003.219727
	Iteration 53Q: 3 clusters Score -860486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -860485.625000 Penalty: 3003.219727
	Iteration 54Q: 3 clusters Score -860485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -860487.312500 Penalty: 3003.219727
	Iteration 55Q: 3 clusters Score -860487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -860485.750000 Penalty: 3003.219727
	Iteration 56Q: 3 clusters Score -860485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -860489.250000 Penalty: 3003.219727
	Iteration 57Q: 3 clusters Score -860489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -860490.250000 Penalty: 3003.219727
	Iteration 58Q: 3 clusters Score -860490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -860490.750000 Penalty: 3003.219727
	Iteration 59Q: 3 clusters Score -860490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -860490.250000 Penalty: 3003.219727
	Iteration 60F: 3 clusters Score -860490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -860489.937500 Penalty: 3003.219727
	Iteration 61Q: 3 clusters Score -860489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -860489.000000 Penalty: 3003.219727
	Iteration 62Q: 3 clusters Score -860489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -860489.000000 Penalty: 3003.219727
	Iteration 63F: 3 clusters Score -860489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -128982.695312 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -128982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -127058.132812 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -127058.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127805.429688 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -127805.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128127.593750 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -128127.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128324.398438 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -128324.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128466.648438 Penalty: 2448.450439
	Iteration 4F: 3 clusters Score -128466.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128575.000000 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -128575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128652.757812 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -128652.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128711.117188 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -128711.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128755.820312 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -128755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128818.843750 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -128818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128877.531250 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -128877.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -128899.632812 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -128899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128906.179688 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -128906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128914.570312 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -128914.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128930.781250 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -128930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -128941.554688 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -128941.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128951.554688 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -128951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128964.703125 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -128964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -128974.328125 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -128974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128980.484375 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -128980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128986.156250 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -128986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128996.390625 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -128996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -129002.820312 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -129002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129004.820312 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -129004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -129010.164062 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -129010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -129010.742188 Penalty: 2448.450439
	Iteration 25Q: 3 clusters Score -129010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -129010.742188 Penalty: 2448.450439
	Iteration 26F: 3 clusters Score -129010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
Score: -76326016.000000 Penalty: 73493.570312
Splitting cluster 12 changes total score from -76326864.000000 to -76326016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -250342.609375 Penalty: 1305.469482
	Iteration 0F: 2 clusters Score -250342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -247612.781250 Penalty: 2610.938965
	Iteration 0F: 3 clusters Score -247612.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -248410.437500 Penalty: 2610.938965
	Iteration 1F: 3 clusters Score -248410.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -248703.359375 Penalty: 2610.938965
	Iteration 2F: 3 clusters Score -248703.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -248891.375000 Penalty: 2610.938965
	Iteration 3F: 3 clusters Score -248891.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -249031.312500 Penalty: 2610.938965
	Iteration 4F: 3 clusters Score -249031.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -249127.531250 Penalty: 2610.938965
	Iteration 5Q: 3 clusters Score -249127.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -249202.718750 Penalty: 2610.938965
	Iteration 6Q: 3 clusters Score -249202.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -249276.656250 Penalty: 2610.938965
	Iteration 7Q: 3 clusters Score -249276.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -249321.968750 Penalty: 2610.938965
	Iteration 8Q: 3 clusters Score -249322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -249355.921875 Penalty: 2610.938965
	Iteration 9Q: 3 clusters Score -249355.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -249395.125000 Penalty: 2610.938965
	Iteration 10Q: 3 clusters Score -249395.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -249435.281250 Penalty: 2610.938965
	Iteration 11Q: 3 clusters Score -249435.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -249465.234375 Penalty: 2610.938965
	Iteration 12Q: 3 clusters Score -249465.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -249486.718750 Penalty: 2610.938965
	Iteration 13Q: 3 clusters Score -249486.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -249516.968750 Penalty: 2610.938965
	Iteration 14Q: 3 clusters Score -249517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -249557.187500 Penalty: 2610.938965
	Iteration 15Q: 3 clusters Score -249557.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -249596.281250 Penalty: 2610.938965
	Iteration 16Q: 3 clusters Score -249596.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -249629.000000 Penalty: 2610.938965
	Iteration 17Q: 3 clusters Score -249629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -249658.875000 Penalty: 2610.938965
	Iteration 18Q: 3 clusters Score -249658.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -249682.484375 Penalty: 2610.938965
	Iteration 19Q: 3 clusters Score -249682.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -249710.375000 Penalty: 2610.938965
	Iteration 20F: 3 clusters Score -249710.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -249739.234375 Penalty: 2610.938965
	Iteration 21Q: 3 clusters Score -249739.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -249762.734375 Penalty: 2610.938965
	Iteration 22Q: 3 clusters Score -249762.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -249784.156250 Penalty: 2610.938965
	Iteration 23Q: 3 clusters Score -249784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -249792.828125 Penalty: 2610.938965
	Iteration 24Q: 3 clusters Score -249792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -249798.781250 Penalty: 2610.938965
	Iteration 25Q: 3 clusters Score -249798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -249803.171875 Penalty: 2610.938965
	Iteration 26Q: 3 clusters Score -249803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -249808.562500 Penalty: 2610.938965
	Iteration 27Q: 3 clusters Score -249808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -249812.031250 Penalty: 2610.938965
	Iteration 28Q: 3 clusters Score -249812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -249813.093750 Penalty: 2610.938965
	Iteration 29Q: 3 clusters Score -249813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -249812.921875 Penalty: 2610.938965
	Iteration 30Q: 3 clusters Score -249812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -249812.921875 Penalty: 2610.938965
	Iteration 31F: 3 clusters Score -249812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Entering Unmasked Estep 
Score: -7143574.000000 Penalty: 1837.304932
	Iteration 0F: 2 clusters Score -7143574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -7089251.500000 Penalty: 3674.609863
	Iteration 0F: 3 clusters Score -7089252 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7111614.000000 Penalty: 3674.609863
	Iteration 1F: 3 clusters Score -7111614 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -7112414.000000 Penalty: 3674.609863
	Iteration 2Q: 3 clusters Score -7112414 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -7113418.500000 Penalty: 3674.609863
	Iteration 3Q: 3 clusters Score -7113418 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -7114659.500000 Penalty: 3674.609863
	Iteration 4Q: 3 clusters Score -7114660 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -7116404.000000 Penalty: 3674.609863
	Iteration 5Q: 3 clusters Score -7116404 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -7118806.000000 Penalty: 3674.609863
	Iteration 6Q: 3 clusters Score -7118806 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7121713.500000 Penalty: 3674.609863
	Iteration 7F: 3 clusters Score -7121714 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7124865.000000 Penalty: 3674.609863
	Iteration 8F: 3 clusters Score -7124865 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -7127972.500000 Penalty: 3674.609863
	Iteration 9F: 3 clusters Score -7127972 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -7130985.000000 Penalty: 3674.609863
	Iteration 10F: 3 clusters Score -7130985 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -7133700.500000 Penalty: 3674.609863
	Iteration 11Q: 3 clusters Score -7133700 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -7136141.500000 Penalty: 3674.609863
	Iteration 12Q: 3 clusters Score -7136142 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -7138086.500000 Penalty: 3674.609863
	Iteration 13Q: 3 clusters Score -7138086 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -7139456.500000 Penalty: 3674.609863
	Iteration 14Q: 3 clusters Score -7139456 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -7140403.500000 Penalty: 3674.609863
	Iteration 15Q: 3 clusters Score -7140404 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -7141126.500000 Penalty: 3674.609863
	Iteration 16Q: 3 clusters Score -7141126 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -7141587.000000 Penalty: 3674.609863
	Iteration 17Q: 3 clusters Score -7141587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -7141817.000000 Penalty: 3674.609863
	Iteration 18Q: 3 clusters Score -7141817 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -7141934.000000 Penalty: 3674.609863
	Iteration 19Q: 3 clusters Score -7141934 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -7142010.500000 Penalty: 3674.609863
	Iteration 20F: 3 clusters Score -7142010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -7142066.000000 Penalty: 3674.609863
	Iteration 21Q: 3 clusters Score -7142066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -7142082.500000 Penalty: 3674.609863
	Iteration 22Q: 3 clusters Score -7142082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -7142106.000000 Penalty: 3674.609863
	Iteration 23Q: 3 clusters Score -7142106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -7142116.000000 Penalty: 3674.609863
	Iteration 24Q: 3 clusters Score -7142116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -7142130.500000 Penalty: 3674.609863
	Iteration 25Q: 3 clusters Score -7142130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -7142154.500000 Penalty: 3674.609863
	Iteration 26Q: 3 clusters Score -7142154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -7142157.000000 Penalty: 3674.609863
	Iteration 27Q: 3 clusters Score -7142157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -7142156.500000 Penalty: 3674.609863
	Iteration 28Q: 3 clusters Score -7142156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -7142166.500000 Penalty: 3674.609863
	Iteration 29Q: 3 clusters Score -7142166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -7142171.000000 Penalty: 3674.609863
	Iteration 30Q: 3 clusters Score -7142171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -7142174.000000 Penalty: 3674.609863
	Iteration 31Q: 3 clusters Score -7142174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -7142182.500000 Penalty: 3674.609863
	Iteration 32Q: 3 clusters Score -7142182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -7142189.000000 Penalty: 3674.609863
	Iteration 33Q: 3 clusters Score -7142189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -7142197.000000 Penalty: 3674.609863
	Iteration 34Q: 3 clusters Score -7142197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -7142199.500000 Penalty: 3674.609863
	Iteration 35Q: 3 clusters Score -7142200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -7142206.000000 Penalty: 3674.609863
	Iteration 36Q: 3 clusters Score -7142206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -7142204.500000 Penalty: 3674.609863
	Iteration 37Q: 3 clusters Score -7142204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -7142211.500000 Penalty: 3674.609863
	Iteration 38Q: 3 clusters Score -7142212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -7142209.000000 Penalty: 3674.609863
	Iteration 39Q: 3 clusters Score -7142209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -7142212.500000 Penalty: 3674.609863
	Iteration 40F: 3 clusters Score -7142212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -7142211.500000 Penalty: 3674.609863
	Iteration 41Q: 3 clusters Score -7142212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -7142211.000000 Penalty: 3674.609863
	Iteration 42Q: 3 clusters Score -7142211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -7142219.500000 Penalty: 3674.609863
	Iteration 43Q: 3 clusters Score -7142220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -7142217.500000 Penalty: 3674.609863
	Iteration 44Q: 3 clusters Score -7142218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -7142218.500000 Penalty: 3674.609863
	Iteration 45Q: 3 clusters Score -7142218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -7142215.500000 Penalty: 3674.609863
	Iteration 46Q: 3 clusters Score -7142216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -7142220.500000 Penalty: 3674.609863
	Iteration 47Q: 3 clusters Score -7142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -7142220.000000 Penalty: 3674.609863
	Iteration 48Q: 3 clusters Score -7142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -7142217.000000 Penalty: 3674.609863
	Iteration 49Q: 3 clusters Score -7142217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -7142215.500000 Penalty: 3674.609863
	Iteration 50Q: 3 clusters Score -7142216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -7142222.500000 Penalty: 3674.609863
	Iteration 51Q: 3 clusters Score -7142222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -7142226.000000 Penalty: 3674.609863
	Iteration 52Q: 3 clusters Score -7142226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -7142219.500000 Penalty: 3674.609863
	Iteration 53Q: 3 clusters Score -7142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -7142219.500000 Penalty: 3674.609863
	Iteration 54Q: 3 clusters Score -7142220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -7142219.500000 Penalty: 3674.609863
	Iteration 55Q: 3 clusters Score -7142220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -7142219.000000 Penalty: 3674.609863
	Iteration 56Q: 3 clusters Score -7142219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -7142219.000000 Penalty: 3674.609863
	Iteration 57F: 3 clusters Score -7142219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -96822.062500 Penalty: 1153.754395
	Iteration 0F: 2 clusters Score -96822.06 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 602 members 
Entering Unmasked Estep 
Score: -95247.562500 Penalty: 2307.508789
	Iteration 0F: 3 clusters Score -95247.56 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95598.062500 Penalty: 2307.508789
	Iteration 1F: 3 clusters Score -95598.06 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95787.625000 Penalty: 2307.508789
	Iteration 2F: 3 clusters Score -95787.62 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95958.929688 Penalty: 2307.508789
	Iteration 3F: 3 clusters Score -95958.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96119.671875 Penalty: 2307.508789
	Iteration 4F: 3 clusters Score -96119.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96291.085938 Penalty: 2307.508789
	Iteration 5F: 3 clusters Score -96291.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96532.648438 Penalty: 2307.508789
	Iteration 6F: 3 clusters Score -96532.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96765.789062 Penalty: 2307.508789
	Iteration 7Q: 3 clusters Score -96765.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96800.187500 Penalty: 2307.508789
	Iteration 8Q: 3 clusters Score -96800.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96824.890625 Penalty: 2307.508789
	Iteration 9Q: 3 clusters Score -96824.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96832.421875 Penalty: 2307.508789
	Iteration 10Q: 3 clusters Score -96832.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96840.109375 Penalty: 2307.508789
	Iteration 11Q: 3 clusters Score -96840.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96846.632812 Penalty: 2307.508789
	Iteration 12Q: 3 clusters Score -96846.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96849.054688 Penalty: 2307.508789
	Iteration 13Q: 3 clusters Score -96849.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96849.054688 Penalty: 2307.508789
	Iteration 14F: 3 clusters Score -96849.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Mstep: Class 33 contains 485 members 
Entering Unmasked Estep 
Score: -76325768.000000 Penalty: 73493.570312
Splitting cluster 15 changes total score from -76326864.000000 to -76325768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Entering Unmasked Estep 
Score: -1536330.125000 Penalty: 1589.666382
	Iteration 0F: 2 clusters Score -1536330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1524217.750000 Penalty: 3179.332764
	Iteration 0F: 3 clusters Score -1524218 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1528506.375000 Penalty: 3179.332764
	Iteration 1F: 3 clusters Score -1528506 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1528842.875000 Penalty: 3179.332764
	Iteration 2F: 3 clusters Score -1528843 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1529158.500000 Penalty: 3179.332764
	Iteration 3Q: 3 clusters Score -1529158 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1529488.750000 Penalty: 3179.332764
	Iteration 4Q: 3 clusters Score -1529489 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1529880.250000 Penalty: 3179.332764
	Iteration 5Q: 3 clusters Score -1529880 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1530294.000000 Penalty: 3179.332764
	Iteration 6Q: 3 clusters Score -1530294 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1530682.125000 Penalty: 3179.332764
	Iteration 7Q: 3 clusters Score -1530682 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1531025.875000 Penalty: 3179.332764
	Iteration 8Q: 3 clusters Score -1531026 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1531307.750000 Penalty: 3179.332764
	Iteration 9Q: 3 clusters Score -1531308 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1531513.625000 Penalty: 3179.332764
	Iteration 10Q: 3 clusters Score -1531514 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1531673.750000 Penalty: 3179.332764
	Iteration 11Q: 3 clusters Score -1531674 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1531822.000000 Penalty: 3179.332764
	Iteration 12Q: 3 clusters Score -1531822 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1531967.000000 Penalty: 3179.332764
	Iteration 13Q: 3 clusters Score -1531967 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1532120.125000 Penalty: 3179.332764
	Iteration 14Q: 3 clusters Score -1532120 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1532287.625000 Penalty: 3179.332764
	Iteration 15Q: 3 clusters Score -1532288 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1532484.375000 Penalty: 3179.332764
	Iteration 16Q: 3 clusters Score -1532484 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1532684.875000 Penalty: 3179.332764
	Iteration 17Q: 3 clusters Score -1532685 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1532871.500000 Penalty: 3179.332764
	Iteration 18Q: 3 clusters Score -1532872 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1533053.125000 Penalty: 3179.332764
	Iteration 19Q: 3 clusters Score -1533053 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1533226.250000 Penalty: 3179.332764
	Iteration 20F: 3 clusters Score -1533226 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1533415.375000 Penalty: 3179.332764
	Iteration 21Q: 3 clusters Score -1533415 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1533608.250000 Penalty: 3179.332764
	Iteration 22Q: 3 clusters Score -1533608 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1533783.750000 Penalty: 3179.332764
	Iteration 23Q: 3 clusters Score -1533784 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1533979.875000 Penalty: 3179.332764
	Iteration 24Q: 3 clusters Score -1533980 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1534135.375000 Penalty: 3179.332764
	Iteration 25Q: 3 clusters Score -1534135 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1534294.250000 Penalty: 3179.332764
	Iteration 26Q: 3 clusters Score -1534294 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1534413.875000 Penalty: 3179.332764
	Iteration 27Q: 3 clusters Score -1534414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1534517.000000 Penalty: 3179.332764
	Iteration 28Q: 3 clusters Score -1534517 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1534601.375000 Penalty: 3179.332764
	Iteration 29Q: 3 clusters Score -1534601 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1534687.625000 Penalty: 3179.332764
	Iteration 30Q: 3 clusters Score -1534688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1534751.500000 Penalty: 3179.332764
	Iteration 31Q: 3 clusters Score -1534752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1534810.750000 Penalty: 3179.332764
	Iteration 32Q: 3 clusters Score -1534811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1534848.000000 Penalty: 3179.332764
	Iteration 33Q: 3 clusters Score -1534848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1534872.750000 Penalty: 3179.332764
	Iteration 34Q: 3 clusters Score -1534873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1534892.125000 Penalty: 3179.332764
	Iteration 35Q: 3 clusters Score -1534892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1534915.250000 Penalty: 3179.332764
	Iteration 36Q: 3 clusters Score -1534915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1534927.625000 Penalty: 3179.332764
	Iteration 37Q: 3 clusters Score -1534928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1534936.875000 Penalty: 3179.332764
	Iteration 38Q: 3 clusters Score -1534937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1534941.375000 Penalty: 3179.332764
	Iteration 39Q: 3 clusters Score -1534941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1534949.875000 Penalty: 3179.332764
	Iteration 40F: 3 clusters Score -1534950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1534956.875000 Penalty: 3179.332764
	Iteration 41Q: 3 clusters Score -1534957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1534965.250000 Penalty: 3179.332764
	Iteration 42Q: 3 clusters Score -1534965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1534971.750000 Penalty: 3179.332764
	Iteration 43Q: 3 clusters Score -1534972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1534974.000000 Penalty: 3179.332764
	Iteration 44Q: 3 clusters Score -1534974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1534979.875000 Penalty: 3179.332764
	Iteration 45Q: 3 clusters Score -1534980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1534983.625000 Penalty: 3179.332764
	Iteration 46Q: 3 clusters Score -1534984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1534987.875000 Penalty: 3179.332764
	Iteration 47Q: 3 clusters Score -1534988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1534998.000000 Penalty: 3179.332764
	Iteration 48Q: 3 clusters Score -1534998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1535003.250000 Penalty: 3179.332764
	Iteration 49Q: 3 clusters Score -1535003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1535005.500000 Penalty: 3179.332764
	Iteration 50Q: 3 clusters Score -1535006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1535006.125000 Penalty: 3179.332764
	Iteration 51Q: 3 clusters Score -1535006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1535006.125000 Penalty: 3179.332764
	Iteration 52F: 3 clusters Score -1535006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Entering Unmasked Estep 
Score: -11849358.000000 Penalty: 1918.280640
	Iteration 0F: 2 clusters Score -1.184936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -11759212.000000 Penalty: 3836.561279
	Iteration 0F: 3 clusters Score -1.175921e+07 nChanged 64543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -11797007.000000 Penalty: 3836.561279
	Iteration 1F: 3 clusters Score -1.179701e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -11797849.000000 Penalty: 3836.561279
	Iteration 2Q: 3 clusters Score -1.179785e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -11798808.000000 Penalty: 3836.561279
	Iteration 3Q: 3 clusters Score -1.179881e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -11799961.000000 Penalty: 3836.561279
	Iteration 4Q: 3 clusters Score -1.179996e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -11801443.000000 Penalty: 3836.561279
	Iteration 5Q: 3 clusters Score -1.180144e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -11803513.000000 Penalty: 3836.561279
	Iteration 6Q: 3 clusters Score -1.180351e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -11806244.000000 Penalty: 3836.561279
	Iteration 7Q: 3 clusters Score -1.180624e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -11810065.000000 Penalty: 3836.561279
	Iteration 8F: 3 clusters Score -1.181006e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -11815744.000000 Penalty: 3836.561279
	Iteration 9F: 3 clusters Score -1.181574e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -11822138.000000 Penalty: 3836.561279
	Iteration 10F: 3 clusters Score -1.182214e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -11827831.000000 Penalty: 3836.561279
	Iteration 11F: 3 clusters Score -1.182783e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -11831234.000000 Penalty: 3836.561279
	Iteration 12Q: 3 clusters Score -1.183123e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -11833336.000000 Penalty: 3836.561279
	Iteration 13Q: 3 clusters Score -1.183334e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -11834811.000000 Penalty: 3836.561279
	Iteration 14Q: 3 clusters Score -1.183481e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -11836130.000000 Penalty: 3836.561279
	Iteration 15Q: 3 clusters Score -1.183613e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -11837530.000000 Penalty: 3836.561279
	Iteration 16Q: 3 clusters Score -1.183753e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -11838983.000000 Penalty: 3836.561279
	Iteration 17Q: 3 clusters Score -1.183898e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 114373 members 
Entering Unmasked Estep 
Score: -11840410.000000 Penalty: 3836.561279
	Iteration 18Q: 3 clusters Score -1.184041e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -11841920.000000 Penalty: 3836.561279
	Iteration 19Q: 3 clusters Score -1.184192e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -11843423.000000 Penalty: 3836.561279
	Iteration 20F: 3 clusters Score -1.184342e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 120811 members 
Entering Unmasked Estep 
Score: -11844791.000000 Penalty: 3836.561279
	Iteration 21Q: 3 clusters Score -1.184479e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -11845956.000000 Penalty: 3836.561279
	Iteration 22Q: 3 clusters Score -1.184596e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -11846704.000000 Penalty: 3836.561279
	Iteration 23Q: 3 clusters Score -1.18467e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -11847220.000000 Penalty: 3836.561279
	Iteration 24Q: 3 clusters Score -1.184722e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -11847566.000000 Penalty: 3836.561279
	Iteration 25Q: 3 clusters Score -1.184757e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -11847841.000000 Penalty: 3836.561279
	Iteration 26Q: 3 clusters Score -1.184784e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -11847974.000000 Penalty: 3836.561279
	Iteration 27Q: 3 clusters Score -1.184797e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -11848136.000000 Penalty: 3836.561279
	Iteration 28Q: 3 clusters Score -1.184814e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
Score: -11848249.000000 Penalty: 3836.561279
	Iteration 29Q: 3 clusters Score -1.184825e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -11848280.000000 Penalty: 3836.561279
	Iteration 30Q: 3 clusters Score -1.184828e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -11848309.000000 Penalty: 3836.561279
	Iteration 31Q: 3 clusters Score -1.184831e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -11848335.000000 Penalty: 3836.561279
	Iteration 32Q: 3 clusters Score -1.184834e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -11848375.000000 Penalty: 3836.561279
	Iteration 33Q: 3 clusters Score -1.184838e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -11848406.000000 Penalty: 3836.561279
	Iteration 34Q: 3 clusters Score -1.184841e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 128994 members 
Entering Unmasked Estep 
Score: -11848421.000000 Penalty: 3836.561279
	Iteration 35Q: 3 clusters Score -1.184842e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 129116 members 
Entering Unmasked Estep 
Score: -11848453.000000 Penalty: 3836.561279
	Iteration 36Q: 3 clusters Score -1.184845e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -11848447.000000 Penalty: 3836.561279
	Iteration 37Q: 3 clusters Score -1.184845e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -11848453.000000 Penalty: 3836.561279
	Iteration 38Q: 3 clusters Score -1.184845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 129414 members 
Entering Unmasked Estep 
Score: -11848443.000000 Penalty: 3836.561279
	Iteration 39Q: 3 clusters Score -1.184844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -11848462.000000 Penalty: 3836.561279
	Iteration 40F: 3 clusters Score -1.184846e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 129565 members 
Entering Unmasked Estep 
Score: -11848478.000000 Penalty: 3836.561279
	Iteration 41Q: 3 clusters Score -1.184848e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -11848508.000000 Penalty: 3836.561279
	Iteration 42Q: 3 clusters Score -1.184851e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 129698 members 
Entering Unmasked Estep 
Score: -11848506.000000 Penalty: 3836.561279
	Iteration 43Q: 3 clusters Score -1.184851e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -11848496.000000 Penalty: 3836.561279
	Iteration 44Q: 3 clusters Score -1.18485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 129809 members 
Entering Unmasked Estep 
Score: -11848521.000000 Penalty: 3836.561279
	Iteration 45Q: 3 clusters Score -1.184852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -11848533.000000 Penalty: 3836.561279
	Iteration 46Q: 3 clusters Score -1.184853e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 129895 members 
Entering Unmasked Estep 
Score: -11848524.000000 Penalty: 3836.561279
	Iteration 47Q: 3 clusters Score -1.184852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -11848532.000000 Penalty: 3836.561279
	Iteration 48Q: 3 clusters Score -1.184853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 129942 members 
Entering Unmasked Estep 
Score: -11848543.000000 Penalty: 3836.561279
	Iteration 49Q: 3 clusters Score -1.184854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -11848556.000000 Penalty: 3836.561279
	Iteration 50Q: 3 clusters Score -1.184856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -11848548.000000 Penalty: 3836.561279
	Iteration 51Q: 3 clusters Score -1.184855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -11848540.000000 Penalty: 3836.561279
	Iteration 52Q: 3 clusters Score -1.184854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 130049 members 
Entering Unmasked Estep 
Score: -11848541.000000 Penalty: 3836.561279
	Iteration 53Q: 3 clusters Score -1.184854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -11848533.000000 Penalty: 3836.561279
	Iteration 54Q: 3 clusters Score -1.184853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -11848533.000000 Penalty: 3836.561279
	Iteration 55Q: 3 clusters Score -1.184853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 130104 members 
Entering Unmasked Estep 
Score: -11848541.000000 Penalty: 3836.561279
	Iteration 56Q: 3 clusters Score -1.184854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -11848536.000000 Penalty: 3836.561279
	Iteration 57Q: 3 clusters Score -1.184854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -11848538.000000 Penalty: 3836.561279
	Iteration 58Q: 3 clusters Score -1.184854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 130138 members 
Entering Unmasked Estep 
Score: -11848528.000000 Penalty: 3836.561279
	Iteration 59Q: 3 clusters Score -1.184853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -11848539.000000 Penalty: 3836.561279
	Iteration 60F: 3 clusters Score -1.184854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -11848556.000000 Penalty: 3836.561279
	Iteration 61Q: 3 clusters Score -1.184856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 130157 members 
Entering Unmasked Estep 
Score: -11848551.000000 Penalty: 3836.561279
	Iteration 62Q: 3 clusters Score -1.184855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
Score: -11848553.000000 Penalty: 3836.561279
	Iteration 63Q: 3 clusters Score -1.184855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 130164 members 
Entering Unmasked Estep 
Score: -11848549.000000 Penalty: 3836.561279
	Iteration 64Q: 3 clusters Score -1.184855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 130168 members 
Entering Unmasked Estep 
Score: -11848551.000000 Penalty: 3836.561279
	Iteration 65Q: 3 clusters Score -1.184855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -11848556.000000 Penalty: 3836.561279
	Iteration 66Q: 3 clusters Score -1.184856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -11848554.000000 Penalty: 3836.561279
	Iteration 67Q: 3 clusters Score -1.184855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -11848560.000000 Penalty: 3836.561279
	Iteration 68Q: 3 clusters Score -1.184856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 130186 members 
Entering Unmasked Estep 
Score: -11848555.000000 Penalty: 3836.561279
	Iteration 69Q: 3 clusters Score -1.184856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -11848552.000000 Penalty: 3836.561279
	Iteration 70Q: 3 clusters Score -1.184855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -11848556.000000 Penalty: 3836.561279
	Iteration 71Q: 3 clusters Score -1.184856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -11848546.000000 Penalty: 3836.561279
	Iteration 72Q: 3 clusters Score -1.184855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 130227 members 
Entering Unmasked Estep 
Score: -11848549.000000 Penalty: 3836.561279
	Iteration 73Q: 3 clusters Score -1.184855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -11848542.000000 Penalty: 3836.561279
	Iteration 74Q: 3 clusters Score -1.184854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -11848538.000000 Penalty: 3836.561279
	Iteration 75Q: 3 clusters Score -1.184854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 130243 members 
Entering Unmasked Estep 
Score: -11848541.000000 Penalty: 3836.561279
	Iteration 76Q: 3 clusters Score -1.184854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -11848534.000000 Penalty: 3836.561279
	Iteration 77Q: 3 clusters Score -1.184853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -11848540.000000 Penalty: 3836.561279
	Iteration 78Q: 3 clusters Score -1.184854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -11848548.000000 Penalty: 3836.561279
	Iteration 79Q: 3 clusters Score -1.184855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -11848545.000000 Penalty: 3836.561279
	Iteration 80F: 3 clusters Score -1.184854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -11848553.000000 Penalty: 3836.561279
	Iteration 81Q: 3 clusters Score -1.184855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -11848553.000000 Penalty: 3836.561279
	Iteration 82F: 3 clusters Score -1.184855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -372693.281250 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -372693.3 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 2199 members 
Entering Unmasked Estep 
Score: -369009.500000 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -369009.5 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -369987.281250 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -369987.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -370191.656250 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -370191.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -370353.593750 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -370353.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -370529.562500 Penalty: 2730.652344
	Iteration 4F: 3 clusters Score -370529.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -370708.218750 Penalty: 2730.652344
	Iteration 5F: 3 clusters Score -370708.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -370909.968750 Penalty: 2730.652344
	Iteration 6F: 3 clusters Score -370910 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -371116.093750 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -371116.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -371413.125000 Penalty: 2730.652344
	Iteration 8F: 3 clusters Score -371413.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -371816.812500 Penalty: 2730.652344
	Iteration 9F: 3 clusters Score -371816.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -372434.843750 Penalty: 2730.652344
	Iteration 10F: 3 clusters Score -372434.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -373230.687500 Penalty: 2730.652344
	Iteration 11F: 3 clusters Score -373230.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -373613.875000 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -373613.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373705.062500 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -373705.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -373726.593750 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -373726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -373729.687500 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -373729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -373731.062500 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -373731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -373731.656250 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -373731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -373731.312500 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -373731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -373731.312500 Penalty: 2730.652344
	Iteration 19F: 3 clusters Score -373731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Mstep: Class 33 contains 1731 members 
Entering Unmasked Estep 
Score: -76326928.000000 Penalty: 73493.570312
Splitting cluster 18 changes total score from -76326864.000000 to -76326928.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -458017.343750 Penalty: 1396.128296
	Iteration 0F: 2 clusters Score -458017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -453836.843750 Penalty: 2792.256592
	Iteration 0F: 3 clusters Score -453836.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -455123.656250 Penalty: 2792.256592
	Iteration 1F: 3 clusters Score -455123.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -455442.125000 Penalty: 2792.256592
	Iteration 2F: 3 clusters Score -455442.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -455692.593750 Penalty: 2792.256592
	Iteration 3F: 3 clusters Score -455692.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -455873.062500 Penalty: 2792.256592
	Iteration 4F: 3 clusters Score -455873.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -456037.062500 Penalty: 2792.256592
	Iteration 5Q: 3 clusters Score -456037.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -456175.125000 Penalty: 2792.256592
	Iteration 6Q: 3 clusters Score -456175.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -456295.812500 Penalty: 2792.256592
	Iteration 7Q: 3 clusters Score -456295.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -456405.593750 Penalty: 2792.256592
	Iteration 8Q: 3 clusters Score -456405.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -456501.750000 Penalty: 2792.256592
	Iteration 9Q: 3 clusters Score -456501.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -456597.468750 Penalty: 2792.256592
	Iteration 10Q: 3 clusters Score -456597.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -456686.218750 Penalty: 2792.256592
	Iteration 11Q: 3 clusters Score -456686.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -456756.812500 Penalty: 2792.256592
	Iteration 12Q: 3 clusters Score -456756.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -456822.031250 Penalty: 2792.256592
	Iteration 13Q: 3 clusters Score -456822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -456860.937500 Penalty: 2792.256592
	Iteration 14Q: 3 clusters Score -456860.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456889.750000 Penalty: 2792.256592
	Iteration 15Q: 3 clusters Score -456889.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -456915.031250 Penalty: 2792.256592
	Iteration 16Q: 3 clusters Score -456915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -456929.437500 Penalty: 2792.256592
	Iteration 17Q: 3 clusters Score -456929.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -456939.437500 Penalty: 2792.256592
	Iteration 18Q: 3 clusters Score -456939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -456944.031250 Penalty: 2792.256592
	Iteration 19Q: 3 clusters Score -456944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -456946.593750 Penalty: 2792.256592
	Iteration 20F: 3 clusters Score -456946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -456948.968750 Penalty: 2792.256592
	Iteration 21Q: 3 clusters Score -456949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -456949.968750 Penalty: 2792.256592
	Iteration 22Q: 3 clusters Score -456950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -456951.437500 Penalty: 2792.256592
	Iteration 23Q: 3 clusters Score -456951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -456954.500000 Penalty: 2792.256592
	Iteration 24Q: 3 clusters Score -456954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -456958.187500 Penalty: 2792.256592
	Iteration 25Q: 3 clusters Score -456958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -456961.656250 Penalty: 2792.256592
	Iteration 26Q: 3 clusters Score -456961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -456964.406250 Penalty: 2792.256592
	Iteration 27Q: 3 clusters Score -456964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -456968.687500 Penalty: 2792.256592
	Iteration 28Q: 3 clusters Score -456968.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -456972.968750 Penalty: 2792.256592
	Iteration 29Q: 3 clusters Score -456973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -456974.656250 Penalty: 2792.256592
	Iteration 30Q: 3 clusters Score -456974.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -456977.031250 Penalty: 2792.256592
	Iteration 31Q: 3 clusters Score -456977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -456980.531250 Penalty: 2792.256592
	Iteration 32Q: 3 clusters Score -456980.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -456984.218750 Penalty: 2792.256592
	Iteration 33Q: 3 clusters Score -456984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -456989.625000 Penalty: 2792.256592
	Iteration 34Q: 3 clusters Score -456989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -456990.656250 Penalty: 2792.256592
	Iteration 35Q: 3 clusters Score -456990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -456995.093750 Penalty: 2792.256592
	Iteration 36Q: 3 clusters Score -456995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -456996.812500 Penalty: 2792.256592
	Iteration 37Q: 3 clusters Score -456996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -456997.656250 Penalty: 2792.256592
	Iteration 38Q: 3 clusters Score -456997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -456998.562500 Penalty: 2792.256592
	Iteration 39Q: 3 clusters Score -456998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -456998.375000 Penalty: 2792.256592
	Iteration 40F: 3 clusters Score -456998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -457000.375000 Penalty: 2792.256592
	Iteration 41Q: 3 clusters Score -457000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -457000.781250 Penalty: 2792.256592
	Iteration 42Q: 3 clusters Score -457000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -457001.531250 Penalty: 2792.256592
	Iteration 43Q: 3 clusters Score -457001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -457002.562500 Penalty: 2792.256592
	Iteration 44Q: 3 clusters Score -457002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -457003.250000 Penalty: 2792.256592
	Iteration 45Q: 3 clusters Score -457003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -457003.875000 Penalty: 2792.256592
	Iteration 46Q: 3 clusters Score -457003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -457004.031250 Penalty: 2792.256592
	Iteration 47Q: 3 clusters Score -457004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -457004.843750 Penalty: 2792.256592
	Iteration 48Q: 3 clusters Score -457004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -457004.531250 Penalty: 2792.256592
	Iteration 49Q: 3 clusters Score -457004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -457005.000000 Penalty: 2792.256592
	Iteration 50Q: 3 clusters Score -457005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -457004.968750 Penalty: 2792.256592
	Iteration 51Q: 3 clusters Score -457005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -457005.718750 Penalty: 2792.256592
	Iteration 52Q: 3 clusters Score -457005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -457005.750000 Penalty: 2792.256592
	Iteration 53Q: 3 clusters Score -457005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -457005.468750 Penalty: 2792.256592
	Iteration 54Q: 3 clusters Score -457005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -457005.468750 Penalty: 2792.256592
	Iteration 55F: 3 clusters Score -457005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -903280.562500 Penalty: 1501.783081
	Iteration 0F: 2 clusters Score -903280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -896007.812500 Penalty: 3003.566162
	Iteration 0F: 3 clusters Score -896007.8 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -898335.062500 Penalty: 3003.566162
	Iteration 1F: 3 clusters Score -898335.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -898575.500000 Penalty: 3003.566162
	Iteration 2F: 3 clusters Score -898575.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -898835.812500 Penalty: 3003.566162
	Iteration 3Q: 3 clusters Score -898835.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -899143.125000 Penalty: 3003.566162
	Iteration 4Q: 3 clusters Score -899143.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -899458.937500 Penalty: 3003.566162
	Iteration 5F: 3 clusters Score -899458.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -899805.625000 Penalty: 3003.566162
	Iteration 6F: 3 clusters Score -899805.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -900195.500000 Penalty: 3003.566162
	Iteration 7F: 3 clusters Score -900195.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -900629.562500 Penalty: 3003.566162
	Iteration 8F: 3 clusters Score -900629.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -901009.500000 Penalty: 3003.566162
	Iteration 9Q: 3 clusters Score -901009.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -901299.312500 Penalty: 3003.566162
	Iteration 10Q: 3 clusters Score -901299.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -901494.187500 Penalty: 3003.566162
	Iteration 11Q: 3 clusters Score -901494.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -901635.312500 Penalty: 3003.566162
	Iteration 12Q: 3 clusters Score -901635.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -901733.875000 Penalty: 3003.566162
	Iteration 13Q: 3 clusters Score -901733.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -901802.187500 Penalty: 3003.566162
	Iteration 14Q: 3 clusters Score -901802.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -901843.750000 Penalty: 3003.566162
	Iteration 15Q: 3 clusters Score -901843.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -901884.312500 Penalty: 3003.566162
	Iteration 16Q: 3 clusters Score -901884.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -901917.875000 Penalty: 3003.566162
	Iteration 17Q: 3 clusters Score -901917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -901940.687500 Penalty: 3003.566162
	Iteration 18Q: 3 clusters Score -901940.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -901965.625000 Penalty: 3003.566162
	Iteration 19Q: 3 clusters Score -901965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -901972.812500 Penalty: 3003.566162
	Iteration 20F: 3 clusters Score -901972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -901983.000000 Penalty: 3003.566162
	Iteration 21Q: 3 clusters Score -901983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -901987.625000 Penalty: 3003.566162
	Iteration 22Q: 3 clusters Score -901987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -901988.750000 Penalty: 3003.566162
	Iteration 23Q: 3 clusters Score -901988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -901993.937500 Penalty: 3003.566162
	Iteration 24Q: 3 clusters Score -901993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -901997.812500 Penalty: 3003.566162
	Iteration 25Q: 3 clusters Score -901997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -902007.500000 Penalty: 3003.566162
	Iteration 26Q: 3 clusters Score -902007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -902013.500000 Penalty: 3003.566162
	Iteration 27Q: 3 clusters Score -902013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -902018.812500 Penalty: 3003.566162
	Iteration 28Q: 3 clusters Score -902018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -902022.375000 Penalty: 3003.566162
	Iteration 29Q: 3 clusters Score -902022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -902023.437500 Penalty: 3003.566162
	Iteration 30Q: 3 clusters Score -902023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -902024.625000 Penalty: 3003.566162
	Iteration 31Q: 3 clusters Score -902024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -902024.625000 Penalty: 3003.566162
	Iteration 32F: 3 clusters Score -902024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Entering Unmasked Estep 
Score: -4123818.750000 Penalty: 1748.694214
	Iteration 0F: 2 clusters Score -4123819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4092198.500000 Penalty: 3497.388428
	Iteration 0F: 3 clusters Score -4092198 nChanged 22105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4104829.750000 Penalty: 3497.388428
	Iteration 1F: 3 clusters Score -4104830 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4105487.250000 Penalty: 3497.388428
	Iteration 2Q: 3 clusters Score -4105487 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4106308.500000 Penalty: 3497.388428
	Iteration 3Q: 3 clusters Score -4106308 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4107250.500000 Penalty: 3497.388428
	Iteration 4Q: 3 clusters Score -4107250 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4108373.750000 Penalty: 3497.388428
	Iteration 5F: 3 clusters Score -4108374 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4109613.500000 Penalty: 3497.388428
	Iteration 6F: 3 clusters Score -4109614 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4111149.000000 Penalty: 3497.388428
	Iteration 7F: 3 clusters Score -4111149 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4112967.000000 Penalty: 3497.388428
	Iteration 8F: 3 clusters Score -4112967 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4115046.000000 Penalty: 3497.388428
	Iteration 9F: 3 clusters Score -4115046 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -4116966.750000 Penalty: 3497.388428
	Iteration 10Q: 3 clusters Score -4116967 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4118549.750000 Penalty: 3497.388428
	Iteration 11Q: 3 clusters Score -4118550 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -4119574.000000 Penalty: 3497.388428
	Iteration 12Q: 3 clusters Score -4119574 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -4120279.500000 Penalty: 3497.388428
	Iteration 13Q: 3 clusters Score -4120280 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -4120775.250000 Penalty: 3497.388428
	Iteration 14Q: 3 clusters Score -4120775 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -4121155.750000 Penalty: 3497.388428
	Iteration 15Q: 3 clusters Score -4121156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -4121440.000000 Penalty: 3497.388428
	Iteration 16Q: 3 clusters Score -4121440 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -4121661.750000 Penalty: 3497.388428
	Iteration 17Q: 3 clusters Score -4121662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -4121813.750000 Penalty: 3497.388428
	Iteration 18Q: 3 clusters Score -4121814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -4121948.750000 Penalty: 3497.388428
	Iteration 19Q: 3 clusters Score -4121949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -4122039.000000 Penalty: 3497.388428
	Iteration 20F: 3 clusters Score -4122039 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -4122118.750000 Penalty: 3497.388428
	Iteration 21Q: 3 clusters Score -4122119 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -4122187.250000 Penalty: 3497.388428
	Iteration 22Q: 3 clusters Score -4122187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -4122211.500000 Penalty: 3497.388428
	Iteration 23Q: 3 clusters Score -4122212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -4122239.500000 Penalty: 3497.388428
	Iteration 24Q: 3 clusters Score -4122240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -4122275.250000 Penalty: 3497.388428
	Iteration 25Q: 3 clusters Score -4122275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -4122306.750000 Penalty: 3497.388428
	Iteration 26Q: 3 clusters Score -4122307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -4122328.250000 Penalty: 3497.388428
	Iteration 27Q: 3 clusters Score -4122328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -4122334.750000 Penalty: 3497.388428
	Iteration 28Q: 3 clusters Score -4122335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -4122345.000000 Penalty: 3497.388428
	Iteration 29Q: 3 clusters Score -4122345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -4122355.000000 Penalty: 3497.388428
	Iteration 30Q: 3 clusters Score -4122355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -4122357.500000 Penalty: 3497.388428
	Iteration 31Q: 3 clusters Score -4122358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -4122351.500000 Penalty: 3497.388428
	Iteration 32Q: 3 clusters Score -4122352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -4122357.000000 Penalty: 3497.388428
	Iteration 33Q: 3 clusters Score -4122357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -4122363.000000 Penalty: 3497.388428
	Iteration 34Q: 3 clusters Score -4122363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -4122363.250000 Penalty: 3497.388428
	Iteration 35Q: 3 clusters Score -4122363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -4122369.000000 Penalty: 3497.388428
	Iteration 36Q: 3 clusters Score -4122369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -4122366.750000 Penalty: 3497.388428
	Iteration 37Q: 3 clusters Score -4122367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -4122367.500000 Penalty: 3497.388428
	Iteration 38Q: 3 clusters Score -4122368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -4122369.500000 Penalty: 3497.388428
	Iteration 39Q: 3 clusters Score -4122370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -4122371.750000 Penalty: 3497.388428
	Iteration 40F: 3 clusters Score -4122372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -4122369.000000 Penalty: 3497.388428
	Iteration 41Q: 3 clusters Score -4122369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -4122369.250000 Penalty: 3497.388428
	Iteration 42Q: 3 clusters Score -4122369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -4122377.000000 Penalty: 3497.388428
	Iteration 43Q: 3 clusters Score -4122377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -4122380.750000 Penalty: 3497.388428
	Iteration 44Q: 3 clusters Score -4122381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -4122383.000000 Penalty: 3497.388428
	Iteration 45Q: 3 clusters Score -4122383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -4122385.250000 Penalty: 3497.388428
	Iteration 46Q: 3 clusters Score -4122385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -4122386.750000 Penalty: 3497.388428
	Iteration 47Q: 3 clusters Score -4122387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -4122386.750000 Penalty: 3497.388428
	Iteration 48F: 3 clusters Score -4122387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Entering Unmasked Estep 
Score: -1846535.625000 Penalty: 1616.811279
	Iteration 0F: 2 clusters Score -1846536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1832233.875000 Penalty: 3233.622559
	Iteration 0F: 3 clusters Score -1832234 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1837563.500000 Penalty: 3233.622559
	Iteration 1F: 3 clusters Score -1837564 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1838036.250000 Penalty: 3233.622559
	Iteration 2F: 3 clusters Score -1838036 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1838595.125000 Penalty: 3233.622559
	Iteration 3F: 3 clusters Score -1838595 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1839311.875000 Penalty: 3233.622559
	Iteration 4F: 3 clusters Score -1839312 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1840292.000000 Penalty: 3233.622559
	Iteration 5F: 3 clusters Score -1840292 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1841472.250000 Penalty: 3233.622559
	Iteration 6F: 3 clusters Score -1841472 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1842658.625000 Penalty: 3233.622559
	Iteration 7F: 3 clusters Score -1842659 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1843612.375000 Penalty: 3233.622559
	Iteration 8F: 3 clusters Score -1843612 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1844233.250000 Penalty: 3233.622559
	Iteration 9Q: 3 clusters Score -1844233 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1844574.000000 Penalty: 3233.622559
	Iteration 10Q: 3 clusters Score -1844574 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1844795.000000 Penalty: 3233.622559
	Iteration 11Q: 3 clusters Score -1844795 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1844950.375000 Penalty: 3233.622559
	Iteration 12Q: 3 clusters Score -1844950 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1845091.625000 Penalty: 3233.622559
	Iteration 13Q: 3 clusters Score -1845092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1845175.625000 Penalty: 3233.622559
	Iteration 14Q: 3 clusters Score -1845176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1845247.625000 Penalty: 3233.622559
	Iteration 15Q: 3 clusters Score -1845248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1845293.875000 Penalty: 3233.622559
	Iteration 16Q: 3 clusters Score -1845294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1845316.500000 Penalty: 3233.622559
	Iteration 17Q: 3 clusters Score -1845316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1845339.375000 Penalty: 3233.622559
	Iteration 18Q: 3 clusters Score -1845339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1845362.750000 Penalty: 3233.622559
	Iteration 19Q: 3 clusters Score -1845363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1845377.500000 Penalty: 3233.622559
	Iteration 20F: 3 clusters Score -1845378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1845392.875000 Penalty: 3233.622559
	Iteration 21Q: 3 clusters Score -1845393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1845402.750000 Penalty: 3233.622559
	Iteration 22Q: 3 clusters Score -1845403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1845412.125000 Penalty: 3233.622559
	Iteration 23Q: 3 clusters Score -1845412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1845433.250000 Penalty: 3233.622559
	Iteration 24Q: 3 clusters Score -1845433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1845435.750000 Penalty: 3233.622559
	Iteration 25Q: 3 clusters Score -1845436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1845434.625000 Penalty: 3233.622559
	Iteration 26Q: 3 clusters Score -1845435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1845444.250000 Penalty: 3233.622559
	Iteration 27Q: 3 clusters Score -1845444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1845447.375000 Penalty: 3233.622559
	Iteration 28Q: 3 clusters Score -1845447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1845448.125000 Penalty: 3233.622559
	Iteration 29Q: 3 clusters Score -1845448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1845447.875000 Penalty: 3233.622559
	Iteration 30Q: 3 clusters Score -1845448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1845451.000000 Penalty: 3233.622559
	Iteration 31Q: 3 clusters Score -1845451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1845450.500000 Penalty: 3233.622559
	Iteration 32Q: 3 clusters Score -1845450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1845450.125000 Penalty: 3233.622559
	Iteration 33Q: 3 clusters Score -1845450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1845450.125000 Penalty: 3233.622559
	Iteration 34F: 3 clusters Score -1845450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -132866.578125 Penalty: 1202.302734
	Iteration 0F: 2 clusters Score -132866.6 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 770 members 
Entering Unmasked Estep 
Score: -131026.695312 Penalty: 2404.605469
	Iteration 0F: 3 clusters Score -131026.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131431.312500 Penalty: 2404.605469
	Iteration 1F: 3 clusters Score -131431.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131559.718750 Penalty: 2404.605469
	Iteration 2F: 3 clusters Score -131559.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131632.640625 Penalty: 2404.605469
	Iteration 3F: 3 clusters Score -131632.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131679.828125 Penalty: 2404.605469
	Iteration 4Q: 3 clusters Score -131679.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131716.390625 Penalty: 2404.605469
	Iteration 5Q: 3 clusters Score -131716.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131747.640625 Penalty: 2404.605469
	Iteration 6Q: 3 clusters Score -131747.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131776.218750 Penalty: 2404.605469
	Iteration 7Q: 3 clusters Score -131776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131810.640625 Penalty: 2404.605469
	Iteration 8Q: 3 clusters Score -131810.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131835.625000 Penalty: 2404.605469
	Iteration 9Q: 3 clusters Score -131835.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131849.625000 Penalty: 2404.605469
	Iteration 10Q: 3 clusters Score -131849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131857.296875 Penalty: 2404.605469
	Iteration 11Q: 3 clusters Score -131857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131865.453125 Penalty: 2404.605469
	Iteration 12Q: 3 clusters Score -131865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131870.312500 Penalty: 2404.605469
	Iteration 13Q: 3 clusters Score -131870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131874.484375 Penalty: 2404.605469
	Iteration 14Q: 3 clusters Score -131874.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131877.937500 Penalty: 2404.605469
	Iteration 15Q: 3 clusters Score -131877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131883.140625 Penalty: 2404.605469
	Iteration 16Q: 3 clusters Score -131883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131885.734375 Penalty: 2404.605469
	Iteration 17Q: 3 clusters Score -131885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131887.921875 Penalty: 2404.605469
	Iteration 18Q: 3 clusters Score -131887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131889.484375 Penalty: 2404.605469
	Iteration 19Q: 3 clusters Score -131889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131890.593750 Penalty: 2404.605469
	Iteration 20F: 3 clusters Score -131890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131891.984375 Penalty: 2404.605469
	Iteration 21Q: 3 clusters Score -131892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131893.390625 Penalty: 2404.605469
	Iteration 22Q: 3 clusters Score -131893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131894.328125 Penalty: 2404.605469
	Iteration 23Q: 3 clusters Score -131894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131895.562500 Penalty: 2404.605469
	Iteration 24Q: 3 clusters Score -131895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131895.734375 Penalty: 2404.605469
	Iteration 25Q: 3 clusters Score -131895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131896.765625 Penalty: 2404.605469
	Iteration 26Q: 3 clusters Score -131896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131897.156250 Penalty: 2404.605469
	Iteration 27Q: 3 clusters Score -131897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131897.156250 Penalty: 2404.605469
	Iteration 28F: 3 clusters Score -131897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Entering Unmasked Estep 
Score: -1996229.125000 Penalty: 1648.527588
	Iteration 0F: 2 clusters Score -1996229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1979058.750000 Penalty: 3297.055176
	Iteration 0F: 3 clusters Score -1979059 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1985846.000000 Penalty: 3297.055176
	Iteration 1F: 3 clusters Score -1985846 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1986637.500000 Penalty: 3297.055176
	Iteration 2F: 3 clusters Score -1986638 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1987472.500000 Penalty: 3297.055176
	Iteration 3F: 3 clusters Score -1987472 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1988329.000000 Penalty: 3297.055176
	Iteration 4F: 3 clusters Score -1988329 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1989273.500000 Penalty: 3297.055176
	Iteration 5F: 3 clusters Score -1989274 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1990220.500000 Penalty: 3297.055176
	Iteration 6F: 3 clusters Score -1990220 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1991160.125000 Penalty: 3297.055176
	Iteration 7F: 3 clusters Score -1991160 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1991994.250000 Penalty: 3297.055176
	Iteration 8Q: 3 clusters Score -1991994 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1992525.000000 Penalty: 3297.055176
	Iteration 9Q: 3 clusters Score -1992525 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1992910.875000 Penalty: 3297.055176
	Iteration 10Q: 3 clusters Score -1992911 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1993195.000000 Penalty: 3297.055176
	Iteration 11Q: 3 clusters Score -1993195 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1993400.500000 Penalty: 3297.055176
	Iteration 12Q: 3 clusters Score -1993400 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1993589.875000 Penalty: 3297.055176
	Iteration 13Q: 3 clusters Score -1993590 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1993781.375000 Penalty: 3297.055176
	Iteration 14Q: 3 clusters Score -1993781 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -1993965.000000 Penalty: 3297.055176
	Iteration 15Q: 3 clusters Score -1993965 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -1994138.375000 Penalty: 3297.055176
	Iteration 16Q: 3 clusters Score -1994138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1994296.625000 Penalty: 3297.055176
	Iteration 17Q: 3 clusters Score -1994297 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -1994426.625000 Penalty: 3297.055176
	Iteration 18Q: 3 clusters Score -1994427 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -1994577.750000 Penalty: 3297.055176
	Iteration 19Q: 3 clusters Score -1994578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1994695.875000 Penalty: 3297.055176
	Iteration 20F: 3 clusters Score -1994696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -1994803.875000 Penalty: 3297.055176
	Iteration 21Q: 3 clusters Score -1994804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -1994891.750000 Penalty: 3297.055176
	Iteration 22Q: 3 clusters Score -1994892 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1994998.375000 Penalty: 3297.055176
	Iteration 23Q: 3 clusters Score -1994998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -1995071.875000 Penalty: 3297.055176
	Iteration 24Q: 3 clusters Score -1995072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -1995146.375000 Penalty: 3297.055176
	Iteration 25Q: 3 clusters Score -1995146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -1995200.375000 Penalty: 3297.055176
	Iteration 26Q: 3 clusters Score -1995200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -1995255.750000 Penalty: 3297.055176
	Iteration 27Q: 3 clusters Score -1995256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1995295.250000 Penalty: 3297.055176
	Iteration 28Q: 3 clusters Score -1995295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1995319.500000 Penalty: 3297.055176
	Iteration 29Q: 3 clusters Score -1995320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -1995331.000000 Penalty: 3297.055176
	Iteration 30Q: 3 clusters Score -1995331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -1995343.625000 Penalty: 3297.055176
	Iteration 31Q: 3 clusters Score -1995344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1995349.625000 Penalty: 3297.055176
	Iteration 32Q: 3 clusters Score -1995350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1995353.375000 Penalty: 3297.055176
	Iteration 33Q: 3 clusters Score -1995353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -1995360.000000 Penalty: 3297.055176
	Iteration 34Q: 3 clusters Score -1995360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1995362.875000 Penalty: 3297.055176
	Iteration 35Q: 3 clusters Score -1995363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -1995368.000000 Penalty: 3297.055176
	Iteration 36Q: 3 clusters Score -1995368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -1995373.000000 Penalty: 3297.055176
	Iteration 37Q: 3 clusters Score -1995373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1995374.875000 Penalty: 3297.055176
	Iteration 38Q: 3 clusters Score -1995375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -1995379.500000 Penalty: 3297.055176
	Iteration 39Q: 3 clusters Score -1995380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -1995382.375000 Penalty: 3297.055176
	Iteration 40F: 3 clusters Score -1995382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -1995382.500000 Penalty: 3297.055176
	Iteration 41Q: 3 clusters Score -1995382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -1995383.375000 Penalty: 3297.055176
	Iteration 42Q: 3 clusters Score -1995383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1995384.750000 Penalty: 3297.055176
	Iteration 43Q: 3 clusters Score -1995385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1995385.000000 Penalty: 3297.055176
	Iteration 44Q: 3 clusters Score -1995385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1995385.125000 Penalty: 3297.055176
	Iteration 45Q: 3 clusters Score -1995385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1995385.625000 Penalty: 3297.055176
	Iteration 46Q: 3 clusters Score -1995386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1995385.625000 Penalty: 3297.055176
	Iteration 47F: 3 clusters Score -1995386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -105550.789062 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -105550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -103768.906250 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -103768.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -104281.890625 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -104281.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104499.828125 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -104499.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104649.906250 Penalty: 2401.407471
	Iteration 3F: 3 clusters Score -104649.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104780.750000 Penalty: 2401.407471
	Iteration 4F: 3 clusters Score -104780.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -104911.968750 Penalty: 2401.407471
	Iteration 5F: 3 clusters Score -104912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105010.617188 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -105010.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105066.750000 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -105066.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105107.007812 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -105107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105127.898438 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -105127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105147.226562 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -105147.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105167.601562 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -105167.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -105196.148438 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -105196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105227.898438 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -105227.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105248.515625 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -105248.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105267.656250 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -105267.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105288.281250 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -105288.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105300.789062 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -105300.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105314.718750 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -105314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105326.664062 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -105326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105333.453125 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -105333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105336.273438 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -105336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105341.750000 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -105341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105344.554688 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -105344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105349.195312 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -105349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105351.070312 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -105351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105351.281250 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -105351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105351.523438 Penalty: 2401.407471
	Iteration 27Q: 3 clusters Score -105351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105351.523438 Penalty: 2401.407471
	Iteration 28F: 3 clusters Score -105351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -392004.343750 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -392004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -388162.968750 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -388163 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -389370.687500 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -389370.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -389686.875000 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -389686.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -389999.343750 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -389999.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -390393.156250 Penalty: 2755.699463
	Iteration 4F: 3 clusters Score -390393.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -390927.906250 Penalty: 2755.699463
	Iteration 5F: 3 clusters Score -390927.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -391450.093750 Penalty: 2755.699463
	Iteration 6F: 3 clusters Score -391450.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -391828.937500 Penalty: 2755.699463
	Iteration 7F: 3 clusters Score -391828.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -392074.281250 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -392074.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -392212.468750 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -392212.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -392268.281250 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -392268.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -392289.062500 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -392289.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -392301.000000 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -392301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -392307.468750 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -392307.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -392310.281250 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -392310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -392312.093750 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -392312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -392313.187500 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -392313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -392313.906250 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -392313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -392313.906250 Penalty: 2755.699463
	Iteration 18F: 3 clusters Score -392313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 1877 members 
Entering Unmasked Estep 
Score: -76326280.000000 Penalty: 75720.648438
Splitting cluster 26 changes total score from -76326864.000000 to -76326280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -75585.773438 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -75585.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74182.398438 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -74182.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74482.015625 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -74482.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74659.500000 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -74659.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74967.601562 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -74967.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75347.085938 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -75347.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -75498.281250 Penalty: 2226.978760
	Iteration 5F: 3 clusters Score -75498.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75551.406250 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -75551.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -75584.054688 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -75584.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75613.187500 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -75613.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75624.132812 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -75624.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75630.968750 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -75630.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75635.953125 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -75635.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75635.953125 Penalty: 2226.978760
	Iteration 12F: 3 clusters Score -75635.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 228 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 718 members 
Entering Unmasked Estep 
Score: -76325840.000000 Penalty: 75720.648438
Splitting cluster 27 changes total score from -76326864.000000 to -76325840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Entering Unmasked Estep 
Score: -963233.937500 Penalty: 1507.066284
	Iteration 0F: 2 clusters Score -963233.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -955638.000000 Penalty: 3014.132568
	Iteration 0F: 3 clusters Score -955638 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -958152.375000 Penalty: 3014.132568
	Iteration 1F: 3 clusters Score -958152.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -958358.875000 Penalty: 3014.132568
	Iteration 2F: 3 clusters Score -958358.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -958516.875000 Penalty: 3014.132568
	Iteration 3Q: 3 clusters Score -958516.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -958664.812500 Penalty: 3014.132568
	Iteration 4Q: 3 clusters Score -958664.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -958809.375000 Penalty: 3014.132568
	Iteration 5Q: 3 clusters Score -958809.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -958973.875000 Penalty: 3014.132568
	Iteration 6Q: 3 clusters Score -958973.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -959177.875000 Penalty: 3014.132568
	Iteration 7Q: 3 clusters Score -959177.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -959424.062500 Penalty: 3014.132568
	Iteration 8Q: 3 clusters Score -959424.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -959747.750000 Penalty: 3014.132568
	Iteration 9Q: 3 clusters Score -959747.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -960139.125000 Penalty: 3014.132568
	Iteration 10F: 3 clusters Score -960139.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -960529.250000 Penalty: 3014.132568
	Iteration 11Q: 3 clusters Score -960529.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -960873.375000 Penalty: 3014.132568
	Iteration 12Q: 3 clusters Score -960873.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -961168.875000 Penalty: 3014.132568
	Iteration 13Q: 3 clusters Score -961168.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -961355.062500 Penalty: 3014.132568
	Iteration 14Q: 3 clusters Score -961355.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -961473.187500 Penalty: 3014.132568
	Iteration 15Q: 3 clusters Score -961473.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -961559.625000 Penalty: 3014.132568
	Iteration 16Q: 3 clusters Score -961559.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -961623.437500 Penalty: 3014.132568
	Iteration 17Q: 3 clusters Score -961623.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -961676.875000 Penalty: 3014.132568
	Iteration 18Q: 3 clusters Score -961676.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -961719.000000 Penalty: 3014.132568
	Iteration 19Q: 3 clusters Score -961719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -961756.750000 Penalty: 3014.132568
	Iteration 20F: 3 clusters Score -961756.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -961784.312500 Penalty: 3014.132568
	Iteration 21Q: 3 clusters Score -961784.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -961803.250000 Penalty: 3014.132568
	Iteration 22Q: 3 clusters Score -961803.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -961827.625000 Penalty: 3014.132568
	Iteration 23Q: 3 clusters Score -961827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -961844.500000 Penalty: 3014.132568
	Iteration 24Q: 3 clusters Score -961844.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -961858.562500 Penalty: 3014.132568
	Iteration 25Q: 3 clusters Score -961858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -961872.750000 Penalty: 3014.132568
	Iteration 26Q: 3 clusters Score -961872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -961876.687500 Penalty: 3014.132568
	Iteration 27Q: 3 clusters Score -961876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -961880.250000 Penalty: 3014.132568
	Iteration 28Q: 3 clusters Score -961880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -961884.062500 Penalty: 3014.132568
	Iteration 29Q: 3 clusters Score -961884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -961887.687500 Penalty: 3014.132568
	Iteration 30Q: 3 clusters Score -961887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -961889.000000 Penalty: 3014.132568
	Iteration 31Q: 3 clusters Score -961889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -961891.562500 Penalty: 3014.132568
	Iteration 32Q: 3 clusters Score -961891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -961892.937500 Penalty: 3014.132568
	Iteration 33Q: 3 clusters Score -961892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -961895.687500 Penalty: 3014.132568
	Iteration 34Q: 3 clusters Score -961895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -961897.812500 Penalty: 3014.132568
	Iteration 35Q: 3 clusters Score -961897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -961896.937500 Penalty: 3014.132568
	Iteration 36Q: 3 clusters Score -961896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -961898.312500 Penalty: 3014.132568
	Iteration 37Q: 3 clusters Score -961898.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -961898.312500 Penalty: 3014.132568
	Iteration 38F: 3 clusters Score -961898.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -115893.054688 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -115893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114128.703125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -114128.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -114592.960938 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -114593 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114776.367188 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -114776.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -114955.148438 Penalty: 2382.807373
	Iteration 3F: 3 clusters Score -114955.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115096.992188 Penalty: 2382.807373
	Iteration 4F: 3 clusters Score -115097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115237.695312 Penalty: 2382.807373
	Iteration 5F: 3 clusters Score -115237.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115346.312500 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -115346.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115427.398438 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -115427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -115484.289062 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -115484.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -115539.703125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -115539.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -115594.390625 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -115594.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -115629.742188 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -115629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -115637.296875 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -115637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -115640.828125 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -115640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -115645.453125 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -115645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -115646.054688 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -115646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -115647.984375 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -115648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -115649.570312 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -115649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -115650.328125 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -115650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -115650.328125 Penalty: 2382.807373
	Iteration 19F: 3 clusters Score -115650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -99278.429688 Penalty: 1164.894287
	Iteration 0F: 2 clusters Score -99278.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97669.234375 Penalty: 2329.788574
	Iteration 0F: 3 clusters Score -97669.23 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98108.929688 Penalty: 2329.788574
	Iteration 1F: 3 clusters Score -98108.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98287.937500 Penalty: 2329.788574
	Iteration 2F: 3 clusters Score -98287.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98431.000000 Penalty: 2329.788574
	Iteration 3F: 3 clusters Score -98431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98588.710938 Penalty: 2329.788574
	Iteration 4F: 3 clusters Score -98588.71 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98747.406250 Penalty: 2329.788574
	Iteration 5F: 3 clusters Score -98747.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98844.585938 Penalty: 2329.788574
	Iteration 6Q: 3 clusters Score -98844.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98928.460938 Penalty: 2329.788574
	Iteration 7Q: 3 clusters Score -98928.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98996.718750 Penalty: 2329.788574
	Iteration 8Q: 3 clusters Score -98996.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99057.312500 Penalty: 2329.788574
	Iteration 9Q: 3 clusters Score -99057.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99102.093750 Penalty: 2329.788574
	Iteration 10Q: 3 clusters Score -99102.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99124.625000 Penalty: 2329.788574
	Iteration 11Q: 3 clusters Score -99124.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99161.718750 Penalty: 2329.788574
	Iteration 12Q: 3 clusters Score -99161.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99185.695312 Penalty: 2329.788574
	Iteration 13Q: 3 clusters Score -99185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99190.234375 Penalty: 2329.788574
	Iteration 14Q: 3 clusters Score -99190.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99192.351562 Penalty: 2329.788574
	Iteration 15Q: 3 clusters Score -99192.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99195.398438 Penalty: 2329.788574
	Iteration 16Q: 3 clusters Score -99195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99196.570312 Penalty: 2329.788574
	Iteration 17Q: 3 clusters Score -99196.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99197.585938 Penalty: 2329.788574
	Iteration 18Q: 3 clusters Score -99197.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99197.585938 Penalty: 2329.788574
	Iteration 19F: 3 clusters Score -99197.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -168719.203125 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -168719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166617.953125 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -166618 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -167103.515625 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -167103.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -167251.156250 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -167251.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -167344.250000 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -167344.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -167417.937500 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -167417.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -167488.718750 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -167488.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167555.562500 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -167555.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167608.859375 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -167608.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167654.578125 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -167654.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167697.687500 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -167697.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167725.109375 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -167725.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167741.843750 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -167741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167762.343750 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -167762.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167780.765625 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -167780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -167793.640625 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -167793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -167808.468750 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -167808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167821.250000 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -167821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167833.875000 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -167833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167852.375000 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -167852.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167871.187500 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -167871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167875.546875 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -167875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -167876.687500 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -167876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167876.953125 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -167877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167876.953125 Penalty: 2475.612061
	Iteration 23F: 3 clusters Score -167877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (98359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Entering Unmasked Estep 
Score: -8821491.000000 Penalty: 1868.161621
	Iteration 0F: 2 clusters Score -8821491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -8755855.000000 Penalty: 3736.323242
	Iteration 0F: 3 clusters Score -8755855 nChanged 47112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8783077.000000 Penalty: 3736.323242
	Iteration 1F: 3 clusters Score -8783077 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8783582.000000 Penalty: 3736.323242
	Iteration 2Q: 3 clusters Score -8783582 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -8784232.000000 Penalty: 3736.323242
	Iteration 3Q: 3 clusters Score -8784232 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8785138.000000 Penalty: 3736.323242
	Iteration 4Q: 3 clusters Score -8785138 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8786599.000000 Penalty: 3736.323242
	Iteration 5Q: 3 clusters Score -8786599 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8789282.000000 Penalty: 3736.323242
	Iteration 6F: 3 clusters Score -8789282 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -8793451.000000 Penalty: 3736.323242
	Iteration 7F: 3 clusters Score -8793451 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -8799487.000000 Penalty: 3736.323242
	Iteration 8F: 3 clusters Score -8799487 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -8806584.000000 Penalty: 3736.323242
	Iteration 9F: 3 clusters Score -8806584 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8812471.000000 Penalty: 3736.323242
	Iteration 10F: 3 clusters Score -8812471 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -8816320.000000 Penalty: 3736.323242
	Iteration 11Q: 3 clusters Score -8816320 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8818283.000000 Penalty: 3736.323242
	Iteration 12Q: 3 clusters Score -8818283 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8819086.000000 Penalty: 3736.323242
	Iteration 13Q: 3 clusters Score -8819086 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8819478.000000 Penalty: 3736.323242
	Iteration 14Q: 3 clusters Score -8819478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8819683.000000 Penalty: 3736.323242
	Iteration 15Q: 3 clusters Score -8819683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8819792.000000 Penalty: 3736.323242
	Iteration 16Q: 3 clusters Score -8819792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8819857.000000 Penalty: 3736.323242
	Iteration 17Q: 3 clusters Score -8819857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8819878.000000 Penalty: 3736.323242
	Iteration 18Q: 3 clusters Score -8819878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8819890.000000 Penalty: 3736.323242
	Iteration 19Q: 3 clusters Score -8819890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8819905.000000 Penalty: 3736.323242
	Iteration 20F: 3 clusters Score -8819905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8819917.000000 Penalty: 3736.323242
	Iteration 21Q: 3 clusters Score -8819917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8819930.000000 Penalty: 3736.323242
	Iteration 22Q: 3 clusters Score -8819930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8819928.000000 Penalty: 3736.323242
	Iteration 23Q: 3 clusters Score -8819928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8819940.000000 Penalty: 3736.323242
	Iteration 24Q: 3 clusters Score -8819940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8819947.000000 Penalty: 3736.323242
	Iteration 25Q: 3 clusters Score -8819947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8819955.000000 Penalty: 3736.323242
	Iteration 26Q: 3 clusters Score -8819955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8819971.000000 Penalty: 3736.323242
	Iteration 27Q: 3 clusters Score -8819971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8819966.000000 Penalty: 3736.323242
	Iteration 28Q: 3 clusters Score -8819966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8819972.000000 Penalty: 3736.323242
	Iteration 29Q: 3 clusters Score -8819972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8819972.000000 Penalty: 3736.323242
	Iteration 30Q: 3 clusters Score -8819972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8819983.000000 Penalty: 3736.323242
	Iteration 31Q: 3 clusters Score -8819983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8819974.000000 Penalty: 3736.323242
	Iteration 32Q: 3 clusters Score -8819974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98009 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8819971.000000 Penalty: 3736.323242
	Iteration 33Q: 3 clusters Score -8819971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8819968.000000 Penalty: 3736.323242
	Iteration 34Q: 3 clusters Score -8819968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8819965.000000 Penalty: 3736.323242
	Iteration 35Q: 3 clusters Score -8819965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8819975.000000 Penalty: 3736.323242
	Iteration 36Q: 3 clusters Score -8819975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8819975.000000 Penalty: 3736.323242
	Iteration 37F: 3 clusters Score -8819975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174381 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81348 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133894 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47155 members 
Mstep: Class 22 contains 20944 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10660 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327184.000000 Penalty: 73493.570312
Iteration 119Q: 34 clusters Score -7.632718e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174384 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30208 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77205 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 10313 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81282 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 133892 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 5352 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47160 members 
Mstep: Class 22 contains 20941 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25430 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 10659 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1303 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98348 members 
Mstep: Class 33 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327680.000000 Penalty: 73493.570312
Iteration 120F: 34 clusters Score -7.632768e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174390 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30209 members 
Mstep: Class 7 contains 32010 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 77202 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81252 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133903 members 
Mstep: Class 18 contains 2941 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47159 members 
Mstep: Class 22 contains 20937 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25415 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 947 members 
Mstep: Class 28 contains 10658 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 1307 members 
Mstep: Class 31 contains 2033 members 
Mstep: Class 32 contains 98341 members 
Mstep: Class 33 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327912.000000 Penalty: 73493.570312
Iteration 121Q: 34 clusters Score -7.632791e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174399 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 30210 members 
Mstep: Class 7 contains 32012 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77199 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81226 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133908 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 5297 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 47157 members 
Mstep: Class 22 contains 20938 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25412 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 10657 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 98333 members 
Mstep: Class 33 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 122Q: 34 clusters Score -7.632776e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174405 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30212 members 
Mstep: Class 7 contains 32004 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77196 members 
Mstep: Class 10 contains 4316 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81217 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 133912 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47151 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25412 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 10659 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98328 members 
Mstep: Class 33 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327664.000000 Penalty: 73493.570312
Iteration 123Q: 34 clusters Score -7.632766e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174412 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30214 members 
Mstep: Class 7 contains 32000 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77190 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81207 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 133924 members 
Mstep: Class 18 contains 3077 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 10319 members 
Mstep: Class 21 contains 47144 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 25399 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 10663 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 1309 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98323 members 
Mstep: Class 33 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327752.000000 Penalty: 73493.570312
Iteration 124Q: 34 clusters Score -7.632775e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 174419 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30213 members 
Mstep: Class 7 contains 31993 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77187 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81199 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133929 members 
Mstep: Class 18 contains 3108 members 
Mstep: Class 19 contains 5247 members 
Mstep: Class 20 contains 10320 members 
Mstep: Class 21 contains 47141 members 
Mstep: Class 22 contains 20934 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 25386 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10663 members 
Mstep: Class 29 contains 1525 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98322 members 
Mstep: Class 33 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 125Q: 34 clusters Score -7.632776e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 174423 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30214 members 
Mstep: Class 7 contains 31987 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77184 members 
Mstep: Class 10 contains 4302 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81190 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 133927 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47139 members 
Mstep: Class 22 contains 20931 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 25378 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10663 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98317 members 
Mstep: Class 33 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327800.000000 Penalty: 73493.570312
Iteration 126Q: 34 clusters Score -7.63278e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 174429 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30215 members 
Mstep: Class 7 contains 31981 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77186 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81180 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 133928 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47141 members 
Mstep: Class 22 contains 20929 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25373 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98318 members 
Mstep: Class 33 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327840.000000 Penalty: 73493.570312
Iteration 127Q: 34 clusters Score -7.632784e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31948 members 
Mstep: Class 4 contains 174431 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 30219 members 
Mstep: Class 7 contains 31984 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77186 members 
Mstep: Class 10 contains 4291 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81165 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 133931 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47139 members 
Mstep: Class 22 contains 20927 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25365 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 1314 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98316 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327752.000000 Penalty: 73493.570312
Iteration 128Q: 34 clusters Score -7.632775e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31951 members 
Mstep: Class 4 contains 174432 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 30221 members 
Mstep: Class 7 contains 31985 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77187 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81160 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 133934 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47128 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 25359 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10665 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 1317 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98316 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327784.000000 Penalty: 73493.570312
Iteration 129Q: 34 clusters Score -7.632778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174432 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30223 members 
Mstep: Class 7 contains 31982 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77185 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81157 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 133941 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 47124 members 
Mstep: Class 22 contains 20928 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 25354 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10665 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1318 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98311 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 130Q: 34 clusters Score -7.632776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174435 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30224 members 
Mstep: Class 7 contains 31981 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81157 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 133943 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 47117 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 25346 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10665 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98309 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327784.000000 Penalty: 73493.570312
Iteration 131Q: 34 clusters Score -7.632778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174436 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30227 members 
Mstep: Class 7 contains 31978 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81151 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 133947 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47107 members 
Mstep: Class 22 contains 20927 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98306 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327824.000000 Penalty: 73493.570312
Iteration 132Q: 34 clusters Score -7.632782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174437 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31974 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81151 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 133952 members 
Mstep: Class 18 contains 3240 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47101 members 
Mstep: Class 22 contains 20928 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25348 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98304 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327792.000000 Penalty: 73493.570312
Iteration 133Q: 34 clusters Score -7.632779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81148 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 133958 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47092 members 
Mstep: Class 22 contains 20927 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25352 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1320 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98299 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327840.000000 Penalty: 73493.570312
Iteration 134Q: 34 clusters Score -7.632784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 31972 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77178 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81148 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 133963 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47089 members 
Mstep: Class 22 contains 20928 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25349 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10668 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98297 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327880.000000 Penalty: 73493.570312
Iteration 135Q: 34 clusters Score -7.632788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174437 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 31970 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77179 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81150 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 133970 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47083 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25348 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1320 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98293 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327728.000000 Penalty: 73493.570312
Iteration 136Q: 34 clusters Score -7.632773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 31971 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77179 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81149 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133979 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47075 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25348 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1320 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98291 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327744.000000 Penalty: 73493.570312
Iteration 137Q: 34 clusters Score -7.632774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31972 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77178 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81147 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133985 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 10323 members 
Mstep: Class 21 contains 47068 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25351 members 
Mstep: Class 25 contains 1624 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98291 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327736.000000 Penalty: 73493.570312
Iteration 138Q: 34 clusters Score -7.632774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31953 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81148 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133988 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 47064 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1624 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1324 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98291 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327736.000000 Penalty: 73493.570312
Iteration 139Q: 34 clusters Score -7.632774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81147 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133987 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 47061 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98291 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327784.000000 Penalty: 73493.570312
Iteration 140F: 34 clusters Score -7.632778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81146 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133989 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 47055 members 
Mstep: Class 22 contains 20927 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25345 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1328 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98291 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327736.000000 Penalty: 73493.570312
Iteration 141Q: 34 clusters Score -7.632774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174437 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30227 members 
Mstep: Class 7 contains 31974 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81144 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133990 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47049 members 
Mstep: Class 22 contains 20925 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25346 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1332 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98290 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327728.000000 Penalty: 73493.570312
Iteration 142Q: 34 clusters Score -7.632773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174437 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30227 members 
Mstep: Class 7 contains 31974 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77174 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81141 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133998 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47044 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25345 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 1337 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98290 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327728.000000 Penalty: 73493.570312
Iteration 143Q: 34 clusters Score -7.632773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174437 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30227 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81140 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133996 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47042 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25343 members 
Mstep: Class 25 contains 1624 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1337 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98289 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 144Q: 34 clusters Score -7.632776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81136 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 133999 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 10326 members 
Mstep: Class 21 contains 47040 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25343 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1340 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98286 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327680.000000 Penalty: 73493.570312
Iteration 145Q: 34 clusters Score -7.632768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13348 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81135 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134004 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47038 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25343 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98284 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327776.000000 Penalty: 73493.570312
Iteration 146Q: 34 clusters Score -7.632778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81135 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134005 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47038 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98283 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327768.000000 Penalty: 73493.570312
Iteration 147Q: 34 clusters Score -7.632777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 31977 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4276 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81134 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134006 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47037 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98282 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 148Q: 34 clusters Score -7.632776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 31977 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81135 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134008 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47035 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25346 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98281 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327768.000000 Penalty: 73493.570312
Iteration 149Q: 34 clusters Score -7.632777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81135 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134009 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47034 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98280 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327768.000000 Penalty: 73493.570312
Iteration 150Q: 34 clusters Score -7.632777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174438 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81134 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134009 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47034 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25349 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10673 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327776.000000 Penalty: 73493.570312
Iteration 151Q: 34 clusters Score -7.632778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 174439 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81134 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134006 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47034 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25350 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327744.000000 Penalty: 73493.570312
Iteration 152Q: 34 clusters Score -7.632774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31956 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77170 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81134 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134007 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47033 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25353 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327784.000000 Penalty: 73493.570312
Iteration 153Q: 34 clusters Score -7.632778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31957 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81133 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134008 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47031 members 
Mstep: Class 22 contains 20923 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 25352 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98278 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327760.000000 Penalty: 73493.570312
Iteration 154Q: 34 clusters Score -7.632776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31958 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81132 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134012 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47026 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25349 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98278 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327728.000000 Penalty: 73493.570312
Iteration 155Q: 34 clusters Score -7.632773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31958 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81132 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134014 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47024 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25348 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98278 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327680.000000 Penalty: 73493.570312
Iteration 156Q: 34 clusters Score -7.632768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31960 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81132 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134014 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47023 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98278 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327664.000000 Penalty: 73493.570312
Iteration 157Q: 34 clusters Score -7.632766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81132 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134014 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25346 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98278 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327688.000000 Penalty: 73493.570312
Iteration 158Q: 34 clusters Score -7.632769e+07 nChanged 2
Entering ConstructFrom: 
Score: -76327688.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -691168.000000 Penalty: 1473.151245
	Iteration 0F: 2 clusters Score -691168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -684924.562500 Penalty: 2946.302490
	Iteration 0F: 3 clusters Score -684924.6 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -686992.687500 Penalty: 2946.302490
	Iteration 1F: 3 clusters Score -686992.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -687336.875000 Penalty: 2946.302490
	Iteration 2F: 3 clusters Score -687336.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -687625.812500 Penalty: 2946.302490
	Iteration 3F: 3 clusters Score -687625.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -687895.625000 Penalty: 2946.302490
	Iteration 4F: 3 clusters Score -687895.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -688184.500000 Penalty: 2946.302490
	Iteration 5Q: 3 clusters Score -688184.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -688446.000000 Penalty: 2946.302490
	Iteration 6Q: 3 clusters Score -688446 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -688660.125000 Penalty: 2946.302490
	Iteration 7Q: 3 clusters Score -688660.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -688825.812500 Penalty: 2946.302490
	Iteration 8Q: 3 clusters Score -688825.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -688981.937500 Penalty: 2946.302490
	Iteration 9Q: 3 clusters Score -688981.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -689125.062500 Penalty: 2946.302490
	Iteration 10Q: 3 clusters Score -689125.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -689245.500000 Penalty: 2946.302490
	Iteration 11Q: 3 clusters Score -689245.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -689357.500000 Penalty: 2946.302490
	Iteration 12Q: 3 clusters Score -689357.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -689502.687500 Penalty: 2946.302490
	Iteration 13Q: 3 clusters Score -689502.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -689661.750000 Penalty: 2946.302490
	Iteration 14Q: 3 clusters Score -689661.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -689774.687500 Penalty: 2946.302490
	Iteration 15Q: 3 clusters Score -689774.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -689850.687500 Penalty: 2946.302490
	Iteration 16Q: 3 clusters Score -689850.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -689907.875000 Penalty: 2946.302490
	Iteration 17Q: 3 clusters Score -689907.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -689940.875000 Penalty: 2946.302490
	Iteration 18Q: 3 clusters Score -689940.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -689973.875000 Penalty: 2946.302490
	Iteration 19Q: 3 clusters Score -689973.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -690007.062500 Penalty: 2946.302490
	Iteration 20F: 3 clusters Score -690007.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -690032.812500 Penalty: 2946.302490
	Iteration 21Q: 3 clusters Score -690032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -690057.625000 Penalty: 2946.302490
	Iteration 22Q: 3 clusters Score -690057.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -690082.250000 Penalty: 2946.302490
	Iteration 23Q: 3 clusters Score -690082.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -690100.375000 Penalty: 2946.302490
	Iteration 24Q: 3 clusters Score -690100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -690116.125000 Penalty: 2946.302490
	Iteration 25Q: 3 clusters Score -690116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -690125.125000 Penalty: 2946.302490
	Iteration 26Q: 3 clusters Score -690125.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -690135.062500 Penalty: 2946.302490
	Iteration 27Q: 3 clusters Score -690135.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -690146.125000 Penalty: 2946.302490
	Iteration 28Q: 3 clusters Score -690146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -690156.375000 Penalty: 2946.302490
	Iteration 29Q: 3 clusters Score -690156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -690168.687500 Penalty: 2946.302490
	Iteration 30Q: 3 clusters Score -690168.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -690179.375000 Penalty: 2946.302490
	Iteration 31Q: 3 clusters Score -690179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -690188.125000 Penalty: 2946.302490
	Iteration 32Q: 3 clusters Score -690188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -690208.312500 Penalty: 2946.302490
	Iteration 33Q: 3 clusters Score -690208.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -690244.625000 Penalty: 2946.302490
	Iteration 34Q: 3 clusters Score -690244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -690280.125000 Penalty: 2946.302490
	Iteration 35Q: 3 clusters Score -690280.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -690308.687500 Penalty: 2946.302490
	Iteration 36Q: 3 clusters Score -690308.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -690324.625000 Penalty: 2946.302490
	Iteration 37Q: 3 clusters Score -690324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -690334.187500 Penalty: 2946.302490
	Iteration 38Q: 3 clusters Score -690334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -690341.750000 Penalty: 2946.302490
	Iteration 39Q: 3 clusters Score -690341.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -690349.625000 Penalty: 2946.302490
	Iteration 40F: 3 clusters Score -690349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -690357.062500 Penalty: 2946.302490
	Iteration 41Q: 3 clusters Score -690357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -690358.125000 Penalty: 2946.302490
	Iteration 42Q: 3 clusters Score -690358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -690359.125000 Penalty: 2946.302490
	Iteration 43Q: 3 clusters Score -690359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -690359.125000 Penalty: 2946.302490
	Iteration 44F: 3 clusters Score -690359.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Entering Unmasked Estep 
Score: -2172368.750000 Penalty: 1647.046387
	Iteration 0F: 2 clusters Score -2172369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2155215.750000 Penalty: 3294.092773
	Iteration 0F: 3 clusters Score -2155216 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2161534.500000 Penalty: 3294.092773
	Iteration 1F: 3 clusters Score -2161534 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2161861.500000 Penalty: 3294.092773
	Iteration 2Q: 3 clusters Score -2161862 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2162239.500000 Penalty: 3294.092773
	Iteration 3Q: 3 clusters Score -2162240 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2162682.000000 Penalty: 3294.092773
	Iteration 4Q: 3 clusters Score -2162682 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2163343.500000 Penalty: 3294.092773
	Iteration 5F: 3 clusters Score -2163344 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2164382.500000 Penalty: 3294.092773
	Iteration 6F: 3 clusters Score -2164382 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2165907.250000 Penalty: 3294.092773
	Iteration 7F: 3 clusters Score -2165907 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2167690.000000 Penalty: 3294.092773
	Iteration 8F: 3 clusters Score -2167690 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2169190.750000 Penalty: 3294.092773
	Iteration 9F: 3 clusters Score -2169191 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2170098.750000 Penalty: 3294.092773
	Iteration 10Q: 3 clusters Score -2170099 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2170509.500000 Penalty: 3294.092773
	Iteration 11Q: 3 clusters Score -2170510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2170703.500000 Penalty: 3294.092773
	Iteration 12Q: 3 clusters Score -2170704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2170814.750000 Penalty: 3294.092773
	Iteration 13Q: 3 clusters Score -2170815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2170885.750000 Penalty: 3294.092773
	Iteration 14Q: 3 clusters Score -2170886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2170915.500000 Penalty: 3294.092773
	Iteration 15Q: 3 clusters Score -2170916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2170930.250000 Penalty: 3294.092773
	Iteration 16Q: 3 clusters Score -2170930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2170933.250000 Penalty: 3294.092773
	Iteration 17Q: 3 clusters Score -2170933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2170936.250000 Penalty: 3294.092773
	Iteration 18Q: 3 clusters Score -2170936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2170938.750000 Penalty: 3294.092773
	Iteration 19Q: 3 clusters Score -2170939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2170943.750000 Penalty: 3294.092773
	Iteration 20F: 3 clusters Score -2170944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Entering Unmasked Estep 
Score: -2800172.750000 Penalty: 1685.494141
	Iteration 0F: 2 clusters Score -2800173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2778772.000000 Penalty: 3370.988281
	Iteration 0F: 3 clusters Score -2778772 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2786989.250000 Penalty: 3370.988281
	Iteration 1F: 3 clusters Score -2786989 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2787433.000000 Penalty: 3370.988281
	Iteration 2Q: 3 clusters Score -2787433 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2787873.250000 Penalty: 3370.988281
	Iteration 3Q: 3 clusters Score -2787873 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2788373.000000 Penalty: 3370.988281
	Iteration 4Q: 3 clusters Score -2788373 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2789059.750000 Penalty: 3370.988281
	Iteration 5Q: 3 clusters Score -2789060 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2790071.250000 Penalty: 3370.988281
	Iteration 6F: 3 clusters Score -2790071 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2791351.000000 Penalty: 3370.988281
	Iteration 7F: 3 clusters Score -2791351 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2792908.000000 Penalty: 3370.988281
	Iteration 8F: 3 clusters Score -2792908 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2794444.750000 Penalty: 3370.988281
	Iteration 9F: 3 clusters Score -2794445 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2795768.500000 Penalty: 3370.988281
	Iteration 10Q: 3 clusters Score -2795768 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2796811.000000 Penalty: 3370.988281
	Iteration 11Q: 3 clusters Score -2796811 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2797572.750000 Penalty: 3370.988281
	Iteration 12Q: 3 clusters Score -2797573 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2798039.000000 Penalty: 3370.988281
	Iteration 13Q: 3 clusters Score -2798039 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2798302.750000 Penalty: 3370.988281
	Iteration 14Q: 3 clusters Score -2798303 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2798427.500000 Penalty: 3370.988281
	Iteration 15Q: 3 clusters Score -2798428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2798514.750000 Penalty: 3370.988281
	Iteration 16Q: 3 clusters Score -2798515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2798563.750000 Penalty: 3370.988281
	Iteration 17Q: 3 clusters Score -2798564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2798610.750000 Penalty: 3370.988281
	Iteration 18Q: 3 clusters Score -2798611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2798644.500000 Penalty: 3370.988281
	Iteration 19Q: 3 clusters Score -2798644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2798673.750000 Penalty: 3370.988281
	Iteration 20F: 3 clusters Score -2798674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2798689.000000 Penalty: 3370.988281
	Iteration 21Q: 3 clusters Score -2798689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2798707.250000 Penalty: 3370.988281
	Iteration 22Q: 3 clusters Score -2798707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2798708.750000 Penalty: 3370.988281
	Iteration 23Q: 3 clusters Score -2798709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2798712.500000 Penalty: 3370.988281
	Iteration 24Q: 3 clusters Score -2798712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2798716.250000 Penalty: 3370.988281
	Iteration 25Q: 3 clusters Score -2798716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2798717.250000 Penalty: 3370.988281
	Iteration 26Q: 3 clusters Score -2798717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2798719.500000 Penalty: 3370.988281
	Iteration 27Q: 3 clusters Score -2798720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2798721.000000 Penalty: 3370.988281
	Iteration 28Q: 3 clusters Score -2798721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2798725.750000 Penalty: 3370.988281
	Iteration 29Q: 3 clusters Score -2798726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2798730.250000 Penalty: 3370.988281
	Iteration 30Q: 3 clusters Score -2798730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2798736.750000 Penalty: 3370.988281
	Iteration 31Q: 3 clusters Score -2798737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2798744.000000 Penalty: 3370.988281
	Iteration 32Q: 3 clusters Score -2798744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2798745.250000 Penalty: 3370.988281
	Iteration 33Q: 3 clusters Score -2798745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2798745.750000 Penalty: 3370.988281
	Iteration 34Q: 3 clusters Score -2798746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2798745.750000 Penalty: 3370.988281
	Iteration 35F: 3 clusters Score -2798746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (174441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174441 members 
Entering Unmasked Estep 
Score: -15871766.000000 Penalty: 1961.268066
	Iteration 0F: 2 clusters Score -1.587177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -15754346.000000 Penalty: 3922.536133
	Iteration 0F: 3 clusters Score -1.575435e+07 nChanged 84457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -15804332.000000 Penalty: 3922.536133
	Iteration 1F: 3 clusters Score -1.580433e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -15805731.000000 Penalty: 3922.536133
	Iteration 2Q: 3 clusters Score -1.580573e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -15807618.000000 Penalty: 3922.536133
	Iteration 3Q: 3 clusters Score -1.580762e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -15810836.000000 Penalty: 3922.536133
	Iteration 4Q: 3 clusters Score -1.581084e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -15816033.000000 Penalty: 3922.536133
	Iteration 5F: 3 clusters Score -1.581603e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -15823591.000000 Penalty: 3922.536133
	Iteration 6F: 3 clusters Score -1.582359e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -15832585.000000 Penalty: 3922.536133
	Iteration 7F: 3 clusters Score -1.583258e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138520 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -15842087.000000 Penalty: 3922.536133
	Iteration 8F: 3 clusters Score -1.584209e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -15850489.000000 Penalty: 3922.536133
	Iteration 9F: 3 clusters Score -1.585049e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -15856916.000000 Penalty: 3922.536133
	Iteration 10Q: 3 clusters Score -1.585692e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -15861731.000000 Penalty: 3922.536133
	Iteration 11Q: 3 clusters Score -1.586173e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -15865340.000000 Penalty: 3922.536133
	Iteration 12Q: 3 clusters Score -1.586534e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -15867618.000000 Penalty: 3922.536133
	Iteration 13Q: 3 clusters Score -1.586762e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172449 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15868888.000000 Penalty: 3922.536133
	Iteration 14Q: 3 clusters Score -1.586889e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173223 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15869511.000000 Penalty: 3922.536133
	Iteration 15Q: 3 clusters Score -1.586951e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -15869736.000000 Penalty: 3922.536133
	Iteration 16Q: 3 clusters Score -1.586974e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15869890.000000 Penalty: 3922.536133
	Iteration 17Q: 3 clusters Score -1.586989e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173790 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15869964.000000 Penalty: 3922.536133
	Iteration 18Q: 3 clusters Score -1.586996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15869992.000000 Penalty: 3922.536133
	Iteration 19Q: 3 clusters Score -1.586999e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173864 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15870035.000000 Penalty: 3922.536133
	Iteration 20F: 3 clusters Score -1.587004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15870074.000000 Penalty: 3922.536133
	Iteration 21Q: 3 clusters Score -1.587007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15870104.000000 Penalty: 3922.536133
	Iteration 22Q: 3 clusters Score -1.58701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15870128.000000 Penalty: 3922.536133
	Iteration 23Q: 3 clusters Score -1.587013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15870122.000000 Penalty: 3922.536133
	Iteration 24Q: 3 clusters Score -1.587012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15870136.000000 Penalty: 3922.536133
	Iteration 25Q: 3 clusters Score -1.587014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15870163.000000 Penalty: 3922.536133
	Iteration 26Q: 3 clusters Score -1.587016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15870166.000000 Penalty: 3922.536133
	Iteration 27Q: 3 clusters Score -1.587017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15870174.000000 Penalty: 3922.536133
	Iteration 28Q: 3 clusters Score -1.587017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15870186.000000 Penalty: 3922.536133
	Iteration 29Q: 3 clusters Score -1.587019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15870171.000000 Penalty: 3922.536133
	Iteration 30Q: 3 clusters Score -1.587017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15870183.000000 Penalty: 3922.536133
	Iteration 31Q: 3 clusters Score -1.587018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15870189.000000 Penalty: 3922.536133
	Iteration 32Q: 3 clusters Score -1.587019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15870186.000000 Penalty: 3922.536133
	Iteration 33Q: 3 clusters Score -1.587019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15870186.000000 Penalty: 3922.536133
	Iteration 34F: 3 clusters Score -1.587019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Entering Unmasked Estep 
Score: -1034821.500000 Penalty: 1526.402222
	Iteration 0F: 2 clusters Score -1034822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1026456.687500 Penalty: 3052.804443
	Iteration 0F: 3 clusters Score -1026457 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1029273.812500 Penalty: 3052.804443
	Iteration 1F: 3 clusters Score -1029274 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1029584.062500 Penalty: 3052.804443
	Iteration 2F: 3 clusters Score -1029584 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1029875.062500 Penalty: 3052.804443
	Iteration 3F: 3 clusters Score -1029875 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1030198.312500 Penalty: 3052.804443
	Iteration 4F: 3 clusters Score -1030198 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1030596.250000 Penalty: 3052.804443
	Iteration 5F: 3 clusters Score -1030596 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1031056.062500 Penalty: 3052.804443
	Iteration 6F: 3 clusters Score -1031056 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1031617.500000 Penalty: 3052.804443
	Iteration 7F: 3 clusters Score -1031618 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1032175.250000 Penalty: 3052.804443
	Iteration 8F: 3 clusters Score -1032175 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1032592.687500 Penalty: 3052.804443
	Iteration 9Q: 3 clusters Score -1032593 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1032921.375000 Penalty: 3052.804443
	Iteration 10Q: 3 clusters Score -1032921 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1033160.437500 Penalty: 3052.804443
	Iteration 11Q: 3 clusters Score -1033160 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1033311.500000 Penalty: 3052.804443
	Iteration 12Q: 3 clusters Score -1033312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1033401.750000 Penalty: 3052.804443
	Iteration 13Q: 3 clusters Score -1033402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1033450.187500 Penalty: 3052.804443
	Iteration 14Q: 3 clusters Score -1033450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1033492.812500 Penalty: 3052.804443
	Iteration 15Q: 3 clusters Score -1033493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1033522.187500 Penalty: 3052.804443
	Iteration 16Q: 3 clusters Score -1033522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1033537.000000 Penalty: 3052.804443
	Iteration 17Q: 3 clusters Score -1033537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1033550.875000 Penalty: 3052.804443
	Iteration 18Q: 3 clusters Score -1033551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1033558.937500 Penalty: 3052.804443
	Iteration 19Q: 3 clusters Score -1033559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1033561.687500 Penalty: 3052.804443
	Iteration 20F: 3 clusters Score -1033562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1033562.687500 Penalty: 3052.804443
	Iteration 21Q: 3 clusters Score -1033563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1033562.187500 Penalty: 3052.804443
	Iteration 22Q: 3 clusters Score -1033562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1033563.937500 Penalty: 3052.804443
	Iteration 23Q: 3 clusters Score -1033564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1033566.187500 Penalty: 3052.804443
	Iteration 24Q: 3 clusters Score -1033566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1033570.250000 Penalty: 3052.804443
	Iteration 25Q: 3 clusters Score -1033570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1033572.750000 Penalty: 3052.804443
	Iteration 26Q: 3 clusters Score -1033573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1033573.312500 Penalty: 3052.804443
	Iteration 27Q: 3 clusters Score -1033573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1033582.750000 Penalty: 3052.804443
	Iteration 28Q: 3 clusters Score -1033583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1033586.687500 Penalty: 3052.804443
	Iteration 29Q: 3 clusters Score -1033587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1033587.437500 Penalty: 3052.804443
	Iteration 30Q: 3 clusters Score -1033587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1033589.250000 Penalty: 3052.804443
	Iteration 31Q: 3 clusters Score -1033589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1033590.312500 Penalty: 3052.804443
	Iteration 32Q: 3 clusters Score -1033590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1033590.062500 Penalty: 3052.804443
	Iteration 33Q: 3 clusters Score -1033590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1033590.062500 Penalty: 3052.804443
	Iteration 34F: 3 clusters Score -1033590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Entering Unmasked Estep 
Score: -2650934.750000 Penalty: 1676.451172
	Iteration 0F: 2 clusters Score -2650935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2630441.750000 Penalty: 3352.902344
	Iteration 0F: 3 clusters Score -2630442 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2638137.750000 Penalty: 3352.902344
	Iteration 1F: 3 clusters Score -2638138 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2638563.000000 Penalty: 3352.902344
	Iteration 2Q: 3 clusters Score -2638563 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2639034.750000 Penalty: 3352.902344
	Iteration 3Q: 3 clusters Score -2639035 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2639760.250000 Penalty: 3352.902344
	Iteration 4F: 3 clusters Score -2639760 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2640956.500000 Penalty: 3352.902344
	Iteration 5F: 3 clusters Score -2640956 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2642836.750000 Penalty: 3352.902344
	Iteration 6F: 3 clusters Score -2642837 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2645118.250000 Penalty: 3352.902344
	Iteration 7F: 3 clusters Score -2645118 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2647157.000000 Penalty: 3352.902344
	Iteration 8F: 3 clusters Score -2647157 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2648387.250000 Penalty: 3352.902344
	Iteration 9Q: 3 clusters Score -2648387 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2648968.000000 Penalty: 3352.902344
	Iteration 10Q: 3 clusters Score -2648968 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2649218.500000 Penalty: 3352.902344
	Iteration 11Q: 3 clusters Score -2649218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2649326.250000 Penalty: 3352.902344
	Iteration 12Q: 3 clusters Score -2649326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2649374.500000 Penalty: 3352.902344
	Iteration 13Q: 3 clusters Score -2649374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2649410.500000 Penalty: 3352.902344
	Iteration 14Q: 3 clusters Score -2649410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2649433.750000 Penalty: 3352.902344
	Iteration 15Q: 3 clusters Score -2649434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2649447.000000 Penalty: 3352.902344
	Iteration 16Q: 3 clusters Score -2649447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2649455.000000 Penalty: 3352.902344
	Iteration 17Q: 3 clusters Score -2649455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2649465.000000 Penalty: 3352.902344
	Iteration 18Q: 3 clusters Score -2649465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2649468.750000 Penalty: 3352.902344
	Iteration 19Q: 3 clusters Score -2649469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2649471.250000 Penalty: 3352.902344
	Iteration 20F: 3 clusters Score -2649471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Entering Unmasked Estep 
Score: -2787216.750000 Penalty: 1685.570312
	Iteration 0F: 2 clusters Score -2787217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2765714.000000 Penalty: 3371.140625
	Iteration 0F: 3 clusters Score -2765714 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2773815.750000 Penalty: 3371.140625
	Iteration 1F: 3 clusters Score -2773816 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2774366.000000 Penalty: 3371.140625
	Iteration 2Q: 3 clusters Score -2774366 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2775112.250000 Penalty: 3371.140625
	Iteration 3F: 3 clusters Score -2775112 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2776251.000000 Penalty: 3371.140625
	Iteration 4F: 3 clusters Score -2776251 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2778085.750000 Penalty: 3371.140625
	Iteration 5F: 3 clusters Score -2778086 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2780480.250000 Penalty: 3371.140625
	Iteration 6F: 3 clusters Score -2780480 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2782803.500000 Penalty: 3371.140625
	Iteration 7F: 3 clusters Score -2782804 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2784455.500000 Penalty: 3371.140625
	Iteration 8F: 3 clusters Score -2784456 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2785217.250000 Penalty: 3371.140625
	Iteration 9Q: 3 clusters Score -2785217 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2785571.250000 Penalty: 3371.140625
	Iteration 10Q: 3 clusters Score -2785571 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2785750.250000 Penalty: 3371.140625
	Iteration 11Q: 3 clusters Score -2785750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2785833.500000 Penalty: 3371.140625
	Iteration 12Q: 3 clusters Score -2785834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2785872.250000 Penalty: 3371.140625
	Iteration 13Q: 3 clusters Score -2785872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2785901.750000 Penalty: 3371.140625
	Iteration 14Q: 3 clusters Score -2785902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2785914.250000 Penalty: 3371.140625
	Iteration 15Q: 3 clusters Score -2785914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2785920.250000 Penalty: 3371.140625
	Iteration 16Q: 3 clusters Score -2785920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2785922.500000 Penalty: 3371.140625
	Iteration 17Q: 3 clusters Score -2785922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2785925.000000 Penalty: 3371.140625
	Iteration 18Q: 3 clusters Score -2785925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2785931.000000 Penalty: 3371.140625
	Iteration 19Q: 3 clusters Score -2785931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2785931.000000 Penalty: 3371.140625
	Iteration 20F: 3 clusters Score -2785931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -1035644.187500 Penalty: 1543.619507
	Iteration 0F: 2 clusters Score -1035644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1026323.750000 Penalty: 3087.239014
	Iteration 0F: 3 clusters Score -1026324 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1029918.000000 Penalty: 3087.239014
	Iteration 1F: 3 clusters Score -1029918 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1030577.375000 Penalty: 3087.239014
	Iteration 2F: 3 clusters Score -1030577 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1031213.312500 Penalty: 3087.239014
	Iteration 3F: 3 clusters Score -1031213 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1031895.187500 Penalty: 3087.239014
	Iteration 4F: 3 clusters Score -1031895 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1032505.312500 Penalty: 3087.239014
	Iteration 5F: 3 clusters Score -1032505 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1033051.375000 Penalty: 3087.239014
	Iteration 6F: 3 clusters Score -1033051 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1033438.125000 Penalty: 3087.239014
	Iteration 7Q: 3 clusters Score -1033438 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1033718.562500 Penalty: 3087.239014
	Iteration 8Q: 3 clusters Score -1033719 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1033922.562500 Penalty: 3087.239014
	Iteration 9Q: 3 clusters Score -1033923 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1034066.812500 Penalty: 3087.239014
	Iteration 10Q: 3 clusters Score -1034067 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1034216.500000 Penalty: 3087.239014
	Iteration 11Q: 3 clusters Score -1034216 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1034361.500000 Penalty: 3087.239014
	Iteration 12Q: 3 clusters Score -1034362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1034545.375000 Penalty: 3087.239014
	Iteration 13Q: 3 clusters Score -1034545 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1034820.312500 Penalty: 3087.239014
	Iteration 14Q: 3 clusters Score -1034820 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1034991.375000 Penalty: 3087.239014
	Iteration 15Q: 3 clusters Score -1034991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1035092.312500 Penalty: 3087.239014
	Iteration 16Q: 3 clusters Score -1035092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1035135.437500 Penalty: 3087.239014
	Iteration 17Q: 3 clusters Score -1035135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1035156.062500 Penalty: 3087.239014
	Iteration 18Q: 3 clusters Score -1035156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1035174.125000 Penalty: 3087.239014
	Iteration 19Q: 3 clusters Score -1035174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1035184.250000 Penalty: 3087.239014
	Iteration 20F: 3 clusters Score -1035184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1035188.937500 Penalty: 3087.239014
	Iteration 21Q: 3 clusters Score -1035189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1035191.750000 Penalty: 3087.239014
	Iteration 22Q: 3 clusters Score -1035192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1035197.250000 Penalty: 3087.239014
	Iteration 23Q: 3 clusters Score -1035197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1035199.625000 Penalty: 3087.239014
	Iteration 24Q: 3 clusters Score -1035200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1035200.625000 Penalty: 3087.239014
	Iteration 25Q: 3 clusters Score -1035201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1035208.375000 Penalty: 3087.239014
	Iteration 26Q: 3 clusters Score -1035208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1035213.937500 Penalty: 3087.239014
	Iteration 27Q: 3 clusters Score -1035214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1035224.187500 Penalty: 3087.239014
	Iteration 28Q: 3 clusters Score -1035224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1035229.500000 Penalty: 3087.239014
	Iteration 29Q: 3 clusters Score -1035230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1035235.500000 Penalty: 3087.239014
	Iteration 30Q: 3 clusters Score -1035236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1035241.500000 Penalty: 3087.239014
	Iteration 31Q: 3 clusters Score -1035242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1035248.875000 Penalty: 3087.239014
	Iteration 32Q: 3 clusters Score -1035249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1035250.687500 Penalty: 3087.239014
	Iteration 33Q: 3 clusters Score -1035251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1035253.312500 Penalty: 3087.239014
	Iteration 34Q: 3 clusters Score -1035253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1035254.625000 Penalty: 3087.239014
	Iteration 35Q: 3 clusters Score -1035255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1035258.875000 Penalty: 3087.239014
	Iteration 36Q: 3 clusters Score -1035259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1035259.437500 Penalty: 3087.239014
	Iteration 37Q: 3 clusters Score -1035259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1035263.187500 Penalty: 3087.239014
	Iteration 38Q: 3 clusters Score -1035263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1035262.875000 Penalty: 3087.239014
	Iteration 39Q: 3 clusters Score -1035263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1035264.187500 Penalty: 3087.239014
	Iteration 40F: 3 clusters Score -1035264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1035266.000000 Penalty: 3087.239014
	Iteration 41Q: 3 clusters Score -1035266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1035268.562500 Penalty: 3087.239014
	Iteration 42Q: 3 clusters Score -1035269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1035273.375000 Penalty: 3087.239014
	Iteration 43Q: 3 clusters Score -1035273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1035277.187500 Penalty: 3087.239014
	Iteration 44Q: 3 clusters Score -1035277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1035274.625000 Penalty: 3087.239014
	Iteration 45Q: 3 clusters Score -1035275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1035275.750000 Penalty: 3087.239014
	Iteration 46Q: 3 clusters Score -1035276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1035278.375000 Penalty: 3087.239014
	Iteration 47Q: 3 clusters Score -1035278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1035280.250000 Penalty: 3087.239014
	Iteration 48Q: 3 clusters Score -1035280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1035282.187500 Penalty: 3087.239014
	Iteration 49Q: 3 clusters Score -1035282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1035282.000000 Penalty: 3087.239014
	Iteration 50Q: 3 clusters Score -1035282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1035284.625000 Penalty: 3087.239014
	Iteration 51Q: 3 clusters Score -1035285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1035287.812500 Penalty: 3087.239014
	Iteration 52Q: 3 clusters Score -1035288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1035289.625000 Penalty: 3087.239014
	Iteration 53Q: 3 clusters Score -1035290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1035291.250000 Penalty: 3087.239014
	Iteration 54Q: 3 clusters Score -1035291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1035295.625000 Penalty: 3087.239014
	Iteration 55Q: 3 clusters Score -1035296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1035298.000000 Penalty: 3087.239014
	Iteration 56Q: 3 clusters Score -1035298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1035299.625000 Penalty: 3087.239014
	Iteration 57Q: 3 clusters Score -1035300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1035309.187500 Penalty: 3087.239014
	Iteration 58Q: 3 clusters Score -1035309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1035310.625000 Penalty: 3087.239014
	Iteration 59Q: 3 clusters Score -1035311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1035319.687500 Penalty: 3087.239014
	Iteration 60F: 3 clusters Score -1035320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1035325.375000 Penalty: 3087.239014
	Iteration 61Q: 3 clusters Score -1035325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1035328.562500 Penalty: 3087.239014
	Iteration 62Q: 3 clusters Score -1035329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1035330.000000 Penalty: 3087.239014
	Iteration 63Q: 3 clusters Score -1035330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1035329.875000 Penalty: 3087.239014
	Iteration 64Q: 3 clusters Score -1035330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1035329.875000 Penalty: 3087.239014
	Iteration 65Q: 3 clusters Score -1035330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1035333.437500 Penalty: 3087.239014
	Iteration 66Q: 3 clusters Score -1035333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1035333.500000 Penalty: 3087.239014
	Iteration 67Q: 3 clusters Score -1035334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1035332.312500 Penalty: 3087.239014
	Iteration 68Q: 3 clusters Score -1035332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1035337.062500 Penalty: 3087.239014
	Iteration 69Q: 3 clusters Score -1035337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1035337.687500 Penalty: 3087.239014
	Iteration 70Q: 3 clusters Score -1035338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1035338.250000 Penalty: 3087.239014
	Iteration 71Q: 3 clusters Score -1035338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1035337.625000 Penalty: 3087.239014
	Iteration 72Q: 3 clusters Score -1035338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1035339.312500 Penalty: 3087.239014
	Iteration 73Q: 3 clusters Score -1035339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1035338.812500 Penalty: 3087.239014
	Iteration 74Q: 3 clusters Score -1035339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1035338.812500 Penalty: 3087.239014
	Iteration 75F: 3 clusters Score -1035339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Entering Unmasked Estep 
Score: -6899239.000000 Penalty: 1828.739136
	Iteration 0F: 2 clusters Score -6899239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -6847530.000000 Penalty: 3657.478271
	Iteration 0F: 3 clusters Score -6847530 nChanged 36698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -6869339.500000 Penalty: 3657.478271
	Iteration 1F: 3 clusters Score -6869340 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -6870693.000000 Penalty: 3657.478271
	Iteration 2Q: 3 clusters Score -6870693 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -6872464.000000 Penalty: 3657.478271
	Iteration 3F: 3 clusters Score -6872464 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6875122.500000 Penalty: 3657.478271
	Iteration 4F: 3 clusters Score -6875122 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6878520.000000 Penalty: 3657.478271
	Iteration 5F: 3 clusters Score -6878520 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -6882311.000000 Penalty: 3657.478271
	Iteration 6F: 3 clusters Score -6882311 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -6885669.500000 Penalty: 3657.478271
	Iteration 7F: 3 clusters Score -6885670 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -6888266.500000 Penalty: 3657.478271
	Iteration 8F: 3 clusters Score -6888266 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -6890262.000000 Penalty: 3657.478271
	Iteration 9Q: 3 clusters Score -6890262 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -6891762.000000 Penalty: 3657.478271
	Iteration 10Q: 3 clusters Score -6891762 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -6892910.000000 Penalty: 3657.478271
	Iteration 11Q: 3 clusters Score -6892910 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -6893799.000000 Penalty: 3657.478271
	Iteration 12Q: 3 clusters Score -6893799 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -6894502.500000 Penalty: 3657.478271
	Iteration 13Q: 3 clusters Score -6894502 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -6895131.500000 Penalty: 3657.478271
	Iteration 14Q: 3 clusters Score -6895132 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -6895652.000000 Penalty: 3657.478271
	Iteration 15Q: 3 clusters Score -6895652 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -6896078.000000 Penalty: 3657.478271
	Iteration 16Q: 3 clusters Score -6896078 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -6896393.000000 Penalty: 3657.478271
	Iteration 17Q: 3 clusters Score -6896393 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -6896693.500000 Penalty: 3657.478271
	Iteration 18Q: 3 clusters Score -6896694 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -6896921.000000 Penalty: 3657.478271
	Iteration 19Q: 3 clusters Score -6896921 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -6897054.500000 Penalty: 3657.478271
	Iteration 20F: 3 clusters Score -6897054 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -6897218.500000 Penalty: 3657.478271
	Iteration 21Q: 3 clusters Score -6897218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -6897335.000000 Penalty: 3657.478271
	Iteration 22Q: 3 clusters Score -6897335 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -6897420.000000 Penalty: 3657.478271
	Iteration 23Q: 3 clusters Score -6897420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -6897483.000000 Penalty: 3657.478271
	Iteration 24Q: 3 clusters Score -6897483 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -6897568.000000 Penalty: 3657.478271
	Iteration 25Q: 3 clusters Score -6897568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -6897593.000000 Penalty: 3657.478271
	Iteration 26Q: 3 clusters Score -6897593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -6897609.000000 Penalty: 3657.478271
	Iteration 27Q: 3 clusters Score -6897609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -6897638.500000 Penalty: 3657.478271
	Iteration 28Q: 3 clusters Score -6897638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -6897666.000000 Penalty: 3657.478271
	Iteration 29Q: 3 clusters Score -6897666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -6897669.000000 Penalty: 3657.478271
	Iteration 30Q: 3 clusters Score -6897669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -6897687.500000 Penalty: 3657.478271
	Iteration 31Q: 3 clusters Score -6897688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -6897703.500000 Penalty: 3657.478271
	Iteration 32Q: 3 clusters Score -6897704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -6897708.500000 Penalty: 3657.478271
	Iteration 33Q: 3 clusters Score -6897708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -6897717.500000 Penalty: 3657.478271
	Iteration 34Q: 3 clusters Score -6897718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -6897722.500000 Penalty: 3657.478271
	Iteration 35Q: 3 clusters Score -6897722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -6897729.500000 Penalty: 3657.478271
	Iteration 36Q: 3 clusters Score -6897730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -6897732.500000 Penalty: 3657.478271
	Iteration 37Q: 3 clusters Score -6897732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -6897731.000000 Penalty: 3657.478271
	Iteration 38Q: 3 clusters Score -6897731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -6897726.500000 Penalty: 3657.478271
	Iteration 39Q: 3 clusters Score -6897726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -6897727.000000 Penalty: 3657.478271
	Iteration 40F: 3 clusters Score -6897727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -354749.531250 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -354749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -351238.812500 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -351238.8 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -352244.437500 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -352244.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -352466.468750 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -352466.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -352642.750000 Penalty: 2716.870850
	Iteration 3F: 3 clusters Score -352642.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -352786.437500 Penalty: 2716.870850
	Iteration 4F: 3 clusters Score -352786.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -352910.656250 Penalty: 2716.870850
	Iteration 5Q: 3 clusters Score -352910.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -353012.375000 Penalty: 2716.870850
	Iteration 6Q: 3 clusters Score -353012.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -353093.750000 Penalty: 2716.870850
	Iteration 7Q: 3 clusters Score -353093.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -353170.187500 Penalty: 2716.870850
	Iteration 8Q: 3 clusters Score -353170.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -353246.562500 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -353246.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -353331.437500 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -353331.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -353395.531250 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -353395.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -353458.531250 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -353458.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -353518.500000 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -353518.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -353568.687500 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -353568.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -353613.906250 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -353613.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -353651.437500 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -353651.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -353683.875000 Penalty: 2716.870850
	Iteration 17Q: 3 clusters Score -353683.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -353709.968750 Penalty: 2716.870850
	Iteration 18Q: 3 clusters Score -353710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -353729.531250 Penalty: 2716.870850
	Iteration 19Q: 3 clusters Score -353729.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -353748.375000 Penalty: 2716.870850
	Iteration 20F: 3 clusters Score -353748.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -353763.718750 Penalty: 2716.870850
	Iteration 21Q: 3 clusters Score -353763.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -353781.593750 Penalty: 2716.870850
	Iteration 22Q: 3 clusters Score -353781.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -353796.187500 Penalty: 2716.870850
	Iteration 23Q: 3 clusters Score -353796.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -353809.687500 Penalty: 2716.870850
	Iteration 24Q: 3 clusters Score -353809.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -353818.312500 Penalty: 2716.870850
	Iteration 25Q: 3 clusters Score -353818.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -353823.156250 Penalty: 2716.870850
	Iteration 26Q: 3 clusters Score -353823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -353826.562500 Penalty: 2716.870850
	Iteration 27Q: 3 clusters Score -353826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -353828.937500 Penalty: 2716.870850
	Iteration 28Q: 3 clusters Score -353828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -353831.406250 Penalty: 2716.870850
	Iteration 29Q: 3 clusters Score -353831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -353835.218750 Penalty: 2716.870850
	Iteration 30Q: 3 clusters Score -353835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -353839.906250 Penalty: 2716.870850
	Iteration 31Q: 3 clusters Score -353839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -353843.656250 Penalty: 2716.870850
	Iteration 32Q: 3 clusters Score -353843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -353846.781250 Penalty: 2716.870850
	Iteration 33Q: 3 clusters Score -353846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -353848.218750 Penalty: 2716.870850
	Iteration 34Q: 3 clusters Score -353848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -353849.593750 Penalty: 2716.870850
	Iteration 35Q: 3 clusters Score -353849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -353850.343750 Penalty: 2716.870850
	Iteration 36Q: 3 clusters Score -353850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -353853.906250 Penalty: 2716.870850
	Iteration 37Q: 3 clusters Score -353853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -353855.531250 Penalty: 2716.870850
	Iteration 38Q: 3 clusters Score -353855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -353856.843750 Penalty: 2716.870850
	Iteration 39Q: 3 clusters Score -353856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -353859.375000 Penalty: 2716.870850
	Iteration 40F: 3 clusters Score -353859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -353860.906250 Penalty: 2716.870850
	Iteration 41Q: 3 clusters Score -353860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -353862.000000 Penalty: 2716.870850
	Iteration 42Q: 3 clusters Score -353862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -353862.625000 Penalty: 2716.870850
	Iteration 43Q: 3 clusters Score -353862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -353862.875000 Penalty: 2716.870850
	Iteration 44Q: 3 clusters Score -353862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -353863.437500 Penalty: 2716.870850
	Iteration 45Q: 3 clusters Score -353863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -353864.281250 Penalty: 2716.870850
	Iteration 46Q: 3 clusters Score -353864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -353864.250000 Penalty: 2716.870850
	Iteration 47Q: 3 clusters Score -353864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -353865.625000 Penalty: 2716.870850
	Iteration 48Q: 3 clusters Score -353865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -353867.000000 Penalty: 2716.870850
	Iteration 49Q: 3 clusters Score -353867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -353866.937500 Penalty: 2716.870850
	Iteration 50Q: 3 clusters Score -353866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -353866.937500 Penalty: 2716.870850
	Iteration 51F: 3 clusters Score -353866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -859805.625000 Penalty: 1501.309937
	Iteration 0F: 2 clusters Score -859805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -852476.625000 Penalty: 3002.619873
	Iteration 0F: 3 clusters Score -852476.6 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -854830.875000 Penalty: 3002.619873
	Iteration 1F: 3 clusters Score -854830.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -855143.250000 Penalty: 3002.619873
	Iteration 2F: 3 clusters Score -855143.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -855434.937500 Penalty: 3002.619873
	Iteration 3F: 3 clusters Score -855434.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -855720.062500 Penalty: 3002.619873
	Iteration 4F: 3 clusters Score -855720.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -855954.312500 Penalty: 3002.619873
	Iteration 5Q: 3 clusters Score -855954.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -856194.500000 Penalty: 3002.619873
	Iteration 6Q: 3 clusters Score -856194.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -856465.062500 Penalty: 3002.619873
	Iteration 7Q: 3 clusters Score -856465.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -856781.875000 Penalty: 3002.619873
	Iteration 8Q: 3 clusters Score -856781.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -857086.562500 Penalty: 3002.619873
	Iteration 9Q: 3 clusters Score -857086.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -857361.187500 Penalty: 3002.619873
	Iteration 10Q: 3 clusters Score -857361.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -857595.187500 Penalty: 3002.619873
	Iteration 11Q: 3 clusters Score -857595.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -857804.750000 Penalty: 3002.619873
	Iteration 12Q: 3 clusters Score -857804.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -857988.187500 Penalty: 3002.619873
	Iteration 13Q: 3 clusters Score -857988.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -858116.500000 Penalty: 3002.619873
	Iteration 14Q: 3 clusters Score -858116.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -858212.125000 Penalty: 3002.619873
	Iteration 15Q: 3 clusters Score -858212.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -858287.500000 Penalty: 3002.619873
	Iteration 16Q: 3 clusters Score -858287.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -858339.500000 Penalty: 3002.619873
	Iteration 17Q: 3 clusters Score -858339.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -858382.375000 Penalty: 3002.619873
	Iteration 18Q: 3 clusters Score -858382.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -858425.375000 Penalty: 3002.619873
	Iteration 19Q: 3 clusters Score -858425.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -858455.375000 Penalty: 3002.619873
	Iteration 20F: 3 clusters Score -858455.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -858485.687500 Penalty: 3002.619873
	Iteration 21Q: 3 clusters Score -858485.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -858507.000000 Penalty: 3002.619873
	Iteration 22Q: 3 clusters Score -858507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -858518.062500 Penalty: 3002.619873
	Iteration 23Q: 3 clusters Score -858518.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -858528.687500 Penalty: 3002.619873
	Iteration 24Q: 3 clusters Score -858528.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -858540.000000 Penalty: 3002.619873
	Iteration 25Q: 3 clusters Score -858540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -858562.875000 Penalty: 3002.619873
	Iteration 26Q: 3 clusters Score -858562.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -858575.375000 Penalty: 3002.619873
	Iteration 27Q: 3 clusters Score -858575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -858594.375000 Penalty: 3002.619873
	Iteration 28Q: 3 clusters Score -858594.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -858612.000000 Penalty: 3002.619873
	Iteration 29Q: 3 clusters Score -858612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -858621.687500 Penalty: 3002.619873
	Iteration 30Q: 3 clusters Score -858621.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -858630.562500 Penalty: 3002.619873
	Iteration 31Q: 3 clusters Score -858630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -858641.125000 Penalty: 3002.619873
	Iteration 32Q: 3 clusters Score -858641.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -858650.125000 Penalty: 3002.619873
	Iteration 33Q: 3 clusters Score -858650.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -858662.375000 Penalty: 3002.619873
	Iteration 34Q: 3 clusters Score -858662.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -858678.125000 Penalty: 3002.619873
	Iteration 35Q: 3 clusters Score -858678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -858688.500000 Penalty: 3002.619873
	Iteration 36Q: 3 clusters Score -858688.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -858705.375000 Penalty: 3002.619873
	Iteration 37Q: 3 clusters Score -858705.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -858713.125000 Penalty: 3002.619873
	Iteration 38Q: 3 clusters Score -858713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -858722.187500 Penalty: 3002.619873
	Iteration 39Q: 3 clusters Score -858722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -858730.687500 Penalty: 3002.619873
	Iteration 40F: 3 clusters Score -858730.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -858734.375000 Penalty: 3002.619873
	Iteration 41Q: 3 clusters Score -858734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -858739.375000 Penalty: 3002.619873
	Iteration 42Q: 3 clusters Score -858739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -858740.875000 Penalty: 3002.619873
	Iteration 43Q: 3 clusters Score -858740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -858742.687500 Penalty: 3002.619873
	Iteration 44Q: 3 clusters Score -858742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -858745.312500 Penalty: 3002.619873
	Iteration 45Q: 3 clusters Score -858745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -858745.937500 Penalty: 3002.619873
	Iteration 46Q: 3 clusters Score -858745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -858747.750000 Penalty: 3002.619873
	Iteration 47Q: 3 clusters Score -858747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -858751.937500 Penalty: 3002.619873
	Iteration 48Q: 3 clusters Score -858751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -858756.562500 Penalty: 3002.619873
	Iteration 49Q: 3 clusters Score -858756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -858757.312500 Penalty: 3002.619873
	Iteration 50Q: 3 clusters Score -858757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -858757.062500 Penalty: 3002.619873
	Iteration 51Q: 3 clusters Score -858757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -858759.687500 Penalty: 3002.619873
	Iteration 52Q: 3 clusters Score -858759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -858758.750000 Penalty: 3002.619873
	Iteration 53Q: 3 clusters Score -858758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -858759.812500 Penalty: 3002.619873
	Iteration 54Q: 3 clusters Score -858759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -858761.062500 Penalty: 3002.619873
	Iteration 55Q: 3 clusters Score -858761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -858762.562500 Penalty: 3002.619873
	Iteration 56Q: 3 clusters Score -858762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -858762.562500 Penalty: 3002.619873
	Iteration 57F: 3 clusters Score -858762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -128837.906250 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -128837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -126887.945312 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -126887.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -127545.531250 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -127545.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -127895.531250 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -127895.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -128117.421875 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -128117.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -128229.500000 Penalty: 2448.102783
	Iteration 4F: 3 clusters Score -128229.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128283.859375 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -128283.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -128318.070312 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -128318.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -128340.921875 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -128340.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -128365.304688 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -128365.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -128381.132812 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -128381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128385.585938 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -128385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128388.210938 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -128388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128391.156250 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -128391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -128394.460938 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -128394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -128396.515625 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -128396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -128398.234375 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -128398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128400.906250 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -128400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -128402.132812 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -128402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128403.046875 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -128403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128403.875000 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -128403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -128406.273438 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -128406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -128408.804688 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -128408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -128412.492188 Penalty: 2448.102783
	Iteration 22Q: 3 clusters Score -128412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128414.226562 Penalty: 2448.102783
	Iteration 23Q: 3 clusters Score -128414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -128414.781250 Penalty: 2448.102783
	Iteration 24Q: 3 clusters Score -128414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128415.914062 Penalty: 2448.102783
	Iteration 25Q: 3 clusters Score -128415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128417.523438 Penalty: 2448.102783
	Iteration 26Q: 3 clusters Score -128417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128417.992188 Penalty: 2448.102783
	Iteration 27Q: 3 clusters Score -128418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128418.671875 Penalty: 2448.102783
	Iteration 28Q: 3 clusters Score -128418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128419.257812 Penalty: 2448.102783
	Iteration 29Q: 3 clusters Score -128419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128419.257812 Penalty: 2448.102783
	Iteration 30F: 3 clusters Score -128419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -250342.609375 Penalty: 1305.469482
	Iteration 0F: 2 clusters Score -250342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -247553.687500 Penalty: 2610.938965
	Iteration 0F: 3 clusters Score -247553.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -248395.718750 Penalty: 2610.938965
	Iteration 1F: 3 clusters Score -248395.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -248801.859375 Penalty: 2610.938965
	Iteration 2F: 3 clusters Score -248801.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -249145.562500 Penalty: 2610.938965
	Iteration 3F: 3 clusters Score -249145.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -249402.250000 Penalty: 2610.938965
	Iteration 4F: 3 clusters Score -249402.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -249590.250000 Penalty: 2610.938965
	Iteration 5Q: 3 clusters Score -249590.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -249723.593750 Penalty: 2610.938965
	Iteration 6Q: 3 clusters Score -249723.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -249786.875000 Penalty: 2610.938965
	Iteration 7Q: 3 clusters Score -249786.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -249824.890625 Penalty: 2610.938965
	Iteration 8Q: 3 clusters Score -249824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -249847.468750 Penalty: 2610.938965
	Iteration 9Q: 3 clusters Score -249847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -249858.015625 Penalty: 2610.938965
	Iteration 10Q: 3 clusters Score -249858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -249862.031250 Penalty: 2610.938965
	Iteration 11Q: 3 clusters Score -249862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -249869.796875 Penalty: 2610.938965
	Iteration 12Q: 3 clusters Score -249869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -249876.359375 Penalty: 2610.938965
	Iteration 13Q: 3 clusters Score -249876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -249881.015625 Penalty: 2610.938965
	Iteration 14Q: 3 clusters Score -249881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -249883.031250 Penalty: 2610.938965
	Iteration 15Q: 3 clusters Score -249883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -249886.546875 Penalty: 2610.938965
	Iteration 16Q: 3 clusters Score -249886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -249889.015625 Penalty: 2610.938965
	Iteration 17Q: 3 clusters Score -249889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -249892.031250 Penalty: 2610.938965
	Iteration 18Q: 3 clusters Score -249892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -249895.531250 Penalty: 2610.938965
	Iteration 19Q: 3 clusters Score -249895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -249899.140625 Penalty: 2610.938965
	Iteration 20F: 3 clusters Score -249899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -249900.093750 Penalty: 2610.938965
	Iteration 21Q: 3 clusters Score -249900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -249902.281250 Penalty: 2610.938965
	Iteration 22Q: 3 clusters Score -249902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -249902.843750 Penalty: 2610.938965
	Iteration 23Q: 3 clusters Score -249902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249903.843750 Penalty: 2610.938965
	Iteration 24Q: 3 clusters Score -249903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -249906.187500 Penalty: 2610.938965
	Iteration 25Q: 3 clusters Score -249906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249906.812500 Penalty: 2610.938965
	Iteration 26Q: 3 clusters Score -249906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -249908.218750 Penalty: 2610.938965
	Iteration 27Q: 3 clusters Score -249908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -249908.703125 Penalty: 2610.938965
	Iteration 28Q: 3 clusters Score -249908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -249909.187500 Penalty: 2610.938965
	Iteration 29Q: 3 clusters Score -249909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249909.703125 Penalty: 2610.938965
	Iteration 30Q: 3 clusters Score -249909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249909.703125 Penalty: 2610.938965
	Iteration 31F: 3 clusters Score -249909.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Entering Unmasked Estep 
Score: -7125560.500000 Penalty: 1836.870850
	Iteration 0F: 2 clusters Score -7125560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7071546.000000 Penalty: 3673.741699
	Iteration 0F: 3 clusters Score -7071546 nChanged 38584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -7093468.500000 Penalty: 3673.741699
	Iteration 1F: 3 clusters Score -7093468 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7094005.000000 Penalty: 3673.741699
	Iteration 2Q: 3 clusters Score -7094005 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -7094585.000000 Penalty: 3673.741699
	Iteration 3Q: 3 clusters Score -7094585 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -7095320.500000 Penalty: 3673.741699
	Iteration 4Q: 3 clusters Score -7095320 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -7096365.500000 Penalty: 3673.741699
	Iteration 5Q: 3 clusters Score -7096366 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -7097597.500000 Penalty: 3673.741699
	Iteration 6Q: 3 clusters Score -7097598 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -7099137.500000 Penalty: 3673.741699
	Iteration 7Q: 3 clusters Score -7099138 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -7101029.500000 Penalty: 3673.741699
	Iteration 8F: 3 clusters Score -7101030 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -7102914.500000 Penalty: 3673.741699
	Iteration 9F: 3 clusters Score -7102914 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -7104826.500000 Penalty: 3673.741699
	Iteration 10Q: 3 clusters Score -7104826 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -7106737.000000 Penalty: 3673.741699
	Iteration 11Q: 3 clusters Score -7106737 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7108610.000000 Penalty: 3673.741699
	Iteration 12Q: 3 clusters Score -7108610 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -7110860.500000 Penalty: 3673.741699
	Iteration 13Q: 3 clusters Score -7110860 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -7113410.000000 Penalty: 3673.741699
	Iteration 14Q: 3 clusters Score -7113410 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -7115942.500000 Penalty: 3673.741699
	Iteration 15Q: 3 clusters Score -7115942 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -7117758.500000 Penalty: 3673.741699
	Iteration 16Q: 3 clusters Score -7117758 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -7118944.500000 Penalty: 3673.741699
	Iteration 17Q: 3 clusters Score -7118944 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -7119729.500000 Penalty: 3673.741699
	Iteration 18Q: 3 clusters Score -7119730 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -7120273.000000 Penalty: 3673.741699
	Iteration 19Q: 3 clusters Score -7120273 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -7120747.500000 Penalty: 3673.741699
	Iteration 20F: 3 clusters Score -7120748 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -7121223.500000 Penalty: 3673.741699
	Iteration 21Q: 3 clusters Score -7121224 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -7121623.000000 Penalty: 3673.741699
	Iteration 22Q: 3 clusters Score -7121623 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -7122025.000000 Penalty: 3673.741699
	Iteration 23Q: 3 clusters Score -7122025 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -7122381.500000 Penalty: 3673.741699
	Iteration 24Q: 3 clusters Score -7122382 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -7122684.000000 Penalty: 3673.741699
	Iteration 25Q: 3 clusters Score -7122684 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -7122971.000000 Penalty: 3673.741699
	Iteration 26Q: 3 clusters Score -7122971 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -7123193.500000 Penalty: 3673.741699
	Iteration 27Q: 3 clusters Score -7123194 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -7123351.500000 Penalty: 3673.741699
	Iteration 28Q: 3 clusters Score -7123352 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -7123477.000000 Penalty: 3673.741699
	Iteration 29Q: 3 clusters Score -7123477 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -7123552.000000 Penalty: 3673.741699
	Iteration 30Q: 3 clusters Score -7123552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -7123663.000000 Penalty: 3673.741699
	Iteration 31Q: 3 clusters Score -7123663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -7123737.000000 Penalty: 3673.741699
	Iteration 32Q: 3 clusters Score -7123737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -7123788.500000 Penalty: 3673.741699
	Iteration 33Q: 3 clusters Score -7123788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -7123837.500000 Penalty: 3673.741699
	Iteration 34Q: 3 clusters Score -7123838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -7123861.500000 Penalty: 3673.741699
	Iteration 35Q: 3 clusters Score -7123862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -7123874.000000 Penalty: 3673.741699
	Iteration 36Q: 3 clusters Score -7123874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -7123893.500000 Penalty: 3673.741699
	Iteration 37Q: 3 clusters Score -7123894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -7123909.000000 Penalty: 3673.741699
	Iteration 38Q: 3 clusters Score -7123909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -7123931.500000 Penalty: 3673.741699
	Iteration 39Q: 3 clusters Score -7123932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -7123944.000000 Penalty: 3673.741699
	Iteration 40F: 3 clusters Score -7123944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -7123942.500000 Penalty: 3673.741699
	Iteration 41Q: 3 clusters Score -7123942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -7123941.000000 Penalty: 3673.741699
	Iteration 42Q: 3 clusters Score -7123941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -7123948.000000 Penalty: 3673.741699
	Iteration 43Q: 3 clusters Score -7123948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -7123961.000000 Penalty: 3673.741699
	Iteration 44Q: 3 clusters Score -7123961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -7123959.000000 Penalty: 3673.741699
	Iteration 45Q: 3 clusters Score -7123959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -7123963.500000 Penalty: 3673.741699
	Iteration 46Q: 3 clusters Score -7123964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -7123964.000000 Penalty: 3673.741699
	Iteration 47Q: 3 clusters Score -7123964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -7123968.000000 Penalty: 3673.741699
	Iteration 48Q: 3 clusters Score -7123968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -7123967.500000 Penalty: 3673.741699
	Iteration 49Q: 3 clusters Score -7123968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -7123971.500000 Penalty: 3673.741699
	Iteration 50Q: 3 clusters Score -7123972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -7123973.000000 Penalty: 3673.741699
	Iteration 51Q: 3 clusters Score -7123973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -7123973.000000 Penalty: 3673.741699
	Iteration 52F: 3 clusters Score -7123973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -96746.007812 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -96746.01 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 601 members 
Entering Unmasked Estep 
Score: -95162.359375 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -95162.36 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95485.664062 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -95485.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95606.507812 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -95606.51 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95713.562500 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -95713.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95808.820312 Penalty: 2307.240479
	Iteration 4F: 3 clusters Score -95808.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95891.867188 Penalty: 2307.240479
	Iteration 5F: 3 clusters Score -95891.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95985.398438 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -95985.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96052.804688 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -96052.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96087.304688 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -96087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96104.640625 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -96104.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96124.218750 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -96124.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96136.843750 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -96136.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96152.070312 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -96152.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96166.007812 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -96166.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96175.125000 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -96175.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96180.179688 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -96180.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96189.382812 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -96189.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96212.906250 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -96212.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96250.328125 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -96250.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96356.960938 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -96356.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96576.484375 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -96576.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96671.632812 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -96671.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96695.671875 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -96695.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96713.898438 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -96713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -96721.507812 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -96721.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -96729.835938 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -96729.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96738.742188 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -96738.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96747.093750 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -96747.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96753.140625 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -96753.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96760.867188 Penalty: 2307.240479
	Iteration 29Q: 3 clusters Score -96760.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96766.226562 Penalty: 2307.240479
	Iteration 30Q: 3 clusters Score -96766.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96769.273438 Penalty: 2307.240479
	Iteration 31Q: 3 clusters Score -96769.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96770.726562 Penalty: 2307.240479
	Iteration 32Q: 3 clusters Score -96770.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96770.726562 Penalty: 2307.240479
	Iteration 33F: 3 clusters Score -96770.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Mstep: Class 34 contains 483 members 
Entering Unmasked Estep 
Score: -76326624.000000 Penalty: 75720.648438
Splitting cluster 15 changes total score from -76327688.000000 to -76326624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (17723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Entering Unmasked Estep 
Score: -1536435.875000 Penalty: 1589.675537
	Iteration 0F: 2 clusters Score -1536436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1524263.375000 Penalty: 3179.351074
	Iteration 0F: 3 clusters Score -1524263 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1528587.125000 Penalty: 3179.351074
	Iteration 1F: 3 clusters Score -1528587 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1528840.625000 Penalty: 3179.351074
	Iteration 2Q: 3 clusters Score -1528841 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1529033.125000 Penalty: 3179.351074
	Iteration 3Q: 3 clusters Score -1529033 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1529229.375000 Penalty: 3179.351074
	Iteration 4Q: 3 clusters Score -1529229 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1529433.750000 Penalty: 3179.351074
	Iteration 5Q: 3 clusters Score -1529434 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1529657.875000 Penalty: 3179.351074
	Iteration 6Q: 3 clusters Score -1529658 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1529951.375000 Penalty: 3179.351074
	Iteration 7Q: 3 clusters Score -1529951 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1530361.250000 Penalty: 3179.351074
	Iteration 8Q: 3 clusters Score -1530361 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1531009.750000 Penalty: 3179.351074
	Iteration 9F: 3 clusters Score -1531010 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1531962.875000 Penalty: 3179.351074
	Iteration 10F: 3 clusters Score -1531963 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1533030.500000 Penalty: 3179.351074
	Iteration 11F: 3 clusters Score -1533030 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1533888.125000 Penalty: 3179.351074
	Iteration 12F: 3 clusters Score -1533888 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1534396.875000 Penalty: 3179.351074
	Iteration 13Q: 3 clusters Score -1534397 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1534649.625000 Penalty: 3179.351074
	Iteration 14Q: 3 clusters Score -1534650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1534787.875000 Penalty: 3179.351074
	Iteration 15Q: 3 clusters Score -1534788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1534861.500000 Penalty: 3179.351074
	Iteration 16Q: 3 clusters Score -1534862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1534899.000000 Penalty: 3179.351074
	Iteration 17Q: 3 clusters Score -1534899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1534928.500000 Penalty: 3179.351074
	Iteration 18Q: 3 clusters Score -1534928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1534947.750000 Penalty: 3179.351074
	Iteration 19Q: 3 clusters Score -1534948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1534969.125000 Penalty: 3179.351074
	Iteration 20F: 3 clusters Score -1534969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1534989.625000 Penalty: 3179.351074
	Iteration 21Q: 3 clusters Score -1534990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1535007.125000 Penalty: 3179.351074
	Iteration 22Q: 3 clusters Score -1535007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1535020.750000 Penalty: 3179.351074
	Iteration 23Q: 3 clusters Score -1535021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1535023.375000 Penalty: 3179.351074
	Iteration 24Q: 3 clusters Score -1535023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1535027.500000 Penalty: 3179.351074
	Iteration 25Q: 3 clusters Score -1535028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1535027.500000 Penalty: 3179.351074
	Iteration 26F: 3 clusters Score -1535028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (134015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134015 members 
Entering Unmasked Estep 
Score: -11859953.000000 Penalty: 1918.427368
	Iteration 0F: 2 clusters Score -1.185995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -11769578.000000 Penalty: 3836.854736
	Iteration 0F: 3 clusters Score -1.176958e+07 nChanged 64771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -11808923.000000 Penalty: 3836.854736
	Iteration 1F: 3 clusters Score -1.180892e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -11810706.000000 Penalty: 3836.854736
	Iteration 2Q: 3 clusters Score -1.181071e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -11813209.000000 Penalty: 3836.854736
	Iteration 3Q: 3 clusters Score -1.181321e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -11816516.000000 Penalty: 3836.854736
	Iteration 4F: 3 clusters Score -1.181652e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -11820904.000000 Penalty: 3836.854736
	Iteration 5F: 3 clusters Score -1.18209e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -11826523.000000 Penalty: 3836.854736
	Iteration 6F: 3 clusters Score -1.182652e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -11833354.000000 Penalty: 3836.854736
	Iteration 7F: 3 clusters Score -1.183335e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -11839257.000000 Penalty: 3836.854736
	Iteration 8F: 3 clusters Score -1.183926e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -11843441.000000 Penalty: 3836.854736
	Iteration 9Q: 3 clusters Score -1.184344e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -11845592.000000 Penalty: 3836.854736
	Iteration 10Q: 3 clusters Score -1.184559e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -11847087.000000 Penalty: 3836.854736
	Iteration 11Q: 3 clusters Score -1.184709e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -11848342.000000 Penalty: 3836.854736
	Iteration 12Q: 3 clusters Score -1.184834e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -11849445.000000 Penalty: 3836.854736
	Iteration 13Q: 3 clusters Score -1.184944e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -11850388.000000 Penalty: 3836.854736
	Iteration 14Q: 3 clusters Score -1.185039e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -11851421.000000 Penalty: 3836.854736
	Iteration 15Q: 3 clusters Score -1.185142e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11852372.000000 Penalty: 3836.854736
	Iteration 16Q: 3 clusters Score -1.185237e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -11853059.000000 Penalty: 3836.854736
	Iteration 17Q: 3 clusters Score -1.185306e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -11853885.000000 Penalty: 3836.854736
	Iteration 18Q: 3 clusters Score -1.185388e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -11854604.000000 Penalty: 3836.854736
	Iteration 19Q: 3 clusters Score -1.18546e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -11855271.000000 Penalty: 3836.854736
	Iteration 20F: 3 clusters Score -1.185527e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -11855847.000000 Penalty: 3836.854736
	Iteration 21Q: 3 clusters Score -1.185585e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -11856365.000000 Penalty: 3836.854736
	Iteration 22Q: 3 clusters Score -1.185636e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -11856740.000000 Penalty: 3836.854736
	Iteration 23Q: 3 clusters Score -1.185674e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -11857097.000000 Penalty: 3836.854736
	Iteration 24Q: 3 clusters Score -1.18571e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -11857498.000000 Penalty: 3836.854736
	Iteration 25Q: 3 clusters Score -1.18575e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -11857829.000000 Penalty: 3836.854736
	Iteration 26Q: 3 clusters Score -1.185783e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128240 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -11858181.000000 Penalty: 3836.854736
	Iteration 27Q: 3 clusters Score -1.185818e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -11858453.000000 Penalty: 3836.854736
	Iteration 28Q: 3 clusters Score -1.185845e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129032 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -11858658.000000 Penalty: 3836.854736
	Iteration 29Q: 3 clusters Score -1.185866e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11858840.000000 Penalty: 3836.854736
	Iteration 30Q: 3 clusters Score -1.185884e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -11858950.000000 Penalty: 3836.854736
	Iteration 31Q: 3 clusters Score -1.185895e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -11859008.000000 Penalty: 3836.854736
	Iteration 32Q: 3 clusters Score -1.185901e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -11859056.000000 Penalty: 3836.854736
	Iteration 33Q: 3 clusters Score -1.185906e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -11859102.000000 Penalty: 3836.854736
	Iteration 34Q: 3 clusters Score -1.18591e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -11859112.000000 Penalty: 3836.854736
	Iteration 35Q: 3 clusters Score -1.185911e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -11859129.000000 Penalty: 3836.854736
	Iteration 36Q: 3 clusters Score -1.185913e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11859151.000000 Penalty: 3836.854736
	Iteration 37Q: 3 clusters Score -1.185915e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -11859150.000000 Penalty: 3836.854736
	Iteration 38Q: 3 clusters Score -1.185915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -11859160.000000 Penalty: 3836.854736
	Iteration 39Q: 3 clusters Score -1.185916e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -11859168.000000 Penalty: 3836.854736
	Iteration 40F: 3 clusters Score -1.185917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -11859171.000000 Penalty: 3836.854736
	Iteration 41Q: 3 clusters Score -1.185917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -11859187.000000 Penalty: 3836.854736
	Iteration 42Q: 3 clusters Score -1.185919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130350 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -11859188.000000 Penalty: 3836.854736
	Iteration 43Q: 3 clusters Score -1.185919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -11859175.000000 Penalty: 3836.854736
	Iteration 44Q: 3 clusters Score -1.185918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -11859177.000000 Penalty: 3836.854736
	Iteration 45Q: 3 clusters Score -1.185918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11859173.000000 Penalty: 3836.854736
	Iteration 46Q: 3 clusters Score -1.185917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -11859178.000000 Penalty: 3836.854736
	Iteration 47Q: 3 clusters Score -1.185918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -11859173.000000 Penalty: 3836.854736
	Iteration 48Q: 3 clusters Score -1.185917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11859171.000000 Penalty: 3836.854736
	Iteration 49Q: 3 clusters Score -1.185917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -11859172.000000 Penalty: 3836.854736
	Iteration 50Q: 3 clusters Score -1.185917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130454 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -11859199.000000 Penalty: 3836.854736
	Iteration 51Q: 3 clusters Score -1.18592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -11859215.000000 Penalty: 3836.854736
	Iteration 52Q: 3 clusters Score -1.185922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -11859208.000000 Penalty: 3836.854736
	Iteration 53Q: 3 clusters Score -1.185921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -11859210.000000 Penalty: 3836.854736
	Iteration 54Q: 3 clusters Score -1.185921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -11859203.000000 Penalty: 3836.854736
	Iteration 55Q: 3 clusters Score -1.18592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11859197.000000 Penalty: 3836.854736
	Iteration 56Q: 3 clusters Score -1.18592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130503 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11859207.000000 Penalty: 3836.854736
	Iteration 57Q: 3 clusters Score -1.185921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130508 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -11859203.000000 Penalty: 3836.854736
	Iteration 58Q: 3 clusters Score -1.18592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -11859199.000000 Penalty: 3836.854736
	Iteration 59Q: 3 clusters Score -1.18592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130515 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -11859210.000000 Penalty: 3836.854736
	Iteration 60F: 3 clusters Score -1.185921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -11859198.000000 Penalty: 3836.854736
	Iteration 61Q: 3 clusters Score -1.18592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -11859202.000000 Penalty: 3836.854736
	Iteration 62Q: 3 clusters Score -1.18592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -11859184.000000 Penalty: 3836.854736
	Iteration 63Q: 3 clusters Score -1.185918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11859182.000000 Penalty: 3836.854736
	Iteration 64Q: 3 clusters Score -1.185918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -11859184.000000 Penalty: 3836.854736
	Iteration 65Q: 3 clusters Score -1.185918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11859180.000000 Penalty: 3836.854736
	Iteration 66Q: 3 clusters Score -1.185918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11859179.000000 Penalty: 3836.854736
	Iteration 67Q: 3 clusters Score -1.185918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11859184.000000 Penalty: 3836.854736
	Iteration 68Q: 3 clusters Score -1.185918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11859187.000000 Penalty: 3836.854736
	Iteration 69Q: 3 clusters Score -1.185919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -11859191.000000 Penalty: 3836.854736
	Iteration 70Q: 3 clusters Score -1.185919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11859188.000000 Penalty: 3836.854736
	Iteration 71Q: 3 clusters Score -1.185919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11859188.000000 Penalty: 3836.854736
	Iteration 72F: 3 clusters Score -1.185919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -281929.562500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -281929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -278988.531250 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -278988.5 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -279654.687500 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -279654.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -279830.468750 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -279830.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -279949.062500 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -279949.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -280037.312500 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -280037.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -280104.437500 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -280104.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280166.812500 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -280166.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -280230.906250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -280230.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -280287.437500 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -280287.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -280364.812500 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -280364.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -280467.468750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -280467.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -280604.031250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -280604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -280761.343750 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -280761.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -280924.093750 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -280924.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -281027.812500 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -281027.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -281091.187500 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -281091.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -281132.781250 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -281132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -281153.625000 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -281153.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -281163.843750 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -281163.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -281173.562500 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -281173.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -281183.500000 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -281183.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -281195.906250 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -281195.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -281204.031250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -281204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -281211.531250 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -281211.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -281219.687500 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -281219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -281224.625000 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -281224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -281228.656250 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -281228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -281233.437500 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -281233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -281239.375000 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -281239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -281241.687500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -281241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -281244.000000 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -281244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -281245.000000 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -281245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -281247.187500 Penalty: 2635.498291
	Iteration 32Q: 3 clusters Score -281247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -281247.281250 Penalty: 2635.498291
	Iteration 33Q: 3 clusters Score -281247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -281247.406250 Penalty: 2635.498291
	Iteration 34Q: 3 clusters Score -281247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -281247.406250 Penalty: 2635.498291
	Iteration 35F: 3 clusters Score -281247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -439721.750000 Penalty: 1389.351318
	Iteration 0F: 2 clusters Score -439721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -435666.093750 Penalty: 2778.702637
	Iteration 0F: 3 clusters Score -435666.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -436832.500000 Penalty: 2778.702637
	Iteration 1F: 3 clusters Score -436832.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -437103.531250 Penalty: 2778.702637
	Iteration 2F: 3 clusters Score -437103.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -437305.937500 Penalty: 2778.702637
	Iteration 3F: 3 clusters Score -437305.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -437491.406250 Penalty: 2778.702637
	Iteration 4F: 3 clusters Score -437491.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -437675.437500 Penalty: 2778.702637
	Iteration 5Q: 3 clusters Score -437675.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -437875.281250 Penalty: 2778.702637
	Iteration 6Q: 3 clusters Score -437875.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -438092.250000 Penalty: 2778.702637
	Iteration 7F: 3 clusters Score -438092.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -438280.750000 Penalty: 2778.702637
	Iteration 8Q: 3 clusters Score -438280.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -438476.250000 Penalty: 2778.702637
	Iteration 9Q: 3 clusters Score -438476.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -438656.187500 Penalty: 2778.702637
	Iteration 10Q: 3 clusters Score -438656.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -438772.843750 Penalty: 2778.702637
	Iteration 11Q: 3 clusters Score -438772.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -438882.062500 Penalty: 2778.702637
	Iteration 12Q: 3 clusters Score -438882.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -438970.000000 Penalty: 2778.702637
	Iteration 13Q: 3 clusters Score -438970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -439027.750000 Penalty: 2778.702637
	Iteration 14Q: 3 clusters Score -439027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -439072.468750 Penalty: 2778.702637
	Iteration 15Q: 3 clusters Score -439072.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -439111.937500 Penalty: 2778.702637
	Iteration 16Q: 3 clusters Score -439111.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -439145.625000 Penalty: 2778.702637
	Iteration 17Q: 3 clusters Score -439145.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -439169.125000 Penalty: 2778.702637
	Iteration 18Q: 3 clusters Score -439169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -439181.062500 Penalty: 2778.702637
	Iteration 19Q: 3 clusters Score -439181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -439190.687500 Penalty: 2778.702637
	Iteration 20F: 3 clusters Score -439190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -439197.281250 Penalty: 2778.702637
	Iteration 21Q: 3 clusters Score -439197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -439205.750000 Penalty: 2778.702637
	Iteration 22Q: 3 clusters Score -439205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -439207.281250 Penalty: 2778.702637
	Iteration 23Q: 3 clusters Score -439207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -439209.250000 Penalty: 2778.702637
	Iteration 24Q: 3 clusters Score -439209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -439210.312500 Penalty: 2778.702637
	Iteration 25Q: 3 clusters Score -439210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -439210.312500 Penalty: 2778.702637
	Iteration 26F: 3 clusters Score -439210.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -903826.000000 Penalty: 1501.877686
	Iteration 0F: 2 clusters Score -903826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -896387.312500 Penalty: 3003.755371
	Iteration 0F: 3 clusters Score -896387.3 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -898837.312500 Penalty: 3003.755371
	Iteration 1F: 3 clusters Score -898837.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -899111.000000 Penalty: 3003.755371
	Iteration 2F: 3 clusters Score -899111 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -899342.875000 Penalty: 3003.755371
	Iteration 3F: 3 clusters Score -899342.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -899565.750000 Penalty: 3003.755371
	Iteration 4Q: 3 clusters Score -899565.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -899770.625000 Penalty: 3003.755371
	Iteration 5Q: 3 clusters Score -899770.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -900017.500000 Penalty: 3003.755371
	Iteration 6Q: 3 clusters Score -900017.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -900278.562500 Penalty: 3003.755371
	Iteration 7Q: 3 clusters Score -900278.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -900515.875000 Penalty: 3003.755371
	Iteration 8Q: 3 clusters Score -900515.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -900739.312500 Penalty: 3003.755371
	Iteration 9Q: 3 clusters Score -900739.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -900903.187500 Penalty: 3003.755371
	Iteration 10Q: 3 clusters Score -900903.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -901036.562500 Penalty: 3003.755371
	Iteration 11Q: 3 clusters Score -901036.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -901132.000000 Penalty: 3003.755371
	Iteration 12Q: 3 clusters Score -901132 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -901213.875000 Penalty: 3003.755371
	Iteration 13Q: 3 clusters Score -901213.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -901284.687500 Penalty: 3003.755371
	Iteration 14Q: 3 clusters Score -901284.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -901345.625000 Penalty: 3003.755371
	Iteration 15Q: 3 clusters Score -901345.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -901391.812500 Penalty: 3003.755371
	Iteration 16Q: 3 clusters Score -901391.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -901416.187500 Penalty: 3003.755371
	Iteration 17Q: 3 clusters Score -901416.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -901432.625000 Penalty: 3003.755371
	Iteration 18Q: 3 clusters Score -901432.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -901448.437500 Penalty: 3003.755371
	Iteration 19Q: 3 clusters Score -901448.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -901467.812500 Penalty: 3003.755371
	Iteration 20F: 3 clusters Score -901467.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -901483.250000 Penalty: 3003.755371
	Iteration 21Q: 3 clusters Score -901483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -901494.812500 Penalty: 3003.755371
	Iteration 22Q: 3 clusters Score -901494.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -901499.812500 Penalty: 3003.755371
	Iteration 23Q: 3 clusters Score -901499.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -901509.312500 Penalty: 3003.755371
	Iteration 24Q: 3 clusters Score -901509.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -901515.812500 Penalty: 3003.755371
	Iteration 25Q: 3 clusters Score -901515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -901516.875000 Penalty: 3003.755371
	Iteration 26Q: 3 clusters Score -901516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -901519.250000 Penalty: 3003.755371
	Iteration 27Q: 3 clusters Score -901519.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -901521.562500 Penalty: 3003.755371
	Iteration 28Q: 3 clusters Score -901521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -901520.562500 Penalty: 3003.755371
	Iteration 29Q: 3 clusters Score -901520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -901522.875000 Penalty: 3003.755371
	Iteration 30Q: 3 clusters Score -901522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -901522.687500 Penalty: 3003.755371
	Iteration 31Q: 3 clusters Score -901522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -901526.312500 Penalty: 3003.755371
	Iteration 32Q: 3 clusters Score -901526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -901523.750000 Penalty: 3003.755371
	Iteration 33Q: 3 clusters Score -901523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -901526.062500 Penalty: 3003.755371
	Iteration 34Q: 3 clusters Score -901526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -901525.812500 Penalty: 3003.755371
	Iteration 35Q: 3 clusters Score -901525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -901526.062500 Penalty: 3003.755371
	Iteration 36Q: 3 clusters Score -901526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -901527.437500 Penalty: 3003.755371
	Iteration 37Q: 3 clusters Score -901527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -901527.437500 Penalty: 3003.755371
	Iteration 38F: 3 clusters Score -901527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Entering Unmasked Estep 
Score: -4112407.000000 Penalty: 1748.235229
	Iteration 0F: 2 clusters Score -4112407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4080927.000000 Penalty: 3496.470459
	Iteration 0F: 3 clusters Score -4080927 nChanged 21995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4093464.250000 Penalty: 3496.470459
	Iteration 1F: 3 clusters Score -4093464 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4094404.000000 Penalty: 3496.470459
	Iteration 2Q: 3 clusters Score -4094404 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4095672.250000 Penalty: 3496.470459
	Iteration 3F: 3 clusters Score -4095672 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4097303.000000 Penalty: 3496.470459
	Iteration 4F: 3 clusters Score -4097303 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4099494.000000 Penalty: 3496.470459
	Iteration 5F: 3 clusters Score -4099494 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4102086.750000 Penalty: 3496.470459
	Iteration 6F: 3 clusters Score -4102087 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4104713.500000 Penalty: 3496.470459
	Iteration 7F: 3 clusters Score -4104714 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4106685.500000 Penalty: 3496.470459
	Iteration 8F: 3 clusters Score -4106686 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4107855.750000 Penalty: 3496.470459
	Iteration 9Q: 3 clusters Score -4107856 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4108530.250000 Penalty: 3496.470459
	Iteration 10Q: 3 clusters Score -4108530 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4108920.500000 Penalty: 3496.470459
	Iteration 11Q: 3 clusters Score -4108920 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4109194.000000 Penalty: 3496.470459
	Iteration 12Q: 3 clusters Score -4109194 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4109372.750000 Penalty: 3496.470459
	Iteration 13Q: 3 clusters Score -4109373 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4109521.750000 Penalty: 3496.470459
	Iteration 14Q: 3 clusters Score -4109522 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4109653.000000 Penalty: 3496.470459
	Iteration 15Q: 3 clusters Score -4109653 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4109730.000000 Penalty: 3496.470459
	Iteration 16Q: 3 clusters Score -4109730 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4109852.250000 Penalty: 3496.470459
	Iteration 17Q: 3 clusters Score -4109852 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4109916.500000 Penalty: 3496.470459
	Iteration 18Q: 3 clusters Score -4109916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4109995.750000 Penalty: 3496.470459
	Iteration 19Q: 3 clusters Score -4109996 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4110064.250000 Penalty: 3496.470459
	Iteration 20F: 3 clusters Score -4110064 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4110149.000000 Penalty: 3496.470459
	Iteration 21Q: 3 clusters Score -4110149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4110237.000000 Penalty: 3496.470459
	Iteration 22Q: 3 clusters Score -4110237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -4110298.750000 Penalty: 3496.470459
	Iteration 23Q: 3 clusters Score -4110299 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4110354.250000 Penalty: 3496.470459
	Iteration 24Q: 3 clusters Score -4110354 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -4110424.000000 Penalty: 3496.470459
	Iteration 25Q: 3 clusters Score -4110424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -4110476.500000 Penalty: 3496.470459
	Iteration 26Q: 3 clusters Score -4110476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -4110523.750000 Penalty: 3496.470459
	Iteration 27Q: 3 clusters Score -4110524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4110582.250000 Penalty: 3496.470459
	Iteration 28Q: 3 clusters Score -4110582 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -4110630.000000 Penalty: 3496.470459
	Iteration 29Q: 3 clusters Score -4110630 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -4110677.250000 Penalty: 3496.470459
	Iteration 30Q: 3 clusters Score -4110677 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -4110721.250000 Penalty: 3496.470459
	Iteration 31Q: 3 clusters Score -4110721 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -4110766.250000 Penalty: 3496.470459
	Iteration 32Q: 3 clusters Score -4110766 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -4110823.500000 Penalty: 3496.470459
	Iteration 33Q: 3 clusters Score -4110824 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -4110878.750000 Penalty: 3496.470459
	Iteration 34Q: 3 clusters Score -4110879 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -4110958.500000 Penalty: 3496.470459
	Iteration 35Q: 3 clusters Score -4110958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -4111000.500000 Penalty: 3496.470459
	Iteration 36Q: 3 clusters Score -4111000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -4111046.250000 Penalty: 3496.470459
	Iteration 37Q: 3 clusters Score -4111046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -4111102.750000 Penalty: 3496.470459
	Iteration 38Q: 3 clusters Score -4111103 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -4111163.250000 Penalty: 3496.470459
	Iteration 39Q: 3 clusters Score -4111163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -4111215.750000 Penalty: 3496.470459
	Iteration 40F: 3 clusters Score -4111216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -4111274.750000 Penalty: 3496.470459
	Iteration 41Q: 3 clusters Score -4111275 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -4111365.000000 Penalty: 3496.470459
	Iteration 42Q: 3 clusters Score -4111365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -4111484.000000 Penalty: 3496.470459
	Iteration 43Q: 3 clusters Score -4111484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -4111731.250000 Penalty: 3496.470459
	Iteration 44Q: 3 clusters Score -4111731 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -4111971.000000 Penalty: 3496.470459
	Iteration 45Q: 3 clusters Score -4111971 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -4112059.000000 Penalty: 3496.470459
	Iteration 46Q: 3 clusters Score -4112059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -4112086.750000 Penalty: 3496.470459
	Iteration 47Q: 3 clusters Score -4112087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -4112107.000000 Penalty: 3496.470459
	Iteration 48Q: 3 clusters Score -4112107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -4112106.250000 Penalty: 3496.470459
	Iteration 49Q: 3 clusters Score -4112106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -4112109.750000 Penalty: 3496.470459
	Iteration 50Q: 3 clusters Score -4112110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -4112117.500000 Penalty: 3496.470459
	Iteration 51Q: 3 clusters Score -4112118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -4112122.250000 Penalty: 3496.470459
	Iteration 52Q: 3 clusters Score -4112122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -4112123.000000 Penalty: 3496.470459
	Iteration 53Q: 3 clusters Score -4112123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -4112122.750000 Penalty: 3496.470459
	Iteration 54Q: 3 clusters Score -4112123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -4112127.500000 Penalty: 3496.470459
	Iteration 55Q: 3 clusters Score -4112128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -4112131.000000 Penalty: 3496.470459
	Iteration 56Q: 3 clusters Score -4112131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -4112124.000000 Penalty: 3496.470459
	Iteration 57Q: 3 clusters Score -4112124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -4112127.000000 Penalty: 3496.470459
	Iteration 58Q: 3 clusters Score -4112127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -4112123.500000 Penalty: 3496.470459
	Iteration 59Q: 3 clusters Score -4112124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -4112127.000000 Penalty: 3496.470459
	Iteration 60F: 3 clusters Score -4112127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -4112126.750000 Penalty: 3496.470459
	Iteration 61Q: 3 clusters Score -4112127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -4112122.250000 Penalty: 3496.470459
	Iteration 62Q: 3 clusters Score -4112122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -4112124.250000 Penalty: 3496.470459
	Iteration 63Q: 3 clusters Score -4112124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -4112119.500000 Penalty: 3496.470459
	Iteration 64Q: 3 clusters Score -4112120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -4112119.250000 Penalty: 3496.470459
	Iteration 65Q: 3 clusters Score -4112119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -4112122.750000 Penalty: 3496.470459
	Iteration 66Q: 3 clusters Score -4112123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -4112123.750000 Penalty: 3496.470459
	Iteration 67Q: 3 clusters Score -4112124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -4112135.000000 Penalty: 3496.470459
	Iteration 68Q: 3 clusters Score -4112135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -4112137.000000 Penalty: 3496.470459
	Iteration 69Q: 3 clusters Score -4112137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -4112133.750000 Penalty: 3496.470459
	Iteration 70Q: 3 clusters Score -4112134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -4112131.000000 Penalty: 3496.470459
	Iteration 71Q: 3 clusters Score -4112131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -4112133.000000 Penalty: 3496.470459
	Iteration 72Q: 3 clusters Score -4112133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -4112130.000000 Penalty: 3496.470459
	Iteration 73Q: 3 clusters Score -4112130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -4112127.750000 Penalty: 3496.470459
	Iteration 74Q: 3 clusters Score -4112128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -4112131.750000 Penalty: 3496.470459
	Iteration 75Q: 3 clusters Score -4112132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -4112130.000000 Penalty: 3496.470459
	Iteration 76Q: 3 clusters Score -4112130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -4112127.250000 Penalty: 3496.470459
	Iteration 77Q: 3 clusters Score -4112127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -4112127.500000 Penalty: 3496.470459
	Iteration 78Q: 3 clusters Score -4112128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -4112127.500000 Penalty: 3496.470459
	Iteration 79F: 3 clusters Score -4112128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Entering Unmasked Estep 
Score: -1844742.000000 Penalty: 1616.640503
	Iteration 0F: 2 clusters Score -1844742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1830527.000000 Penalty: 3233.281006
	Iteration 0F: 3 clusters Score -1830527 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1835690.875000 Penalty: 3233.281006
	Iteration 1F: 3 clusters Score -1835691 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1836071.875000 Penalty: 3233.281006
	Iteration 2Q: 3 clusters Score -1836072 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1836455.500000 Penalty: 3233.281006
	Iteration 3Q: 3 clusters Score -1836456 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1836867.250000 Penalty: 3233.281006
	Iteration 4Q: 3 clusters Score -1836867 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1837332.875000 Penalty: 3233.281006
	Iteration 5Q: 3 clusters Score -1837333 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1837897.375000 Penalty: 3233.281006
	Iteration 6F: 3 clusters Score -1837897 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1838521.000000 Penalty: 3233.281006
	Iteration 7F: 3 clusters Score -1838521 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1839235.125000 Penalty: 3233.281006
	Iteration 8F: 3 clusters Score -1839235 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1839978.375000 Penalty: 3233.281006
	Iteration 9F: 3 clusters Score -1839978 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1840693.875000 Penalty: 3233.281006
	Iteration 10F: 3 clusters Score -1840694 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1841330.125000 Penalty: 3233.281006
	Iteration 11Q: 3 clusters Score -1841330 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1841856.875000 Penalty: 3233.281006
	Iteration 12Q: 3 clusters Score -1841857 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1842253.125000 Penalty: 3233.281006
	Iteration 13Q: 3 clusters Score -1842253 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1842569.625000 Penalty: 3233.281006
	Iteration 14Q: 3 clusters Score -1842570 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1842819.875000 Penalty: 3233.281006
	Iteration 15Q: 3 clusters Score -1842820 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1842999.750000 Penalty: 3233.281006
	Iteration 16Q: 3 clusters Score -1843000 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1843139.375000 Penalty: 3233.281006
	Iteration 17Q: 3 clusters Score -1843139 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1843268.625000 Penalty: 3233.281006
	Iteration 18Q: 3 clusters Score -1843269 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1843367.000000 Penalty: 3233.281006
	Iteration 19Q: 3 clusters Score -1843367 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1843452.500000 Penalty: 3233.281006
	Iteration 20F: 3 clusters Score -1843452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1843517.250000 Penalty: 3233.281006
	Iteration 21Q: 3 clusters Score -1843517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1843571.500000 Penalty: 3233.281006
	Iteration 22Q: 3 clusters Score -1843572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1843620.000000 Penalty: 3233.281006
	Iteration 23Q: 3 clusters Score -1843620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1843663.750000 Penalty: 3233.281006
	Iteration 24Q: 3 clusters Score -1843664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1843688.500000 Penalty: 3233.281006
	Iteration 25Q: 3 clusters Score -1843688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1843711.500000 Penalty: 3233.281006
	Iteration 26Q: 3 clusters Score -1843712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1843725.500000 Penalty: 3233.281006
	Iteration 27Q: 3 clusters Score -1843726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1843751.500000 Penalty: 3233.281006
	Iteration 28Q: 3 clusters Score -1843752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1843765.875000 Penalty: 3233.281006
	Iteration 29Q: 3 clusters Score -1843766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1843775.250000 Penalty: 3233.281006
	Iteration 30Q: 3 clusters Score -1843775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1843789.375000 Penalty: 3233.281006
	Iteration 31Q: 3 clusters Score -1843789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1843795.125000 Penalty: 3233.281006
	Iteration 32Q: 3 clusters Score -1843795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1843793.875000 Penalty: 3233.281006
	Iteration 33Q: 3 clusters Score -1843794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1843799.875000 Penalty: 3233.281006
	Iteration 34Q: 3 clusters Score -1843800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1843799.375000 Penalty: 3233.281006
	Iteration 35Q: 3 clusters Score -1843799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1843808.875000 Penalty: 3233.281006
	Iteration 36Q: 3 clusters Score -1843809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1843818.125000 Penalty: 3233.281006
	Iteration 37Q: 3 clusters Score -1843818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1843824.500000 Penalty: 3233.281006
	Iteration 38Q: 3 clusters Score -1843824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1843819.500000 Penalty: 3233.281006
	Iteration 39Q: 3 clusters Score -1843820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1843816.250000 Penalty: 3233.281006
	Iteration 40F: 3 clusters Score -1843816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1843827.875000 Penalty: 3233.281006
	Iteration 41Q: 3 clusters Score -1843828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1843832.375000 Penalty: 3233.281006
	Iteration 42Q: 3 clusters Score -1843832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1843836.750000 Penalty: 3233.281006
	Iteration 43Q: 3 clusters Score -1843837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1843837.125000 Penalty: 3233.281006
	Iteration 44Q: 3 clusters Score -1843837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1843834.250000 Penalty: 3233.281006
	Iteration 45Q: 3 clusters Score -1843834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1843842.375000 Penalty: 3233.281006
	Iteration 46Q: 3 clusters Score -1843842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1843849.500000 Penalty: 3233.281006
	Iteration 47Q: 3 clusters Score -1843850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1843852.000000 Penalty: 3233.281006
	Iteration 48Q: 3 clusters Score -1843852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1843851.875000 Penalty: 3233.281006
	Iteration 49Q: 3 clusters Score -1843852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1843862.375000 Penalty: 3233.281006
	Iteration 50Q: 3 clusters Score -1843862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1843864.750000 Penalty: 3233.281006
	Iteration 51Q: 3 clusters Score -1843865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1843870.375000 Penalty: 3233.281006
	Iteration 52Q: 3 clusters Score -1843870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1843868.750000 Penalty: 3233.281006
	Iteration 53Q: 3 clusters Score -1843869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1843870.250000 Penalty: 3233.281006
	Iteration 54Q: 3 clusters Score -1843870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1843870.875000 Penalty: 3233.281006
	Iteration 55Q: 3 clusters Score -1843871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1843873.375000 Penalty: 3233.281006
	Iteration 56Q: 3 clusters Score -1843873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1843873.750000 Penalty: 3233.281006
	Iteration 57Q: 3 clusters Score -1843874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1843873.625000 Penalty: 3233.281006
	Iteration 58Q: 3 clusters Score -1843874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1843871.500000 Penalty: 3233.281006
	Iteration 59Q: 3 clusters Score -1843872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1843877.125000 Penalty: 3233.281006
	Iteration 60F: 3 clusters Score -1843877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1843879.750000 Penalty: 3233.281006
	Iteration 61Q: 3 clusters Score -1843880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1843881.750000 Penalty: 3233.281006
	Iteration 62Q: 3 clusters Score -1843882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1843883.875000 Penalty: 3233.281006
	Iteration 63Q: 3 clusters Score -1843884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1843883.000000 Penalty: 3233.281006
	Iteration 64Q: 3 clusters Score -1843883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1843888.500000 Penalty: 3233.281006
	Iteration 65Q: 3 clusters Score -1843888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1843890.500000 Penalty: 3233.281006
	Iteration 66Q: 3 clusters Score -1843890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1843892.625000 Penalty: 3233.281006
	Iteration 67Q: 3 clusters Score -1843893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1843896.500000 Penalty: 3233.281006
	Iteration 68Q: 3 clusters Score -1843896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1843895.250000 Penalty: 3233.281006
	Iteration 69Q: 3 clusters Score -1843895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1843899.750000 Penalty: 3233.281006
	Iteration 70Q: 3 clusters Score -1843900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1843904.875000 Penalty: 3233.281006
	Iteration 71Q: 3 clusters Score -1843905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1843908.375000 Penalty: 3233.281006
	Iteration 72Q: 3 clusters Score -1843908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1843907.875000 Penalty: 3233.281006
	Iteration 73Q: 3 clusters Score -1843908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1843911.125000 Penalty: 3233.281006
	Iteration 74Q: 3 clusters Score -1843911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1843912.875000 Penalty: 3233.281006
	Iteration 75Q: 3 clusters Score -1843913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1843919.375000 Penalty: 3233.281006
	Iteration 76Q: 3 clusters Score -1843919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1843927.250000 Penalty: 3233.281006
	Iteration 77Q: 3 clusters Score -1843927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1843929.375000 Penalty: 3233.281006
	Iteration 78Q: 3 clusters Score -1843929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1843933.750000 Penalty: 3233.281006
	Iteration 79Q: 3 clusters Score -1843934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1843937.500000 Penalty: 3233.281006
	Iteration 80F: 3 clusters Score -1843938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1843938.375000 Penalty: 3233.281006
	Iteration 81Q: 3 clusters Score -1843938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1843941.875000 Penalty: 3233.281006
	Iteration 82Q: 3 clusters Score -1843942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1843953.750000 Penalty: 3233.281006
	Iteration 83Q: 3 clusters Score -1843954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1843959.750000 Penalty: 3233.281006
	Iteration 84Q: 3 clusters Score -1843960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1843956.500000 Penalty: 3233.281006
	Iteration 85Q: 3 clusters Score -1843956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1843964.625000 Penalty: 3233.281006
	Iteration 86Q: 3 clusters Score -1843965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1843970.625000 Penalty: 3233.281006
	Iteration 87Q: 3 clusters Score -1843971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1843972.750000 Penalty: 3233.281006
	Iteration 88Q: 3 clusters Score -1843973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1843980.625000 Penalty: 3233.281006
	Iteration 89Q: 3 clusters Score -1843981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1843986.375000 Penalty: 3233.281006
	Iteration 90Q: 3 clusters Score -1843986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1843990.125000 Penalty: 3233.281006
	Iteration 91Q: 3 clusters Score -1843990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1843995.250000 Penalty: 3233.281006
	Iteration 92Q: 3 clusters Score -1843995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1844000.750000 Penalty: 3233.281006
	Iteration 93Q: 3 clusters Score -1844001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1844007.875000 Penalty: 3233.281006
	Iteration 94Q: 3 clusters Score -1844008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1844005.250000 Penalty: 3233.281006
	Iteration 95Q: 3 clusters Score -1844005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1844009.000000 Penalty: 3233.281006
	Iteration 96Q: 3 clusters Score -1844009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1844008.875000 Penalty: 3233.281006
	Iteration 97Q: 3 clusters Score -1844009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1844010.125000 Penalty: 3233.281006
	Iteration 98Q: 3 clusters Score -1844010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1844009.750000 Penalty: 3233.281006
	Iteration 99Q: 3 clusters Score -1844010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1844010.000000 Penalty: 3233.281006
	Iteration 100F: 3 clusters Score -1844010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1844014.500000 Penalty: 3233.281006
	Iteration 101Q: 3 clusters Score -1844014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1844014.875000 Penalty: 3233.281006
	Iteration 102Q: 3 clusters Score -1844015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1844013.000000 Penalty: 3233.281006
	Iteration 103Q: 3 clusters Score -1844013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1844013.625000 Penalty: 3233.281006
	Iteration 104Q: 3 clusters Score -1844014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1844014.500000 Penalty: 3233.281006
	Iteration 105Q: 3 clusters Score -1844014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1844015.375000 Penalty: 3233.281006
	Iteration 106Q: 3 clusters Score -1844015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1844020.125000 Penalty: 3233.281006
	Iteration 107Q: 3 clusters Score -1844020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1844022.500000 Penalty: 3233.281006
	Iteration 108Q: 3 clusters Score -1844022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1844022.125000 Penalty: 3233.281006
	Iteration 109Q: 3 clusters Score -1844022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1844022.625000 Penalty: 3233.281006
	Iteration 110Q: 3 clusters Score -1844023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1844023.500000 Penalty: 3233.281006
	Iteration 111Q: 3 clusters Score -1844024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1844024.000000 Penalty: 3233.281006
	Iteration 112Q: 3 clusters Score -1844024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1844029.000000 Penalty: 3233.281006
	Iteration 113Q: 3 clusters Score -1844029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1844032.375000 Penalty: 3233.281006
	Iteration 114Q: 3 clusters Score -1844032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1844030.750000 Penalty: 3233.281006
	Iteration 115Q: 3 clusters Score -1844031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1844032.000000 Penalty: 3233.281006
	Iteration 116Q: 3 clusters Score -1844032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1844032.000000 Penalty: 3233.281006
	Iteration 117F: 3 clusters Score -1844032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -133123.093750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -133123.1 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 837 members 
Entering Unmasked Estep 
Score: -131250.687500 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -131250.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -131605.562500 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -131605.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131703.515625 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -131703.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131759.671875 Penalty: 2405.201660
	Iteration 3Q: 3 clusters Score -131759.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -131789.234375 Penalty: 2405.201660
	Iteration 4Q: 3 clusters Score -131789.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131813.750000 Penalty: 2405.201660
	Iteration 5Q: 3 clusters Score -131813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131839.953125 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -131840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131862.015625 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -131862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131876.312500 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -131876.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131889.968750 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -131890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -131903.312500 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -131903.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -131916.218750 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -131916.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -131925.703125 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -131925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -131934.437500 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -131934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -131938.828125 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -131938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131943.968750 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -131944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131948.593750 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -131948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -131956.593750 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -131956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -131963.015625 Penalty: 2405.201660
	Iteration 18Q: 3 clusters Score -131963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -131970.765625 Penalty: 2405.201660
	Iteration 19Q: 3 clusters Score -131970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -131976.343750 Penalty: 2405.201660
	Iteration 20F: 3 clusters Score -131976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131982.718750 Penalty: 2405.201660
	Iteration 21Q: 3 clusters Score -131982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131988.703125 Penalty: 2405.201660
	Iteration 22Q: 3 clusters Score -131988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131994.156250 Penalty: 2405.201660
	Iteration 23Q: 3 clusters Score -131994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -131998.140625 Penalty: 2405.201660
	Iteration 24Q: 3 clusters Score -131998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -132006.281250 Penalty: 2405.201660
	Iteration 25Q: 3 clusters Score -132006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132011.750000 Penalty: 2405.201660
	Iteration 26Q: 3 clusters Score -132011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -132015.453125 Penalty: 2405.201660
	Iteration 27Q: 3 clusters Score -132015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132020.390625 Penalty: 2405.201660
	Iteration 28Q: 3 clusters Score -132020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -132027.328125 Penalty: 2405.201660
	Iteration 29Q: 3 clusters Score -132027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -132029.328125 Penalty: 2405.201660
	Iteration 30Q: 3 clusters Score -132029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132030.875000 Penalty: 2405.201660
	Iteration 31Q: 3 clusters Score -132030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -132032.625000 Penalty: 2405.201660
	Iteration 32Q: 3 clusters Score -132032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132034.453125 Penalty: 2405.201660
	Iteration 33Q: 3 clusters Score -132034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132034.593750 Penalty: 2405.201660
	Iteration 34Q: 3 clusters Score -132034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132034.593750 Penalty: 2405.201660
	Iteration 35F: 3 clusters Score -132034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Entering Unmasked Estep 
Score: -1987710.125000 Penalty: 1647.817505
	Iteration 0F: 2 clusters Score -1987710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1970599.500000 Penalty: 3295.635010
	Iteration 0F: 3 clusters Score -1970600 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1977246.125000 Penalty: 3295.635010
	Iteration 1F: 3 clusters Score -1977246 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1978227.125000 Penalty: 3295.635010
	Iteration 2F: 3 clusters Score -1978227 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1979444.875000 Penalty: 3295.635010
	Iteration 3F: 3 clusters Score -1979445 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1980608.250000 Penalty: 3295.635010
	Iteration 4F: 3 clusters Score -1980608 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1981609.125000 Penalty: 3295.635010
	Iteration 5F: 3 clusters Score -1981609 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1982465.125000 Penalty: 3295.635010
	Iteration 6F: 3 clusters Score -1982465 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1983167.375000 Penalty: 3295.635010
	Iteration 7Q: 3 clusters Score -1983167 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1983668.875000 Penalty: 3295.635010
	Iteration 8Q: 3 clusters Score -1983669 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1984067.500000 Penalty: 3295.635010
	Iteration 9Q: 3 clusters Score -1984068 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -1984392.625000 Penalty: 3295.635010
	Iteration 10Q: 3 clusters Score -1984393 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -1984668.375000 Penalty: 3295.635010
	Iteration 11Q: 3 clusters Score -1984668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -1984892.000000 Penalty: 3295.635010
	Iteration 12Q: 3 clusters Score -1984892 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1985080.625000 Penalty: 3295.635010
	Iteration 13Q: 3 clusters Score -1985081 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -1985272.125000 Penalty: 3295.635010
	Iteration 14Q: 3 clusters Score -1985272 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -1985445.625000 Penalty: 3295.635010
	Iteration 15Q: 3 clusters Score -1985446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1985614.250000 Penalty: 3295.635010
	Iteration 16Q: 3 clusters Score -1985614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -1985788.375000 Penalty: 3295.635010
	Iteration 17Q: 3 clusters Score -1985788 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1985950.750000 Penalty: 3295.635010
	Iteration 18Q: 3 clusters Score -1985951 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -1986076.750000 Penalty: 3295.635010
	Iteration 19Q: 3 clusters Score -1986077 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -1986169.875000 Penalty: 3295.635010
	Iteration 20F: 3 clusters Score -1986170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1986245.375000 Penalty: 3295.635010
	Iteration 21Q: 3 clusters Score -1986245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1986295.000000 Penalty: 3295.635010
	Iteration 22Q: 3 clusters Score -1986295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1986321.750000 Penalty: 3295.635010
	Iteration 23Q: 3 clusters Score -1986322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -1986343.625000 Penalty: 3295.635010
	Iteration 24Q: 3 clusters Score -1986344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1986365.375000 Penalty: 3295.635010
	Iteration 25Q: 3 clusters Score -1986365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -1986384.000000 Penalty: 3295.635010
	Iteration 26Q: 3 clusters Score -1986384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -1986402.750000 Penalty: 3295.635010
	Iteration 27Q: 3 clusters Score -1986403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1986416.625000 Penalty: 3295.635010
	Iteration 28Q: 3 clusters Score -1986417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -1986428.250000 Penalty: 3295.635010
	Iteration 29Q: 3 clusters Score -1986428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -1986433.375000 Penalty: 3295.635010
	Iteration 30Q: 3 clusters Score -1986433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -1986442.375000 Penalty: 3295.635010
	Iteration 31Q: 3 clusters Score -1986442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -1986450.000000 Penalty: 3295.635010
	Iteration 32Q: 3 clusters Score -1986450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -1986457.000000 Penalty: 3295.635010
	Iteration 33Q: 3 clusters Score -1986457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -1986462.125000 Penalty: 3295.635010
	Iteration 34Q: 3 clusters Score -1986462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1986467.875000 Penalty: 3295.635010
	Iteration 35Q: 3 clusters Score -1986468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -1986469.500000 Penalty: 3295.635010
	Iteration 36Q: 3 clusters Score -1986470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -1986469.000000 Penalty: 3295.635010
	Iteration 37Q: 3 clusters Score -1986469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -1986471.750000 Penalty: 3295.635010
	Iteration 38Q: 3 clusters Score -1986472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -1986475.500000 Penalty: 3295.635010
	Iteration 39Q: 3 clusters Score -1986476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -1986476.500000 Penalty: 3295.635010
	Iteration 40F: 3 clusters Score -1986476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1986480.125000 Penalty: 3295.635010
	Iteration 41Q: 3 clusters Score -1986480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -1986483.875000 Penalty: 3295.635010
	Iteration 42Q: 3 clusters Score -1986484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -1986486.625000 Penalty: 3295.635010
	Iteration 43Q: 3 clusters Score -1986487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -1986485.375000 Penalty: 3295.635010
	Iteration 44Q: 3 clusters Score -1986485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -1986489.625000 Penalty: 3295.635010
	Iteration 45Q: 3 clusters Score -1986490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -1986489.375000 Penalty: 3295.635010
	Iteration 46Q: 3 clusters Score -1986489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -1986492.625000 Penalty: 3295.635010
	Iteration 47Q: 3 clusters Score -1986493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -1986492.875000 Penalty: 3295.635010
	Iteration 48Q: 3 clusters Score -1986493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -1986491.500000 Penalty: 3295.635010
	Iteration 49Q: 3 clusters Score -1986492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -1986493.250000 Penalty: 3295.635010
	Iteration 50Q: 3 clusters Score -1986493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -1986498.000000 Penalty: 3295.635010
	Iteration 51Q: 3 clusters Score -1986498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -1986496.875000 Penalty: 3295.635010
	Iteration 52Q: 3 clusters Score -1986497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -1986499.875000 Penalty: 3295.635010
	Iteration 53Q: 3 clusters Score -1986500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -1986499.625000 Penalty: 3295.635010
	Iteration 54Q: 3 clusters Score -1986500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -1986497.375000 Penalty: 3295.635010
	Iteration 55Q: 3 clusters Score -1986497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1986500.250000 Penalty: 3295.635010
	Iteration 56Q: 3 clusters Score -1986500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -1986497.625000 Penalty: 3295.635010
	Iteration 57Q: 3 clusters Score -1986498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -1986499.250000 Penalty: 3295.635010
	Iteration 58Q: 3 clusters Score -1986499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -1986499.250000 Penalty: 3295.635010
	Iteration 59F: 3 clusters Score -1986499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -105782.000000 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -105782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -103977.382812 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -103977.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104536.156250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -104536.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -104739.375000 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -104739.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104865.953125 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -104866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104941.078125 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -104941.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104983.679688 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -104983.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105011.382812 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -105011.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -105044.007812 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -105044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105067.007812 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -105067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105083.585938 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -105083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105094.312500 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -105094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105100.414062 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -105100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105109.156250 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -105109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105117.562500 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -105117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105125.875000 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -105125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105133.828125 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -105133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105137.765625 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -105137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105139.367188 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -105139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105140.898438 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -105140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105143.843750 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -105143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105146.937500 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -105146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105158.671875 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -105158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105168.750000 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -105168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105172.390625 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -105172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105175.101562 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -105175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105176.328125 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -105176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105177.945312 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -105177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105178.078125 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -105178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105178.648438 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -105178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105178.984375 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -105179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105179.312500 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -105179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105179.523438 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -105179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105179.523438 Penalty: 2402.009521
	Iteration 32F: 3 clusters Score -105179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -392086.531250 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -392086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -388241.937500 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -388241.9 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -389288.218750 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -389288.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -389593.406250 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -389593.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -389911.656250 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -389911.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -390261.437500 Penalty: 2755.767090
	Iteration 4F: 3 clusters Score -390261.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -390586.875000 Penalty: 2755.767090
	Iteration 5F: 3 clusters Score -390586.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -390913.125000 Penalty: 2755.767090
	Iteration 6F: 3 clusters Score -390913.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391261.468750 Penalty: 2755.767090
	Iteration 7F: 3 clusters Score -391261.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -391533.125000 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -391533.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -391739.312500 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -391739.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -391864.531250 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -391864.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -391932.375000 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -391932.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -391998.312500 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -391998.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -392077.218750 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -392077.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -392134.593750 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -392134.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -392187.906250 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -392187.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -392236.687500 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -392236.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -392280.843750 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -392280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -392303.156250 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -392303.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -392314.906250 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -392314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -392319.156250 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -392319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -392326.625000 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -392326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -392331.968750 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -392332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -392335.750000 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -392335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -392338.312500 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -392338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -392339.593750 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -392339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -392339.093750 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -392339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -392339.093750 Penalty: 2755.767090
	Iteration 27F: 3 clusters Score -392339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 2987 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Mstep: Class 34 contains 1827 members 
Entering Unmasked Estep 
Score: -76326904.000000 Penalty: 75720.648438
Splitting cluster 26 changes total score from -76327688.000000 to -76326904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -75740.578125 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -75740.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74326.921875 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -74326.92 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74597.187500 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -74597.19 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74805.992188 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -74805.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -75086.312500 Penalty: 2227.665283
	Iteration 3F: 3 clusters Score -75086.31 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75458.203125 Penalty: 2227.665283
	Iteration 4F: 3 clusters Score -75458.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75610.492188 Penalty: 2227.665283
	Iteration 5F: 3 clusters Score -75610.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75684.484375 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -75684.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75721.875000 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -75721.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75746.656250 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -75746.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75760.125000 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -75760.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75765.718750 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -75765.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75765.718750 Penalty: 2227.665283
	Iteration 11F: 3 clusters Score -75765.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Mstep: Class 34 contains 703 members 
Entering Unmasked Estep 
Score: -76326520.000000 Penalty: 75720.648438
Splitting cluster 27 changes total score from -76327688.000000 to -76326520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Entering Unmasked Estep 
Score: -964445.000000 Penalty: 1507.279541
	Iteration 0F: 2 clusters Score -964445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -956811.937500 Penalty: 3014.559082
	Iteration 0F: 3 clusters Score -956811.9 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -959292.937500 Penalty: 3014.559082
	Iteration 1F: 3 clusters Score -959292.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -959582.375000 Penalty: 3014.559082
	Iteration 2F: 3 clusters Score -959582.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -959824.375000 Penalty: 3014.559082
	Iteration 3F: 3 clusters Score -959824.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -960089.937500 Penalty: 3014.559082
	Iteration 4Q: 3 clusters Score -960089.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -960421.562500 Penalty: 3014.559082
	Iteration 5F: 3 clusters Score -960421.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -960854.875000 Penalty: 3014.559082
	Iteration 6F: 3 clusters Score -960854.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -961406.812500 Penalty: 3014.559082
	Iteration 7F: 3 clusters Score -961406.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -961933.125000 Penalty: 3014.559082
	Iteration 8F: 3 clusters Score -961933.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -962328.250000 Penalty: 3014.559082
	Iteration 9Q: 3 clusters Score -962328.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -962573.312500 Penalty: 3014.559082
	Iteration 10Q: 3 clusters Score -962573.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -962753.875000 Penalty: 3014.559082
	Iteration 11Q: 3 clusters Score -962753.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -962857.437500 Penalty: 3014.559082
	Iteration 12Q: 3 clusters Score -962857.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -962927.437500 Penalty: 3014.559082
	Iteration 13Q: 3 clusters Score -962927.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -962978.625000 Penalty: 3014.559082
	Iteration 14Q: 3 clusters Score -962978.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -963015.375000 Penalty: 3014.559082
	Iteration 15Q: 3 clusters Score -963015.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -963043.250000 Penalty: 3014.559082
	Iteration 16Q: 3 clusters Score -963043.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -963061.812500 Penalty: 3014.559082
	Iteration 17Q: 3 clusters Score -963061.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -963081.000000 Penalty: 3014.559082
	Iteration 18Q: 3 clusters Score -963081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -963095.125000 Penalty: 3014.559082
	Iteration 19Q: 3 clusters Score -963095.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -963107.312500 Penalty: 3014.559082
	Iteration 20F: 3 clusters Score -963107.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -963113.437500 Penalty: 3014.559082
	Iteration 21Q: 3 clusters Score -963113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -963118.937500 Penalty: 3014.559082
	Iteration 22Q: 3 clusters Score -963118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -963124.125000 Penalty: 3014.559082
	Iteration 23Q: 3 clusters Score -963124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -963132.750000 Penalty: 3014.559082
	Iteration 24Q: 3 clusters Score -963132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -963136.000000 Penalty: 3014.559082
	Iteration 25Q: 3 clusters Score -963136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -963138.562500 Penalty: 3014.559082
	Iteration 26Q: 3 clusters Score -963138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -963141.687500 Penalty: 3014.559082
	Iteration 27Q: 3 clusters Score -963141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -963147.187500 Penalty: 3014.559082
	Iteration 28Q: 3 clusters Score -963147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -963148.562500 Penalty: 3014.559082
	Iteration 29Q: 3 clusters Score -963148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -963148.000000 Penalty: 3014.559082
	Iteration 30Q: 3 clusters Score -963148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -963149.375000 Penalty: 3014.559082
	Iteration 31Q: 3 clusters Score -963149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -963148.562500 Penalty: 3014.559082
	Iteration 32Q: 3 clusters Score -963148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -963148.562500 Penalty: 3014.559082
	Iteration 33F: 3 clusters Score -963148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -119886.257812 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -119886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118095.171875 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -118095.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118694.390625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -118694.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -119001.531250 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -119001.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -119154.703125 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -119154.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -119244.960938 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -119245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119301.703125 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -119301.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119326.851562 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -119326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -119337.875000 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -119337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119346.890625 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -119346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -119355.937500 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -119355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -119360.406250 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -119360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119368.648438 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -119368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -119370.007812 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -119370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -119370.976562 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -119371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -119372.898438 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -119372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119374.179688 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -119374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119374.179688 Penalty: 2392.859619
	Iteration 16F: 3 clusters Score -119374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -102711.726562 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -102711.7 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 671 members 
Entering Unmasked Estep 
Score: -101148.007812 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -101148 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101643.640625 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -101643.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101897.945312 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -101897.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102083.210938 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -102083.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102253.367188 Penalty: 2340.380615
	Iteration 4F: 3 clusters Score -102253.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102381.390625 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -102381.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102451.234375 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -102451.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102556.656250 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -102556.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102595.968750 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -102596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102609.945312 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -102609.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102617.179688 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -102617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102626.039062 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -102626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102628.382812 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -102628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102630.421875 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -102630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102630.421875 Penalty: 2340.380615
	Iteration 14F: 3 clusters Score -102630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -168882.484375 Penalty: 1237.965820
	Iteration 0F: 2 clusters Score -168882.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -166774.968750 Penalty: 2475.931641
	Iteration 0F: 3 clusters Score -166775 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -167257.031250 Penalty: 2475.931641
	Iteration 1F: 3 clusters Score -167257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -167362.500000 Penalty: 2475.931641
	Iteration 2F: 3 clusters Score -167362.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -167415.453125 Penalty: 2475.931641
	Iteration 3Q: 3 clusters Score -167415.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -167452.843750 Penalty: 2475.931641
	Iteration 4Q: 3 clusters Score -167452.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -167472.531250 Penalty: 2475.931641
	Iteration 5Q: 3 clusters Score -167472.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -167488.187500 Penalty: 2475.931641
	Iteration 6Q: 3 clusters Score -167488.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -167503.312500 Penalty: 2475.931641
	Iteration 7Q: 3 clusters Score -167503.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -167523.234375 Penalty: 2475.931641
	Iteration 8Q: 3 clusters Score -167523.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -167546.109375 Penalty: 2475.931641
	Iteration 9Q: 3 clusters Score -167546.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -167567.406250 Penalty: 2475.931641
	Iteration 10Q: 3 clusters Score -167567.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -167593.359375 Penalty: 2475.931641
	Iteration 11Q: 3 clusters Score -167593.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -167632.156250 Penalty: 2475.931641
	Iteration 12Q: 3 clusters Score -167632.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -167676.796875 Penalty: 2475.931641
	Iteration 13Q: 3 clusters Score -167676.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -167729.281250 Penalty: 2475.931641
	Iteration 14Q: 3 clusters Score -167729.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -167773.375000 Penalty: 2475.931641
	Iteration 15Q: 3 clusters Score -167773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -167805.046875 Penalty: 2475.931641
	Iteration 16Q: 3 clusters Score -167805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -167827.000000 Penalty: 2475.931641
	Iteration 17Q: 3 clusters Score -167827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -167841.296875 Penalty: 2475.931641
	Iteration 18Q: 3 clusters Score -167841.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -167849.750000 Penalty: 2475.931641
	Iteration 19Q: 3 clusters Score -167849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -167856.562500 Penalty: 2475.931641
	Iteration 20F: 3 clusters Score -167856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -167862.968750 Penalty: 2475.931641
	Iteration 21Q: 3 clusters Score -167863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -167869.640625 Penalty: 2475.931641
	Iteration 22Q: 3 clusters Score -167869.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -167881.203125 Penalty: 2475.931641
	Iteration 23Q: 3 clusters Score -167881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -167896.187500 Penalty: 2475.931641
	Iteration 24Q: 3 clusters Score -167896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -167911.875000 Penalty: 2475.931641
	Iteration 25Q: 3 clusters Score -167911.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -167921.593750 Penalty: 2475.931641
	Iteration 26Q: 3 clusters Score -167921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -167926.906250 Penalty: 2475.931641
	Iteration 27Q: 3 clusters Score -167926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -167932.953125 Penalty: 2475.931641
	Iteration 28Q: 3 clusters Score -167933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -167937.625000 Penalty: 2475.931641
	Iteration 29Q: 3 clusters Score -167937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -167944.500000 Penalty: 2475.931641
	Iteration 30Q: 3 clusters Score -167944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -167949.718750 Penalty: 2475.931641
	Iteration 31Q: 3 clusters Score -167949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -167954.062500 Penalty: 2475.931641
	Iteration 32Q: 3 clusters Score -167954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -167960.203125 Penalty: 2475.931641
	Iteration 33Q: 3 clusters Score -167960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -167965.781250 Penalty: 2475.931641
	Iteration 34Q: 3 clusters Score -167965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -167971.578125 Penalty: 2475.931641
	Iteration 35Q: 3 clusters Score -167971.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -167975.437500 Penalty: 2475.931641
	Iteration 36Q: 3 clusters Score -167975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -167978.515625 Penalty: 2475.931641
	Iteration 37Q: 3 clusters Score -167978.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -167982.671875 Penalty: 2475.931641
	Iteration 38Q: 3 clusters Score -167982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -167989.078125 Penalty: 2475.931641
	Iteration 39Q: 3 clusters Score -167989.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -167999.687500 Penalty: 2475.931641
	Iteration 40F: 3 clusters Score -167999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -168003.828125 Penalty: 2475.931641
	Iteration 41Q: 3 clusters Score -168003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -168005.031250 Penalty: 2475.931641
	Iteration 42Q: 3 clusters Score -168005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -168005.031250 Penalty: 2475.931641
	Iteration 43F: 3 clusters Score -168005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (98277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Entering Unmasked Estep 
Score: -8814405.000000 Penalty: 1868.026123
	Iteration 0F: 2 clusters Score -8814405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -8748651.000000 Penalty: 3736.052246
	Iteration 0F: 3 clusters Score -8748651 nChanged 47093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -8775976.000000 Penalty: 3736.052246
	Iteration 1F: 3 clusters Score -8775976 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8777312.000000 Penalty: 3736.052246
	Iteration 2Q: 3 clusters Score -8777312 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -8779262.000000 Penalty: 3736.052246
	Iteration 3Q: 3 clusters Score -8779262 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -8782221.000000 Penalty: 3736.052246
	Iteration 4F: 3 clusters Score -8782221 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -8786740.000000 Penalty: 3736.052246
	Iteration 5F: 3 clusters Score -8786740 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8792387.000000 Penalty: 3736.052246
	Iteration 6F: 3 clusters Score -8792387 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -8798050.000000 Penalty: 3736.052246
	Iteration 7F: 3 clusters Score -8798050 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -8802686.000000 Penalty: 3736.052246
	Iteration 8F: 3 clusters Score -8802686 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -8805823.000000 Penalty: 3736.052246
	Iteration 9Q: 3 clusters Score -8805823 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8808074.000000 Penalty: 3736.052246
	Iteration 10Q: 3 clusters Score -8808074 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8809627.000000 Penalty: 3736.052246
	Iteration 11Q: 3 clusters Score -8809627 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8810663.000000 Penalty: 3736.052246
	Iteration 12Q: 3 clusters Score -8810663 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8811337.000000 Penalty: 3736.052246
	Iteration 13Q: 3 clusters Score -8811337 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8811809.000000 Penalty: 3736.052246
	Iteration 14Q: 3 clusters Score -8811809 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8812119.000000 Penalty: 3736.052246
	Iteration 15Q: 3 clusters Score -8812119 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8812290.000000 Penalty: 3736.052246
	Iteration 16Q: 3 clusters Score -8812290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8812422.000000 Penalty: 3736.052246
	Iteration 17Q: 3 clusters Score -8812422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8812523.000000 Penalty: 3736.052246
	Iteration 18Q: 3 clusters Score -8812523 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8812596.000000 Penalty: 3736.052246
	Iteration 19Q: 3 clusters Score -8812596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8812634.000000 Penalty: 3736.052246
	Iteration 20F: 3 clusters Score -8812634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8812687.000000 Penalty: 3736.052246
	Iteration 21Q: 3 clusters Score -8812687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8812702.000000 Penalty: 3736.052246
	Iteration 22Q: 3 clusters Score -8812702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8812718.000000 Penalty: 3736.052246
	Iteration 23Q: 3 clusters Score -8812718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8812748.000000 Penalty: 3736.052246
	Iteration 24Q: 3 clusters Score -8812748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8812775.000000 Penalty: 3736.052246
	Iteration 25Q: 3 clusters Score -8812775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8812781.000000 Penalty: 3736.052246
	Iteration 26Q: 3 clusters Score -8812781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8812802.000000 Penalty: 3736.052246
	Iteration 27Q: 3 clusters Score -8812802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8812802.000000 Penalty: 3736.052246
	Iteration 28Q: 3 clusters Score -8812802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8812811.000000 Penalty: 3736.052246
	Iteration 29Q: 3 clusters Score -8812811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8812814.000000 Penalty: 3736.052246
	Iteration 30Q: 3 clusters Score -8812814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8812817.000000 Penalty: 3736.052246
	Iteration 31Q: 3 clusters Score -8812817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8812833.000000 Penalty: 3736.052246
	Iteration 32Q: 3 clusters Score -8812833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8812832.000000 Penalty: 3736.052246
	Iteration 33Q: 3 clusters Score -8812832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8812849.000000 Penalty: 3736.052246
	Iteration 34Q: 3 clusters Score -8812849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8812847.000000 Penalty: 3736.052246
	Iteration 35Q: 3 clusters Score -8812847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8812850.000000 Penalty: 3736.052246
	Iteration 36Q: 3 clusters Score -8812850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8812854.000000 Penalty: 3736.052246
	Iteration 37Q: 3 clusters Score -8812854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8812873.000000 Penalty: 3736.052246
	Iteration 38Q: 3 clusters Score -8812873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8812871.000000 Penalty: 3736.052246
	Iteration 39Q: 3 clusters Score -8812871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8812872.000000 Penalty: 3736.052246
	Iteration 40F: 3 clusters Score -8812872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8812874.000000 Penalty: 3736.052246
	Iteration 41Q: 3 clusters Score -8812874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8812881.000000 Penalty: 3736.052246
	Iteration 42Q: 3 clusters Score -8812881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8812885.000000 Penalty: 3736.052246
	Iteration 43Q: 3 clusters Score -8812885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8812889.000000 Penalty: 3736.052246
	Iteration 44Q: 3 clusters Score -8812889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8812896.000000 Penalty: 3736.052246
	Iteration 45Q: 3 clusters Score -8812896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8812891.000000 Penalty: 3736.052246
	Iteration 46Q: 3 clusters Score -8812891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8812891.000000 Penalty: 3736.052246
	Iteration 47Q: 3 clusters Score -8812891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8812900.000000 Penalty: 3736.052246
	Iteration 48Q: 3 clusters Score -8812900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8812900.000000 Penalty: 3736.052246
	Iteration 49Q: 3 clusters Score -8812900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8812901.000000 Penalty: 3736.052246
	Iteration 50Q: 3 clusters Score -8812901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8812898.000000 Penalty: 3736.052246
	Iteration 51Q: 3 clusters Score -8812898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8812899.000000 Penalty: 3736.052246
	Iteration 52Q: 3 clusters Score -8812899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8812899.000000 Penalty: 3736.052246
	Iteration 53F: 3 clusters Score -8812899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -154350.781250 Penalty: 1219.821167
	Iteration 0F: 2 clusters Score -154350.8 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 931 members 
Entering Unmasked Estep 
Score: -152397.250000 Penalty: 2439.642334
	Iteration 0F: 3 clusters Score -152397.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152819.421875 Penalty: 2439.642334
	Iteration 1F: 3 clusters Score -152819.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152898.546875 Penalty: 2439.642334
	Iteration 2F: 3 clusters Score -152898.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -152946.156250 Penalty: 2439.642334
	Iteration 3Q: 3 clusters Score -152946.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152976.125000 Penalty: 2439.642334
	Iteration 4Q: 3 clusters Score -152976.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -153007.140625 Penalty: 2439.642334
	Iteration 5Q: 3 clusters Score -153007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -153026.171875 Penalty: 2439.642334
	Iteration 6Q: 3 clusters Score -153026.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -153034.015625 Penalty: 2439.642334
	Iteration 7Q: 3 clusters Score -153034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -153045.937500 Penalty: 2439.642334
	Iteration 8Q: 3 clusters Score -153045.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -153052.843750 Penalty: 2439.642334
	Iteration 9Q: 3 clusters Score -153052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153060.187500 Penalty: 2439.642334
	Iteration 10Q: 3 clusters Score -153060.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -153069.625000 Penalty: 2439.642334
	Iteration 11Q: 3 clusters Score -153069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -153075.562500 Penalty: 2439.642334
	Iteration 12Q: 3 clusters Score -153075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153079.000000 Penalty: 2439.642334
	Iteration 13Q: 3 clusters Score -153079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153084.609375 Penalty: 2439.642334
	Iteration 14Q: 3 clusters Score -153084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153088.375000 Penalty: 2439.642334
	Iteration 15Q: 3 clusters Score -153088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153092.468750 Penalty: 2439.642334
	Iteration 16Q: 3 clusters Score -153092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153093.453125 Penalty: 2439.642334
	Iteration 17Q: 3 clusters Score -153093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153093.515625 Penalty: 2439.642334
	Iteration 18Q: 3 clusters Score -153093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153094.218750 Penalty: 2439.642334
	Iteration 19Q: 3 clusters Score -153094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -153094.734375 Penalty: 2439.642334
	Iteration 20F: 3 clusters Score -153094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153095.406250 Penalty: 2439.642334
	Iteration 21Q: 3 clusters Score -153095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153095.484375 Penalty: 2439.642334
	Iteration 22Q: 3 clusters Score -153095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153095.484375 Penalty: 2439.642334
	Iteration 23F: 3 clusters Score -153095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327664.000000 Penalty: 73493.570312
Iteration 159Q: 34 clusters Score -7.632766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76327664.000000 Penalty: 73493.570312
Iteration 160F: 34 clusters Score -7.632766e+07 nChanged 0
Entering ConstructFrom: 
Score: -76327664.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -691168.000000 Penalty: 1473.151245
	Iteration 0F: 2 clusters Score -691168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -684857.562500 Penalty: 2946.302490
	Iteration 0F: 3 clusters Score -684857.6 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -686893.937500 Penalty: 2946.302490
	Iteration 1F: 3 clusters Score -686893.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -687257.687500 Penalty: 2946.302490
	Iteration 2F: 3 clusters Score -687257.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -687637.437500 Penalty: 2946.302490
	Iteration 3F: 3 clusters Score -687637.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -688024.250000 Penalty: 2946.302490
	Iteration 4F: 3 clusters Score -688024.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -688401.250000 Penalty: 2946.302490
	Iteration 5F: 3 clusters Score -688401.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -688769.187500 Penalty: 2946.302490
	Iteration 6F: 3 clusters Score -688769.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -689059.062500 Penalty: 2946.302490
	Iteration 7Q: 3 clusters Score -689059.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -689317.437500 Penalty: 2946.302490
	Iteration 8Q: 3 clusters Score -689317.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -689555.750000 Penalty: 2946.302490
	Iteration 9Q: 3 clusters Score -689555.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -689737.875000 Penalty: 2946.302490
	Iteration 10Q: 3 clusters Score -689737.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -689902.375000 Penalty: 2946.302490
	Iteration 11Q: 3 clusters Score -689902.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -690036.250000 Penalty: 2946.302490
	Iteration 12Q: 3 clusters Score -690036.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -690109.937500 Penalty: 2946.302490
	Iteration 13Q: 3 clusters Score -690109.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -690169.062500 Penalty: 2946.302490
	Iteration 14Q: 3 clusters Score -690169.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -690207.812500 Penalty: 2946.302490
	Iteration 15Q: 3 clusters Score -690207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -690237.687500 Penalty: 2946.302490
	Iteration 16Q: 3 clusters Score -690237.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -690250.687500 Penalty: 2946.302490
	Iteration 17Q: 3 clusters Score -690250.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -690263.000000 Penalty: 2946.302490
	Iteration 18Q: 3 clusters Score -690263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -690270.562500 Penalty: 2946.302490
	Iteration 19Q: 3 clusters Score -690270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -690277.437500 Penalty: 2946.302490
	Iteration 20F: 3 clusters Score -690277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -690283.250000 Penalty: 2946.302490
	Iteration 21Q: 3 clusters Score -690283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -690289.437500 Penalty: 2946.302490
	Iteration 22Q: 3 clusters Score -690289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -690294.187500 Penalty: 2946.302490
	Iteration 23Q: 3 clusters Score -690294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -690295.500000 Penalty: 2946.302490
	Iteration 24Q: 3 clusters Score -690295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -690295.125000 Penalty: 2946.302490
	Iteration 25Q: 3 clusters Score -690295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -690297.062500 Penalty: 2946.302490
	Iteration 26Q: 3 clusters Score -690297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -690297.750000 Penalty: 2946.302490
	Iteration 27Q: 3 clusters Score -690297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -690298.562500 Penalty: 2946.302490
	Iteration 28Q: 3 clusters Score -690298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -690298.312500 Penalty: 2946.302490
	Iteration 29Q: 3 clusters Score -690298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -690298.625000 Penalty: 2946.302490
	Iteration 30Q: 3 clusters Score -690298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -690298.625000 Penalty: 2946.302490
	Iteration 31F: 3 clusters Score -690298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Entering Unmasked Estep 
Score: -2172368.750000 Penalty: 1647.046387
	Iteration 0F: 2 clusters Score -2172369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2155154.750000 Penalty: 3294.092773
	Iteration 0F: 3 clusters Score -2155155 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2161732.250000 Penalty: 3294.092773
	Iteration 1F: 3 clusters Score -2161732 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2162160.250000 Penalty: 3294.092773
	Iteration 2Q: 3 clusters Score -2162160 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2162604.750000 Penalty: 3294.092773
	Iteration 3Q: 3 clusters Score -2162605 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2163143.500000 Penalty: 3294.092773
	Iteration 4Q: 3 clusters Score -2163144 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2163860.500000 Penalty: 3294.092773
	Iteration 5F: 3 clusters Score -2163860 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2164844.500000 Penalty: 3294.092773
	Iteration 6F: 3 clusters Score -2164844 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2166141.250000 Penalty: 3294.092773
	Iteration 7F: 3 clusters Score -2166141 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2167542.000000 Penalty: 3294.092773
	Iteration 8F: 3 clusters Score -2167542 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2168696.500000 Penalty: 3294.092773
	Iteration 9Q: 3 clusters Score -2168696 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2169488.000000 Penalty: 3294.092773
	Iteration 10Q: 3 clusters Score -2169488 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2170008.250000 Penalty: 3294.092773
	Iteration 11Q: 3 clusters Score -2170008 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2170287.750000 Penalty: 3294.092773
	Iteration 12Q: 3 clusters Score -2170288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2170422.750000 Penalty: 3294.092773
	Iteration 13Q: 3 clusters Score -2170423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2170535.250000 Penalty: 3294.092773
	Iteration 14Q: 3 clusters Score -2170535 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2170600.250000 Penalty: 3294.092773
	Iteration 15Q: 3 clusters Score -2170600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2170647.500000 Penalty: 3294.092773
	Iteration 16Q: 3 clusters Score -2170648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2170678.500000 Penalty: 3294.092773
	Iteration 17Q: 3 clusters Score -2170678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2170704.500000 Penalty: 3294.092773
	Iteration 18Q: 3 clusters Score -2170704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2170726.000000 Penalty: 3294.092773
	Iteration 19Q: 3 clusters Score -2170726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2170750.500000 Penalty: 3294.092773
	Iteration 20F: 3 clusters Score -2170750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2170761.750000 Penalty: 3294.092773
	Iteration 21Q: 3 clusters Score -2170762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2170778.000000 Penalty: 3294.092773
	Iteration 22Q: 3 clusters Score -2170778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2170785.750000 Penalty: 3294.092773
	Iteration 23Q: 3 clusters Score -2170786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2170796.250000 Penalty: 3294.092773
	Iteration 24Q: 3 clusters Score -2170796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2170806.750000 Penalty: 3294.092773
	Iteration 25Q: 3 clusters Score -2170807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2170815.250000 Penalty: 3294.092773
	Iteration 26Q: 3 clusters Score -2170815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2170825.000000 Penalty: 3294.092773
	Iteration 27Q: 3 clusters Score -2170825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2170833.000000 Penalty: 3294.092773
	Iteration 28Q: 3 clusters Score -2170833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2170843.000000 Penalty: 3294.092773
	Iteration 29Q: 3 clusters Score -2170843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2170855.500000 Penalty: 3294.092773
	Iteration 30Q: 3 clusters Score -2170856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2170862.750000 Penalty: 3294.092773
	Iteration 31Q: 3 clusters Score -2170863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2170875.000000 Penalty: 3294.092773
	Iteration 32Q: 3 clusters Score -2170875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2170879.250000 Penalty: 3294.092773
	Iteration 33Q: 3 clusters Score -2170879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2170883.000000 Penalty: 3294.092773
	Iteration 34Q: 3 clusters Score -2170883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2170887.250000 Penalty: 3294.092773
	Iteration 35Q: 3 clusters Score -2170887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2170889.500000 Penalty: 3294.092773
	Iteration 36Q: 3 clusters Score -2170890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2170891.500000 Penalty: 3294.092773
	Iteration 37Q: 3 clusters Score -2170892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2170890.500000 Penalty: 3294.092773
	Iteration 38Q: 3 clusters Score -2170890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2170891.000000 Penalty: 3294.092773
	Iteration 39Q: 3 clusters Score -2170891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2170891.000000 Penalty: 3294.092773
	Iteration 40F: 3 clusters Score -2170891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Entering Unmasked Estep 
Score: -2800172.750000 Penalty: 1685.494141
	Iteration 0F: 2 clusters Score -2800173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2778698.250000 Penalty: 3370.988281
	Iteration 0F: 3 clusters Score -2778698 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2786853.500000 Penalty: 3370.988281
	Iteration 1F: 3 clusters Score -2786854 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2787231.750000 Penalty: 3370.988281
	Iteration 2Q: 3 clusters Score -2787232 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2787630.250000 Penalty: 3370.988281
	Iteration 3Q: 3 clusters Score -2787630 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2788013.250000 Penalty: 3370.988281
	Iteration 4Q: 3 clusters Score -2788013 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2788422.750000 Penalty: 3370.988281
	Iteration 5Q: 3 clusters Score -2788423 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2788960.750000 Penalty: 3370.988281
	Iteration 6Q: 3 clusters Score -2788961 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2789671.750000 Penalty: 3370.988281
	Iteration 7Q: 3 clusters Score -2789672 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2790664.500000 Penalty: 3370.988281
	Iteration 8Q: 3 clusters Score -2790664 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2791837.250000 Penalty: 3370.988281
	Iteration 9F: 3 clusters Score -2791837 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2792772.000000 Penalty: 3370.988281
	Iteration 10F: 3 clusters Score -2792772 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2793255.500000 Penalty: 3370.988281
	Iteration 11Q: 3 clusters Score -2793256 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2793446.750000 Penalty: 3370.988281
	Iteration 12Q: 3 clusters Score -2793447 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2793534.250000 Penalty: 3370.988281
	Iteration 13Q: 3 clusters Score -2793534 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2793606.000000 Penalty: 3370.988281
	Iteration 14Q: 3 clusters Score -2793606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2793658.000000 Penalty: 3370.988281
	Iteration 15Q: 3 clusters Score -2793658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2793740.250000 Penalty: 3370.988281
	Iteration 16Q: 3 clusters Score -2793740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2793801.750000 Penalty: 3370.988281
	Iteration 17Q: 3 clusters Score -2793802 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2793859.000000 Penalty: 3370.988281
	Iteration 18Q: 3 clusters Score -2793859 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2793921.250000 Penalty: 3370.988281
	Iteration 19Q: 3 clusters Score -2793921 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2793983.750000 Penalty: 3370.988281
	Iteration 20F: 3 clusters Score -2793984 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2794060.750000 Penalty: 3370.988281
	Iteration 21Q: 3 clusters Score -2794061 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2794131.750000 Penalty: 3370.988281
	Iteration 22Q: 3 clusters Score -2794132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2794211.500000 Penalty: 3370.988281
	Iteration 23Q: 3 clusters Score -2794212 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2794293.000000 Penalty: 3370.988281
	Iteration 24Q: 3 clusters Score -2794293 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2794386.000000 Penalty: 3370.988281
	Iteration 25Q: 3 clusters Score -2794386 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2794509.500000 Penalty: 3370.988281
	Iteration 26Q: 3 clusters Score -2794510 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2794657.500000 Penalty: 3370.988281
	Iteration 27Q: 3 clusters Score -2794658 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2794830.000000 Penalty: 3370.988281
	Iteration 28Q: 3 clusters Score -2794830 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -2795019.750000 Penalty: 3370.988281
	Iteration 29Q: 3 clusters Score -2795020 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2795222.750000 Penalty: 3370.988281
	Iteration 30Q: 3 clusters Score -2795223 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2795436.500000 Penalty: 3370.988281
	Iteration 31Q: 3 clusters Score -2795436 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2795661.750000 Penalty: 3370.988281
	Iteration 32Q: 3 clusters Score -2795662 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2795909.750000 Penalty: 3370.988281
	Iteration 33Q: 3 clusters Score -2795910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2796183.000000 Penalty: 3370.988281
	Iteration 34Q: 3 clusters Score -2796183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -2796454.500000 Penalty: 3370.988281
	Iteration 35Q: 3 clusters Score -2796454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -2796759.250000 Penalty: 3370.988281
	Iteration 36Q: 3 clusters Score -2796759 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -2797038.750000 Penalty: 3370.988281
	Iteration 37Q: 3 clusters Score -2797039 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -2797290.250000 Penalty: 3370.988281
	Iteration 38Q: 3 clusters Score -2797290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -2797529.250000 Penalty: 3370.988281
	Iteration 39Q: 3 clusters Score -2797529 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -2797802.250000 Penalty: 3370.988281
	Iteration 40F: 3 clusters Score -2797802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2798013.250000 Penalty: 3370.988281
	Iteration 41Q: 3 clusters Score -2798013 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -2798198.750000 Penalty: 3370.988281
	Iteration 42Q: 3 clusters Score -2798199 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -2798352.000000 Penalty: 3370.988281
	Iteration 43Q: 3 clusters Score -2798352 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -2798471.750000 Penalty: 3370.988281
	Iteration 44Q: 3 clusters Score -2798472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -2798551.000000 Penalty: 3370.988281
	Iteration 45Q: 3 clusters Score -2798551 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -2798601.250000 Penalty: 3370.988281
	Iteration 46Q: 3 clusters Score -2798601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -2798627.250000 Penalty: 3370.988281
	Iteration 47Q: 3 clusters Score -2798627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2798659.750000 Penalty: 3370.988281
	Iteration 48Q: 3 clusters Score -2798660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -2798671.750000 Penalty: 3370.988281
	Iteration 49Q: 3 clusters Score -2798672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2798688.250000 Penalty: 3370.988281
	Iteration 50Q: 3 clusters Score -2798688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -2798696.500000 Penalty: 3370.988281
	Iteration 51Q: 3 clusters Score -2798696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -2798701.750000 Penalty: 3370.988281
	Iteration 52Q: 3 clusters Score -2798702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -2798706.500000 Penalty: 3370.988281
	Iteration 53Q: 3 clusters Score -2798706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -2798707.000000 Penalty: 3370.988281
	Iteration 54Q: 3 clusters Score -2798707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -2798707.750000 Penalty: 3370.988281
	Iteration 55Q: 3 clusters Score -2798708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -2798707.750000 Penalty: 3370.988281
	Iteration 56F: 3 clusters Score -2798708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (174441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174441 members 
Entering Unmasked Estep 
Score: -15871766.000000 Penalty: 1961.268066
	Iteration 0F: 2 clusters Score -1.587177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -15754222.000000 Penalty: 3922.536133
	Iteration 0F: 3 clusters Score -1.575422e+07 nChanged 84308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -15804223.000000 Penalty: 3922.536133
	Iteration 1F: 3 clusters Score -1.580422e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -15805927.000000 Penalty: 3922.536133
	Iteration 2Q: 3 clusters Score -1.580593e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -15808860.000000 Penalty: 3922.536133
	Iteration 3Q: 3 clusters Score -1.580886e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -15814372.000000 Penalty: 3922.536133
	Iteration 4F: 3 clusters Score -1.581437e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -15824029.000000 Penalty: 3922.536133
	Iteration 5F: 3 clusters Score -1.582403e+07 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 141390 members 
Entering Unmasked Estep 
Score: -15838079.000000 Penalty: 3922.536133
	Iteration 6F: 3 clusters Score -1.583808e+07 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -15852813.000000 Penalty: 3922.536133
	Iteration 7F: 3 clusters Score -1.585281e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -15862594.000000 Penalty: 3922.536133
	Iteration 8F: 3 clusters Score -1.586259e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -15867213.000000 Penalty: 3922.536133
	Iteration 9Q: 3 clusters Score -1.586721e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -15869021.000000 Penalty: 3922.536133
	Iteration 10Q: 3 clusters Score -1.586902e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 173835 members 
Entering Unmasked Estep 
Score: -15869598.000000 Penalty: 3922.536133
	Iteration 11Q: 3 clusters Score -1.58696e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -15869790.000000 Penalty: 3922.536133
	Iteration 12Q: 3 clusters Score -1.586979e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -15869874.000000 Penalty: 3922.536133
	Iteration 13Q: 3 clusters Score -1.586987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -15869928.000000 Penalty: 3922.536133
	Iteration 14Q: 3 clusters Score -1.586993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -15869941.000000 Penalty: 3922.536133
	Iteration 15Q: 3 clusters Score -1.586994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -15869948.000000 Penalty: 3922.536133
	Iteration 16Q: 3 clusters Score -1.586995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -15869961.000000 Penalty: 3922.536133
	Iteration 17Q: 3 clusters Score -1.586996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -15869974.000000 Penalty: 3922.536133
	Iteration 18Q: 3 clusters Score -1.586997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -15869971.000000 Penalty: 3922.536133
	Iteration 19Q: 3 clusters Score -1.586997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -15869968.000000 Penalty: 3922.536133
	Iteration 20F: 3 clusters Score -1.586997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -15869978.000000 Penalty: 3922.536133
	Iteration 21Q: 3 clusters Score -1.586998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174234 members 
Entering Unmasked Estep 
Score: -15869983.000000 Penalty: 3922.536133
	Iteration 22Q: 3 clusters Score -1.586998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -15869984.000000 Penalty: 3922.536133
	Iteration 23Q: 3 clusters Score -1.586998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -15869983.000000 Penalty: 3922.536133
	Iteration 24Q: 3 clusters Score -1.586998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -15869994.000000 Penalty: 3922.536133
	Iteration 25Q: 3 clusters Score -1.586999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -15870003.000000 Penalty: 3922.536133
	Iteration 26Q: 3 clusters Score -1.587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -15870009.000000 Penalty: 3922.536133
	Iteration 27Q: 3 clusters Score -1.587001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -15870009.000000 Penalty: 3922.536133
	Iteration 28Q: 3 clusters Score -1.587001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -15870021.000000 Penalty: 3922.536133
	Iteration 29Q: 3 clusters Score -1.587002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -15870010.000000 Penalty: 3922.536133
	Iteration 30Q: 3 clusters Score -1.587001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -15870012.000000 Penalty: 3922.536133
	Iteration 31Q: 3 clusters Score -1.587001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -15870018.000000 Penalty: 3922.536133
	Iteration 32Q: 3 clusters Score -1.587002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -15870018.000000 Penalty: 3922.536133
	Iteration 33F: 3 clusters Score -1.587002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Entering Unmasked Estep 
Score: -1034821.500000 Penalty: 1526.402222
	Iteration 0F: 2 clusters Score -1034822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1026505.625000 Penalty: 3052.804443
	Iteration 0F: 3 clusters Score -1026506 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1029487.187500 Penalty: 3052.804443
	Iteration 1F: 3 clusters Score -1029487 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1029900.812500 Penalty: 3052.804443
	Iteration 2F: 3 clusters Score -1029901 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1030302.375000 Penalty: 3052.804443
	Iteration 3F: 3 clusters Score -1030302 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1030680.937500 Penalty: 3052.804443
	Iteration 4F: 3 clusters Score -1030681 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1030997.187500 Penalty: 3052.804443
	Iteration 5F: 3 clusters Score -1030997 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1031251.437500 Penalty: 3052.804443
	Iteration 6Q: 3 clusters Score -1031251 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1031453.750000 Penalty: 3052.804443
	Iteration 7Q: 3 clusters Score -1031454 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1031619.750000 Penalty: 3052.804443
	Iteration 8Q: 3 clusters Score -1031620 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1031734.750000 Penalty: 3052.804443
	Iteration 9Q: 3 clusters Score -1031735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1031807.875000 Penalty: 3052.804443
	Iteration 10Q: 3 clusters Score -1031808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1031887.500000 Penalty: 3052.804443
	Iteration 11Q: 3 clusters Score -1031888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1031948.937500 Penalty: 3052.804443
	Iteration 12Q: 3 clusters Score -1031949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1031998.750000 Penalty: 3052.804443
	Iteration 13Q: 3 clusters Score -1031999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1032058.125000 Penalty: 3052.804443
	Iteration 14Q: 3 clusters Score -1032058 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1032107.062500 Penalty: 3052.804443
	Iteration 15Q: 3 clusters Score -1032107 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1032161.562500 Penalty: 3052.804443
	Iteration 16Q: 3 clusters Score -1032162 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1032221.000000 Penalty: 3052.804443
	Iteration 17Q: 3 clusters Score -1032221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1032280.000000 Penalty: 3052.804443
	Iteration 18Q: 3 clusters Score -1032280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1032348.625000 Penalty: 3052.804443
	Iteration 19Q: 3 clusters Score -1032349 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1032425.250000 Penalty: 3052.804443
	Iteration 20F: 3 clusters Score -1032425 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1032501.625000 Penalty: 3052.804443
	Iteration 21Q: 3 clusters Score -1032502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1032563.562500 Penalty: 3052.804443
	Iteration 22Q: 3 clusters Score -1032564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1032635.437500 Penalty: 3052.804443
	Iteration 23Q: 3 clusters Score -1032635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1032712.625000 Penalty: 3052.804443
	Iteration 24Q: 3 clusters Score -1032713 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1032799.000000 Penalty: 3052.804443
	Iteration 25Q: 3 clusters Score -1032799 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1032878.000000 Penalty: 3052.804443
	Iteration 26Q: 3 clusters Score -1032878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1032951.000000 Penalty: 3052.804443
	Iteration 27Q: 3 clusters Score -1032951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1033010.125000 Penalty: 3052.804443
	Iteration 28Q: 3 clusters Score -1033010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1033051.875000 Penalty: 3052.804443
	Iteration 29Q: 3 clusters Score -1033052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1033091.187500 Penalty: 3052.804443
	Iteration 30Q: 3 clusters Score -1033091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1033135.187500 Penalty: 3052.804443
	Iteration 31Q: 3 clusters Score -1033135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1033175.500000 Penalty: 3052.804443
	Iteration 32Q: 3 clusters Score -1033176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1033212.687500 Penalty: 3052.804443
	Iteration 33Q: 3 clusters Score -1033213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1033254.875000 Penalty: 3052.804443
	Iteration 34Q: 3 clusters Score -1033255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1033288.875000 Penalty: 3052.804443
	Iteration 35Q: 3 clusters Score -1033289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1033327.750000 Penalty: 3052.804443
	Iteration 36Q: 3 clusters Score -1033328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1033355.437500 Penalty: 3052.804443
	Iteration 37Q: 3 clusters Score -1033355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1033378.250000 Penalty: 3052.804443
	Iteration 38Q: 3 clusters Score -1033378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1033399.250000 Penalty: 3052.804443
	Iteration 39Q: 3 clusters Score -1033399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1033416.812500 Penalty: 3052.804443
	Iteration 40F: 3 clusters Score -1033417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1033429.687500 Penalty: 3052.804443
	Iteration 41Q: 3 clusters Score -1033430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1033444.437500 Penalty: 3052.804443
	Iteration 42Q: 3 clusters Score -1033444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1033450.000000 Penalty: 3052.804443
	Iteration 43Q: 3 clusters Score -1033450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1033459.187500 Penalty: 3052.804443
	Iteration 44Q: 3 clusters Score -1033459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1033465.312500 Penalty: 3052.804443
	Iteration 45Q: 3 clusters Score -1033465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1033474.125000 Penalty: 3052.804443
	Iteration 46Q: 3 clusters Score -1033474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1033486.437500 Penalty: 3052.804443
	Iteration 47Q: 3 clusters Score -1033486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1033494.062500 Penalty: 3052.804443
	Iteration 48Q: 3 clusters Score -1033494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1033505.562500 Penalty: 3052.804443
	Iteration 49Q: 3 clusters Score -1033506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1033524.250000 Penalty: 3052.804443
	Iteration 50Q: 3 clusters Score -1033524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1033538.375000 Penalty: 3052.804443
	Iteration 51Q: 3 clusters Score -1033538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1033548.750000 Penalty: 3052.804443
	Iteration 52Q: 3 clusters Score -1033549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1033558.000000 Penalty: 3052.804443
	Iteration 53Q: 3 clusters Score -1033558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1033564.312500 Penalty: 3052.804443
	Iteration 54Q: 3 clusters Score -1033564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1033566.500000 Penalty: 3052.804443
	Iteration 55Q: 3 clusters Score -1033566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1033570.562500 Penalty: 3052.804443
	Iteration 56Q: 3 clusters Score -1033571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1033572.125000 Penalty: 3052.804443
	Iteration 57Q: 3 clusters Score -1033572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1033573.125000 Penalty: 3052.804443
	Iteration 58Q: 3 clusters Score -1033573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1033574.375000 Penalty: 3052.804443
	Iteration 59Q: 3 clusters Score -1033574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1033574.562500 Penalty: 3052.804443
	Iteration 60F: 3 clusters Score -1033575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1033575.062500 Penalty: 3052.804443
	Iteration 61Q: 3 clusters Score -1033575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1033579.500000 Penalty: 3052.804443
	Iteration 62Q: 3 clusters Score -1033580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1033578.000000 Penalty: 3052.804443
	Iteration 63Q: 3 clusters Score -1033578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1033581.312500 Penalty: 3052.804443
	Iteration 64Q: 3 clusters Score -1033581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1033583.312500 Penalty: 3052.804443
	Iteration 65Q: 3 clusters Score -1033583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1033582.687500 Penalty: 3052.804443
	Iteration 66Q: 3 clusters Score -1033583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1033583.875000 Penalty: 3052.804443
	Iteration 67Q: 3 clusters Score -1033584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1033584.562500 Penalty: 3052.804443
	Iteration 68Q: 3 clusters Score -1033585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1033584.562500 Penalty: 3052.804443
	Iteration 69F: 3 clusters Score -1033585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Entering Unmasked Estep 
Score: -2650934.750000 Penalty: 1676.451172
	Iteration 0F: 2 clusters Score -2650935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2630585.750000 Penalty: 3352.902344
	Iteration 0F: 3 clusters Score -2630586 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2638247.000000 Penalty: 3352.902344
	Iteration 1F: 3 clusters Score -2638247 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2638600.500000 Penalty: 3352.902344
	Iteration 2Q: 3 clusters Score -2638600 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2638907.000000 Penalty: 3352.902344
	Iteration 3Q: 3 clusters Score -2638907 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2639169.250000 Penalty: 3352.902344
	Iteration 4Q: 3 clusters Score -2639169 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2639422.500000 Penalty: 3352.902344
	Iteration 5Q: 3 clusters Score -2639422 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2639668.250000 Penalty: 3352.902344
	Iteration 6Q: 3 clusters Score -2639668 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2639906.750000 Penalty: 3352.902344
	Iteration 7Q: 3 clusters Score -2639907 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2640169.000000 Penalty: 3352.902344
	Iteration 8Q: 3 clusters Score -2640169 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2640414.250000 Penalty: 3352.902344
	Iteration 9Q: 3 clusters Score -2640414 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2640673.750000 Penalty: 3352.902344
	Iteration 10Q: 3 clusters Score -2640674 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2640974.500000 Penalty: 3352.902344
	Iteration 11Q: 3 clusters Score -2640974 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2641331.000000 Penalty: 3352.902344
	Iteration 12Q: 3 clusters Score -2641331 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2641820.250000 Penalty: 3352.902344
	Iteration 13Q: 3 clusters Score -2641820 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2642503.250000 Penalty: 3352.902344
	Iteration 14Q: 3 clusters Score -2642503 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2643482.250000 Penalty: 3352.902344
	Iteration 15F: 3 clusters Score -2643482 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2644691.000000 Penalty: 3352.902344
	Iteration 16F: 3 clusters Score -2644691 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2645910.750000 Penalty: 3352.902344
	Iteration 17F: 3 clusters Score -2645911 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2647015.000000 Penalty: 3352.902344
	Iteration 18Q: 3 clusters Score -2647015 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2647889.750000 Penalty: 3352.902344
	Iteration 19Q: 3 clusters Score -2647890 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -2648463.750000 Penalty: 3352.902344
	Iteration 20F: 3 clusters Score -2648464 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2648848.750000 Penalty: 3352.902344
	Iteration 21Q: 3 clusters Score -2648849 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -2649090.500000 Penalty: 3352.902344
	Iteration 22Q: 3 clusters Score -2649090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -2649278.500000 Penalty: 3352.902344
	Iteration 23Q: 3 clusters Score -2649278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2649386.500000 Penalty: 3352.902344
	Iteration 24Q: 3 clusters Score -2649386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -2649448.000000 Penalty: 3352.902344
	Iteration 25Q: 3 clusters Score -2649448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2649469.000000 Penalty: 3352.902344
	Iteration 26Q: 3 clusters Score -2649469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -2649483.750000 Penalty: 3352.902344
	Iteration 27Q: 3 clusters Score -2649484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2649501.000000 Penalty: 3352.902344
	Iteration 28Q: 3 clusters Score -2649501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -2649516.000000 Penalty: 3352.902344
	Iteration 29Q: 3 clusters Score -2649516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -2649529.000000 Penalty: 3352.902344
	Iteration 30Q: 3 clusters Score -2649529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -2649529.500000 Penalty: 3352.902344
	Iteration 31Q: 3 clusters Score -2649530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -2649539.750000 Penalty: 3352.902344
	Iteration 32Q: 3 clusters Score -2649540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2649547.250000 Penalty: 3352.902344
	Iteration 33Q: 3 clusters Score -2649547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -2649551.750000 Penalty: 3352.902344
	Iteration 34Q: 3 clusters Score -2649552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -2649555.250000 Penalty: 3352.902344
	Iteration 35Q: 3 clusters Score -2649555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -2649558.750000 Penalty: 3352.902344
	Iteration 36Q: 3 clusters Score -2649559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -2649561.000000 Penalty: 3352.902344
	Iteration 37Q: 3 clusters Score -2649561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -2649561.500000 Penalty: 3352.902344
	Iteration 38Q: 3 clusters Score -2649562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -2649562.500000 Penalty: 3352.902344
	Iteration 39Q: 3 clusters Score -2649562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2649563.000000 Penalty: 3352.902344
	Iteration 40F: 3 clusters Score -2649563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Entering Unmasked Estep 
Score: -2787216.750000 Penalty: 1685.570312
	Iteration 0F: 2 clusters Score -2787217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2765766.000000 Penalty: 3371.140625
	Iteration 0F: 3 clusters Score -2765766 nChanged 14684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2773970.750000 Penalty: 3371.140625
	Iteration 1F: 3 clusters Score -2773971 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2774442.750000 Penalty: 3371.140625
	Iteration 2Q: 3 clusters Score -2774443 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2775045.500000 Penalty: 3371.140625
	Iteration 3Q: 3 clusters Score -2775046 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2775724.250000 Penalty: 3371.140625
	Iteration 4Q: 3 clusters Score -2775724 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2776619.750000 Penalty: 3371.140625
	Iteration 5F: 3 clusters Score -2776620 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2777735.000000 Penalty: 3371.140625
	Iteration 6F: 3 clusters Score -2777735 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2779107.000000 Penalty: 3371.140625
	Iteration 7F: 3 clusters Score -2779107 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2780598.750000 Penalty: 3371.140625
	Iteration 8F: 3 clusters Score -2780599 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2782055.000000 Penalty: 3371.140625
	Iteration 9F: 3 clusters Score -2782055 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -2783291.750000 Penalty: 3371.140625
	Iteration 10Q: 3 clusters Score -2783292 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -2784152.000000 Penalty: 3371.140625
	Iteration 11Q: 3 clusters Score -2784152 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2784640.000000 Penalty: 3371.140625
	Iteration 12Q: 3 clusters Score -2784640 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -2784925.250000 Penalty: 3371.140625
	Iteration 13Q: 3 clusters Score -2784925 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -2785118.500000 Penalty: 3371.140625
	Iteration 14Q: 3 clusters Score -2785118 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -2785275.500000 Penalty: 3371.140625
	Iteration 15Q: 3 clusters Score -2785276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2785383.500000 Penalty: 3371.140625
	Iteration 16Q: 3 clusters Score -2785384 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -2785449.750000 Penalty: 3371.140625
	Iteration 17Q: 3 clusters Score -2785450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -2785537.500000 Penalty: 3371.140625
	Iteration 18Q: 3 clusters Score -2785538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -2785606.250000 Penalty: 3371.140625
	Iteration 19Q: 3 clusters Score -2785606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -2785657.500000 Penalty: 3371.140625
	Iteration 20F: 3 clusters Score -2785658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -2785701.500000 Penalty: 3371.140625
	Iteration 21Q: 3 clusters Score -2785702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -2785739.250000 Penalty: 3371.140625
	Iteration 22Q: 3 clusters Score -2785739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -2785773.000000 Penalty: 3371.140625
	Iteration 23Q: 3 clusters Score -2785773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2785802.000000 Penalty: 3371.140625
	Iteration 24Q: 3 clusters Score -2785802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -2785828.000000 Penalty: 3371.140625
	Iteration 25Q: 3 clusters Score -2785828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -2785846.750000 Penalty: 3371.140625
	Iteration 26Q: 3 clusters Score -2785847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -2785858.750000 Penalty: 3371.140625
	Iteration 27Q: 3 clusters Score -2785859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2785877.250000 Penalty: 3371.140625
	Iteration 28Q: 3 clusters Score -2785877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2785891.250000 Penalty: 3371.140625
	Iteration 29Q: 3 clusters Score -2785891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -2785911.250000 Penalty: 3371.140625
	Iteration 30Q: 3 clusters Score -2785911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -2785918.000000 Penalty: 3371.140625
	Iteration 31Q: 3 clusters Score -2785918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -2785922.250000 Penalty: 3371.140625
	Iteration 32Q: 3 clusters Score -2785922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -2785923.750000 Penalty: 3371.140625
	Iteration 33Q: 3 clusters Score -2785924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -2785924.500000 Penalty: 3371.140625
	Iteration 34Q: 3 clusters Score -2785924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -2785926.250000 Penalty: 3371.140625
	Iteration 35Q: 3 clusters Score -2785926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2785934.750000 Penalty: 3371.140625
	Iteration 36Q: 3 clusters Score -2785935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -2785933.250000 Penalty: 3371.140625
	Iteration 37Q: 3 clusters Score -2785933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -2785940.000000 Penalty: 3371.140625
	Iteration 38Q: 3 clusters Score -2785940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2785940.750000 Penalty: 3371.140625
	Iteration 39Q: 3 clusters Score -2785941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -2785943.750000 Penalty: 3371.140625
	Iteration 40F: 3 clusters Score -2785944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -2785949.500000 Penalty: 3371.140625
	Iteration 41Q: 3 clusters Score -2785950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -2785949.000000 Penalty: 3371.140625
	Iteration 42Q: 3 clusters Score -2785949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -2785949.000000 Penalty: 3371.140625
	Iteration 43F: 3 clusters Score -2785949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Entering Unmasked Estep 
Score: -1035644.187500 Penalty: 1543.619507
	Iteration 0F: 2 clusters Score -1035644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1026384.750000 Penalty: 3087.239014
	Iteration 0F: 3 clusters Score -1026385 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1029973.125000 Penalty: 3087.239014
	Iteration 1F: 3 clusters Score -1029973 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1030789.937500 Penalty: 3087.239014
	Iteration 2F: 3 clusters Score -1030790 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1031690.562500 Penalty: 3087.239014
	Iteration 3F: 3 clusters Score -1031691 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1032542.750000 Penalty: 3087.239014
	Iteration 4F: 3 clusters Score -1032543 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1033262.687500 Penalty: 3087.239014
	Iteration 5F: 3 clusters Score -1033263 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1033776.625000 Penalty: 3087.239014
	Iteration 6F: 3 clusters Score -1033777 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1034086.875000 Penalty: 3087.239014
	Iteration 7Q: 3 clusters Score -1034087 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1034286.687500 Penalty: 3087.239014
	Iteration 8Q: 3 clusters Score -1034287 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1034408.937500 Penalty: 3087.239014
	Iteration 9Q: 3 clusters Score -1034409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1034496.937500 Penalty: 3087.239014
	Iteration 10Q: 3 clusters Score -1034497 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1034570.562500 Penalty: 3087.239014
	Iteration 11Q: 3 clusters Score -1034571 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1034632.562500 Penalty: 3087.239014
	Iteration 12Q: 3 clusters Score -1034633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1034689.500000 Penalty: 3087.239014
	Iteration 13Q: 3 clusters Score -1034690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1034746.187500 Penalty: 3087.239014
	Iteration 14Q: 3 clusters Score -1034746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1034794.187500 Penalty: 3087.239014
	Iteration 15Q: 3 clusters Score -1034794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1034830.375000 Penalty: 3087.239014
	Iteration 16Q: 3 clusters Score -1034830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1034862.750000 Penalty: 3087.239014
	Iteration 17Q: 3 clusters Score -1034863 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1034891.937500 Penalty: 3087.239014
	Iteration 18Q: 3 clusters Score -1034892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1034919.312500 Penalty: 3087.239014
	Iteration 19Q: 3 clusters Score -1034919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1034940.812500 Penalty: 3087.239014
	Iteration 20F: 3 clusters Score -1034941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1034954.437500 Penalty: 3087.239014
	Iteration 21Q: 3 clusters Score -1034954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1034977.250000 Penalty: 3087.239014
	Iteration 22Q: 3 clusters Score -1034977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1034997.500000 Penalty: 3087.239014
	Iteration 23Q: 3 clusters Score -1034998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1035009.375000 Penalty: 3087.239014
	Iteration 24Q: 3 clusters Score -1035009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1035026.875000 Penalty: 3087.239014
	Iteration 25Q: 3 clusters Score -1035027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1035040.000000 Penalty: 3087.239014
	Iteration 26Q: 3 clusters Score -1035040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1035049.562500 Penalty: 3087.239014
	Iteration 27Q: 3 clusters Score -1035050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1035062.437500 Penalty: 3087.239014
	Iteration 28Q: 3 clusters Score -1035062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1035070.437500 Penalty: 3087.239014
	Iteration 29Q: 3 clusters Score -1035070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1035083.625000 Penalty: 3087.239014
	Iteration 30Q: 3 clusters Score -1035084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1035091.750000 Penalty: 3087.239014
	Iteration 31Q: 3 clusters Score -1035092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1035101.125000 Penalty: 3087.239014
	Iteration 32Q: 3 clusters Score -1035101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1035107.312500 Penalty: 3087.239014
	Iteration 33Q: 3 clusters Score -1035107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1035111.062500 Penalty: 3087.239014
	Iteration 34Q: 3 clusters Score -1035111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1035120.562500 Penalty: 3087.239014
	Iteration 35Q: 3 clusters Score -1035121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1035128.437500 Penalty: 3087.239014
	Iteration 36Q: 3 clusters Score -1035128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1035132.937500 Penalty: 3087.239014
	Iteration 37Q: 3 clusters Score -1035133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1035143.187500 Penalty: 3087.239014
	Iteration 38Q: 3 clusters Score -1035143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1035147.937500 Penalty: 3087.239014
	Iteration 39Q: 3 clusters Score -1035148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1035153.125000 Penalty: 3087.239014
	Iteration 40F: 3 clusters Score -1035153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1035158.062500 Penalty: 3087.239014
	Iteration 41Q: 3 clusters Score -1035158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1035167.375000 Penalty: 3087.239014
	Iteration 42Q: 3 clusters Score -1035167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1035171.312500 Penalty: 3087.239014
	Iteration 43Q: 3 clusters Score -1035171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1035174.250000 Penalty: 3087.239014
	Iteration 44Q: 3 clusters Score -1035174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1035179.125000 Penalty: 3087.239014
	Iteration 45Q: 3 clusters Score -1035179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1035181.687500 Penalty: 3087.239014
	Iteration 46Q: 3 clusters Score -1035182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1035187.625000 Penalty: 3087.239014
	Iteration 47Q: 3 clusters Score -1035188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1035189.750000 Penalty: 3087.239014
	Iteration 48Q: 3 clusters Score -1035190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1035192.312500 Penalty: 3087.239014
	Iteration 49Q: 3 clusters Score -1035192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1035195.687500 Penalty: 3087.239014
	Iteration 50Q: 3 clusters Score -1035196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1035202.812500 Penalty: 3087.239014
	Iteration 51Q: 3 clusters Score -1035203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1035206.062500 Penalty: 3087.239014
	Iteration 52Q: 3 clusters Score -1035206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1035203.250000 Penalty: 3087.239014
	Iteration 53Q: 3 clusters Score -1035203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1035207.500000 Penalty: 3087.239014
	Iteration 54Q: 3 clusters Score -1035208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1035213.562500 Penalty: 3087.239014
	Iteration 55Q: 3 clusters Score -1035214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1035216.812500 Penalty: 3087.239014
	Iteration 56Q: 3 clusters Score -1035217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1035220.312500 Penalty: 3087.239014
	Iteration 57Q: 3 clusters Score -1035220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1035223.562500 Penalty: 3087.239014
	Iteration 58Q: 3 clusters Score -1035224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1035225.937500 Penalty: 3087.239014
	Iteration 59Q: 3 clusters Score -1035226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1035226.687500 Penalty: 3087.239014
	Iteration 60F: 3 clusters Score -1035227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1035228.000000 Penalty: 3087.239014
	Iteration 61Q: 3 clusters Score -1035228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1035230.875000 Penalty: 3087.239014
	Iteration 62Q: 3 clusters Score -1035231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1035230.812500 Penalty: 3087.239014
	Iteration 63Q: 3 clusters Score -1035231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1035232.625000 Penalty: 3087.239014
	Iteration 64Q: 3 clusters Score -1035233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1035235.562500 Penalty: 3087.239014
	Iteration 65Q: 3 clusters Score -1035236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1035237.375000 Penalty: 3087.239014
	Iteration 66Q: 3 clusters Score -1035237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1035237.375000 Penalty: 3087.239014
	Iteration 67Q: 3 clusters Score -1035237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1035241.062500 Penalty: 3087.239014
	Iteration 68Q: 3 clusters Score -1035241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1035246.625000 Penalty: 3087.239014
	Iteration 69Q: 3 clusters Score -1035247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1035248.687500 Penalty: 3087.239014
	Iteration 70Q: 3 clusters Score -1035249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1035249.312500 Penalty: 3087.239014
	Iteration 71Q: 3 clusters Score -1035249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1035250.750000 Penalty: 3087.239014
	Iteration 72Q: 3 clusters Score -1035251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1035250.687500 Penalty: 3087.239014
	Iteration 73Q: 3 clusters Score -1035251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1035254.500000 Penalty: 3087.239014
	Iteration 74Q: 3 clusters Score -1035254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1035256.187500 Penalty: 3087.239014
	Iteration 75Q: 3 clusters Score -1035256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1035260.562500 Penalty: 3087.239014
	Iteration 76Q: 3 clusters Score -1035261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1035261.625000 Penalty: 3087.239014
	Iteration 77Q: 3 clusters Score -1035262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1035265.312500 Penalty: 3087.239014
	Iteration 78Q: 3 clusters Score -1035265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1035265.000000 Penalty: 3087.239014
	Iteration 79Q: 3 clusters Score -1035265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1035268.687500 Penalty: 3087.239014
	Iteration 80F: 3 clusters Score -1035269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1035272.500000 Penalty: 3087.239014
	Iteration 81Q: 3 clusters Score -1035272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1035277.000000 Penalty: 3087.239014
	Iteration 82Q: 3 clusters Score -1035277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1035282.437500 Penalty: 3087.239014
	Iteration 83Q: 3 clusters Score -1035282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1035286.375000 Penalty: 3087.239014
	Iteration 84Q: 3 clusters Score -1035286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1035293.875000 Penalty: 3087.239014
	Iteration 85Q: 3 clusters Score -1035294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1035298.312500 Penalty: 3087.239014
	Iteration 86Q: 3 clusters Score -1035298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1035303.437500 Penalty: 3087.239014
	Iteration 87Q: 3 clusters Score -1035303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1035309.750000 Penalty: 3087.239014
	Iteration 88Q: 3 clusters Score -1035310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1035310.187500 Penalty: 3087.239014
	Iteration 89Q: 3 clusters Score -1035310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1035310.062500 Penalty: 3087.239014
	Iteration 90Q: 3 clusters Score -1035310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1035314.250000 Penalty: 3087.239014
	Iteration 91Q: 3 clusters Score -1035314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1035313.562500 Penalty: 3087.239014
	Iteration 92Q: 3 clusters Score -1035314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1035313.937500 Penalty: 3087.239014
	Iteration 93Q: 3 clusters Score -1035314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1035314.875000 Penalty: 3087.239014
	Iteration 94Q: 3 clusters Score -1035315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1035314.750000 Penalty: 3087.239014
	Iteration 95Q: 3 clusters Score -1035315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1035316.250000 Penalty: 3087.239014
	Iteration 96Q: 3 clusters Score -1035316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1035315.687500 Penalty: 3087.239014
	Iteration 97Q: 3 clusters Score -1035316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1035316.562500 Penalty: 3087.239014
	Iteration 98Q: 3 clusters Score -1035317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1035316.187500 Penalty: 3087.239014
	Iteration 99Q: 3 clusters Score -1035316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1035317.562500 Penalty: 3087.239014
	Iteration 100F: 3 clusters Score -1035318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1035317.875000 Penalty: 3087.239014
	Iteration 101Q: 3 clusters Score -1035318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1035318.687500 Penalty: 3087.239014
	Iteration 102Q: 3 clusters Score -1035319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1035317.625000 Penalty: 3087.239014
	Iteration 103Q: 3 clusters Score -1035318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1035318.625000 Penalty: 3087.239014
	Iteration 104Q: 3 clusters Score -1035319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1035320.062500 Penalty: 3087.239014
	Iteration 105Q: 3 clusters Score -1035320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1035320.250000 Penalty: 3087.239014
	Iteration 106Q: 3 clusters Score -1035320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1035319.125000 Penalty: 3087.239014
	Iteration 107Q: 3 clusters Score -1035319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1035319.062500 Penalty: 3087.239014
	Iteration 108Q: 3 clusters Score -1035319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1035319.687500 Penalty: 3087.239014
	Iteration 109Q: 3 clusters Score -1035320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1035319.687500 Penalty: 3087.239014
	Iteration 110F: 3 clusters Score -1035320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Entering Unmasked Estep 
Score: -6899239.000000 Penalty: 1828.739136
	Iteration 0F: 2 clusters Score -6899239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -6847621.500000 Penalty: 3657.478271
	Iteration 0F: 3 clusters Score -6847622 nChanged 36792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6868903.000000 Penalty: 3657.478271
	Iteration 1F: 3 clusters Score -6868903 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -6869813.000000 Penalty: 3657.478271
	Iteration 2Q: 3 clusters Score -6869813 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6871034.000000 Penalty: 3657.478271
	Iteration 3Q: 3 clusters Score -6871034 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -6872703.000000 Penalty: 3657.478271
	Iteration 4Q: 3 clusters Score -6872703 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6874821.500000 Penalty: 3657.478271
	Iteration 5F: 3 clusters Score -6874822 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6877541.000000 Penalty: 3657.478271
	Iteration 6F: 3 clusters Score -6877541 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -6880663.500000 Penalty: 3657.478271
	Iteration 7F: 3 clusters Score -6880664 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -6883826.500000 Penalty: 3657.478271
	Iteration 8F: 3 clusters Score -6883826 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -6886784.500000 Penalty: 3657.478271
	Iteration 9F: 3 clusters Score -6886784 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -6889142.500000 Penalty: 3657.478271
	Iteration 10Q: 3 clusters Score -6889142 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -6891055.500000 Penalty: 3657.478271
	Iteration 11Q: 3 clusters Score -6891056 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -6892599.000000 Penalty: 3657.478271
	Iteration 12Q: 3 clusters Score -6892599 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -6894028.000000 Penalty: 3657.478271
	Iteration 13Q: 3 clusters Score -6894028 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -6895288.000000 Penalty: 3657.478271
	Iteration 14Q: 3 clusters Score -6895288 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -6896318.000000 Penalty: 3657.478271
	Iteration 15Q: 3 clusters Score -6896318 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -6897035.500000 Penalty: 3657.478271
	Iteration 16Q: 3 clusters Score -6897036 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -6897459.000000 Penalty: 3657.478271
	Iteration 17Q: 3 clusters Score -6897459 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -6897707.500000 Penalty: 3657.478271
	Iteration 18Q: 3 clusters Score -6897708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -6897850.000000 Penalty: 3657.478271
	Iteration 19Q: 3 clusters Score -6897850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -6897935.500000 Penalty: 3657.478271
	Iteration 20F: 3 clusters Score -6897936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -6897971.000000 Penalty: 3657.478271
	Iteration 21Q: 3 clusters Score -6897971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -6897999.500000 Penalty: 3657.478271
	Iteration 22Q: 3 clusters Score -6898000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -6898020.000000 Penalty: 3657.478271
	Iteration 23Q: 3 clusters Score -6898020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -6898025.000000 Penalty: 3657.478271
	Iteration 24Q: 3 clusters Score -6898025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -6898037.500000 Penalty: 3657.478271
	Iteration 25Q: 3 clusters Score -6898038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -6898054.500000 Penalty: 3657.478271
	Iteration 26Q: 3 clusters Score -6898054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -6898060.000000 Penalty: 3657.478271
	Iteration 27Q: 3 clusters Score -6898060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -6898071.000000 Penalty: 3657.478271
	Iteration 28Q: 3 clusters Score -6898071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -6898086.500000 Penalty: 3657.478271
	Iteration 29Q: 3 clusters Score -6898086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -6898088.000000 Penalty: 3657.478271
	Iteration 30Q: 3 clusters Score -6898088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -6898099.000000 Penalty: 3657.478271
	Iteration 31Q: 3 clusters Score -6898099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -6898098.000000 Penalty: 3657.478271
	Iteration 32Q: 3 clusters Score -6898098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -6898099.500000 Penalty: 3657.478271
	Iteration 33Q: 3 clusters Score -6898100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -6898101.500000 Penalty: 3657.478271
	Iteration 34Q: 3 clusters Score -6898102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -6898101.500000 Penalty: 3657.478271
	Iteration 35Q: 3 clusters Score -6898102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -6898102.500000 Penalty: 3657.478271
	Iteration 36Q: 3 clusters Score -6898102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -6898104.500000 Penalty: 3657.478271
	Iteration 37Q: 3 clusters Score -6898104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -6898106.000000 Penalty: 3657.478271
	Iteration 38Q: 3 clusters Score -6898106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -6898109.500000 Penalty: 3657.478271
	Iteration 39Q: 3 clusters Score -6898110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -6898108.000000 Penalty: 3657.478271
	Iteration 40F: 3 clusters Score -6898108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -6898113.500000 Penalty: 3657.478271
	Iteration 41Q: 3 clusters Score -6898114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -6898112.000000 Penalty: 3657.478271
	Iteration 42Q: 3 clusters Score -6898112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -6898112.000000 Penalty: 3657.478271
	Iteration 43F: 3 clusters Score -6898112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -354749.531250 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -354749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -351212.531250 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -351212.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -352199.000000 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -352199 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -352443.437500 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -352443.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -352710.156250 Penalty: 2716.870850
	Iteration 3F: 3 clusters Score -352710.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -353035.531250 Penalty: 2716.870850
	Iteration 4F: 3 clusters Score -353035.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -353311.718750 Penalty: 2716.870850
	Iteration 5F: 3 clusters Score -353311.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -353540.750000 Penalty: 2716.870850
	Iteration 6F: 3 clusters Score -353540.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -353664.187500 Penalty: 2716.870850
	Iteration 7Q: 3 clusters Score -353664.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -353722.375000 Penalty: 2716.870850
	Iteration 8Q: 3 clusters Score -353722.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -353762.625000 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -353762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -353777.968750 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -353778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -353793.781250 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -353793.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -353806.750000 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -353806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -353816.593750 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -353816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -353831.375000 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -353831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -353841.218750 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -353841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -353846.875000 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -353846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -353849.312500 Penalty: 2716.870850
	Iteration 17Q: 3 clusters Score -353849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -353851.968750 Penalty: 2716.870850
	Iteration 18Q: 3 clusters Score -353852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -353853.875000 Penalty: 2716.870850
	Iteration 19Q: 3 clusters Score -353853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -353855.375000 Penalty: 2716.870850
	Iteration 20F: 3 clusters Score -353855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -353857.250000 Penalty: 2716.870850
	Iteration 21Q: 3 clusters Score -353857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -353860.031250 Penalty: 2716.870850
	Iteration 22Q: 3 clusters Score -353860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -353861.281250 Penalty: 2716.870850
	Iteration 23Q: 3 clusters Score -353861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -353863.187500 Penalty: 2716.870850
	Iteration 24Q: 3 clusters Score -353863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -353865.531250 Penalty: 2716.870850
	Iteration 25Q: 3 clusters Score -353865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -353867.906250 Penalty: 2716.870850
	Iteration 26Q: 3 clusters Score -353867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -353872.156250 Penalty: 2716.870850
	Iteration 27Q: 3 clusters Score -353872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -353878.218750 Penalty: 2716.870850
	Iteration 28Q: 3 clusters Score -353878.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -353884.718750 Penalty: 2716.870850
	Iteration 29Q: 3 clusters Score -353884.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -353889.656250 Penalty: 2716.870850
	Iteration 30Q: 3 clusters Score -353889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -353893.750000 Penalty: 2716.870850
	Iteration 31Q: 3 clusters Score -353893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -353897.562500 Penalty: 2716.870850
	Iteration 32Q: 3 clusters Score -353897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -353903.406250 Penalty: 2716.870850
	Iteration 33Q: 3 clusters Score -353903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -353908.125000 Penalty: 2716.870850
	Iteration 34Q: 3 clusters Score -353908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -353916.875000 Penalty: 2716.870850
	Iteration 35Q: 3 clusters Score -353916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -353923.031250 Penalty: 2716.870850
	Iteration 36Q: 3 clusters Score -353923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -353928.812500 Penalty: 2716.870850
	Iteration 37Q: 3 clusters Score -353928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -353937.500000 Penalty: 2716.870850
	Iteration 38Q: 3 clusters Score -353937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -353948.843750 Penalty: 2716.870850
	Iteration 39Q: 3 clusters Score -353948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -353969.031250 Penalty: 2716.870850
	Iteration 40F: 3 clusters Score -353969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -353979.062500 Penalty: 2716.870850
	Iteration 41Q: 3 clusters Score -353979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -353986.250000 Penalty: 2716.870850
	Iteration 42Q: 3 clusters Score -353986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -353989.218750 Penalty: 2716.870850
	Iteration 43Q: 3 clusters Score -353989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -353991.500000 Penalty: 2716.870850
	Iteration 44Q: 3 clusters Score -353991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -353994.406250 Penalty: 2716.870850
	Iteration 45Q: 3 clusters Score -353994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -353997.281250 Penalty: 2716.870850
	Iteration 46Q: 3 clusters Score -353997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -353997.625000 Penalty: 2716.870850
	Iteration 47Q: 3 clusters Score -353997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -353997.843750 Penalty: 2716.870850
	Iteration 48Q: 3 clusters Score -353997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -353997.843750 Penalty: 2716.870850
	Iteration 49F: 3 clusters Score -353997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -859805.625000 Penalty: 1501.309937
	Iteration 0F: 2 clusters Score -859805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -852444.500000 Penalty: 3002.619873
	Iteration 0F: 3 clusters Score -852444.5 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -855057.312500 Penalty: 3002.619873
	Iteration 1F: 3 clusters Score -855057.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -855494.187500 Penalty: 3002.619873
	Iteration 2F: 3 clusters Score -855494.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -855928.500000 Penalty: 3002.619873
	Iteration 3F: 3 clusters Score -855928.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -856363.437500 Penalty: 3002.619873
	Iteration 4F: 3 clusters Score -856363.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -856750.000000 Penalty: 3002.619873
	Iteration 5F: 3 clusters Score -856750 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -857128.875000 Penalty: 3002.619873
	Iteration 6F: 3 clusters Score -857128.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -857459.687500 Penalty: 3002.619873
	Iteration 7Q: 3 clusters Score -857459.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -857714.875000 Penalty: 3002.619873
	Iteration 8Q: 3 clusters Score -857714.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -857934.187500 Penalty: 3002.619873
	Iteration 9Q: 3 clusters Score -857934.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -858126.562500 Penalty: 3002.619873
	Iteration 10Q: 3 clusters Score -858126.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -858270.937500 Penalty: 3002.619873
	Iteration 11Q: 3 clusters Score -858270.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -858358.875000 Penalty: 3002.619873
	Iteration 12Q: 3 clusters Score -858358.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -858431.875000 Penalty: 3002.619873
	Iteration 13Q: 3 clusters Score -858431.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -858485.875000 Penalty: 3002.619873
	Iteration 14Q: 3 clusters Score -858485.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -858530.062500 Penalty: 3002.619873
	Iteration 15Q: 3 clusters Score -858530.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -858568.875000 Penalty: 3002.619873
	Iteration 16Q: 3 clusters Score -858568.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -858604.500000 Penalty: 3002.619873
	Iteration 17Q: 3 clusters Score -858604.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -858631.062500 Penalty: 3002.619873
	Iteration 18Q: 3 clusters Score -858631.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -858653.375000 Penalty: 3002.619873
	Iteration 19Q: 3 clusters Score -858653.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -858675.250000 Penalty: 3002.619873
	Iteration 20F: 3 clusters Score -858675.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -858697.937500 Penalty: 3002.619873
	Iteration 21Q: 3 clusters Score -858697.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -858710.750000 Penalty: 3002.619873
	Iteration 22Q: 3 clusters Score -858710.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -858724.687500 Penalty: 3002.619873
	Iteration 23Q: 3 clusters Score -858724.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -858737.375000 Penalty: 3002.619873
	Iteration 24Q: 3 clusters Score -858737.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -858745.125000 Penalty: 3002.619873
	Iteration 25Q: 3 clusters Score -858745.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -858750.125000 Penalty: 3002.619873
	Iteration 26Q: 3 clusters Score -858750.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -858755.062500 Penalty: 3002.619873
	Iteration 27Q: 3 clusters Score -858755.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -858761.062500 Penalty: 3002.619873
	Iteration 28Q: 3 clusters Score -858761.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -858766.875000 Penalty: 3002.619873
	Iteration 29Q: 3 clusters Score -858766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -858771.875000 Penalty: 3002.619873
	Iteration 30Q: 3 clusters Score -858771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -858778.125000 Penalty: 3002.619873
	Iteration 31Q: 3 clusters Score -858778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -858784.875000 Penalty: 3002.619873
	Iteration 32Q: 3 clusters Score -858784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -858788.875000 Penalty: 3002.619873
	Iteration 33Q: 3 clusters Score -858788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -858791.437500 Penalty: 3002.619873
	Iteration 34Q: 3 clusters Score -858791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -858791.750000 Penalty: 3002.619873
	Iteration 35Q: 3 clusters Score -858791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -858791.250000 Penalty: 3002.619873
	Iteration 36Q: 3 clusters Score -858791.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -858791.250000 Penalty: 3002.619873
	Iteration 37F: 3 clusters Score -858791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -128837.906250 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -128837.9 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 944 members 
Entering Unmasked Estep 
Score: -126858.343750 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -126858.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127430.726562 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -127430.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -127795.718750 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -127795.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -128041.968750 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -128042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -128207.812500 Penalty: 2448.102783
	Iteration 4F: 3 clusters Score -128207.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -128280.031250 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -128280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -128314.953125 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -128315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -128338.570312 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -128338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -128364.679688 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -128364.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128391.835938 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -128391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -128415.125000 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -128415.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -128432.390625 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -128432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128446.320312 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -128446.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -128459.710938 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -128459.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128466.460938 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -128466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128471.148438 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -128471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128476.406250 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -128476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -128482.437500 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -128482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -128488.578125 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -128488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128494.015625 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -128494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128501.437500 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -128501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128505.375000 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -128505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -128509.234375 Penalty: 2448.102783
	Iteration 22Q: 3 clusters Score -128509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -128511.390625 Penalty: 2448.102783
	Iteration 23Q: 3 clusters Score -128511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128513.820312 Penalty: 2448.102783
	Iteration 24Q: 3 clusters Score -128513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128515.187500 Penalty: 2448.102783
	Iteration 25Q: 3 clusters Score -128515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128523.601562 Penalty: 2448.102783
	Iteration 26Q: 3 clusters Score -128523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128530.906250 Penalty: 2448.102783
	Iteration 27Q: 3 clusters Score -128530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -128538.250000 Penalty: 2448.102783
	Iteration 28Q: 3 clusters Score -128538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128543.796875 Penalty: 2448.102783
	Iteration 29Q: 3 clusters Score -128543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128548.304688 Penalty: 2448.102783
	Iteration 30Q: 3 clusters Score -128548.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128549.523438 Penalty: 2448.102783
	Iteration 31Q: 3 clusters Score -128549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -128552.703125 Penalty: 2448.102783
	Iteration 32Q: 3 clusters Score -128552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128557.945312 Penalty: 2448.102783
	Iteration 33Q: 3 clusters Score -128557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128565.179688 Penalty: 2448.102783
	Iteration 34Q: 3 clusters Score -128565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128568.585938 Penalty: 2448.102783
	Iteration 35Q: 3 clusters Score -128568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128569.875000 Penalty: 2448.102783
	Iteration 36Q: 3 clusters Score -128569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128571.664062 Penalty: 2448.102783
	Iteration 37Q: 3 clusters Score -128571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128572.351562 Penalty: 2448.102783
	Iteration 38Q: 3 clusters Score -128572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128573.078125 Penalty: 2448.102783
	Iteration 39Q: 3 clusters Score -128573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -128573.367188 Penalty: 2448.102783
	Iteration 40F: 3 clusters Score -128573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128573.601562 Penalty: 2448.102783
	Iteration 41Q: 3 clusters Score -128573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128573.601562 Penalty: 2448.102783
	Iteration 42F: 3 clusters Score -128573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -250342.609375 Penalty: 1305.469482
	Iteration 0F: 2 clusters Score -250342.6 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 1563 members 
Entering Unmasked Estep 
Score: -247565.953125 Penalty: 2610.938965
	Iteration 0F: 3 clusters Score -247566 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -248389.671875 Penalty: 2610.938965
	Iteration 1F: 3 clusters Score -248389.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -248777.031250 Penalty: 2610.938965
	Iteration 2F: 3 clusters Score -248777 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -249206.812500 Penalty: 2610.938965
	Iteration 3F: 3 clusters Score -249206.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -249472.359375 Penalty: 2610.938965
	Iteration 4F: 3 clusters Score -249472.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -249615.078125 Penalty: 2610.938965
	Iteration 5F: 3 clusters Score -249615.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -249718.250000 Penalty: 2610.938965
	Iteration 6Q: 3 clusters Score -249718.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -249788.937500 Penalty: 2610.938965
	Iteration 7Q: 3 clusters Score -249788.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -249825.031250 Penalty: 2610.938965
	Iteration 8Q: 3 clusters Score -249825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -249850.843750 Penalty: 2610.938965
	Iteration 9Q: 3 clusters Score -249850.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -249879.265625 Penalty: 2610.938965
	Iteration 10Q: 3 clusters Score -249879.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -249896.812500 Penalty: 2610.938965
	Iteration 11Q: 3 clusters Score -249896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -249910.812500 Penalty: 2610.938965
	Iteration 12Q: 3 clusters Score -249910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -249920.781250 Penalty: 2610.938965
	Iteration 13Q: 3 clusters Score -249920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -249928.234375 Penalty: 2610.938965
	Iteration 14Q: 3 clusters Score -249928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -249934.359375 Penalty: 2610.938965
	Iteration 15Q: 3 clusters Score -249934.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -249942.750000 Penalty: 2610.938965
	Iteration 16Q: 3 clusters Score -249942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -249948.078125 Penalty: 2610.938965
	Iteration 17Q: 3 clusters Score -249948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -249950.421875 Penalty: 2610.938965
	Iteration 18Q: 3 clusters Score -249950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -249951.140625 Penalty: 2610.938965
	Iteration 19Q: 3 clusters Score -249951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -249951.140625 Penalty: 2610.938965
	Iteration 20F: 3 clusters Score -249951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Entering Unmasked Estep 
Score: -7125560.500000 Penalty: 1836.870850
	Iteration 0F: 2 clusters Score -7125560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7071348.000000 Penalty: 3673.741699
	Iteration 0F: 3 clusters Score -7071348 nChanged 38766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7093535.000000 Penalty: 3673.741699
	Iteration 1F: 3 clusters Score -7093535 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -7094131.000000 Penalty: 3673.741699
	Iteration 2Q: 3 clusters Score -7094131 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7094979.000000 Penalty: 3673.741699
	Iteration 3Q: 3 clusters Score -7094979 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -7096383.500000 Penalty: 3673.741699
	Iteration 4Q: 3 clusters Score -7096384 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -7098805.000000 Penalty: 3673.741699
	Iteration 5F: 3 clusters Score -7098805 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -7102633.500000 Penalty: 3673.741699
	Iteration 6F: 3 clusters Score -7102634 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -7108007.500000 Penalty: 3673.741699
	Iteration 7F: 3 clusters Score -7108008 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -7113543.500000 Penalty: 3673.741699
	Iteration 8F: 3 clusters Score -7113544 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -7117898.000000 Penalty: 3673.741699
	Iteration 9F: 3 clusters Score -7117898 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7120622.500000 Penalty: 3673.741699
	Iteration 10Q: 3 clusters Score -7120622 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7122210.500000 Penalty: 3673.741699
	Iteration 11Q: 3 clusters Score -7122210 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7123125.500000 Penalty: 3673.741699
	Iteration 12Q: 3 clusters Score -7123126 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7123541.500000 Penalty: 3673.741699
	Iteration 13Q: 3 clusters Score -7123542 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7123722.500000 Penalty: 3673.741699
	Iteration 14Q: 3 clusters Score -7123722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7123836.000000 Penalty: 3673.741699
	Iteration 15Q: 3 clusters Score -7123836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7123902.500000 Penalty: 3673.741699
	Iteration 16Q: 3 clusters Score -7123902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7123948.500000 Penalty: 3673.741699
	Iteration 17Q: 3 clusters Score -7123948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7123998.500000 Penalty: 3673.741699
	Iteration 18Q: 3 clusters Score -7123998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7124042.000000 Penalty: 3673.741699
	Iteration 19Q: 3 clusters Score -7124042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7124052.500000 Penalty: 3673.741699
	Iteration 20F: 3 clusters Score -7124052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7124070.000000 Penalty: 3673.741699
	Iteration 21Q: 3 clusters Score -7124070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7124082.500000 Penalty: 3673.741699
	Iteration 22Q: 3 clusters Score -7124082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7124108.000000 Penalty: 3673.741699
	Iteration 23Q: 3 clusters Score -7124108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7124107.000000 Penalty: 3673.741699
	Iteration 24Q: 3 clusters Score -7124107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7124117.000000 Penalty: 3673.741699
	Iteration 25Q: 3 clusters Score -7124117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7124126.000000 Penalty: 3673.741699
	Iteration 26Q: 3 clusters Score -7124126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7124128.500000 Penalty: 3673.741699
	Iteration 27Q: 3 clusters Score -7124128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7124147.500000 Penalty: 3673.741699
	Iteration 28Q: 3 clusters Score -7124148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7124139.000000 Penalty: 3673.741699
	Iteration 29Q: 3 clusters Score -7124139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7124142.500000 Penalty: 3673.741699
	Iteration 30Q: 3 clusters Score -7124142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7124152.000000 Penalty: 3673.741699
	Iteration 31Q: 3 clusters Score -7124152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7124156.500000 Penalty: 3673.741699
	Iteration 32Q: 3 clusters Score -7124156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7124159.000000 Penalty: 3673.741699
	Iteration 33Q: 3 clusters Score -7124159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7124170.500000 Penalty: 3673.741699
	Iteration 34Q: 3 clusters Score -7124170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7124172.000000 Penalty: 3673.741699
	Iteration 35Q: 3 clusters Score -7124172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7124179.000000 Penalty: 3673.741699
	Iteration 36Q: 3 clusters Score -7124179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7124174.500000 Penalty: 3673.741699
	Iteration 37Q: 3 clusters Score -7124174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7124174.000000 Penalty: 3673.741699
	Iteration 38Q: 3 clusters Score -7124174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7124177.000000 Penalty: 3673.741699
	Iteration 39Q: 3 clusters Score -7124177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7124180.500000 Penalty: 3673.741699
	Iteration 40F: 3 clusters Score -7124180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7124186.500000 Penalty: 3673.741699
	Iteration 41Q: 3 clusters Score -7124186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7124185.500000 Penalty: 3673.741699
	Iteration 42Q: 3 clusters Score -7124186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7124187.000000 Penalty: 3673.741699
	Iteration 43Q: 3 clusters Score -7124187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7124187.500000 Penalty: 3673.741699
	Iteration 44Q: 3 clusters Score -7124188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7124187.500000 Penalty: 3673.741699
	Iteration 45F: 3 clusters Score -7124188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -96746.007812 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -96746.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95180.445312 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -95180.45 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -95476.703125 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -95476.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -95566.078125 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -95566.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95620.164062 Penalty: 2307.240479
	Iteration 3Q: 3 clusters Score -95620.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95662.343750 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -95662.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95698.375000 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -95698.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95717.445312 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -95717.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95735.726562 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -95735.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -95749.179688 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -95749.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -95761.890625 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -95761.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -95774.414062 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -95774.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -95779.835938 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -95779.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -95791.031250 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -95791.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95801.976562 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -95801.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95808.578125 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -95808.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -95814.679688 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -95814.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -95818.460938 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -95818.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -95821.843750 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -95821.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95824.437500 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -95824.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -95825.984375 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -95825.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95828.906250 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -95828.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -95830.046875 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -95830.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -95832.179688 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -95832.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95835.359375 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -95835.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -95838.265625 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -95838.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -95841.421875 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -95841.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95845.367188 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -95845.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95846.257812 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -95846.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95847.484375 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -95847.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95848.664062 Penalty: 2307.240479
	Iteration 29Q: 3 clusters Score -95848.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -95849.546875 Penalty: 2307.240479
	Iteration 30Q: 3 clusters Score -95849.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -95849.546875 Penalty: 2307.240479
	Iteration 31F: 3 clusters Score -95849.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Entering Unmasked Estep 
Score: -1536435.875000 Penalty: 1589.675537
	Iteration 0F: 2 clusters Score -1536436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1524194.875000 Penalty: 3179.351074
	Iteration 0F: 3 clusters Score -1524195 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1528624.625000 Penalty: 3179.351074
	Iteration 1F: 3 clusters Score -1528625 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1528962.250000 Penalty: 3179.351074
	Iteration 2F: 3 clusters Score -1528962 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1529265.375000 Penalty: 3179.351074
	Iteration 3Q: 3 clusters Score -1529265 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1529543.500000 Penalty: 3179.351074
	Iteration 4Q: 3 clusters Score -1529544 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1529813.125000 Penalty: 3179.351074
	Iteration 5Q: 3 clusters Score -1529813 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1530085.625000 Penalty: 3179.351074
	Iteration 6Q: 3 clusters Score -1530086 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1530367.250000 Penalty: 3179.351074
	Iteration 7Q: 3 clusters Score -1530367 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1530703.250000 Penalty: 3179.351074
	Iteration 8Q: 3 clusters Score -1530703 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1531168.125000 Penalty: 3179.351074
	Iteration 9Q: 3 clusters Score -1531168 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1531789.125000 Penalty: 3179.351074
	Iteration 10F: 3 clusters Score -1531789 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1532541.250000 Penalty: 3179.351074
	Iteration 11F: 3 clusters Score -1532541 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1533245.500000 Penalty: 3179.351074
	Iteration 12F: 3 clusters Score -1533246 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1533820.125000 Penalty: 3179.351074
	Iteration 13Q: 3 clusters Score -1533820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1534222.500000 Penalty: 3179.351074
	Iteration 14Q: 3 clusters Score -1534222 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1534487.750000 Penalty: 3179.351074
	Iteration 15Q: 3 clusters Score -1534488 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1534653.750000 Penalty: 3179.351074
	Iteration 16Q: 3 clusters Score -1534654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1534777.375000 Penalty: 3179.351074
	Iteration 17Q: 3 clusters Score -1534777 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1534857.875000 Penalty: 3179.351074
	Iteration 18Q: 3 clusters Score -1534858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1534914.875000 Penalty: 3179.351074
	Iteration 19Q: 3 clusters Score -1534915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1534946.000000 Penalty: 3179.351074
	Iteration 20F: 3 clusters Score -1534946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1534971.375000 Penalty: 3179.351074
	Iteration 21Q: 3 clusters Score -1534971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1534991.625000 Penalty: 3179.351074
	Iteration 22Q: 3 clusters Score -1534992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1535008.000000 Penalty: 3179.351074
	Iteration 23Q: 3 clusters Score -1535008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1535019.250000 Penalty: 3179.351074
	Iteration 24Q: 3 clusters Score -1535019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1535031.250000 Penalty: 3179.351074
	Iteration 25Q: 3 clusters Score -1535031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1535039.375000 Penalty: 3179.351074
	Iteration 26Q: 3 clusters Score -1535039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1535044.250000 Penalty: 3179.351074
	Iteration 27Q: 3 clusters Score -1535044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1535053.750000 Penalty: 3179.351074
	Iteration 28Q: 3 clusters Score -1535054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1535056.875000 Penalty: 3179.351074
	Iteration 29Q: 3 clusters Score -1535057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1535060.500000 Penalty: 3179.351074
	Iteration 30Q: 3 clusters Score -1535060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1535066.625000 Penalty: 3179.351074
	Iteration 31Q: 3 clusters Score -1535067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1535069.250000 Penalty: 3179.351074
	Iteration 32Q: 3 clusters Score -1535069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1535069.500000 Penalty: 3179.351074
	Iteration 33Q: 3 clusters Score -1535070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1535070.125000 Penalty: 3179.351074
	Iteration 34Q: 3 clusters Score -1535070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1535072.500000 Penalty: 3179.351074
	Iteration 35Q: 3 clusters Score -1535072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1535072.500000 Penalty: 3179.351074
	Iteration 36F: 3 clusters Score -1535072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (134015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134015 members 
Entering Unmasked Estep 
Score: -11859953.000000 Penalty: 1918.427368
	Iteration 0F: 2 clusters Score -1.185995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -11769829.000000 Penalty: 3836.854736
	Iteration 0F: 3 clusters Score -1.176983e+07 nChanged 64516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -11807854.000000 Penalty: 3836.854736
	Iteration 1F: 3 clusters Score -1.180785e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -11809142.000000 Penalty: 3836.854736
	Iteration 2Q: 3 clusters Score -1.180914e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -11811291.000000 Penalty: 3836.854736
	Iteration 3Q: 3 clusters Score -1.181129e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -11815528.000000 Penalty: 3836.854736
	Iteration 4F: 3 clusters Score -1.181553e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -11822915.000000 Penalty: 3836.854736
	Iteration 5F: 3 clusters Score -1.182292e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -11833917.000000 Penalty: 3836.854736
	Iteration 6F: 3 clusters Score -1.183392e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -11845237.000000 Penalty: 3836.854736
	Iteration 7F: 3 clusters Score -1.184524e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 126982 members 
Entering Unmasked Estep 
Score: -11853021.000000 Penalty: 3836.854736
	Iteration 8F: 3 clusters Score -1.185302e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -11856444.000000 Penalty: 3836.854736
	Iteration 9Q: 3 clusters Score -1.185644e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -11857685.000000 Penalty: 3836.854736
	Iteration 10Q: 3 clusters Score -1.185768e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -11858138.000000 Penalty: 3836.854736
	Iteration 11Q: 3 clusters Score -1.185814e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 132297 members 
Entering Unmasked Estep 
Score: -11858348.000000 Penalty: 3836.854736
	Iteration 12Q: 3 clusters Score -1.185835e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -11858472.000000 Penalty: 3836.854736
	Iteration 13Q: 3 clusters Score -1.185847e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -11858569.000000 Penalty: 3836.854736
	Iteration 14Q: 3 clusters Score -1.185857e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -11858614.000000 Penalty: 3836.854736
	Iteration 15Q: 3 clusters Score -1.185861e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 132621 members 
Entering Unmasked Estep 
Score: -11858652.000000 Penalty: 3836.854736
	Iteration 16Q: 3 clusters Score -1.185865e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -11858698.000000 Penalty: 3836.854736
	Iteration 17Q: 3 clusters Score -1.18587e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -11858718.000000 Penalty: 3836.854736
	Iteration 18Q: 3 clusters Score -1.185872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 132724 members 
Entering Unmasked Estep 
Score: -11858725.000000 Penalty: 3836.854736
	Iteration 19Q: 3 clusters Score -1.185872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 132752 members 
Entering Unmasked Estep 
Score: -11858744.000000 Penalty: 3836.854736
	Iteration 20F: 3 clusters Score -1.185874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 132773 members 
Entering Unmasked Estep 
Score: -11858758.000000 Penalty: 3836.854736
	Iteration 21Q: 3 clusters Score -1.185876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -11858759.000000 Penalty: 3836.854736
	Iteration 22Q: 3 clusters Score -1.185876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -11858761.000000 Penalty: 3836.854736
	Iteration 23Q: 3 clusters Score -1.185876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -11858761.000000 Penalty: 3836.854736
	Iteration 24Q: 3 clusters Score -1.185876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 132792 members 
Entering Unmasked Estep 
Score: -11858757.000000 Penalty: 3836.854736
	Iteration 25Q: 3 clusters Score -1.185876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -11858761.000000 Penalty: 3836.854736
	Iteration 26Q: 3 clusters Score -1.185876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
Score: -11858769.000000 Penalty: 3836.854736
	Iteration 27Q: 3 clusters Score -1.185877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -11858769.000000 Penalty: 3836.854736
	Iteration 28Q: 3 clusters Score -1.185877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -11858771.000000 Penalty: 3836.854736
	Iteration 29Q: 3 clusters Score -1.185877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -11858790.000000 Penalty: 3836.854736
	Iteration 30Q: 3 clusters Score -1.185879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 132833 members 
Entering Unmasked Estep 
Score: -11858793.000000 Penalty: 3836.854736
	Iteration 31Q: 3 clusters Score -1.185879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 132840 members 
Entering Unmasked Estep 
Score: -11858798.000000 Penalty: 3836.854736
	Iteration 32Q: 3 clusters Score -1.18588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -11858793.000000 Penalty: 3836.854736
	Iteration 33Q: 3 clusters Score -1.185879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 132850 members 
Entering Unmasked Estep 
Score: -11858791.000000 Penalty: 3836.854736
	Iteration 34Q: 3 clusters Score -1.185879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 132854 members 
Entering Unmasked Estep 
Score: -11858783.000000 Penalty: 3836.854736
	Iteration 35Q: 3 clusters Score -1.185878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -11858796.000000 Penalty: 3836.854736
	Iteration 36Q: 3 clusters Score -1.18588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 132861 members 
Entering Unmasked Estep 
Score: -11858787.000000 Penalty: 3836.854736
	Iteration 37Q: 3 clusters Score -1.185879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -11858791.000000 Penalty: 3836.854736
	Iteration 38Q: 3 clusters Score -1.185879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -11858800.000000 Penalty: 3836.854736
	Iteration 39Q: 3 clusters Score -1.18588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -11858805.000000 Penalty: 3836.854736
	Iteration 40F: 3 clusters Score -1.18588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -11858807.000000 Penalty: 3836.854736
	Iteration 41Q: 3 clusters Score -1.185881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -11858810.000000 Penalty: 3836.854736
	Iteration 42Q: 3 clusters Score -1.185881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -11858813.000000 Penalty: 3836.854736
	Iteration 43Q: 3 clusters Score -1.185881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -11858824.000000 Penalty: 3836.854736
	Iteration 44Q: 3 clusters Score -1.185882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -11858827.000000 Penalty: 3836.854736
	Iteration 45Q: 3 clusters Score -1.185883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -11858827.000000 Penalty: 3836.854736
	Iteration 46F: 3 clusters Score -1.185883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -281929.562500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -281929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -279034.656250 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -279034.7 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -279756.843750 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -279756.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -279905.656250 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -279905.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -279985.437500 Penalty: 2635.498291
	Iteration 3Q: 3 clusters Score -279985.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -280037.437500 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -280037.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -280070.125000 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -280070.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -280089.125000 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -280089.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280108.031250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -280108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -280124.718750 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -280124.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -280142.125000 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -280142.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -280156.625000 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -280156.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -280165.906250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -280165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280176.562500 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -280176.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -280184.750000 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -280184.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -280190.406250 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -280190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -280200.156250 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -280200.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -280210.312500 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -280210.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -280218.406250 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -280218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -280226.593750 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -280226.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -280234.375000 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -280234.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -280244.718750 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -280244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -280254.843750 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -280254.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280273.593750 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -280273.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -280297.062500 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -280297.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280327.968750 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -280328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -280362.375000 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -280362.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -280393.000000 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -280393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -280425.843750 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -280425.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -280459.250000 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -280459.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -280492.187500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -280492.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280528.875000 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -280528.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -280561.125000 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -280561.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -280583.031250 Penalty: 2635.498291
	Iteration 32Q: 3 clusters Score -280583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280599.843750 Penalty: 2635.498291
	Iteration 33Q: 3 clusters Score -280599.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -280615.125000 Penalty: 2635.498291
	Iteration 34Q: 3 clusters Score -280615.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -280625.812500 Penalty: 2635.498291
	Iteration 35Q: 3 clusters Score -280625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -280635.968750 Penalty: 2635.498291
	Iteration 36Q: 3 clusters Score -280636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -280652.500000 Penalty: 2635.498291
	Iteration 37Q: 3 clusters Score -280652.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -280665.281250 Penalty: 2635.498291
	Iteration 38Q: 3 clusters Score -280665.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -280680.625000 Penalty: 2635.498291
	Iteration 39Q: 3 clusters Score -280680.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -280695.000000 Penalty: 2635.498291
	Iteration 40F: 3 clusters Score -280695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -280703.281250 Penalty: 2635.498291
	Iteration 41Q: 3 clusters Score -280703.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -280714.156250 Penalty: 2635.498291
	Iteration 42Q: 3 clusters Score -280714.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -280726.093750 Penalty: 2635.498291
	Iteration 43Q: 3 clusters Score -280726.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -280733.562500 Penalty: 2635.498291
	Iteration 44Q: 3 clusters Score -280733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -280739.906250 Penalty: 2635.498291
	Iteration 45Q: 3 clusters Score -280739.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -280745.062500 Penalty: 2635.498291
	Iteration 46Q: 3 clusters Score -280745.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -280752.406250 Penalty: 2635.498291
	Iteration 47Q: 3 clusters Score -280752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -280761.312500 Penalty: 2635.498291
	Iteration 48Q: 3 clusters Score -280761.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -280773.375000 Penalty: 2635.498291
	Iteration 49Q: 3 clusters Score -280773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -280781.156250 Penalty: 2635.498291
	Iteration 50Q: 3 clusters Score -280781.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -280790.187500 Penalty: 2635.498291
	Iteration 51Q: 3 clusters Score -280790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -280795.843750 Penalty: 2635.498291
	Iteration 52Q: 3 clusters Score -280795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -280800.000000 Penalty: 2635.498291
	Iteration 53Q: 3 clusters Score -280800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -280803.718750 Penalty: 2635.498291
	Iteration 54Q: 3 clusters Score -280803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -280806.437500 Penalty: 2635.498291
	Iteration 55Q: 3 clusters Score -280806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -280811.156250 Penalty: 2635.498291
	Iteration 56Q: 3 clusters Score -280811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -280814.906250 Penalty: 2635.498291
	Iteration 57Q: 3 clusters Score -280814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -280818.312500 Penalty: 2635.498291
	Iteration 58Q: 3 clusters Score -280818.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -280825.093750 Penalty: 2635.498291
	Iteration 59Q: 3 clusters Score -280825.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -280833.437500 Penalty: 2635.498291
	Iteration 60F: 3 clusters Score -280833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -280837.125000 Penalty: 2635.498291
	Iteration 61Q: 3 clusters Score -280837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -280839.343750 Penalty: 2635.498291
	Iteration 62Q: 3 clusters Score -280839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -280840.250000 Penalty: 2635.498291
	Iteration 63Q: 3 clusters Score -280840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -280842.281250 Penalty: 2635.498291
	Iteration 64Q: 3 clusters Score -280842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -280842.531250 Penalty: 2635.498291
	Iteration 65Q: 3 clusters Score -280842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -280843.687500 Penalty: 2635.498291
	Iteration 66Q: 3 clusters Score -280843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -280844.812500 Penalty: 2635.498291
	Iteration 67Q: 3 clusters Score -280844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -280844.718750 Penalty: 2635.498291
	Iteration 68Q: 3 clusters Score -280844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -280844.718750 Penalty: 2635.498291
	Iteration 69F: 3 clusters Score -280844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -439721.750000 Penalty: 1389.351318
	Iteration 0F: 2 clusters Score -439721.8 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 2626 members 
Entering Unmasked Estep 
Score: -435626.562500 Penalty: 2778.702637
	Iteration 0F: 3 clusters Score -435626.6 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -436887.750000 Penalty: 2778.702637
	Iteration 1F: 3 clusters Score -436887.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -437129.375000 Penalty: 2778.702637
	Iteration 2F: 3 clusters Score -437129.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -437343.750000 Penalty: 2778.702637
	Iteration 3F: 3 clusters Score -437343.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -437512.625000 Penalty: 2778.702637
	Iteration 4F: 3 clusters Score -437512.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -437675.500000 Penalty: 2778.702637
	Iteration 5Q: 3 clusters Score -437675.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -437843.875000 Penalty: 2778.702637
	Iteration 6Q: 3 clusters Score -437843.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -438014.125000 Penalty: 2778.702637
	Iteration 7Q: 3 clusters Score -438014.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -438150.468750 Penalty: 2778.702637
	Iteration 8Q: 3 clusters Score -438150.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -438284.343750 Penalty: 2778.702637
	Iteration 9Q: 3 clusters Score -438284.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -438404.906250 Penalty: 2778.702637
	Iteration 10Q: 3 clusters Score -438404.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -438507.781250 Penalty: 2778.702637
	Iteration 11Q: 3 clusters Score -438507.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -438574.406250 Penalty: 2778.702637
	Iteration 12Q: 3 clusters Score -438574.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -438631.218750 Penalty: 2778.702637
	Iteration 13Q: 3 clusters Score -438631.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -438690.625000 Penalty: 2778.702637
	Iteration 14Q: 3 clusters Score -438690.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -438758.812500 Penalty: 2778.702637
	Iteration 15Q: 3 clusters Score -438758.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -438821.500000 Penalty: 2778.702637
	Iteration 16Q: 3 clusters Score -438821.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -438873.500000 Penalty: 2778.702637
	Iteration 17Q: 3 clusters Score -438873.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -438922.031250 Penalty: 2778.702637
	Iteration 18Q: 3 clusters Score -438922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -438964.062500 Penalty: 2778.702637
	Iteration 19Q: 3 clusters Score -438964.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -438999.000000 Penalty: 2778.702637
	Iteration 20F: 3 clusters Score -438999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -439027.375000 Penalty: 2778.702637
	Iteration 21Q: 3 clusters Score -439027.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -439053.093750 Penalty: 2778.702637
	Iteration 22Q: 3 clusters Score -439053.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -439071.625000 Penalty: 2778.702637
	Iteration 23Q: 3 clusters Score -439071.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -439081.468750 Penalty: 2778.702637
	Iteration 24Q: 3 clusters Score -439081.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -439085.281250 Penalty: 2778.702637
	Iteration 25Q: 3 clusters Score -439085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -439091.125000 Penalty: 2778.702637
	Iteration 26Q: 3 clusters Score -439091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -439095.093750 Penalty: 2778.702637
	Iteration 27Q: 3 clusters Score -439095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -439096.375000 Penalty: 2778.702637
	Iteration 28Q: 3 clusters Score -439096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -439098.031250 Penalty: 2778.702637
	Iteration 29Q: 3 clusters Score -439098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -439098.375000 Penalty: 2778.702637
	Iteration 30Q: 3 clusters Score -439098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -439102.031250 Penalty: 2778.702637
	Iteration 31Q: 3 clusters Score -439102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -439102.031250 Penalty: 2778.702637
	Iteration 32Q: 3 clusters Score -439102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -439101.250000 Penalty: 2778.702637
	Iteration 33Q: 3 clusters Score -439101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -439102.187500 Penalty: 2778.702637
	Iteration 34Q: 3 clusters Score -439102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -439102.937500 Penalty: 2778.702637
	Iteration 35Q: 3 clusters Score -439102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -439102.937500 Penalty: 2778.702637
	Iteration 36F: 3 clusters Score -439102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -903826.000000 Penalty: 1501.877686
	Iteration 0F: 2 clusters Score -903826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -896358.312500 Penalty: 3003.755371
	Iteration 0F: 3 clusters Score -896358.3 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -898820.750000 Penalty: 3003.755371
	Iteration 1F: 3 clusters Score -898820.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -899054.437500 Penalty: 3003.755371
	Iteration 2F: 3 clusters Score -899054.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -899230.437500 Penalty: 3003.755371
	Iteration 3Q: 3 clusters Score -899230.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -899375.750000 Penalty: 3003.755371
	Iteration 4Q: 3 clusters Score -899375.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -899509.437500 Penalty: 3003.755371
	Iteration 5Q: 3 clusters Score -899509.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -899635.875000 Penalty: 3003.755371
	Iteration 6Q: 3 clusters Score -899635.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -899748.062500 Penalty: 3003.755371
	Iteration 7Q: 3 clusters Score -899748.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -899856.812500 Penalty: 3003.755371
	Iteration 8Q: 3 clusters Score -899856.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -899978.312500 Penalty: 3003.755371
	Iteration 9Q: 3 clusters Score -899978.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -900128.812500 Penalty: 3003.755371
	Iteration 10Q: 3 clusters Score -900128.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -900313.875000 Penalty: 3003.755371
	Iteration 11Q: 3 clusters Score -900313.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -900543.812500 Penalty: 3003.755371
	Iteration 12Q: 3 clusters Score -900543.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -900842.750000 Penalty: 3003.755371
	Iteration 13Q: 3 clusters Score -900842.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -901177.125000 Penalty: 3003.755371
	Iteration 14Q: 3 clusters Score -901177.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -901498.875000 Penalty: 3003.755371
	Iteration 15Q: 3 clusters Score -901498.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -901764.937500 Penalty: 3003.755371
	Iteration 16Q: 3 clusters Score -901764.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -901958.375000 Penalty: 3003.755371
	Iteration 17Q: 3 clusters Score -901958.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -902083.375000 Penalty: 3003.755371
	Iteration 18Q: 3 clusters Score -902083.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -902189.250000 Penalty: 3003.755371
	Iteration 19Q: 3 clusters Score -902189.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -902264.000000 Penalty: 3003.755371
	Iteration 20F: 3 clusters Score -902264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -902325.937500 Penalty: 3003.755371
	Iteration 21Q: 3 clusters Score -902325.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -902370.062500 Penalty: 3003.755371
	Iteration 22Q: 3 clusters Score -902370.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -902399.875000 Penalty: 3003.755371
	Iteration 23Q: 3 clusters Score -902399.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -902429.062500 Penalty: 3003.755371
	Iteration 24Q: 3 clusters Score -902429.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -902454.562500 Penalty: 3003.755371
	Iteration 25Q: 3 clusters Score -902454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -902469.000000 Penalty: 3003.755371
	Iteration 26Q: 3 clusters Score -902469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -902478.875000 Penalty: 3003.755371
	Iteration 27Q: 3 clusters Score -902478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -902486.687500 Penalty: 3003.755371
	Iteration 28Q: 3 clusters Score -902486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902492.250000 Penalty: 3003.755371
	Iteration 29Q: 3 clusters Score -902492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -902495.687500 Penalty: 3003.755371
	Iteration 30Q: 3 clusters Score -902495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -902495.812500 Penalty: 3003.755371
	Iteration 31Q: 3 clusters Score -902495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -902499.250000 Penalty: 3003.755371
	Iteration 32Q: 3 clusters Score -902499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -902502.500000 Penalty: 3003.755371
	Iteration 33Q: 3 clusters Score -902502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -902505.937500 Penalty: 3003.755371
	Iteration 34Q: 3 clusters Score -902505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -902507.187500 Penalty: 3003.755371
	Iteration 35Q: 3 clusters Score -902507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -902511.562500 Penalty: 3003.755371
	Iteration 36Q: 3 clusters Score -902511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -902513.250000 Penalty: 3003.755371
	Iteration 37Q: 3 clusters Score -902513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -902516.187500 Penalty: 3003.755371
	Iteration 38Q: 3 clusters Score -902516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -902516.187500 Penalty: 3003.755371
	Iteration 39F: 3 clusters Score -902516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Entering Unmasked Estep 
Score: -4112407.000000 Penalty: 1748.235229
	Iteration 0F: 2 clusters Score -4112407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -4080926.250000 Penalty: 3496.470459
	Iteration 0F: 3 clusters Score -4080926 nChanged 21965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4093532.250000 Penalty: 3496.470459
	Iteration 1F: 3 clusters Score -4093532 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4094173.750000 Penalty: 3496.470459
	Iteration 2Q: 3 clusters Score -4094174 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4095117.750000 Penalty: 3496.470459
	Iteration 3Q: 3 clusters Score -4095118 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4096521.500000 Penalty: 3496.470459
	Iteration 4F: 3 clusters Score -4096522 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4098274.750000 Penalty: 3496.470459
	Iteration 5F: 3 clusters Score -4098275 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4100411.500000 Penalty: 3496.470459
	Iteration 6F: 3 clusters Score -4100412 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4102951.000000 Penalty: 3496.470459
	Iteration 7F: 3 clusters Score -4102951 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4105379.000000 Penalty: 3496.470459
	Iteration 8F: 3 clusters Score -4105379 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4107203.250000 Penalty: 3496.470459
	Iteration 9Q: 3 clusters Score -4107203 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4108329.000000 Penalty: 3496.470459
	Iteration 10Q: 3 clusters Score -4108329 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4109076.250000 Penalty: 3496.470459
	Iteration 11Q: 3 clusters Score -4109076 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4109647.750000 Penalty: 3496.470459
	Iteration 12Q: 3 clusters Score -4109648 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4110107.500000 Penalty: 3496.470459
	Iteration 13Q: 3 clusters Score -4110108 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4110501.250000 Penalty: 3496.470459
	Iteration 14Q: 3 clusters Score -4110501 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4110855.750000 Penalty: 3496.470459
	Iteration 15Q: 3 clusters Score -4110856 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4111184.500000 Penalty: 3496.470459
	Iteration 16Q: 3 clusters Score -4111184 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4111467.000000 Penalty: 3496.470459
	Iteration 17Q: 3 clusters Score -4111467 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4111688.000000 Penalty: 3496.470459
	Iteration 18Q: 3 clusters Score -4111688 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4111815.000000 Penalty: 3496.470459
	Iteration 19Q: 3 clusters Score -4111815 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4111877.000000 Penalty: 3496.470459
	Iteration 20F: 3 clusters Score -4111877 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4111899.500000 Penalty: 3496.470459
	Iteration 21Q: 3 clusters Score -4111900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4111944.000000 Penalty: 3496.470459
	Iteration 22Q: 3 clusters Score -4111944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4111963.500000 Penalty: 3496.470459
	Iteration 23Q: 3 clusters Score -4111964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4111988.000000 Penalty: 3496.470459
	Iteration 24Q: 3 clusters Score -4111988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4111999.000000 Penalty: 3496.470459
	Iteration 25Q: 3 clusters Score -4111999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4112015.750000 Penalty: 3496.470459
	Iteration 26Q: 3 clusters Score -4112016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4112027.500000 Penalty: 3496.470459
	Iteration 27Q: 3 clusters Score -4112028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4112027.500000 Penalty: 3496.470459
	Iteration 28Q: 3 clusters Score -4112028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4112042.500000 Penalty: 3496.470459
	Iteration 29Q: 3 clusters Score -4112042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4112038.750000 Penalty: 3496.470459
	Iteration 30Q: 3 clusters Score -4112039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4112035.000000 Penalty: 3496.470459
	Iteration 31Q: 3 clusters Score -4112035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4112046.750000 Penalty: 3496.470459
	Iteration 32Q: 3 clusters Score -4112047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4112051.000000 Penalty: 3496.470459
	Iteration 33Q: 3 clusters Score -4112051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4112064.250000 Penalty: 3496.470459
	Iteration 34Q: 3 clusters Score -4112064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4112061.500000 Penalty: 3496.470459
	Iteration 35Q: 3 clusters Score -4112062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4112069.750000 Penalty: 3496.470459
	Iteration 36Q: 3 clusters Score -4112070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4112064.250000 Penalty: 3496.470459
	Iteration 37Q: 3 clusters Score -4112064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4112063.000000 Penalty: 3496.470459
	Iteration 38Q: 3 clusters Score -4112063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4112070.750000 Penalty: 3496.470459
	Iteration 39Q: 3 clusters Score -4112071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4112074.500000 Penalty: 3496.470459
	Iteration 40F: 3 clusters Score -4112074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4112079.500000 Penalty: 3496.470459
	Iteration 41Q: 3 clusters Score -4112080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4112079.500000 Penalty: 3496.470459
	Iteration 42Q: 3 clusters Score -4112080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4112075.250000 Penalty: 3496.470459
	Iteration 43Q: 3 clusters Score -4112075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4112078.250000 Penalty: 3496.470459
	Iteration 44Q: 3 clusters Score -4112078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4112080.000000 Penalty: 3496.470459
	Iteration 45Q: 3 clusters Score -4112080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4112079.500000 Penalty: 3496.470459
	Iteration 46Q: 3 clusters Score -4112080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4112079.000000 Penalty: 3496.470459
	Iteration 47Q: 3 clusters Score -4112079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4112077.500000 Penalty: 3496.470459
	Iteration 48Q: 3 clusters Score -4112078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4112080.750000 Penalty: 3496.470459
	Iteration 49Q: 3 clusters Score -4112081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4112083.250000 Penalty: 3496.470459
	Iteration 50Q: 3 clusters Score -4112083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4112089.750000 Penalty: 3496.470459
	Iteration 51Q: 3 clusters Score -4112090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4112084.750000 Penalty: 3496.470459
	Iteration 52Q: 3 clusters Score -4112085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4112082.500000 Penalty: 3496.470459
	Iteration 53Q: 3 clusters Score -4112082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4112083.250000 Penalty: 3496.470459
	Iteration 54Q: 3 clusters Score -4112083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4112083.000000 Penalty: 3496.470459
	Iteration 55Q: 3 clusters Score -4112083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4112081.000000 Penalty: 3496.470459
	Iteration 56Q: 3 clusters Score -4112081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4112081.500000 Penalty: 3496.470459
	Iteration 57Q: 3 clusters Score -4112082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4112081.750000 Penalty: 3496.470459
	Iteration 58Q: 3 clusters Score -4112082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4112086.000000 Penalty: 3496.470459
	Iteration 59Q: 3 clusters Score -4112086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4112087.750000 Penalty: 3496.470459
	Iteration 60F: 3 clusters Score -4112088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4112087.750000 Penalty: 3496.470459
	Iteration 61Q: 3 clusters Score -4112088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4112088.750000 Penalty: 3496.470459
	Iteration 62Q: 3 clusters Score -4112089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4112088.500000 Penalty: 3496.470459
	Iteration 63Q: 3 clusters Score -4112088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4112087.000000 Penalty: 3496.470459
	Iteration 64Q: 3 clusters Score -4112087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4112088.250000 Penalty: 3496.470459
	Iteration 65Q: 3 clusters Score -4112088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4112088.250000 Penalty: 3496.470459
	Iteration 66F: 3 clusters Score -4112088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Entering Unmasked Estep 
Score: -1844742.000000 Penalty: 1616.640503
	Iteration 0F: 2 clusters Score -1844742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1830532.125000 Penalty: 3233.281006
	Iteration 0F: 3 clusters Score -1830532 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1835882.125000 Penalty: 3233.281006
	Iteration 1F: 3 clusters Score -1835882 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1836604.000000 Penalty: 3233.281006
	Iteration 2F: 3 clusters Score -1836604 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1837330.750000 Penalty: 3233.281006
	Iteration 3F: 3 clusters Score -1837331 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1838082.125000 Penalty: 3233.281006
	Iteration 4F: 3 clusters Score -1838082 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1838773.625000 Penalty: 3233.281006
	Iteration 5F: 3 clusters Score -1838774 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1839356.875000 Penalty: 3233.281006
	Iteration 6Q: 3 clusters Score -1839357 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1839931.125000 Penalty: 3233.281006
	Iteration 7Q: 3 clusters Score -1839931 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1840438.875000 Penalty: 3233.281006
	Iteration 8Q: 3 clusters Score -1840439 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1840837.500000 Penalty: 3233.281006
	Iteration 9Q: 3 clusters Score -1840838 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1841150.000000 Penalty: 3233.281006
	Iteration 10Q: 3 clusters Score -1841150 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1841426.625000 Penalty: 3233.281006
	Iteration 11Q: 3 clusters Score -1841427 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1841677.875000 Penalty: 3233.281006
	Iteration 12Q: 3 clusters Score -1841678 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1841929.750000 Penalty: 3233.281006
	Iteration 13Q: 3 clusters Score -1841930 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1842127.125000 Penalty: 3233.281006
	Iteration 14Q: 3 clusters Score -1842127 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1842298.500000 Penalty: 3233.281006
	Iteration 15Q: 3 clusters Score -1842298 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1842484.625000 Penalty: 3233.281006
	Iteration 16Q: 3 clusters Score -1842485 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1842668.875000 Penalty: 3233.281006
	Iteration 17Q: 3 clusters Score -1842669 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1842835.125000 Penalty: 3233.281006
	Iteration 18Q: 3 clusters Score -1842835 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1842983.500000 Penalty: 3233.281006
	Iteration 19Q: 3 clusters Score -1842984 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1843097.875000 Penalty: 3233.281006
	Iteration 20F: 3 clusters Score -1843098 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1843189.625000 Penalty: 3233.281006
	Iteration 21Q: 3 clusters Score -1843190 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1843265.375000 Penalty: 3233.281006
	Iteration 22Q: 3 clusters Score -1843265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1843330.500000 Penalty: 3233.281006
	Iteration 23Q: 3 clusters Score -1843330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1843375.500000 Penalty: 3233.281006
	Iteration 24Q: 3 clusters Score -1843376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1843406.000000 Penalty: 3233.281006
	Iteration 25Q: 3 clusters Score -1843406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -1843435.125000 Penalty: 3233.281006
	Iteration 26Q: 3 clusters Score -1843435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1843459.875000 Penalty: 3233.281006
	Iteration 27Q: 3 clusters Score -1843460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1843480.125000 Penalty: 3233.281006
	Iteration 28Q: 3 clusters Score -1843480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -1843490.750000 Penalty: 3233.281006
	Iteration 29Q: 3 clusters Score -1843491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1843510.000000 Penalty: 3233.281006
	Iteration 30Q: 3 clusters Score -1843510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1843513.875000 Penalty: 3233.281006
	Iteration 31Q: 3 clusters Score -1843514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1843526.875000 Penalty: 3233.281006
	Iteration 32Q: 3 clusters Score -1843527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1843530.750000 Penalty: 3233.281006
	Iteration 33Q: 3 clusters Score -1843531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1843535.875000 Penalty: 3233.281006
	Iteration 34Q: 3 clusters Score -1843536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -1843539.625000 Penalty: 3233.281006
	Iteration 35Q: 3 clusters Score -1843540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1843538.250000 Penalty: 3233.281006
	Iteration 36Q: 3 clusters Score -1843538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1843540.625000 Penalty: 3233.281006
	Iteration 37Q: 3 clusters Score -1843541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1843542.625000 Penalty: 3233.281006
	Iteration 38Q: 3 clusters Score -1843543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1843550.500000 Penalty: 3233.281006
	Iteration 39Q: 3 clusters Score -1843550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1843556.750000 Penalty: 3233.281006
	Iteration 40F: 3 clusters Score -1843557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1843561.625000 Penalty: 3233.281006
	Iteration 41Q: 3 clusters Score -1843562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1843562.750000 Penalty: 3233.281006
	Iteration 42Q: 3 clusters Score -1843563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1843563.375000 Penalty: 3233.281006
	Iteration 43Q: 3 clusters Score -1843563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1843562.875000 Penalty: 3233.281006
	Iteration 44Q: 3 clusters Score -1843563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1843565.875000 Penalty: 3233.281006
	Iteration 45Q: 3 clusters Score -1843566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1843565.875000 Penalty: 3233.281006
	Iteration 46F: 3 clusters Score -1843566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -133123.093750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -133123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131263.484375 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -131263.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -131661.562500 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -131661.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -131761.593750 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -131761.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131819.750000 Penalty: 2405.201660
	Iteration 3Q: 3 clusters Score -131819.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131870.125000 Penalty: 2405.201660
	Iteration 4Q: 3 clusters Score -131870.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -131916.203125 Penalty: 2405.201660
	Iteration 5Q: 3 clusters Score -131916.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -131945.031250 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -131945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -131968.328125 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -131968.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131981.953125 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -131982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132010.687500 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -132010.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -132038.046875 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -132038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -132059.375000 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -132059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -132078.015625 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -132078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132094.078125 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -132094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132110.484375 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -132110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132119.812500 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -132119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -132129.921875 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -132129.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132138.937500 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -132138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132146.390625 Penalty: 2405.201660
	Iteration 18Q: 3 clusters Score -132146.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132153.281250 Penalty: 2405.201660
	Iteration 19Q: 3 clusters Score -132153.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132162.093750 Penalty: 2405.201660
	Iteration 20F: 3 clusters Score -132162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132169.312500 Penalty: 2405.201660
	Iteration 21Q: 3 clusters Score -132169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132175.046875 Penalty: 2405.201660
	Iteration 22Q: 3 clusters Score -132175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -132180.250000 Penalty: 2405.201660
	Iteration 23Q: 3 clusters Score -132180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132184.828125 Penalty: 2405.201660
	Iteration 24Q: 3 clusters Score -132184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132186.171875 Penalty: 2405.201660
	Iteration 25Q: 3 clusters Score -132186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132187.203125 Penalty: 2405.201660
	Iteration 26Q: 3 clusters Score -132187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132188.796875 Penalty: 2405.201660
	Iteration 27Q: 3 clusters Score -132188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -132192.500000 Penalty: 2405.201660
	Iteration 28Q: 3 clusters Score -132192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -132195.406250 Penalty: 2405.201660
	Iteration 29Q: 3 clusters Score -132195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -132199.562500 Penalty: 2405.201660
	Iteration 30Q: 3 clusters Score -132199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -132203.906250 Penalty: 2405.201660
	Iteration 31Q: 3 clusters Score -132203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132205.531250 Penalty: 2405.201660
	Iteration 32Q: 3 clusters Score -132205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132206.109375 Penalty: 2405.201660
	Iteration 33Q: 3 clusters Score -132206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132207.765625 Penalty: 2405.201660
	Iteration 34Q: 3 clusters Score -132207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132210.953125 Penalty: 2405.201660
	Iteration 35Q: 3 clusters Score -132211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132214.187500 Penalty: 2405.201660
	Iteration 36Q: 3 clusters Score -132214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -132216.828125 Penalty: 2405.201660
	Iteration 37Q: 3 clusters Score -132216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132220.078125 Penalty: 2405.201660
	Iteration 38Q: 3 clusters Score -132220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132222.703125 Penalty: 2405.201660
	Iteration 39Q: 3 clusters Score -132222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132225.359375 Penalty: 2405.201660
	Iteration 40F: 3 clusters Score -132225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132227.031250 Penalty: 2405.201660
	Iteration 41Q: 3 clusters Score -132227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -132230.125000 Penalty: 2405.201660
	Iteration 42Q: 3 clusters Score -132230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132231.640625 Penalty: 2405.201660
	Iteration 43Q: 3 clusters Score -132231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132231.640625 Penalty: 2405.201660
	Iteration 44F: 3 clusters Score -132231.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Entering Unmasked Estep 
Score: -1987710.125000 Penalty: 1647.817505
	Iteration 0F: 2 clusters Score -1987710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1970554.625000 Penalty: 3295.635010
	Iteration 0F: 3 clusters Score -1970555 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1976897.625000 Penalty: 3295.635010
	Iteration 1F: 3 clusters Score -1976898 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1977390.250000 Penalty: 3295.635010
	Iteration 2F: 3 clusters Score -1977390 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1977938.375000 Penalty: 3295.635010
	Iteration 3Q: 3 clusters Score -1977938 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1978562.500000 Penalty: 3295.635010
	Iteration 4F: 3 clusters Score -1978562 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1979300.500000 Penalty: 3295.635010
	Iteration 5F: 3 clusters Score -1979300 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1980129.000000 Penalty: 3295.635010
	Iteration 6F: 3 clusters Score -1980129 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1981117.000000 Penalty: 3295.635010
	Iteration 7F: 3 clusters Score -1981117 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1982285.375000 Penalty: 3295.635010
	Iteration 8F: 3 clusters Score -1982285 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1983403.125000 Penalty: 3295.635010
	Iteration 9F: 3 clusters Score -1983403 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1984315.125000 Penalty: 3295.635010
	Iteration 10Q: 3 clusters Score -1984315 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1984957.500000 Penalty: 3295.635010
	Iteration 11Q: 3 clusters Score -1984958 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1985395.000000 Penalty: 3295.635010
	Iteration 12Q: 3 clusters Score -1985395 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1985726.000000 Penalty: 3295.635010
	Iteration 13Q: 3 clusters Score -1985726 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1985961.000000 Penalty: 3295.635010
	Iteration 14Q: 3 clusters Score -1985961 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1986149.375000 Penalty: 3295.635010
	Iteration 15Q: 3 clusters Score -1986149 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1986285.000000 Penalty: 3295.635010
	Iteration 16Q: 3 clusters Score -1986285 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1986382.750000 Penalty: 3295.635010
	Iteration 17Q: 3 clusters Score -1986383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1986447.875000 Penalty: 3295.635010
	Iteration 18Q: 3 clusters Score -1986448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1986512.375000 Penalty: 3295.635010
	Iteration 19Q: 3 clusters Score -1986512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1986548.375000 Penalty: 3295.635010
	Iteration 20F: 3 clusters Score -1986548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1986571.875000 Penalty: 3295.635010
	Iteration 21Q: 3 clusters Score -1986572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1986594.250000 Penalty: 3295.635010
	Iteration 22Q: 3 clusters Score -1986594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1986611.250000 Penalty: 3295.635010
	Iteration 23Q: 3 clusters Score -1986611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1986630.125000 Penalty: 3295.635010
	Iteration 24Q: 3 clusters Score -1986630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1986639.625000 Penalty: 3295.635010
	Iteration 25Q: 3 clusters Score -1986640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1986650.000000 Penalty: 3295.635010
	Iteration 26Q: 3 clusters Score -1986650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1986657.000000 Penalty: 3295.635010
	Iteration 27Q: 3 clusters Score -1986657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1986665.750000 Penalty: 3295.635010
	Iteration 28Q: 3 clusters Score -1986666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1986668.625000 Penalty: 3295.635010
	Iteration 29Q: 3 clusters Score -1986669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1986670.125000 Penalty: 3295.635010
	Iteration 30Q: 3 clusters Score -1986670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1986673.125000 Penalty: 3295.635010
	Iteration 31Q: 3 clusters Score -1986673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1986674.375000 Penalty: 3295.635010
	Iteration 32Q: 3 clusters Score -1986674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1986674.750000 Penalty: 3295.635010
	Iteration 33Q: 3 clusters Score -1986675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1986675.750000 Penalty: 3295.635010
	Iteration 34Q: 3 clusters Score -1986676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1986680.750000 Penalty: 3295.635010
	Iteration 35Q: 3 clusters Score -1986681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1986682.000000 Penalty: 3295.635010
	Iteration 36Q: 3 clusters Score -1986682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1986685.000000 Penalty: 3295.635010
	Iteration 37Q: 3 clusters Score -1986685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1986686.250000 Penalty: 3295.635010
	Iteration 38Q: 3 clusters Score -1986686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1986682.500000 Penalty: 3295.635010
	Iteration 39Q: 3 clusters Score -1986682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1986683.375000 Penalty: 3295.635010
	Iteration 40F: 3 clusters Score -1986683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1986682.875000 Penalty: 3295.635010
	Iteration 41Q: 3 clusters Score -1986683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1986686.250000 Penalty: 3295.635010
	Iteration 42Q: 3 clusters Score -1986686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1986685.125000 Penalty: 3295.635010
	Iteration 43Q: 3 clusters Score -1986685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1986688.125000 Penalty: 3295.635010
	Iteration 44Q: 3 clusters Score -1986688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1986687.625000 Penalty: 3295.635010
	Iteration 45Q: 3 clusters Score -1986688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1986692.375000 Penalty: 3295.635010
	Iteration 46Q: 3 clusters Score -1986692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1986692.500000 Penalty: 3295.635010
	Iteration 47Q: 3 clusters Score -1986692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1986691.750000 Penalty: 3295.635010
	Iteration 48Q: 3 clusters Score -1986692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1986692.875000 Penalty: 3295.635010
	Iteration 49Q: 3 clusters Score -1986693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1986692.875000 Penalty: 3295.635010
	Iteration 50F: 3 clusters Score -1986693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -105782.000000 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -105782 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 821 members 
Entering Unmasked Estep 
Score: -104032.828125 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -104032.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104578.218750 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -104578.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104712.195312 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -104712.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -104807.906250 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -104807.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -104877.007812 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -104877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -104949.117188 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -104949.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -104992.304688 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -104992.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -105030.226562 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -105030.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -105062.632812 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -105062.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -105088.773438 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -105088.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -105106.210938 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -105106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -105119.242188 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -105119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105128.023438 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -105128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -105132.234375 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -105132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -105136.046875 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -105136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -105137.765625 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -105137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -105139.406250 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -105139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -105139.406250 Penalty: 2402.009521
	Iteration 17F: 3 clusters Score -105139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -392086.531250 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -392086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -388203.468750 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -388203.5 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -389287.312500 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -389287.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -389557.343750 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -389557.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -389838.531250 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -389838.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -390163.843750 Penalty: 2755.767090
	Iteration 4F: 3 clusters Score -390163.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -390437.500000 Penalty: 2755.767090
	Iteration 5F: 3 clusters Score -390437.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -390609.031250 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -390609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -390755.812500 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -390755.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -390874.343750 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -390874.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -391001.406250 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -391001.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -391125.093750 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -391125.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -391217.593750 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -391217.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -391306.687500 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -391306.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -391404.156250 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -391404.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -391472.218750 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -391472.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -391514.187500 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -391514.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -391551.343750 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -391551.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -391582.718750 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -391582.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -391604.218750 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -391604.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -391627.843750 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -391627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -391648.562500 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -391648.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -391668.562500 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -391668.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -391681.812500 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -391681.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -391694.343750 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -391694.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -391711.062500 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -391711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -391728.250000 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -391728.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -391747.125000 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -391747.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -391766.406250 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -391766.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -391791.843750 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -391791.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -391817.687500 Penalty: 2755.767090
	Iteration 29Q: 3 clusters Score -391817.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -391847.187500 Penalty: 2755.767090
	Iteration 30Q: 3 clusters Score -391847.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -391878.343750 Penalty: 2755.767090
	Iteration 31Q: 3 clusters Score -391878.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -391915.593750 Penalty: 2755.767090
	Iteration 32Q: 3 clusters Score -391915.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -391952.187500 Penalty: 2755.767090
	Iteration 33Q: 3 clusters Score -391952.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -391975.437500 Penalty: 2755.767090
	Iteration 34Q: 3 clusters Score -391975.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -391990.843750 Penalty: 2755.767090
	Iteration 35Q: 3 clusters Score -391990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -392000.000000 Penalty: 2755.767090
	Iteration 36Q: 3 clusters Score -392000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -392003.937500 Penalty: 2755.767090
	Iteration 37Q: 3 clusters Score -392003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -392006.968750 Penalty: 2755.767090
	Iteration 38Q: 3 clusters Score -392007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -392007.812500 Penalty: 2755.767090
	Iteration 39Q: 3 clusters Score -392007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -392009.156250 Penalty: 2755.767090
	Iteration 40F: 3 clusters Score -392009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -392010.031250 Penalty: 2755.767090
	Iteration 41Q: 3 clusters Score -392010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -392010.062500 Penalty: 2755.767090
	Iteration 42Q: 3 clusters Score -392010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -392010.812500 Penalty: 2755.767090
	Iteration 43Q: 3 clusters Score -392010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -392011.375000 Penalty: 2755.767090
	Iteration 44Q: 3 clusters Score -392011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -392011.375000 Penalty: 2755.767090
	Iteration 45F: 3 clusters Score -392011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -75740.578125 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -75740.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74338.968750 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -74338.97 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74544.898438 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -74544.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -74622.250000 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -74622.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -74676.390625 Penalty: 2227.665283
	Iteration 3F: 3 clusters Score -74676.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -74717.476562 Penalty: 2227.665283
	Iteration 4Q: 3 clusters Score -74717.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74738.859375 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -74738.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -74751.757812 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -74751.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -74757.125000 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -74757.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74767.492188 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -74767.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74771.164062 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -74771.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74774.367188 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -74774.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74780.273438 Penalty: 2227.665283
	Iteration 11Q: 3 clusters Score -74780.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74786.835938 Penalty: 2227.665283
	Iteration 12Q: 3 clusters Score -74786.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74826.484375 Penalty: 2227.665283
	Iteration 13Q: 3 clusters Score -74826.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74947.531250 Penalty: 2227.665283
	Iteration 14Q: 3 clusters Score -74947.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75070.578125 Penalty: 2227.665283
	Iteration 15Q: 3 clusters Score -75070.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75144.296875 Penalty: 2227.665283
	Iteration 16Q: 3 clusters Score -75144.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75242.664062 Penalty: 2227.665283
	Iteration 17F: 3 clusters Score -75242.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75363.054688 Penalty: 2227.665283
	Iteration 18F: 3 clusters Score -75363.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75487.750000 Penalty: 2227.665283
	Iteration 19F: 3 clusters Score -75487.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75589.593750 Penalty: 2227.665283
	Iteration 20F: 3 clusters Score -75589.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75672.398438 Penalty: 2227.665283
	Iteration 21Q: 3 clusters Score -75672.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75718.000000 Penalty: 2227.665283
	Iteration 22Q: 3 clusters Score -75718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75742.265625 Penalty: 2227.665283
	Iteration 23Q: 3 clusters Score -75742.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75755.882812 Penalty: 2227.665283
	Iteration 24Q: 3 clusters Score -75755.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75760.335938 Penalty: 2227.665283
	Iteration 25Q: 3 clusters Score -75760.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75761.312500 Penalty: 2227.665283
	Iteration 26Q: 3 clusters Score -75761.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75761.312500 Penalty: 2227.665283
	Iteration 27F: 3 clusters Score -75761.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 174441 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 30231 members 
Mstep: Class 7 contains 31976 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 77171 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 81131 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 134015 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 25347 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 98277 members 
Mstep: Class 33 contains 1820 members 
Mstep: Class 34 contains 259 members 
Entering Unmasked Estep 
Score: -76326472.000000 Penalty: 75720.648438
Splitting cluster 27 changes total score from -76327664.000000 to -76326472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Entering Unmasked Estep 
Score: -964445.000000 Penalty: 1507.279541
	Iteration 0F: 2 clusters Score -964445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -956860.750000 Penalty: 3014.559082
	Iteration 0F: 3 clusters Score -956860.8 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -959419.062500 Penalty: 3014.559082
	Iteration 1F: 3 clusters Score -959419.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -959716.937500 Penalty: 3014.559082
	Iteration 2F: 3 clusters Score -959716.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -959990.812500 Penalty: 3014.559082
	Iteration 3F: 3 clusters Score -959990.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -960289.250000 Penalty: 3014.559082
	Iteration 4F: 3 clusters Score -960289.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -960647.000000 Penalty: 3014.559082
	Iteration 5F: 3 clusters Score -960647 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -961055.187500 Penalty: 3014.559082
	Iteration 6F: 3 clusters Score -961055.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -961455.750000 Penalty: 3014.559082
	Iteration 7F: 3 clusters Score -961455.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -961863.937500 Penalty: 3014.559082
	Iteration 8F: 3 clusters Score -961863.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -962218.312500 Penalty: 3014.559082
	Iteration 9Q: 3 clusters Score -962218.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -962500.875000 Penalty: 3014.559082
	Iteration 10Q: 3 clusters Score -962500.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -962679.062500 Penalty: 3014.559082
	Iteration 11Q: 3 clusters Score -962679.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -962799.437500 Penalty: 3014.559082
	Iteration 12Q: 3 clusters Score -962799.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -962884.750000 Penalty: 3014.559082
	Iteration 13Q: 3 clusters Score -962884.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -962957.625000 Penalty: 3014.559082
	Iteration 14Q: 3 clusters Score -962957.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -963021.875000 Penalty: 3014.559082
	Iteration 15Q: 3 clusters Score -963021.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -963069.062500 Penalty: 3014.559082
	Iteration 16Q: 3 clusters Score -963069.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -963101.500000 Penalty: 3014.559082
	Iteration 17Q: 3 clusters Score -963101.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -963120.625000 Penalty: 3014.559082
	Iteration 18Q: 3 clusters Score -963120.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -963133.375000 Penalty: 3014.559082
	Iteration 19Q: 3 clusters Score -963133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -963149.187500 Penalty: 3014.559082
	Iteration 20F: 3 clusters Score -963149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -963161.750000 Penalty: 3014.559082
	Iteration 21Q: 3 clusters Score -963161.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -963171.937500 Penalty: 3014.559082
	Iteration 22Q: 3 clusters Score -963171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -963173.562500 Penalty: 3014.559082
	Iteration 23Q: 3 clusters Score -963173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -963179.437500 Penalty: 3014.559082
	Iteration 24Q: 3 clusters Score -963179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -963181.312500 Penalty: 3014.559082
	Iteration 25Q: 3 clusters Score -963181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -963183.437500 Penalty: 3014.559082
	Iteration 26Q: 3 clusters Score -963183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -963184.687500 Penalty: 3014.559082
	Iteration 27Q: 3 clusters Score -963184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -963185.687500 Penalty: 3014.559082
	Iteration 28Q: 3 clusters Score -963185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -963185.250000 Penalty: 3014.559082
	Iteration 29Q: 3 clusters Score -963185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -963185.250000 Penalty: 3014.559082
	Iteration 30F: 3 clusters Score -963185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -119886.257812 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -119886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -118090.921875 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -118090.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -118555.078125 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -118555.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118760.554688 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -118760.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118909.429688 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -118909.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119055.593750 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -119055.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119220.390625 Penalty: 2392.859619
	Iteration 5F: 3 clusters Score -119220.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -119354.367188 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -119354.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -119470.507812 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -119470.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119542.117188 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -119542.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -119574.070312 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -119574.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119612.414062 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -119612.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119633.968750 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -119634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119646.203125 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -119646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119653.390625 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -119653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119657.656250 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -119657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119662.632812 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -119662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119666.640625 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -119666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119671.281250 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -119671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119678.710938 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -119678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119686.562500 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -119686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -119687.398438 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -119687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119689.781250 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -119689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -119690.554688 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -119690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -119692.367188 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -119692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -119692.367188 Penalty: 2392.859619
	Iteration 24F: 3 clusters Score -119692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -102711.726562 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -102711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101067.460938 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -101067.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -101436.296875 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -101436.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -101569.054688 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -101569.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -101652.960938 Penalty: 2340.380615
	Iteration 3F: 3 clusters Score -101653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101726.039062 Penalty: 2340.380615
	Iteration 4Q: 3 clusters Score -101726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -101824.507812 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -101824.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101919.664062 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -101919.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -102012.218750 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -102012.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -102096.859375 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -102096.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -102170.359375 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -102170.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -102215.085938 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -102215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -102262.898438 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -102262.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -102308.992188 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -102309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -102350.843750 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -102350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -102390.554688 Penalty: 2340.380615
	Iteration 14Q: 3 clusters Score -102390.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -102417.484375 Penalty: 2340.380615
	Iteration 15Q: 3 clusters Score -102417.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -102449.375000 Penalty: 2340.380615
	Iteration 16Q: 3 clusters Score -102449.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -102482.781250 Penalty: 2340.380615
	Iteration 17Q: 3 clusters Score -102482.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -102528.867188 Penalty: 2340.380615
	Iteration 18Q: 3 clusters Score -102528.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -102557.554688 Penalty: 2340.380615
	Iteration 19Q: 3 clusters Score -102557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -102583.171875 Penalty: 2340.380615
	Iteration 20F: 3 clusters Score -102583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -102602.960938 Penalty: 2340.380615
	Iteration 21Q: 3 clusters Score -102603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102613.078125 Penalty: 2340.380615
	Iteration 22Q: 3 clusters Score -102613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -102622.085938 Penalty: 2340.380615
	Iteration 23Q: 3 clusters Score -102622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -102627.695312 Penalty: 2340.380615
	Iteration 24Q: 3 clusters Score -102627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102631.929688 Penalty: 2340.380615
	Iteration 25Q: 3 clusters Score -102631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -102634.812500 Penalty: 2340.380615
	Iteration 26Q: 3 clusters Score -102634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -102637.085938 Penalty: 2340.380615
	Iteration 27Q: 3 clusters Score -102637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102639.718750 Penalty: 2340.380615
	Iteration 28Q: 3 clusters Score -102639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -102642.796875 Penalty: 2340.380615
	Iteration 29Q: 3 clusters Score -102642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -102649.640625 Penalty: 2340.380615
	Iteration 30Q: 3 clusters Score -102649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -102655.562500 Penalty: 2340.380615
	Iteration 31Q: 3 clusters Score -102655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -102658.703125 Penalty: 2340.380615
	Iteration 32Q: 3 clusters Score -102658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -102660.593750 Penalty: 2340.380615
	Iteration 33Q: 3 clusters Score -102660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -102660.593750 Penalty: 2340.380615
	Iteration 34F: 3 clusters Score -102660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -168882.484375 Penalty: 1237.965820
	Iteration 0F: 2 clusters Score -168882.5 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 1008 members 
Entering Unmasked Estep 
Score: -166783.953125 Penalty: 2475.931641
	Iteration 0F: 3 clusters Score -166784 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -167252.625000 Penalty: 2475.931641
	Iteration 1F: 3 clusters Score -167252.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167362.218750 Penalty: 2475.931641
	Iteration 2F: 3 clusters Score -167362.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -167413.562500 Penalty: 2475.931641
	Iteration 3Q: 3 clusters Score -167413.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167453.390625 Penalty: 2475.931641
	Iteration 4Q: 3 clusters Score -167453.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167492.421875 Penalty: 2475.931641
	Iteration 5Q: 3 clusters Score -167492.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -167519.515625 Penalty: 2475.931641
	Iteration 6Q: 3 clusters Score -167519.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -167547.015625 Penalty: 2475.931641
	Iteration 7Q: 3 clusters Score -167547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -167572.859375 Penalty: 2475.931641
	Iteration 8Q: 3 clusters Score -167572.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167599.562500 Penalty: 2475.931641
	Iteration 9Q: 3 clusters Score -167599.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167627.593750 Penalty: 2475.931641
	Iteration 10Q: 3 clusters Score -167627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167656.468750 Penalty: 2475.931641
	Iteration 11Q: 3 clusters Score -167656.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167689.812500 Penalty: 2475.931641
	Iteration 12Q: 3 clusters Score -167689.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -167713.890625 Penalty: 2475.931641
	Iteration 13Q: 3 clusters Score -167713.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -167735.390625 Penalty: 2475.931641
	Iteration 14Q: 3 clusters Score -167735.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -167752.140625 Penalty: 2475.931641
	Iteration 15Q: 3 clusters Score -167752.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167771.875000 Penalty: 2475.931641
	Iteration 16Q: 3 clusters Score -167771.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167786.406250 Penalty: 2475.931641
	Iteration 17Q: 3 clusters Score -167786.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -167800.578125 Penalty: 2475.931641
	Iteration 18Q: 3 clusters Score -167800.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167817.062500 Penalty: 2475.931641
	Iteration 19Q: 3 clusters Score -167817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167837.265625 Penalty: 2475.931641
	Iteration 20F: 3 clusters Score -167837.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167864.687500 Penalty: 2475.931641
	Iteration 21Q: 3 clusters Score -167864.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -167883.609375 Penalty: 2475.931641
	Iteration 22Q: 3 clusters Score -167883.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167904.812500 Penalty: 2475.931641
	Iteration 23Q: 3 clusters Score -167904.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167934.062500 Penalty: 2475.931641
	Iteration 24Q: 3 clusters Score -167934.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167954.046875 Penalty: 2475.931641
	Iteration 25Q: 3 clusters Score -167954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -167969.437500 Penalty: 2475.931641
	Iteration 26Q: 3 clusters Score -167969.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -167981.375000 Penalty: 2475.931641
	Iteration 27Q: 3 clusters Score -167981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -167989.984375 Penalty: 2475.931641
	Iteration 28Q: 3 clusters Score -167990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -167998.281250 Penalty: 2475.931641
	Iteration 29Q: 3 clusters Score -167998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -168004.500000 Penalty: 2475.931641
	Iteration 30Q: 3 clusters Score -168004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -168008.312500 Penalty: 2475.931641
	Iteration 31Q: 3 clusters Score -168008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -168011.453125 Penalty: 2475.931641
	Iteration 32Q: 3 clusters Score -168011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -168015.203125 Penalty: 2475.931641
	Iteration 33Q: 3 clusters Score -168015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -168017.453125 Penalty: 2475.931641
	Iteration 34Q: 3 clusters Score -168017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -168019.968750 Penalty: 2475.931641
	Iteration 35Q: 3 clusters Score -168020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -168023.093750 Penalty: 2475.931641
	Iteration 36Q: 3 clusters Score -168023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -168024.484375 Penalty: 2475.931641
	Iteration 37Q: 3 clusters Score -168024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -168029.562500 Penalty: 2475.931641
	Iteration 38Q: 3 clusters Score -168029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -168034.000000 Penalty: 2475.931641
	Iteration 39Q: 3 clusters Score -168034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -168035.265625 Penalty: 2475.931641
	Iteration 40F: 3 clusters Score -168035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -168036.390625 Penalty: 2475.931641
	Iteration 41Q: 3 clusters Score -168036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -168036.390625 Penalty: 2475.931641
	Iteration 42F: 3 clusters Score -168036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (98277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Entering Unmasked Estep 
Score: -8814405.000000 Penalty: 1868.026123
	Iteration 0F: 2 clusters Score -8814405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -8748472.000000 Penalty: 3736.052246
	Iteration 0F: 3 clusters Score -8748472 nChanged 47038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8775921.000000 Penalty: 3736.052246
	Iteration 1F: 3 clusters Score -8775921 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8776813.000000 Penalty: 3736.052246
	Iteration 2Q: 3 clusters Score -8776813 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8778214.000000 Penalty: 3736.052246
	Iteration 3Q: 3 clusters Score -8778214 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8780219.000000 Penalty: 3736.052246
	Iteration 4Q: 3 clusters Score -8780219 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8783459.000000 Penalty: 3736.052246
	Iteration 5F: 3 clusters Score -8783459 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -8787881.000000 Penalty: 3736.052246
	Iteration 6F: 3 clusters Score -8787881 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8793525.000000 Penalty: 3736.052246
	Iteration 7F: 3 clusters Score -8793525 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -8799394.000000 Penalty: 3736.052246
	Iteration 8F: 3 clusters Score -8799394 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -8804425.000000 Penalty: 3736.052246
	Iteration 9F: 3 clusters Score -8804425 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -8808117.000000 Penalty: 3736.052246
	Iteration 10Q: 3 clusters Score -8808117 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -8810447.000000 Penalty: 3736.052246
	Iteration 11Q: 3 clusters Score -8810447 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8811662.000000 Penalty: 3736.052246
	Iteration 12Q: 3 clusters Score -8811662 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8812308.000000 Penalty: 3736.052246
	Iteration 13Q: 3 clusters Score -8812308 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8812598.000000 Penalty: 3736.052246
	Iteration 14Q: 3 clusters Score -8812598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8812705.000000 Penalty: 3736.052246
	Iteration 15Q: 3 clusters Score -8812705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8812808.000000 Penalty: 3736.052246
	Iteration 16Q: 3 clusters Score -8812808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8812879.000000 Penalty: 3736.052246
	Iteration 17Q: 3 clusters Score -8812879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8812949.000000 Penalty: 3736.052246
	Iteration 18Q: 3 clusters Score -8812949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8812955.000000 Penalty: 3736.052246
	Iteration 19Q: 3 clusters Score -8812955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8812989.000000 Penalty: 3736.052246
	Iteration 20F: 3 clusters Score -8812989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8813025.000000 Penalty: 3736.052246
	Iteration 21Q: 3 clusters Score -8813025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8813032.000000 Penalty: 3736.052246
	Iteration 22Q: 3 clusters Score -8813032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8813051.000000 Penalty: 3736.052246
	Iteration 23Q: 3 clusters Score -8813051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8813066.000000 Penalty: 3736.052246
	Iteration 24Q: 3 clusters Score -8813066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8813070.000000 Penalty: 3736.052246
	Iteration 25Q: 3 clusters Score -8813070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8813075.000000 Penalty: 3736.052246
	Iteration 26Q: 3 clusters Score -8813075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8813067.000000 Penalty: 3736.052246
	Iteration 27Q: 3 clusters Score -8813067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8813071.000000 Penalty: 3736.052246
	Iteration 28Q: 3 clusters Score -8813071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8813077.000000 Penalty: 3736.052246
	Iteration 29Q: 3 clusters Score -8813077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8813080.000000 Penalty: 3736.052246
	Iteration 30Q: 3 clusters Score -8813080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8813080.000000 Penalty: 3736.052246
	Iteration 31F: 3 clusters Score -8813080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -154350.781250 Penalty: 1219.821167
	Iteration 0F: 2 clusters Score -154350.8 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 905 members 
Entering Unmasked Estep 
Score: -152352.375000 Penalty: 2439.642334
	Iteration 0F: 3 clusters Score -152352.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -152768.125000 Penalty: 2439.642334
	Iteration 1F: 3 clusters Score -152768.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -152876.187500 Penalty: 2439.642334
	Iteration 2F: 3 clusters Score -152876.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -152936.515625 Penalty: 2439.642334
	Iteration 3Q: 3 clusters Score -152936.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -152969.046875 Penalty: 2439.642334
	Iteration 4Q: 3 clusters Score -152969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152991.843750 Penalty: 2439.642334
	Iteration 5Q: 3 clusters Score -152991.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -153008.890625 Penalty: 2439.642334
	Iteration 6Q: 3 clusters Score -153008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153018.625000 Penalty: 2439.642334
	Iteration 7Q: 3 clusters Score -153018.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153026.578125 Penalty: 2439.642334
	Iteration 8Q: 3 clusters Score -153026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -153031.890625 Penalty: 2439.642334
	Iteration 9Q: 3 clusters Score -153031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153035.625000 Penalty: 2439.642334
	Iteration 10Q: 3 clusters Score -153035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -153038.343750 Penalty: 2439.642334
	Iteration 11Q: 3 clusters Score -153038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153040.937500 Penalty: 2439.642334
	Iteration 12Q: 3 clusters Score -153040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153043.703125 Penalty: 2439.642334
	Iteration 13Q: 3 clusters Score -153043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153043.953125 Penalty: 2439.642334
	Iteration 14Q: 3 clusters Score -153044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153043.953125 Penalty: 2439.642334
	Iteration 15F: 3 clusters Score -153044 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -227959120.000000 Penalty: 79384.882812
23->34 Clusters: Score -227959120.000000, best is -227915984.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 38851 members 
Mstep: Class 3 contains 39382 members 
Mstep: Class 4 contains 38978 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 38638 members 
Mstep: Class 7 contains 38845 members 
Mstep: Class 8 contains 38972 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 38731 members 
Mstep: Class 12 contains 38904 members 
Mstep: Class 13 contains 39215 members 
Mstep: Class 14 contains 39068 members 
Mstep: Class 15 contains 38971 members 
Mstep: Class 16 contains 38922 members 
Mstep: Class 17 contains 38773 members 
Mstep: Class 18 contains 38885 members 
Mstep: Class 19 contains 38966 members 
Mstep: Class 20 contains 39075 members 
Mstep: Class 21 contains 38891 members 
Mstep: Class 22 contains 38694 members 
Mstep: Class 23 contains 39111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 903.205078 but Gain 2227.078125
Score: -71175224.000000 Penalty: 48995.710938
Iteration 0F: 23 clusters Score -7.117522e+07 nChanged 851997
Entering Unmasked Mstep 
Mstep: Class 0 contains 987 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 48647 members 
Mstep: Class 3 contains 37560 members 
Mstep: Class 4 contains 25816 members 
Mstep: Class 5 contains 81380 members 
Mstep: Class 6 contains 26201 members 
Mstep: Class 7 contains 23504 members 
Mstep: Class 8 contains 34648 members 
Mstep: Class 9 contains 53988 members 
Mstep: Class 10 contains 40973 members 
Mstep: Class 11 contains 23821 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 29555 members 
Mstep: Class 15 contains 55873 members 
Mstep: Class 16 contains 46449 members 
Mstep: Class 17 contains 66169 members 
Mstep: Class 18 contains 18249 members 
Mstep: Class 19 contains 28820 members 
Mstep: Class 20 contains 31631 members 
Mstep: Class 21 contains 21176 members 
Mstep: Class 22 contains 100664 members 
Mstep: Class 23 contains 40782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74162400.000000 Penalty: 48995.710938
Iteration 1F: 23 clusters Score -7.41624e+07 nChanged 376330
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 60485 members 
Mstep: Class 3 contains 43703 members 
Mstep: Class 4 contains 35007 members 
Mstep: Class 5 contains 148152 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 10894 members 
Mstep: Class 8 contains 32940 members 
Mstep: Class 9 contains 77047 members 
Mstep: Class 10 contains 35112 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 29358 members 
Mstep: Class 15 contains 37405 members 
Mstep: Class 16 contains 36465 members 
Mstep: Class 17 contains 104595 members 
Mstep: Class 18 contains 9337 members 
Mstep: Class 19 contains 13693 members 
Mstep: Class 20 contains 22874 members 
Mstep: Class 21 contains 12769 members 
Mstep: Class 22 contains 81733 members 
Mstep: Class 23 contains 37786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75018128.000000 Penalty: 48995.710938
Iteration 2F: 23 clusters Score -7.501813e+07 nChanged 250677
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 54469 members 
Mstep: Class 3 contains 63548 members 
Mstep: Class 4 contains 34785 members 
Mstep: Class 5 contains 192495 members 
Mstep: Class 6 contains 10768 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 27557 members 
Mstep: Class 9 contains 95285 members 
Mstep: Class 10 contains 27792 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 12008 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 15 contains 32536 members 
Mstep: Class 16 contains 34325 members 
Mstep: Class 17 contains 108430 members 
Mstep: Class 18 contains 4590 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 70105 members 
Mstep: Class 23 contains 35499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75399784.000000 Penalty: 48995.710938
Iteration 3F: 23 clusters Score -7.539978e+07 nChanged 182187
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 78719 members 
Mstep: Class 4 contains 30597 members 
Mstep: Class 5 contains 226891 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 21343 members 
Mstep: Class 9 contains 120428 members 
Mstep: Class 10 contains 22537 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 10316 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 15 contains 33429 members 
Mstep: Class 16 contains 34634 members 
Mstep: Class 17 contains 92275 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 9252 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 6669 members 
Mstep: Class 22 contains 59308 members 
Mstep: Class 23 contains 36963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75629904.000000 Penalty: 48995.710938
Iteration 4F: 23 clusters Score -7.56299e+07 nChanged 134327
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 31439 members 
Mstep: Class 3 contains 86349 members 
Mstep: Class 4 contains 27525 members 
Mstep: Class 5 contains 247072 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 15663 members 
Mstep: Class 9 contains 147372 members 
Mstep: Class 10 contains 19795 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 9535 members 
Mstep: Class 13 contains 12588 members 
Mstep: Class 15 contains 33261 members 
Mstep: Class 16 contains 36611 members 
Mstep: Class 17 contains 73918 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 10884 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 22 contains 48975 members 
Mstep: Class 23 contains 38992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75781824.000000 Penalty: 48995.710938
Iteration 5F: 23 clusters Score -7.578182e+07 nChanged 99751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 25584 members 
Mstep: Class 3 contains 88927 members 
Mstep: Class 4 contains 25023 members 
Mstep: Class 5 contains 256443 members 
Mstep: Class 6 contains 5156 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 10629 members 
Mstep: Class 9 contains 170826 members 
Mstep: Class 10 contains 18812 members 
Mstep: Class 11 contains 3487 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 15 contains 31802 members 
Mstep: Class 16 contains 39340 members 
Mstep: Class 17 contains 59845 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 20983 members 
Mstep: Class 21 contains 4939 members 
Mstep: Class 22 contains 41236 members 
Mstep: Class 23 contains 40430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75902240.000000 Penalty: 48995.710938
Iteration 6F: 23 clusters Score -7.590224e+07 nChanged 76349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 20875 members 
Mstep: Class 3 contains 88179 members 
Mstep: Class 4 contains 22668 members 
Mstep: Class 5 contains 260627 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 189044 members 
Mstep: Class 10 contains 18287 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 9728 members 
Mstep: Class 15 contains 31130 members 
Mstep: Class 16 contains 42432 members 
Mstep: Class 17 contains 49926 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 20443 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 37202 members 
Mstep: Class 23 contains 41783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75978528.000000 Penalty: 48995.710938
Iteration 7F: 23 clusters Score -7.597853e+07 nChanged 58734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17035 members 
Mstep: Class 3 contains 85572 members 
Mstep: Class 4 contains 20825 members 
Mstep: Class 5 contains 262392 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 4933 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 202651 members 
Mstep: Class 10 contains 17442 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 9783 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 15 contains 30984 members 
Mstep: Class 16 contains 45089 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 19203 members 
Mstep: Class 20 contains 19906 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 35508 members 
Mstep: Class 23 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76028824.000000 Penalty: 48995.710938
Iteration 8F: 23 clusters Score -7.602882e+07 nChanged 45846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 82002 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 262811 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 212284 members 
Mstep: Class 10 contains 16728 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 15 contains 31211 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 39342 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 19630 members 
Mstep: Class 21 contains 4210 members 
Mstep: Class 22 contains 34370 members 
Mstep: Class 23 contains 43106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76063864.000000 Penalty: 48995.710938
Iteration 9F: 23 clusters Score -7.606386e+07 nChanged 37035
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12251 members 
Mstep: Class 3 contains 77946 members 
Mstep: Class 4 contains 18302 members 
Mstep: Class 5 contains 262419 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 219231 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 9851 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 15 contains 31403 members 
Mstep: Class 16 contains 52483 members 
Mstep: Class 17 contains 36946 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 25139 members 
Mstep: Class 20 contains 19284 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 33481 members 
Mstep: Class 23 contains 42888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76089360.000000 Penalty: 48995.710938
Iteration 10Q: 23 clusters Score -7.608936e+07 nChanged 30860
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 74086 members 
Mstep: Class 4 contains 17412 members 
Mstep: Class 5 contains 261568 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 224183 members 
Mstep: Class 10 contains 15881 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 15 contains 31545 members 
Mstep: Class 16 contains 56597 members 
Mstep: Class 17 contains 35437 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 27390 members 
Mstep: Class 20 contains 18921 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 32821 members 
Mstep: Class 23 contains 42270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76108880.000000 Penalty: 48995.710938
Iteration 11Q: 23 clusters Score -7.610888e+07 nChanged 25786
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10824 members 
Mstep: Class 3 contains 70704 members 
Mstep: Class 4 contains 16773 members 
Mstep: Class 5 contains 260304 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 227705 members 
Mstep: Class 10 contains 15604 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 12 contains 10241 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 15 contains 31632 members 
Mstep: Class 16 contains 60397 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 29116 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 32028 members 
Mstep: Class 23 contains 41276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1968.370605 but Gain 2227.078125
Score: -76125768.000000 Penalty: 46768.632812
Iteration 12Q: 22 clusters Score -7.612577e+07 nChanged 24261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11030 members 
Mstep: Class 3 contains 68162 members 
Mstep: Class 4 contains 16287 members 
Mstep: Class 5 contains 258541 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 230301 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 10260 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 15 contains 31683 members 
Mstep: Class 16 contains 64919 members 
Mstep: Class 17 contains 34136 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 30480 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 4761 members 
Mstep: Class 22 contains 31351 members 
Mstep: Class 23 contains 40076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76141960.000000 Penalty: 46768.632812
Iteration 13Q: 22 clusters Score -7.614196e+07 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 65889 members 
Mstep: Class 4 contains 15920 members 
Mstep: Class 5 contains 256746 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 10632 members 
Mstep: Class 9 contains 232187 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 10072 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 15 contains 31723 members 
Mstep: Class 16 contains 67381 members 
Mstep: Class 17 contains 33784 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 31591 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 30443 members 
Mstep: Class 23 contains 38645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76151472.000000 Penalty: 46768.632812
Iteration 14Q: 22 clusters Score -7.615147e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11690 members 
Mstep: Class 3 contains 64280 members 
Mstep: Class 4 contains 15589 members 
Mstep: Class 5 contains 255242 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 233692 members 
Mstep: Class 10 contains 15100 members 
Mstep: Class 11 contains 3848 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 69369 members 
Mstep: Class 17 contains 33504 members 
Mstep: Class 18 contains 6712 members 
Mstep: Class 19 contains 32452 members 
Mstep: Class 20 contains 18951 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 29654 members 
Mstep: Class 23 contains 37018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76159336.000000 Penalty: 46768.632812
Iteration 15Q: 22 clusters Score -7.615934e+07 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 63002 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 254030 members 
Mstep: Class 7 contains 1286 members 
Mstep: Class 8 contains 12883 members 
Mstep: Class 9 contains 234826 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 9726 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 15 contains 31805 members 
Mstep: Class 16 contains 71191 members 
Mstep: Class 17 contains 33248 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 19 contains 33107 members 
Mstep: Class 20 contains 19012 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 29089 members 
Mstep: Class 23 contains 35279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76165584.000000 Penalty: 46768.632812
Iteration 16Q: 22 clusters Score -7.616558e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 61972 members 
Mstep: Class 4 contains 15144 members 
Mstep: Class 5 contains 253037 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 13660 members 
Mstep: Class 9 contains 235794 members 
Mstep: Class 10 contains 14980 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 3566 members 
Mstep: Class 15 contains 31827 members 
Mstep: Class 16 contains 72808 members 
Mstep: Class 17 contains 33026 members 
Mstep: Class 18 contains 6855 members 
Mstep: Class 19 contains 33555 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 28739 members 
Mstep: Class 23 contains 33477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76170768.000000 Penalty: 46768.632812
Iteration 17Q: 22 clusters Score -7.617077e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 61116 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 252263 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 236685 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 15 contains 31850 members 
Mstep: Class 16 contains 74350 members 
Mstep: Class 17 contains 32808 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 33915 members 
Mstep: Class 20 contains 18816 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 28585 members 
Mstep: Class 23 contains 31510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76175072.000000 Penalty: 46768.632812
Iteration 18Q: 22 clusters Score -7.617507e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 60406 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 251660 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 14759 members 
Mstep: Class 9 contains 237376 members 
Mstep: Class 10 contains 14922 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 15 contains 31873 members 
Mstep: Class 16 contains 75833 members 
Mstep: Class 17 contains 32583 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 34162 members 
Mstep: Class 20 contains 18637 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 28583 members 
Mstep: Class 23 contains 29613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76179536.000000 Penalty: 46768.632812
Iteration 19Q: 22 clusters Score -7.617954e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 59797 members 
Mstep: Class 4 contains 14695 members 
Mstep: Class 5 contains 251108 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 15150 members 
Mstep: Class 9 contains 237791 members 
Mstep: Class 10 contains 14902 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 3686 members 
Mstep: Class 15 contains 31891 members 
Mstep: Class 16 contains 77189 members 
Mstep: Class 17 contains 32400 members 
Mstep: Class 18 contains 6828 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 18443 members 
Mstep: Class 21 contains 5450 members 
Mstep: Class 22 contains 28590 members 
Mstep: Class 23 contains 28099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76184496.000000 Penalty: 46768.632812
Iteration 20F: 22 clusters Score -7.61845e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 59212 members 
Mstep: Class 4 contains 14501 members 
Mstep: Class 5 contains 250628 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 15520 members 
Mstep: Class 9 contains 237911 members 
Mstep: Class 10 contains 14890 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 15 contains 31904 members 
Mstep: Class 16 contains 78136 members 
Mstep: Class 17 contains 32197 members 
Mstep: Class 18 contains 6600 members 
Mstep: Class 19 contains 34393 members 
Mstep: Class 20 contains 18159 members 
Mstep: Class 21 contains 5664 members 
Mstep: Class 22 contains 28611 members 
Mstep: Class 23 contains 27133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76189008.000000 Penalty: 46768.632812
Iteration 21Q: 22 clusters Score -7.618901e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 12955 members 
Mstep: Class 3 contains 58610 members 
Mstep: Class 4 contains 14348 members 
Mstep: Class 5 contains 250225 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 15779 members 
Mstep: Class 9 contains 237922 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 15 contains 31916 members 
Mstep: Class 16 contains 78695 members 
Mstep: Class 17 contains 31976 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 34448 members 
Mstep: Class 20 contains 17799 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 28740 members 
Mstep: Class 23 contains 26720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76192376.000000 Penalty: 46768.632812
Iteration 22Q: 22 clusters Score -7.619238e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 57993 members 
Mstep: Class 4 contains 14195 members 
Mstep: Class 5 contains 249841 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 15983 members 
Mstep: Class 9 contains 237821 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 15 contains 31928 members 
Mstep: Class 16 contains 79035 members 
Mstep: Class 17 contains 31756 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 34550 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 28929 members 
Mstep: Class 23 contains 26653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76195752.000000 Penalty: 46768.632812
Iteration 23Q: 22 clusters Score -7.619575e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 57379 members 
Mstep: Class 4 contains 14086 members 
Mstep: Class 5 contains 249495 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 16149 members 
Mstep: Class 9 contains 237626 members 
Mstep: Class 10 contains 14839 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 15 contains 31946 members 
Mstep: Class 16 contains 79211 members 
Mstep: Class 17 contains 31559 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 34635 members 
Mstep: Class 20 contains 16976 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 29140 members 
Mstep: Class 23 contains 26869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76198152.000000 Penalty: 46768.632812
Iteration 24Q: 22 clusters Score -7.619815e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13364 members 
Mstep: Class 3 contains 56837 members 
Mstep: Class 4 contains 13958 members 
Mstep: Class 5 contains 249141 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 237351 members 
Mstep: Class 10 contains 14826 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 15 contains 31965 members 
Mstep: Class 16 contains 79232 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 5834 members 
Mstep: Class 19 contains 34730 members 
Mstep: Class 20 contains 16523 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 29411 members 
Mstep: Class 23 contains 27293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76200288.000000 Penalty: 46768.632812
Iteration 25Q: 22 clusters Score -7.620029e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 248802 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 236997 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 79252 members 
Mstep: Class 17 contains 31277 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 34809 members 
Mstep: Class 20 contains 16032 members 
Mstep: Class 21 contains 6747 members 
Mstep: Class 22 contains 29699 members 
Mstep: Class 23 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76202168.000000 Penalty: 46768.632812
Iteration 26Q: 22 clusters Score -7.620217e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 55929 members 
Mstep: Class 4 contains 13683 members 
Mstep: Class 5 contains 248445 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 236660 members 
Mstep: Class 10 contains 14791 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 15 contains 32017 members 
Mstep: Class 16 contains 79238 members 
Mstep: Class 17 contains 31210 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 34854 members 
Mstep: Class 20 contains 15481 members 
Mstep: Class 21 contains 6948 members 
Mstep: Class 22 contains 29989 members 
Mstep: Class 23 contains 28351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76203488.000000 Penalty: 46768.632812
Iteration 27Q: 22 clusters Score -7.620349e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 55549 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 248171 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 236240 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 8753 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 15 contains 32048 members 
Mstep: Class 16 contains 79235 members 
Mstep: Class 17 contains 31178 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 34896 members 
Mstep: Class 20 contains 14933 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 30220 members 
Mstep: Class 23 contains 28937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76205208.000000 Penalty: 46768.632812
Iteration 28Q: 22 clusters Score -7.620521e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 55293 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 247947 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 235678 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 15 contains 32073 members 
Mstep: Class 16 contains 79175 members 
Mstep: Class 17 contains 31193 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 34947 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 7310 members 
Mstep: Class 22 contains 30425 members 
Mstep: Class 23 contains 29541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76206072.000000 Penalty: 46768.632812
Iteration 29Q: 22 clusters Score -7.620607e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 55092 members 
Mstep: Class 4 contains 13356 members 
Mstep: Class 5 contains 247731 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 235106 members 
Mstep: Class 10 contains 14751 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 15 contains 32093 members 
Mstep: Class 16 contains 79110 members 
Mstep: Class 17 contains 31192 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 34986 members 
Mstep: Class 20 contains 13790 members 
Mstep: Class 21 contains 7401 members 
Mstep: Class 22 contains 30630 members 
Mstep: Class 23 contains 30212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76207904.000000 Penalty: 46768.632812
Iteration 30Q: 22 clusters Score -7.62079e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 54914 members 
Mstep: Class 4 contains 13305 members 
Mstep: Class 5 contains 247560 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 234458 members 
Mstep: Class 10 contains 14732 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 8817 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 15 contains 32109 members 
Mstep: Class 16 contains 79051 members 
Mstep: Class 17 contains 31231 members 
Mstep: Class 18 contains 4581 members 
Mstep: Class 19 contains 35016 members 
Mstep: Class 20 contains 13310 members 
Mstep: Class 21 contains 7455 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 30908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76209288.000000 Penalty: 46768.632812
Iteration 31Q: 22 clusters Score -7.620929e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 54759 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 247415 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 233696 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 15 contains 32122 members 
Mstep: Class 16 contains 79047 members 
Mstep: Class 17 contains 31296 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 35035 members 
Mstep: Class 20 contains 12921 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 30817 members 
Mstep: Class 23 contains 31607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76209816.000000 Penalty: 46768.632812
Iteration 32Q: 22 clusters Score -7.620982e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14061 members 
Mstep: Class 3 contains 54615 members 
Mstep: Class 4 contains 13220 members 
Mstep: Class 5 contains 247282 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 232913 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 15 contains 32132 members 
Mstep: Class 16 contains 79021 members 
Mstep: Class 17 contains 31382 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 35035 members 
Mstep: Class 20 contains 12629 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 30922 members 
Mstep: Class 23 contains 32308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76210152.000000 Penalty: 46768.632812
Iteration 33Q: 22 clusters Score -7.621015e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 14087 members 
Mstep: Class 3 contains 54506 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 247191 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 17016 members 
Mstep: Class 9 contains 232114 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 79005 members 
Mstep: Class 17 contains 31504 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 35034 members 
Mstep: Class 20 contains 12420 members 
Mstep: Class 21 contains 7503 members 
Mstep: Class 22 contains 31009 members 
Mstep: Class 23 contains 33022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76210672.000000 Penalty: 46768.632812
Iteration 34Q: 22 clusters Score -7.621067e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 14116 members 
Mstep: Class 3 contains 54433 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 247091 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 17047 members 
Mstep: Class 9 contains 231442 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 8380 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 15 contains 32152 members 
Mstep: Class 16 contains 78997 members 
Mstep: Class 17 contains 31624 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 35028 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 7499 members 
Mstep: Class 22 contains 31026 members 
Mstep: Class 23 contains 33658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76210824.000000 Penalty: 46768.632812
Iteration 35Q: 22 clusters Score -7.621082e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 54371 members 
Mstep: Class 4 contains 13112 members 
Mstep: Class 5 contains 247010 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 17067 members 
Mstep: Class 9 contains 230774 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 15 contains 32155 members 
Mstep: Class 16 contains 79021 members 
Mstep: Class 17 contains 31731 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 35018 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 7502 members 
Mstep: Class 22 contains 31013 members 
Mstep: Class 23 contains 34259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76211128.000000 Penalty: 46768.632812
Iteration 36Q: 22 clusters Score -7.621113e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 54320 members 
Mstep: Class 4 contains 13097 members 
Mstep: Class 5 contains 246956 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 17081 members 
Mstep: Class 9 contains 230138 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 15 contains 32160 members 
Mstep: Class 16 contains 79033 members 
Mstep: Class 17 contains 31815 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 35016 members 
Mstep: Class 20 contains 12165 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 30986 members 
Mstep: Class 23 contains 34828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76211312.000000 Penalty: 46768.632812
Iteration 37Q: 22 clusters Score -7.621131e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 54275 members 
Mstep: Class 4 contains 13077 members 
Mstep: Class 5 contains 246893 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 229500 members 
Mstep: Class 10 contains 14662 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 15 contains 32166 members 
Mstep: Class 16 contains 79045 members 
Mstep: Class 17 contains 31902 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 35005 members 
Mstep: Class 20 contains 12128 members 
Mstep: Class 21 contains 7501 members 
Mstep: Class 22 contains 30937 members 
Mstep: Class 23 contains 35378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76211624.000000 Penalty: 46768.632812
Iteration 38Q: 22 clusters Score -7.621162e+07 nChanged 1516
Entering ConstructFrom: 
Score: -76211624.000000 Penalty: 46768.632812
Entering ConstructFrom: 
Trying to split cluster 1 (19087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Entering Unmasked Estep 
Score: -1683706.250000 Penalty: 1601.723999
	Iteration 0F: 2 clusters Score -1683706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1670658.375000 Penalty: 3203.447998
	Iteration 0F: 3 clusters Score -1670658 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1675191.250000 Penalty: 3203.447998
	Iteration 1F: 3 clusters Score -1675191 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1675541.125000 Penalty: 3203.447998
	Iteration 2F: 3 clusters Score -1675541 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1675856.375000 Penalty: 3203.447998
	Iteration 3Q: 3 clusters Score -1675856 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1676199.750000 Penalty: 3203.447998
	Iteration 4Q: 3 clusters Score -1676200 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1676586.500000 Penalty: 3203.447998
	Iteration 5Q: 3 clusters Score -1676586 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1677034.250000 Penalty: 3203.447998
	Iteration 6F: 3 clusters Score -1677034 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1677604.875000 Penalty: 3203.447998
	Iteration 7F: 3 clusters Score -1677605 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1678288.875000 Penalty: 3203.447998
	Iteration 8F: 3 clusters Score -1678289 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1679080.625000 Penalty: 3203.447998
	Iteration 9F: 3 clusters Score -1679081 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1679940.875000 Penalty: 3203.447998
	Iteration 10F: 3 clusters Score -1679941 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1680765.000000 Penalty: 3203.447998
	Iteration 11Q: 3 clusters Score -1680765 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1681389.750000 Penalty: 3203.447998
	Iteration 12Q: 3 clusters Score -1681390 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1681854.375000 Penalty: 3203.447998
	Iteration 13Q: 3 clusters Score -1681854 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1682123.000000 Penalty: 3203.447998
	Iteration 14Q: 3 clusters Score -1682123 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1682254.875000 Penalty: 3203.447998
	Iteration 15Q: 3 clusters Score -1682255 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1682349.500000 Penalty: 3203.447998
	Iteration 16Q: 3 clusters Score -1682350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1682402.250000 Penalty: 3203.447998
	Iteration 17Q: 3 clusters Score -1682402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1682438.500000 Penalty: 3203.447998
	Iteration 18Q: 3 clusters Score -1682438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1682465.375000 Penalty: 3203.447998
	Iteration 19Q: 3 clusters Score -1682465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1682472.125000 Penalty: 3203.447998
	Iteration 20F: 3 clusters Score -1682472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1682478.000000 Penalty: 3203.447998
	Iteration 21Q: 3 clusters Score -1682478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1682480.125000 Penalty: 3203.447998
	Iteration 22Q: 3 clusters Score -1682480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1682483.250000 Penalty: 3203.447998
	Iteration 23Q: 3 clusters Score -1682483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1682490.625000 Penalty: 3203.447998
	Iteration 24Q: 3 clusters Score -1682491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1682495.000000 Penalty: 3203.447998
	Iteration 25Q: 3 clusters Score -1682495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1682495.625000 Penalty: 3203.447998
	Iteration 26Q: 3 clusters Score -1682496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1682497.625000 Penalty: 3203.447998
	Iteration 27Q: 3 clusters Score -1682498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1682496.500000 Penalty: 3203.447998
	Iteration 28Q: 3 clusters Score -1682496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1682497.125000 Penalty: 3203.447998
	Iteration 29Q: 3 clusters Score -1682497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1682497.125000 Penalty: 3203.447998
	Iteration 30F: 3 clusters Score -1682497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Entering Unmasked Estep 
Score: -1283791.875000 Penalty: 1554.586426
	Iteration 0F: 2 clusters Score -1283792 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 7143 members 
Entering Unmasked Estep 
Score: -1273839.500000 Penalty: 3109.172852
	Iteration 0F: 3 clusters Score -1273840 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1277398.500000 Penalty: 3109.172852
	Iteration 1F: 3 clusters Score -1277398 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1277785.250000 Penalty: 3109.172852
	Iteration 2F: 3 clusters Score -1277785 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1278156.500000 Penalty: 3109.172852
	Iteration 3F: 3 clusters Score -1278156 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1278568.125000 Penalty: 3109.172852
	Iteration 4F: 3 clusters Score -1278568 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1278994.750000 Penalty: 3109.172852
	Iteration 5F: 3 clusters Score -1278995 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1279408.250000 Penalty: 3109.172852
	Iteration 6F: 3 clusters Score -1279408 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1279859.625000 Penalty: 3109.172852
	Iteration 7Q: 3 clusters Score -1279860 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1280351.000000 Penalty: 3109.172852
	Iteration 8Q: 3 clusters Score -1280351 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1280744.625000 Penalty: 3109.172852
	Iteration 9Q: 3 clusters Score -1280745 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1281015.625000 Penalty: 3109.172852
	Iteration 10Q: 3 clusters Score -1281016 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1281192.375000 Penalty: 3109.172852
	Iteration 11Q: 3 clusters Score -1281192 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1281313.625000 Penalty: 3109.172852
	Iteration 12Q: 3 clusters Score -1281314 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1281416.875000 Penalty: 3109.172852
	Iteration 13Q: 3 clusters Score -1281417 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1281508.875000 Penalty: 3109.172852
	Iteration 14Q: 3 clusters Score -1281509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1281595.250000 Penalty: 3109.172852
	Iteration 15Q: 3 clusters Score -1281595 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1281674.250000 Penalty: 3109.172852
	Iteration 16Q: 3 clusters Score -1281674 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1281737.625000 Penalty: 3109.172852
	Iteration 17Q: 3 clusters Score -1281738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1281795.250000 Penalty: 3109.172852
	Iteration 18Q: 3 clusters Score -1281795 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1281840.625000 Penalty: 3109.172852
	Iteration 19Q: 3 clusters Score -1281841 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1281895.375000 Penalty: 3109.172852
	Iteration 20F: 3 clusters Score -1281895 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1281946.250000 Penalty: 3109.172852
	Iteration 21Q: 3 clusters Score -1281946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1281991.125000 Penalty: 3109.172852
	Iteration 22Q: 3 clusters Score -1281991 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1282034.000000 Penalty: 3109.172852
	Iteration 23Q: 3 clusters Score -1282034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1282066.875000 Penalty: 3109.172852
	Iteration 24Q: 3 clusters Score -1282067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1282097.750000 Penalty: 3109.172852
	Iteration 25Q: 3 clusters Score -1282098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1282122.250000 Penalty: 3109.172852
	Iteration 26Q: 3 clusters Score -1282122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1282144.875000 Penalty: 3109.172852
	Iteration 27Q: 3 clusters Score -1282145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1282161.000000 Penalty: 3109.172852
	Iteration 28Q: 3 clusters Score -1282161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1282181.375000 Penalty: 3109.172852
	Iteration 29Q: 3 clusters Score -1282181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1282189.875000 Penalty: 3109.172852
	Iteration 30Q: 3 clusters Score -1282190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1282191.250000 Penalty: 3109.172852
	Iteration 31Q: 3 clusters Score -1282191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1282199.750000 Penalty: 3109.172852
	Iteration 32Q: 3 clusters Score -1282200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1282209.000000 Penalty: 3109.172852
	Iteration 33Q: 3 clusters Score -1282209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1282214.625000 Penalty: 3109.172852
	Iteration 34Q: 3 clusters Score -1282215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1282219.750000 Penalty: 3109.172852
	Iteration 35Q: 3 clusters Score -1282220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1282227.375000 Penalty: 3109.172852
	Iteration 36Q: 3 clusters Score -1282227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1282230.250000 Penalty: 3109.172852
	Iteration 37Q: 3 clusters Score -1282230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1282239.125000 Penalty: 3109.172852
	Iteration 38Q: 3 clusters Score -1282239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1282247.750000 Penalty: 3109.172852
	Iteration 39Q: 3 clusters Score -1282248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1282252.750000 Penalty: 3109.172852
	Iteration 40F: 3 clusters Score -1282253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1282257.500000 Penalty: 3109.172852
	Iteration 41Q: 3 clusters Score -1282258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1282261.250000 Penalty: 3109.172852
	Iteration 42Q: 3 clusters Score -1282261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1282269.000000 Penalty: 3109.172852
	Iteration 43Q: 3 clusters Score -1282269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1282273.000000 Penalty: 3109.172852
	Iteration 44Q: 3 clusters Score -1282273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1282277.750000 Penalty: 3109.172852
	Iteration 45Q: 3 clusters Score -1282278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1282280.000000 Penalty: 3109.172852
	Iteration 46Q: 3 clusters Score -1282280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1282282.125000 Penalty: 3109.172852
	Iteration 47Q: 3 clusters Score -1282282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1282293.875000 Penalty: 3109.172852
	Iteration 48Q: 3 clusters Score -1282294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1282296.125000 Penalty: 3109.172852
	Iteration 49Q: 3 clusters Score -1282296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1282298.750000 Penalty: 3109.172852
	Iteration 50Q: 3 clusters Score -1282299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1282306.000000 Penalty: 3109.172852
	Iteration 51Q: 3 clusters Score -1282306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1282316.875000 Penalty: 3109.172852
	Iteration 52Q: 3 clusters Score -1282317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1282324.000000 Penalty: 3109.172852
	Iteration 53Q: 3 clusters Score -1282324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1282333.250000 Penalty: 3109.172852
	Iteration 54Q: 3 clusters Score -1282333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1282335.750000 Penalty: 3109.172852
	Iteration 55Q: 3 clusters Score -1282336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1282340.625000 Penalty: 3109.172852
	Iteration 56Q: 3 clusters Score -1282341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1282343.125000 Penalty: 3109.172852
	Iteration 57Q: 3 clusters Score -1282343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1282354.000000 Penalty: 3109.172852
	Iteration 58Q: 3 clusters Score -1282354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1282358.125000 Penalty: 3109.172852
	Iteration 59Q: 3 clusters Score -1282358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1282363.250000 Penalty: 3109.172852
	Iteration 60F: 3 clusters Score -1282363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1282368.125000 Penalty: 3109.172852
	Iteration 61Q: 3 clusters Score -1282368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1282372.750000 Penalty: 3109.172852
	Iteration 62Q: 3 clusters Score -1282373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1282378.000000 Penalty: 3109.172852
	Iteration 63Q: 3 clusters Score -1282378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1282384.125000 Penalty: 3109.172852
	Iteration 64Q: 3 clusters Score -1282384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1282388.000000 Penalty: 3109.172852
	Iteration 65Q: 3 clusters Score -1282388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1282386.875000 Penalty: 3109.172852
	Iteration 66Q: 3 clusters Score -1282387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1282386.375000 Penalty: 3109.172852
	Iteration 67Q: 3 clusters Score -1282386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1282388.500000 Penalty: 3109.172852
	Iteration 68Q: 3 clusters Score -1282388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1282393.375000 Penalty: 3109.172852
	Iteration 69Q: 3 clusters Score -1282393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1282397.875000 Penalty: 3109.172852
	Iteration 70Q: 3 clusters Score -1282398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1282400.750000 Penalty: 3109.172852
	Iteration 71Q: 3 clusters Score -1282401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1282405.250000 Penalty: 3109.172852
	Iteration 72Q: 3 clusters Score -1282405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1282411.875000 Penalty: 3109.172852
	Iteration 73Q: 3 clusters Score -1282412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1282417.125000 Penalty: 3109.172852
	Iteration 74Q: 3 clusters Score -1282417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1282419.125000 Penalty: 3109.172852
	Iteration 75Q: 3 clusters Score -1282419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1282421.250000 Penalty: 3109.172852
	Iteration 76Q: 3 clusters Score -1282421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1282423.000000 Penalty: 3109.172852
	Iteration 77Q: 3 clusters Score -1282423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1282423.000000 Penalty: 3109.172852
	Iteration 78Q: 3 clusters Score -1282423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1282423.750000 Penalty: 3109.172852
	Iteration 79Q: 3 clusters Score -1282424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1282423.875000 Penalty: 3109.172852
	Iteration 80F: 3 clusters Score -1282424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1282425.500000 Penalty: 3109.172852
	Iteration 81Q: 3 clusters Score -1282426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1282425.250000 Penalty: 3109.172852
	Iteration 82Q: 3 clusters Score -1282425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1282425.500000 Penalty: 3109.172852
	Iteration 83Q: 3 clusters Score -1282426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1282424.750000 Penalty: 3109.172852
	Iteration 84Q: 3 clusters Score -1282425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1282426.625000 Penalty: 3109.172852
	Iteration 85Q: 3 clusters Score -1282427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1282427.125000 Penalty: 3109.172852
	Iteration 86Q: 3 clusters Score -1282427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1282427.125000 Penalty: 3109.172852
	Iteration 87F: 3 clusters Score -1282427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Entering Unmasked Estep 
Score: -4655755.500000 Penalty: 1771.455688
	Iteration 0F: 2 clusters Score -4655756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4619632.500000 Penalty: 3542.911377
	Iteration 0F: 3 clusters Score -4619632 nChanged 25550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4634979.000000 Penalty: 3542.911377
	Iteration 1F: 3 clusters Score -4634979 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4636847.500000 Penalty: 3542.911377
	Iteration 2F: 3 clusters Score -4636848 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4640851.000000 Penalty: 3542.911377
	Iteration 3F: 3 clusters Score -4640851 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4649871.500000 Penalty: 3542.911377
	Iteration 4F: 3 clusters Score -4649872 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4663281.500000 Penalty: 3542.911377
	Iteration 5F: 3 clusters Score -4663282 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4671727.000000 Penalty: 3542.911377
	Iteration 6F: 3 clusters Score -4671727 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4675167.000000 Penalty: 3542.911377
	Iteration 7Q: 3 clusters Score -4675167 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4675688.500000 Penalty: 3542.911377
	Iteration 8Q: 3 clusters Score -4675688 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4675843.000000 Penalty: 3542.911377
	Iteration 9Q: 3 clusters Score -4675843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4675925.500000 Penalty: 3542.911377
	Iteration 10Q: 3 clusters Score -4675926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4675977.500000 Penalty: 3542.911377
	Iteration 11Q: 3 clusters Score -4675978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4676016.000000 Penalty: 3542.911377
	Iteration 12Q: 3 clusters Score -4676016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4676048.000000 Penalty: 3542.911377
	Iteration 13Q: 3 clusters Score -4676048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4676052.500000 Penalty: 3542.911377
	Iteration 14Q: 3 clusters Score -4676052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4676065.500000 Penalty: 3542.911377
	Iteration 15Q: 3 clusters Score -4676066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4676059.500000 Penalty: 3542.911377
	Iteration 16Q: 3 clusters Score -4676060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4676072.500000 Penalty: 3542.911377
	Iteration 17Q: 3 clusters Score -4676072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4676059.500000 Penalty: 3542.911377
	Iteration 18Q: 3 clusters Score -4676060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4676066.500000 Penalty: 3542.911377
	Iteration 19Q: 3 clusters Score -4676066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4676060.500000 Penalty: 3542.911377
	Iteration 20F: 3 clusters Score -4676060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4676063.500000 Penalty: 3542.911377
	Iteration 21Q: 3 clusters Score -4676064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4676065.500000 Penalty: 3542.911377
	Iteration 22Q: 3 clusters Score -4676066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4676069.000000 Penalty: 3542.911377
	Iteration 23Q: 3 clusters Score -4676069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4676066.000000 Penalty: 3542.911377
	Iteration 24Q: 3 clusters Score -4676066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4676063.500000 Penalty: 3542.911377
	Iteration 25Q: 3 clusters Score -4676064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4676060.500000 Penalty: 3542.911377
	Iteration 26Q: 3 clusters Score -4676060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4676063.500000 Penalty: 3542.911377
	Iteration 27Q: 3 clusters Score -4676064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4676068.000000 Penalty: 3542.911377
	Iteration 28Q: 3 clusters Score -4676068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4676070.500000 Penalty: 3542.911377
	Iteration 29Q: 3 clusters Score -4676070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4676063.000000 Penalty: 3542.911377
	Iteration 30Q: 3 clusters Score -4676063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4676064.000000 Penalty: 3542.911377
	Iteration 31Q: 3 clusters Score -4676064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4676066.500000 Penalty: 3542.911377
	Iteration 32Q: 3 clusters Score -4676066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4676066.500000 Penalty: 3542.911377
	Iteration 33F: 3 clusters Score -4676066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 228949 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Entering Unmasked Estep 
Score: -76230664.000000 Penalty: 48995.710938
Splitting cluster 3 changes total score from -76211624.000000 to -76230664.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -956052.250000 Penalty: 1540.000610
	Iteration 0F: 2 clusters Score -956052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -946950.187500 Penalty: 3080.001221
	Iteration 0F: 3 clusters Score -946950.2 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -951710.812500 Penalty: 3080.001221
	Iteration 1F: 3 clusters Score -951710.8 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -953892.500000 Penalty: 3080.001221
	Iteration 2F: 3 clusters Score -953892.5 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -956281.937500 Penalty: 3080.001221
	Iteration 3F: 3 clusters Score -956281.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -958527.625000 Penalty: 3080.001221
	Iteration 4F: 3 clusters Score -958527.6 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -960542.437500 Penalty: 3080.001221
	Iteration 5F: 3 clusters Score -960542.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -962295.187500 Penalty: 3080.001221
	Iteration 6F: 3 clusters Score -962295.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -963703.437500 Penalty: 3080.001221
	Iteration 7F: 3 clusters Score -963703.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -964119.687500 Penalty: 3080.001221
	Iteration 8Q: 3 clusters Score -964119.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -964211.687500 Penalty: 3080.001221
	Iteration 9Q: 3 clusters Score -964211.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -964268.750000 Penalty: 3080.001221
	Iteration 10Q: 3 clusters Score -964268.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -964296.687500 Penalty: 3080.001221
	Iteration 11Q: 3 clusters Score -964296.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -964306.312500 Penalty: 3080.001221
	Iteration 12Q: 3 clusters Score -964306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -964310.312500 Penalty: 3080.001221
	Iteration 13Q: 3 clusters Score -964310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -964314.500000 Penalty: 3080.001221
	Iteration 14Q: 3 clusters Score -964314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -964317.625000 Penalty: 3080.001221
	Iteration 15Q: 3 clusters Score -964317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -964318.250000 Penalty: 3080.001221
	Iteration 16Q: 3 clusters Score -964318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -964317.187500 Penalty: 3080.001221
	Iteration 17Q: 3 clusters Score -964317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -964317.625000 Penalty: 3080.001221
	Iteration 18Q: 3 clusters Score -964317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -964318.312500 Penalty: 3080.001221
	Iteration 19Q: 3 clusters Score -964318.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -964318.312500 Penalty: 3080.001221
	Iteration 20F: 3 clusters Score -964318.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 228949 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Entering Unmasked Estep 
Score: -76238024.000000 Penalty: 51222.789062
Splitting cluster 4 changes total score from -76211624.000000 to -76238024.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (246837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246837 members 
Entering Unmasked Estep 
Score: -22247774.000000 Penalty: 2017.678589
	Iteration 0F: 2 clusters Score -2.224777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -22082444.000000 Penalty: 4035.357178
	Iteration 0F: 3 clusters Score -2.208244e+07 nChanged 120006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 126153 members 
Entering Unmasked Estep 
Score: -22154310.000000 Penalty: 4035.357178
	Iteration 1F: 3 clusters Score -2.215431e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -22155336.000000 Penalty: 4035.357178
	Iteration 2Q: 3 clusters Score -2.215534e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -22156786.000000 Penalty: 4035.357178
	Iteration 3Q: 3 clusters Score -2.215679e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -22159108.000000 Penalty: 4035.357178
	Iteration 4Q: 3 clusters Score -2.215911e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -22162838.000000 Penalty: 4035.357178
	Iteration 5Q: 3 clusters Score -2.216284e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 144907 members 
Entering Unmasked Estep 
Score: -22168952.000000 Penalty: 4035.357178
	Iteration 6Q: 3 clusters Score -2.216895e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 153719 members 
Entering Unmasked Estep 
Score: -22177720.000000 Penalty: 4035.357178
	Iteration 7F: 3 clusters Score -2.217772e+07 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -22188480.000000 Penalty: 4035.357178
	Iteration 8F: 3 clusters Score -2.218848e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -22199800.000000 Penalty: 4035.357178
	Iteration 9F: 3 clusters Score -2.21998e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -22210076.000000 Penalty: 4035.357178
	Iteration 10F: 3 clusters Score -2.221008e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 192274 members 
Entering Unmasked Estep 
Score: -22218242.000000 Penalty: 4035.357178
	Iteration 11Q: 3 clusters Score -2.221824e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 198969 members 
Entering Unmasked Estep 
Score: -22224004.000000 Penalty: 4035.357178
	Iteration 12Q: 3 clusters Score -2.2224e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 204500 members 
Entering Unmasked Estep 
Score: -22228024.000000 Penalty: 4035.357178
	Iteration 13Q: 3 clusters Score -2.222802e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 209417 members 
Entering Unmasked Estep 
Score: -22230814.000000 Penalty: 4035.357178
	Iteration 14Q: 3 clusters Score -2.223081e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 214130 members 
Entering Unmasked Estep 
Score: -22233170.000000 Penalty: 4035.357178
	Iteration 15Q: 3 clusters Score -2.223317e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 218572 members 
Entering Unmasked Estep 
Score: -22235134.000000 Penalty: 4035.357178
	Iteration 16Q: 3 clusters Score -2.223513e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 222759 members 
Entering Unmasked Estep 
Score: -22237136.000000 Penalty: 4035.357178
	Iteration 17Q: 3 clusters Score -2.223714e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 226699 members 
Entering Unmasked Estep 
Score: -22238908.000000 Penalty: 4035.357178
	Iteration 18Q: 3 clusters Score -2.223891e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 230323 members 
Entering Unmasked Estep 
Score: -22240642.000000 Penalty: 4035.357178
	Iteration 19Q: 3 clusters Score -2.224064e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 233521 members 
Entering Unmasked Estep 
Score: -22242052.000000 Penalty: 4035.357178
	Iteration 20F: 3 clusters Score -2.224205e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 236186 members 
Entering Unmasked Estep 
Score: -22243278.000000 Penalty: 4035.357178
	Iteration 21Q: 3 clusters Score -2.224328e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 238361 members 
Entering Unmasked Estep 
Score: -22244166.000000 Penalty: 4035.357178
	Iteration 22Q: 3 clusters Score -2.224417e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 240026 members 
Entering Unmasked Estep 
Score: -22244814.000000 Penalty: 4035.357178
	Iteration 23Q: 3 clusters Score -2.224481e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 241260 members 
Entering Unmasked Estep 
Score: -22245152.000000 Penalty: 4035.357178
	Iteration 24Q: 3 clusters Score -2.224515e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 242186 members 
Entering Unmasked Estep 
Score: -22245494.000000 Penalty: 4035.357178
	Iteration 25Q: 3 clusters Score -2.224549e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 242904 members 
Entering Unmasked Estep 
Score: -22245774.000000 Penalty: 4035.357178
	Iteration 26Q: 3 clusters Score -2.224577e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 243462 members 
Entering Unmasked Estep 
Score: -22245914.000000 Penalty: 4035.357178
	Iteration 27Q: 3 clusters Score -2.224591e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -22245982.000000 Penalty: 4035.357178
	Iteration 28Q: 3 clusters Score -2.224598e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 244151 members 
Entering Unmasked Estep 
Score: -22246056.000000 Penalty: 4035.357178
	Iteration 29Q: 3 clusters Score -2.224606e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 244373 members 
Entering Unmasked Estep 
Score: -22246124.000000 Penalty: 4035.357178
	Iteration 30Q: 3 clusters Score -2.224612e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 244555 members 
Entering Unmasked Estep 
Score: -22246180.000000 Penalty: 4035.357178
	Iteration 31Q: 3 clusters Score -2.224618e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 244721 members 
Entering Unmasked Estep 
Score: -22246232.000000 Penalty: 4035.357178
	Iteration 32Q: 3 clusters Score -2.224623e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 244851 members 
Entering Unmasked Estep 
Score: -22246242.000000 Penalty: 4035.357178
	Iteration 33Q: 3 clusters Score -2.224624e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 244930 members 
Entering Unmasked Estep 
Score: -22246288.000000 Penalty: 4035.357178
	Iteration 34Q: 3 clusters Score -2.224629e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 245007 members 
Entering Unmasked Estep 
Score: -22246312.000000 Penalty: 4035.357178
	Iteration 35Q: 3 clusters Score -2.224631e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 245079 members 
Entering Unmasked Estep 
Score: -22246334.000000 Penalty: 4035.357178
	Iteration 36Q: 3 clusters Score -2.224633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 245127 members 
Entering Unmasked Estep 
Score: -22246334.000000 Penalty: 4035.357178
	Iteration 37Q: 3 clusters Score -2.224633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 245168 members 
Entering Unmasked Estep 
Score: -22246358.000000 Penalty: 4035.357178
	Iteration 38Q: 3 clusters Score -2.224636e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 245204 members 
Entering Unmasked Estep 
Score: -22246366.000000 Penalty: 4035.357178
	Iteration 39Q: 3 clusters Score -2.224637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 245227 members 
Entering Unmasked Estep 
Score: -22246398.000000 Penalty: 4035.357178
	Iteration 40F: 3 clusters Score -2.22464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 245250 members 
Entering Unmasked Estep 
Score: -22246404.000000 Penalty: 4035.357178
	Iteration 41Q: 3 clusters Score -2.22464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 245272 members 
Entering Unmasked Estep 
Score: -22246422.000000 Penalty: 4035.357178
	Iteration 42Q: 3 clusters Score -2.224642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 245293 members 
Entering Unmasked Estep 
Score: -22246430.000000 Penalty: 4035.357178
	Iteration 43Q: 3 clusters Score -2.224643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 245308 members 
Entering Unmasked Estep 
Score: -22246438.000000 Penalty: 4035.357178
	Iteration 44Q: 3 clusters Score -2.224644e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 245322 members 
Entering Unmasked Estep 
Score: -22246460.000000 Penalty: 4035.357178
	Iteration 45Q: 3 clusters Score -2.224646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 245334 members 
Entering Unmasked Estep 
Score: -22246450.000000 Penalty: 4035.357178
	Iteration 46Q: 3 clusters Score -2.224645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 245341 members 
Entering Unmasked Estep 
Score: -22246450.000000 Penalty: 4035.357178
	Iteration 47Q: 3 clusters Score -2.224645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 245350 members 
Entering Unmasked Estep 
Score: -22246456.000000 Penalty: 4035.357178
	Iteration 48Q: 3 clusters Score -2.224646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 245356 members 
Entering Unmasked Estep 
Score: -22246460.000000 Penalty: 4035.357178
	Iteration 49Q: 3 clusters Score -2.224646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 245363 members 
Entering Unmasked Estep 
Score: -22246470.000000 Penalty: 4035.357178
	Iteration 50Q: 3 clusters Score -2.224647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 245371 members 
Entering Unmasked Estep 
Score: -22246482.000000 Penalty: 4035.357178
	Iteration 51Q: 3 clusters Score -2.224648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 245384 members 
Entering Unmasked Estep 
Score: -22246476.000000 Penalty: 4035.357178
	Iteration 52Q: 3 clusters Score -2.224648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 245393 members 
Entering Unmasked Estep 
Score: -22246480.000000 Penalty: 4035.357178
	Iteration 53Q: 3 clusters Score -2.224648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 245392 members 
Entering Unmasked Estep 
Score: -22246478.000000 Penalty: 4035.357178
	Iteration 54Q: 3 clusters Score -2.224648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 245394 members 
Entering Unmasked Estep 
Score: -22246480.000000 Penalty: 4035.357178
	Iteration 55Q: 3 clusters Score -2.224648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 245400 members 
Entering Unmasked Estep 
Score: -22246480.000000 Penalty: 4035.357178
	Iteration 56Q: 3 clusters Score -2.224648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 245403 members 
Entering Unmasked Estep 
Score: -22246486.000000 Penalty: 4035.357178
	Iteration 57Q: 3 clusters Score -2.224649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 245406 members 
Entering Unmasked Estep 
Score: -22246472.000000 Penalty: 4035.357178
	Iteration 58Q: 3 clusters Score -2.224647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 245406 members 
Entering Unmasked Estep 
Score: -22246484.000000 Penalty: 4035.357178
	Iteration 59Q: 3 clusters Score -2.224648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 245408 members 
Entering Unmasked Estep 
Score: -22246478.000000 Penalty: 4035.357178
	Iteration 60F: 3 clusters Score -2.224648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 245413 members 
Entering Unmasked Estep 
Score: -22246486.000000 Penalty: 4035.357178
	Iteration 61Q: 3 clusters Score -2.224649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 245417 members 
Entering Unmasked Estep 
Score: -22246496.000000 Penalty: 4035.357178
	Iteration 62Q: 3 clusters Score -2.22465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 245425 members 
Entering Unmasked Estep 
Score: -22246500.000000 Penalty: 4035.357178
	Iteration 63Q: 3 clusters Score -2.22465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 245434 members 
Entering Unmasked Estep 
Score: -22246506.000000 Penalty: 4035.357178
	Iteration 64Q: 3 clusters Score -2.224651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 245445 members 
Entering Unmasked Estep 
Score: -22246508.000000 Penalty: 4035.357178
	Iteration 65Q: 3 clusters Score -2.224651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 245453 members 
Entering Unmasked Estep 
Score: -22246508.000000 Penalty: 4035.357178
	Iteration 66Q: 3 clusters Score -2.224651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 245454 members 
Entering Unmasked Estep 
Score: -22246510.000000 Penalty: 4035.357178
	Iteration 67Q: 3 clusters Score -2.224651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 245454 members 
Entering Unmasked Estep 
Score: -22246510.000000 Penalty: 4035.357178
	Iteration 68Q: 3 clusters Score -2.224651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 245459 members 
Entering Unmasked Estep 
Score: -22246516.000000 Penalty: 4035.357178
	Iteration 69Q: 3 clusters Score -2.224652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 245464 members 
Entering Unmasked Estep 
Score: -22246518.000000 Penalty: 4035.357178
	Iteration 70Q: 3 clusters Score -2.224652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 245466 members 
Entering Unmasked Estep 
Score: -22246520.000000 Penalty: 4035.357178
	Iteration 71Q: 3 clusters Score -2.224652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 245468 members 
Entering Unmasked Estep 
Score: -22246518.000000 Penalty: 4035.357178
	Iteration 72Q: 3 clusters Score -2.224652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 245470 members 
Entering Unmasked Estep 
Score: -22246508.000000 Penalty: 4035.357178
	Iteration 73Q: 3 clusters Score -2.224651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 245472 members 
Entering Unmasked Estep 
Score: -22246510.000000 Penalty: 4035.357178
	Iteration 74Q: 3 clusters Score -2.224651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 245472 members 
Entering Unmasked Estep 
Score: -22246508.000000 Penalty: 4035.357178
	Iteration 75Q: 3 clusters Score -2.224651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 245472 members 
Entering Unmasked Estep 
Score: -22246518.000000 Penalty: 4035.357178
	Iteration 76Q: 3 clusters Score -2.224652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 245469 members 
Entering Unmasked Estep 
Score: -22246520.000000 Penalty: 4035.357178
	Iteration 77Q: 3 clusters Score -2.224652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 245472 members 
Entering Unmasked Estep 
Score: -22246516.000000 Penalty: 4035.357178
	Iteration 78Q: 3 clusters Score -2.224652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 245478 members 
Entering Unmasked Estep 
Score: -22246520.000000 Penalty: 4035.357178
	Iteration 79Q: 3 clusters Score -2.224652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 245484 members 
Entering Unmasked Estep 
Score: -22246504.000000 Penalty: 4035.357178
	Iteration 80F: 3 clusters Score -2.22465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 245486 members 
Entering Unmasked Estep 
Score: -22246520.000000 Penalty: 4035.357178
	Iteration 81Q: 3 clusters Score -2.224652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 245487 members 
Entering Unmasked Estep 
Score: -22246526.000000 Penalty: 4035.357178
	Iteration 82Q: 3 clusters Score -2.224653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 245488 members 
Entering Unmasked Estep 
Score: -22246524.000000 Penalty: 4035.357178
	Iteration 83Q: 3 clusters Score -2.224652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 245490 members 
Entering Unmasked Estep 
Score: -22246514.000000 Penalty: 4035.357178
	Iteration 84Q: 3 clusters Score -2.224651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 245494 members 
Entering Unmasked Estep 
Score: -22246520.000000 Penalty: 4035.357178
	Iteration 85Q: 3 clusters Score -2.224652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 245494 members 
Entering Unmasked Estep 
Score: -22246522.000000 Penalty: 4035.357178
	Iteration 86Q: 3 clusters Score -2.224652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 245494 members 
Entering Unmasked Estep 
Score: -22246524.000000 Penalty: 4035.357178
	Iteration 87Q: 3 clusters Score -2.224652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 245497 members 
Entering Unmasked Estep 
Score: -22246518.000000 Penalty: 4035.357178
	Iteration 88Q: 3 clusters Score -2.224652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 245496 members 
Entering Unmasked Estep 
Score: -22246522.000000 Penalty: 4035.357178
	Iteration 89Q: 3 clusters Score -2.224652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 245495 members 
Entering Unmasked Estep 
Score: -22246524.000000 Penalty: 4035.357178
	Iteration 90Q: 3 clusters Score -2.224652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 245495 members 
Entering Unmasked Estep 
Score: -22246524.000000 Penalty: 4035.357178
	Iteration 91F: 3 clusters Score -2.224652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -159412.890625 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -159412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -157364.031250 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -157364 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157837.703125 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -157837.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157945.171875 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -157945.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -157989.140625 Penalty: 2461.397705
	Iteration 3Q: 3 clusters Score -157989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -158014.531250 Penalty: 2461.397705
	Iteration 4Q: 3 clusters Score -158014.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158032.312500 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -158032.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158045.437500 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -158045.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158056.375000 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -158056.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -158064.875000 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -158064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -158069.734375 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -158069.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158073.765625 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -158073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158074.343750 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -158074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158074.593750 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -158074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158075.359375 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -158075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158076.359375 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -158076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158076.359375 Penalty: 2461.397705
	Iteration 15F: 3 clusters Score -158076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Entering Unmasked Estep 
Score: -1439171.125000 Penalty: 1584.116821
	Iteration 0F: 2 clusters Score -1439171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1427359.125000 Penalty: 3168.233643
	Iteration 0F: 3 clusters Score -1427359 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1431861.750000 Penalty: 3168.233643
	Iteration 1F: 3 clusters Score -1431862 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1432480.125000 Penalty: 3168.233643
	Iteration 2F: 3 clusters Score -1432480 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1433128.000000 Penalty: 3168.233643
	Iteration 3F: 3 clusters Score -1433128 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1433805.375000 Penalty: 3168.233643
	Iteration 4F: 3 clusters Score -1433805 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1434523.375000 Penalty: 3168.233643
	Iteration 5F: 3 clusters Score -1434523 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1435238.875000 Penalty: 3168.233643
	Iteration 6F: 3 clusters Score -1435239 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1435844.250000 Penalty: 3168.233643
	Iteration 7F: 3 clusters Score -1435844 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1436273.875000 Penalty: 3168.233643
	Iteration 8Q: 3 clusters Score -1436274 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1436592.000000 Penalty: 3168.233643
	Iteration 9Q: 3 clusters Score -1436592 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1436812.500000 Penalty: 3168.233643
	Iteration 10Q: 3 clusters Score -1436812 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1436989.625000 Penalty: 3168.233643
	Iteration 11Q: 3 clusters Score -1436990 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1437137.250000 Penalty: 3168.233643
	Iteration 12Q: 3 clusters Score -1437137 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1437261.500000 Penalty: 3168.233643
	Iteration 13Q: 3 clusters Score -1437262 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1437385.250000 Penalty: 3168.233643
	Iteration 14Q: 3 clusters Score -1437385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1437471.875000 Penalty: 3168.233643
	Iteration 15Q: 3 clusters Score -1437472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1437559.000000 Penalty: 3168.233643
	Iteration 16Q: 3 clusters Score -1437559 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1437636.250000 Penalty: 3168.233643
	Iteration 17Q: 3 clusters Score -1437636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1437696.750000 Penalty: 3168.233643
	Iteration 18Q: 3 clusters Score -1437697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1437733.375000 Penalty: 3168.233643
	Iteration 19Q: 3 clusters Score -1437733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1437778.625000 Penalty: 3168.233643
	Iteration 20F: 3 clusters Score -1437779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1437808.750000 Penalty: 3168.233643
	Iteration 21Q: 3 clusters Score -1437809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1437845.625000 Penalty: 3168.233643
	Iteration 22Q: 3 clusters Score -1437846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1437879.750000 Penalty: 3168.233643
	Iteration 23Q: 3 clusters Score -1437880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1437906.500000 Penalty: 3168.233643
	Iteration 24Q: 3 clusters Score -1437906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1437920.250000 Penalty: 3168.233643
	Iteration 25Q: 3 clusters Score -1437920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1437940.000000 Penalty: 3168.233643
	Iteration 26Q: 3 clusters Score -1437940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1437948.250000 Penalty: 3168.233643
	Iteration 27Q: 3 clusters Score -1437948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1437956.000000 Penalty: 3168.233643
	Iteration 28Q: 3 clusters Score -1437956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1437960.750000 Penalty: 3168.233643
	Iteration 29Q: 3 clusters Score -1437961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1437965.625000 Penalty: 3168.233643
	Iteration 30Q: 3 clusters Score -1437966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1437972.375000 Penalty: 3168.233643
	Iteration 31Q: 3 clusters Score -1437972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1437976.125000 Penalty: 3168.233643
	Iteration 32Q: 3 clusters Score -1437976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1437975.000000 Penalty: 3168.233643
	Iteration 33Q: 3 clusters Score -1437975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1437977.875000 Penalty: 3168.233643
	Iteration 34Q: 3 clusters Score -1437978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1437983.125000 Penalty: 3168.233643
	Iteration 35Q: 3 clusters Score -1437983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1437989.125000 Penalty: 3168.233643
	Iteration 36Q: 3 clusters Score -1437989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1437993.125000 Penalty: 3168.233643
	Iteration 37Q: 3 clusters Score -1437993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1437997.000000 Penalty: 3168.233643
	Iteration 38Q: 3 clusters Score -1437997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1438001.375000 Penalty: 3168.233643
	Iteration 39Q: 3 clusters Score -1438001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1438000.875000 Penalty: 3168.233643
	Iteration 40F: 3 clusters Score -1438001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1438007.625000 Penalty: 3168.233643
	Iteration 41Q: 3 clusters Score -1438008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1438009.750000 Penalty: 3168.233643
	Iteration 42Q: 3 clusters Score -1438010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1438011.500000 Penalty: 3168.233643
	Iteration 43Q: 3 clusters Score -1438012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1438011.500000 Penalty: 3168.233643
	Iteration 44Q: 3 clusters Score -1438012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1438014.000000 Penalty: 3168.233643
	Iteration 45Q: 3 clusters Score -1438014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1438012.875000 Penalty: 3168.233643
	Iteration 46Q: 3 clusters Score -1438013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1438013.875000 Penalty: 3168.233643
	Iteration 47Q: 3 clusters Score -1438014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1438014.625000 Penalty: 3168.233643
	Iteration 48Q: 3 clusters Score -1438015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1438014.375000 Penalty: 3168.233643
	Iteration 49Q: 3 clusters Score -1438014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1438014.375000 Penalty: 3168.233643
	Iteration 50F: 3 clusters Score -1438014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (228949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228949 members 
Entering Unmasked Estep 
Score: -20089190.000000 Penalty: 2005.453857
	Iteration 0F: 2 clusters Score -2.008919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -19935928.000000 Penalty: 4010.907715
	Iteration 0F: 3 clusters Score -1.993593e+07 nChanged 111046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -20003428.000000 Penalty: 4010.907715
	Iteration 1F: 3 clusters Score -2.000343e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 116241 members 
Entering Unmasked Estep 
Score: -20006364.000000 Penalty: 4010.907715
	Iteration 2Q: 3 clusters Score -2.000636e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -20010210.000000 Penalty: 4010.907715
	Iteration 3Q: 3 clusters Score -2.001021e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 117351 members 
Entering Unmasked Estep 
Score: -20015174.000000 Penalty: 4010.907715
	Iteration 4Q: 3 clusters Score -2.001517e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -20021578.000000 Penalty: 4010.907715
	Iteration 5F: 3 clusters Score -2.002158e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 119313 members 
Entering Unmasked Estep 
Score: -20030018.000000 Penalty: 4010.907715
	Iteration 6F: 3 clusters Score -2.003002e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -20040492.000000 Penalty: 4010.907715
	Iteration 7F: 3 clusters Score -2.004049e+07 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -20052514.000000 Penalty: 4010.907715
	Iteration 8F: 3 clusters Score -2.005251e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -20062276.000000 Penalty: 4010.907715
	Iteration 9F: 3 clusters Score -2.006228e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -20068400.000000 Penalty: 4010.907715
	Iteration 10Q: 3 clusters Score -2.00684e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -20071756.000000 Penalty: 4010.907715
	Iteration 11Q: 3 clusters Score -2.007176e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -20073674.000000 Penalty: 4010.907715
	Iteration 12Q: 3 clusters Score -2.007367e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -20074816.000000 Penalty: 4010.907715
	Iteration 13Q: 3 clusters Score -2.007482e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -20075782.000000 Penalty: 4010.907715
	Iteration 14Q: 3 clusters Score -2.007578e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -20076322.000000 Penalty: 4010.907715
	Iteration 15Q: 3 clusters Score -2.007632e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
Score: -20076948.000000 Penalty: 4010.907715
	Iteration 16Q: 3 clusters Score -2.007695e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 126841 members 
Entering Unmasked Estep 
Score: -20077360.000000 Penalty: 4010.907715
	Iteration 17Q: 3 clusters Score -2.007736e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -20077694.000000 Penalty: 4010.907715
	Iteration 18Q: 3 clusters Score -2.007769e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 124533 members 
Entering Unmasked Estep 
Score: -20078122.000000 Penalty: 4010.907715
	Iteration 19Q: 3 clusters Score -2.007812e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -20078472.000000 Penalty: 4010.907715
	Iteration 20F: 3 clusters Score -2.007847e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -20078804.000000 Penalty: 4010.907715
	Iteration 21Q: 3 clusters Score -2.00788e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -20079246.000000 Penalty: 4010.907715
	Iteration 22Q: 3 clusters Score -2.007925e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -20079750.000000 Penalty: 4010.907715
	Iteration 23Q: 3 clusters Score -2.007975e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -20080486.000000 Penalty: 4010.907715
	Iteration 24Q: 3 clusters Score -2.008049e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -20081584.000000 Penalty: 4010.907715
	Iteration 25Q: 3 clusters Score -2.008158e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118506 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -20083294.000000 Penalty: 4010.907715
	Iteration 26Q: 3 clusters Score -2.008329e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -20086266.000000 Penalty: 4010.907715
	Iteration 27Q: 3 clusters Score -2.008627e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -20090300.000000 Penalty: 4010.907715
	Iteration 28Q: 3 clusters Score -2.00903e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -20093984.000000 Penalty: 4010.907715
	Iteration 29Q: 3 clusters Score -2.009398e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132752 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -20096022.000000 Penalty: 4010.907715
	Iteration 30Q: 3 clusters Score -2.009602e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -20097140.000000 Penalty: 4010.907715
	Iteration 31Q: 3 clusters Score -2.009714e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -20097778.000000 Penalty: 4010.907715
	Iteration 32Q: 3 clusters Score -2.009778e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -20098226.000000 Penalty: 4010.907715
	Iteration 33Q: 3 clusters Score -2.009823e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -20098476.000000 Penalty: 4010.907715
	Iteration 34Q: 3 clusters Score -2.009848e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142113 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -20098566.000000 Penalty: 4010.907715
	Iteration 35Q: 3 clusters Score -2.009857e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -20098748.000000 Penalty: 4010.907715
	Iteration 36Q: 3 clusters Score -2.009875e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144115 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -20098864.000000 Penalty: 4010.907715
	Iteration 37Q: 3 clusters Score -2.009886e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -20098990.000000 Penalty: 4010.907715
	Iteration 38Q: 3 clusters Score -2.009899e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -20099060.000000 Penalty: 4010.907715
	Iteration 39Q: 3 clusters Score -2.009906e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -20099148.000000 Penalty: 4010.907715
	Iteration 40F: 3 clusters Score -2.009915e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -20099148.000000 Penalty: 4010.907715
	Iteration 41Q: 3 clusters Score -2.009915e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -20099170.000000 Penalty: 4010.907715
	Iteration 42Q: 3 clusters Score -2.009917e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -20099160.000000 Penalty: 4010.907715
	Iteration 43Q: 3 clusters Score -2.009916e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -20099154.000000 Penalty: 4010.907715
	Iteration 44Q: 3 clusters Score -2.009915e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -20099116.000000 Penalty: 4010.907715
	Iteration 45Q: 3 clusters Score -2.009912e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -20099138.000000 Penalty: 4010.907715
	Iteration 46Q: 3 clusters Score -2.009914e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -20099152.000000 Penalty: 4010.907715
	Iteration 47Q: 3 clusters Score -2.009915e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -20099154.000000 Penalty: 4010.907715
	Iteration 48Q: 3 clusters Score -2.009915e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -20099154.000000 Penalty: 4010.907715
	Iteration 49Q: 3 clusters Score -2.009915e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -20099200.000000 Penalty: 4010.907715
	Iteration 50Q: 3 clusters Score -2.00992e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148962 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -20099182.000000 Penalty: 4010.907715
	Iteration 51Q: 3 clusters Score -2.009918e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -20099174.000000 Penalty: 4010.907715
	Iteration 52Q: 3 clusters Score -2.009917e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -20099204.000000 Penalty: 4010.907715
	Iteration 53Q: 3 clusters Score -2.00992e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -20099210.000000 Penalty: 4010.907715
	Iteration 54Q: 3 clusters Score -2.009921e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -20099192.000000 Penalty: 4010.907715
	Iteration 55Q: 3 clusters Score -2.009919e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -20099170.000000 Penalty: 4010.907715
	Iteration 56Q: 3 clusters Score -2.009917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -20099164.000000 Penalty: 4010.907715
	Iteration 57Q: 3 clusters Score -2.009916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -20099162.000000 Penalty: 4010.907715
	Iteration 58Q: 3 clusters Score -2.009916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -20099182.000000 Penalty: 4010.907715
	Iteration 59Q: 3 clusters Score -2.009918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -20099194.000000 Penalty: 4010.907715
	Iteration 60F: 3 clusters Score -2.009919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -20099198.000000 Penalty: 4010.907715
	Iteration 61Q: 3 clusters Score -2.00992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -20099216.000000 Penalty: 4010.907715
	Iteration 62Q: 3 clusters Score -2.009922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -20099206.000000 Penalty: 4010.907715
	Iteration 63Q: 3 clusters Score -2.009921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149479 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -20099196.000000 Penalty: 4010.907715
	Iteration 64Q: 3 clusters Score -2.00992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -20099192.000000 Penalty: 4010.907715
	Iteration 65Q: 3 clusters Score -2.009919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -20099196.000000 Penalty: 4010.907715
	Iteration 66Q: 3 clusters Score -2.00992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -20099196.000000 Penalty: 4010.907715
	Iteration 67Q: 3 clusters Score -2.00992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -20099192.000000 Penalty: 4010.907715
	Iteration 68Q: 3 clusters Score -2.009919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -20099190.000000 Penalty: 4010.907715
	Iteration 69Q: 3 clusters Score -2.009919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -20099190.000000 Penalty: 4010.907715
	Iteration 70F: 3 clusters Score -2.009919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 79460 members 
Entering Unmasked Estep 
Score: -76248088.000000 Penalty: 53449.867188
Splitting cluster 9 changes total score from -76211624.000000 to -76248088.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1270764.125000 Penalty: 1558.709595
	Iteration 0F: 2 clusters Score -1270764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1260674.875000 Penalty: 3117.419189
	Iteration 0F: 3 clusters Score -1260675 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1265571.250000 Penalty: 3117.419189
	Iteration 1F: 3 clusters Score -1265571 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1268112.250000 Penalty: 3117.419189
	Iteration 2F: 3 clusters Score -1268112 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1270227.375000 Penalty: 3117.419189
	Iteration 3F: 3 clusters Score -1270227 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1271274.250000 Penalty: 3117.419189
	Iteration 4F: 3 clusters Score -1271274 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1271677.750000 Penalty: 3117.419189
	Iteration 5Q: 3 clusters Score -1271678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1271853.000000 Penalty: 3117.419189
	Iteration 6Q: 3 clusters Score -1271853 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1271956.000000 Penalty: 3117.419189
	Iteration 7Q: 3 clusters Score -1271956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1272026.375000 Penalty: 3117.419189
	Iteration 8Q: 3 clusters Score -1272026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1272080.000000 Penalty: 3117.419189
	Iteration 9Q: 3 clusters Score -1272080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1272127.000000 Penalty: 3117.419189
	Iteration 10Q: 3 clusters Score -1272127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1272155.750000 Penalty: 3117.419189
	Iteration 11Q: 3 clusters Score -1272156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1272190.375000 Penalty: 3117.419189
	Iteration 12Q: 3 clusters Score -1272190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1272210.875000 Penalty: 3117.419189
	Iteration 13Q: 3 clusters Score -1272211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1272223.875000 Penalty: 3117.419189
	Iteration 14Q: 3 clusters Score -1272224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1272234.125000 Penalty: 3117.419189
	Iteration 15Q: 3 clusters Score -1272234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1272244.000000 Penalty: 3117.419189
	Iteration 16Q: 3 clusters Score -1272244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1272245.250000 Penalty: 3117.419189
	Iteration 17Q: 3 clusters Score -1272245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1272250.250000 Penalty: 3117.419189
	Iteration 18Q: 3 clusters Score -1272250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1272255.000000 Penalty: 3117.419189
	Iteration 19Q: 3 clusters Score -1272255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1272262.750000 Penalty: 3117.419189
	Iteration 20F: 3 clusters Score -1272263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1272269.875000 Penalty: 3117.419189
	Iteration 21Q: 3 clusters Score -1272270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1272269.250000 Penalty: 3117.419189
	Iteration 22Q: 3 clusters Score -1272269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1272272.375000 Penalty: 3117.419189
	Iteration 23Q: 3 clusters Score -1272272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1272269.750000 Penalty: 3117.419189
	Iteration 24Q: 3 clusters Score -1272270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1272272.125000 Penalty: 3117.419189
	Iteration 25Q: 3 clusters Score -1272272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1272275.000000 Penalty: 3117.419189
	Iteration 26Q: 3 clusters Score -1272275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1272274.875000 Penalty: 3117.419189
	Iteration 27Q: 3 clusters Score -1272275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1272275.875000 Penalty: 3117.419189
	Iteration 28Q: 3 clusters Score -1272276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1272278.625000 Penalty: 3117.419189
	Iteration 29Q: 3 clusters Score -1272279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1272275.875000 Penalty: 3117.419189
	Iteration 30Q: 3 clusters Score -1272276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1272278.125000 Penalty: 3117.419189
	Iteration 31Q: 3 clusters Score -1272278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1272278.125000 Penalty: 3117.419189
	Iteration 32F: 3 clusters Score -1272278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 79460 members 
Mstep: Class 25 contains 1351 members 
Entering Unmasked Estep 
Score: -76248992.000000 Penalty: 55676.945312
Splitting cluster 10 changes total score from -76211624.000000 to -76248992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -372981.812500 Penalty: 1371.234497
	Iteration 0F: 2 clusters Score -372981.8 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 2321 members 
Entering Unmasked Estep 
Score: -369335.312500 Penalty: 2742.468994
	Iteration 0F: 3 clusters Score -369335.3 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -370684.562500 Penalty: 2742.468994
	Iteration 1F: 3 clusters Score -370684.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -371389.500000 Penalty: 2742.468994
	Iteration 2F: 3 clusters Score -371389.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -372401.218750 Penalty: 2742.468994
	Iteration 3F: 3 clusters Score -372401.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -373244.125000 Penalty: 2742.468994
	Iteration 4F: 3 clusters Score -373244.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -373776.031250 Penalty: 2742.468994
	Iteration 5F: 3 clusters Score -373776 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -373987.718750 Penalty: 2742.468994
	Iteration 6Q: 3 clusters Score -373987.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -374084.406250 Penalty: 2742.468994
	Iteration 7Q: 3 clusters Score -374084.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -374128.125000 Penalty: 2742.468994
	Iteration 8Q: 3 clusters Score -374128.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -374153.031250 Penalty: 2742.468994
	Iteration 9Q: 3 clusters Score -374153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -374174.375000 Penalty: 2742.468994
	Iteration 10Q: 3 clusters Score -374174.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -374182.125000 Penalty: 2742.468994
	Iteration 11Q: 3 clusters Score -374182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -374194.312500 Penalty: 2742.468994
	Iteration 12Q: 3 clusters Score -374194.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -374202.875000 Penalty: 2742.468994
	Iteration 13Q: 3 clusters Score -374202.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -374208.375000 Penalty: 2742.468994
	Iteration 14Q: 3 clusters Score -374208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -374210.375000 Penalty: 2742.468994
	Iteration 15Q: 3 clusters Score -374210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -374210.687500 Penalty: 2742.468994
	Iteration 16Q: 3 clusters Score -374210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -374211.156250 Penalty: 2742.468994
	Iteration 17Q: 3 clusters Score -374211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -374211.156250 Penalty: 2742.468994
	Iteration 18F: 3 clusters Score -374211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 79460 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 3661 members 
Entering Unmasked Estep 
Score: -76249384.000000 Penalty: 57904.023438
Splitting cluster 11 changes total score from -76211624.000000 to -76249384.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (7452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Entering Unmasked Estep 
Score: -629903.562500 Penalty: 1448.888672
	Iteration 0F: 2 clusters Score -629903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -624341.000000 Penalty: 2897.777344
	Iteration 0F: 3 clusters Score -624341 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -626213.562500 Penalty: 2897.777344
	Iteration 1F: 3 clusters Score -626213.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -626569.562500 Penalty: 2897.777344
	Iteration 2F: 3 clusters Score -626569.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -626863.562500 Penalty: 2897.777344
	Iteration 3F: 3 clusters Score -626863.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -627126.687500 Penalty: 2897.777344
	Iteration 4F: 3 clusters Score -627126.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -627340.500000 Penalty: 2897.777344
	Iteration 5Q: 3 clusters Score -627340.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -627529.000000 Penalty: 2897.777344
	Iteration 6Q: 3 clusters Score -627529 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -627716.437500 Penalty: 2897.777344
	Iteration 7Q: 3 clusters Score -627716.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -627948.812500 Penalty: 2897.777344
	Iteration 8Q: 3 clusters Score -627948.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -628176.187500 Penalty: 2897.777344
	Iteration 9Q: 3 clusters Score -628176.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -628362.375000 Penalty: 2897.777344
	Iteration 10Q: 3 clusters Score -628362.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -628500.250000 Penalty: 2897.777344
	Iteration 11Q: 3 clusters Score -628500.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -628582.125000 Penalty: 2897.777344
	Iteration 12Q: 3 clusters Score -628582.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -628643.125000 Penalty: 2897.777344
	Iteration 13Q: 3 clusters Score -628643.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -628682.000000 Penalty: 2897.777344
	Iteration 14Q: 3 clusters Score -628682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -628706.750000 Penalty: 2897.777344
	Iteration 15Q: 3 clusters Score -628706.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -628720.500000 Penalty: 2897.777344
	Iteration 16Q: 3 clusters Score -628720.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -628731.375000 Penalty: 2897.777344
	Iteration 17Q: 3 clusters Score -628731.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -628738.000000 Penalty: 2897.777344
	Iteration 18Q: 3 clusters Score -628738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -628742.875000 Penalty: 2897.777344
	Iteration 19Q: 3 clusters Score -628742.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -628746.500000 Penalty: 2897.777344
	Iteration 20F: 3 clusters Score -628746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -628752.000000 Penalty: 2897.777344
	Iteration 21Q: 3 clusters Score -628752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -628756.000000 Penalty: 2897.777344
	Iteration 22Q: 3 clusters Score -628756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -628757.125000 Penalty: 2897.777344
	Iteration 23Q: 3 clusters Score -628757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -628758.312500 Penalty: 2897.777344
	Iteration 24Q: 3 clusters Score -628758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -628758.750000 Penalty: 2897.777344
	Iteration 25Q: 3 clusters Score -628758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -628760.312500 Penalty: 2897.777344
	Iteration 26Q: 3 clusters Score -628760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -628763.500000 Penalty: 2897.777344
	Iteration 27Q: 3 clusters Score -628763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -628764.312500 Penalty: 2897.777344
	Iteration 28Q: 3 clusters Score -628764.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -628767.062500 Penalty: 2897.777344
	Iteration 29Q: 3 clusters Score -628767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -628769.312500 Penalty: 2897.777344
	Iteration 30Q: 3 clusters Score -628769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -628771.875000 Penalty: 2897.777344
	Iteration 31Q: 3 clusters Score -628771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -628770.437500 Penalty: 2897.777344
	Iteration 32Q: 3 clusters Score -628770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -628771.437500 Penalty: 2897.777344
	Iteration 33Q: 3 clusters Score -628771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -628775.000000 Penalty: 2897.777344
	Iteration 34Q: 3 clusters Score -628775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -628776.625000 Penalty: 2897.777344
	Iteration 35Q: 3 clusters Score -628776.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -628780.000000 Penalty: 2897.777344
	Iteration 36Q: 3 clusters Score -628780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -628779.625000 Penalty: 2897.777344
	Iteration 37Q: 3 clusters Score -628779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -628780.687500 Penalty: 2897.777344
	Iteration 38Q: 3 clusters Score -628780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -628780.625000 Penalty: 2897.777344
	Iteration 39Q: 3 clusters Score -628780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -628782.625000 Penalty: 2897.777344
	Iteration 40F: 3 clusters Score -628782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -628782.937500 Penalty: 2897.777344
	Iteration 41Q: 3 clusters Score -628782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -628784.437500 Penalty: 2897.777344
	Iteration 42Q: 3 clusters Score -628784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -628783.187500 Penalty: 2897.777344
	Iteration 43Q: 3 clusters Score -628783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -628783.687500 Penalty: 2897.777344
	Iteration 44Q: 3 clusters Score -628783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -628783.625000 Penalty: 2897.777344
	Iteration 45Q: 3 clusters Score -628783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -628784.000000 Penalty: 2897.777344
	Iteration 46Q: 3 clusters Score -628784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -628783.875000 Penalty: 2897.777344
	Iteration 47Q: 3 clusters Score -628783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -628784.625000 Penalty: 2897.777344
	Iteration 48Q: 3 clusters Score -628784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -628784.750000 Penalty: 2897.777344
	Iteration 49Q: 3 clusters Score -628784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -628785.250000 Penalty: 2897.777344
	Iteration 50Q: 3 clusters Score -628785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -628785.250000 Penalty: 2897.777344
	Iteration 51F: 3 clusters Score -628785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -390583.187500 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -390583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -387076.562500 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -387076.6 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -388028.906250 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -388028.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -388172.500000 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -388172.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -388264.218750 Penalty: 2725.654541
	Iteration 3Q: 3 clusters Score -388264.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -388319.312500 Penalty: 2725.654541
	Iteration 4Q: 3 clusters Score -388319.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -388360.937500 Penalty: 2725.654541
	Iteration 5Q: 3 clusters Score -388360.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -388406.875000 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -388406.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -388450.250000 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -388450.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -388495.125000 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -388495.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -388538.062500 Penalty: 2725.654541
	Iteration 9Q: 3 clusters Score -388538.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -388585.468750 Penalty: 2725.654541
	Iteration 10Q: 3 clusters Score -388585.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -388633.625000 Penalty: 2725.654541
	Iteration 11Q: 3 clusters Score -388633.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -388685.000000 Penalty: 2725.654541
	Iteration 12Q: 3 clusters Score -388685 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -388744.718750 Penalty: 2725.654541
	Iteration 13Q: 3 clusters Score -388744.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -388816.000000 Penalty: 2725.654541
	Iteration 14Q: 3 clusters Score -388816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -388897.750000 Penalty: 2725.654541
	Iteration 15Q: 3 clusters Score -388897.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -388988.156250 Penalty: 2725.654541
	Iteration 16Q: 3 clusters Score -388988.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -389069.531250 Penalty: 2725.654541
	Iteration 17Q: 3 clusters Score -389069.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -389129.187500 Penalty: 2725.654541
	Iteration 18Q: 3 clusters Score -389129.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -389174.656250 Penalty: 2725.654541
	Iteration 19Q: 3 clusters Score -389174.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -389220.437500 Penalty: 2725.654541
	Iteration 20F: 3 clusters Score -389220.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -389265.343750 Penalty: 2725.654541
	Iteration 21Q: 3 clusters Score -389265.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -389297.218750 Penalty: 2725.654541
	Iteration 22Q: 3 clusters Score -389297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -389315.531250 Penalty: 2725.654541
	Iteration 23Q: 3 clusters Score -389315.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -389330.093750 Penalty: 2725.654541
	Iteration 24Q: 3 clusters Score -389330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -389338.437500 Penalty: 2725.654541
	Iteration 25Q: 3 clusters Score -389338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -389349.812500 Penalty: 2725.654541
	Iteration 26Q: 3 clusters Score -389349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -389357.343750 Penalty: 2725.654541
	Iteration 27Q: 3 clusters Score -389357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -389363.750000 Penalty: 2725.654541
	Iteration 28Q: 3 clusters Score -389363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -389370.562500 Penalty: 2725.654541
	Iteration 29Q: 3 clusters Score -389370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -389375.031250 Penalty: 2725.654541
	Iteration 30Q: 3 clusters Score -389375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -389381.875000 Penalty: 2725.654541
	Iteration 31Q: 3 clusters Score -389381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -389387.562500 Penalty: 2725.654541
	Iteration 32Q: 3 clusters Score -389387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -389393.968750 Penalty: 2725.654541
	Iteration 33Q: 3 clusters Score -389394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -389399.437500 Penalty: 2725.654541
	Iteration 34Q: 3 clusters Score -389399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -389403.781250 Penalty: 2725.654541
	Iteration 35Q: 3 clusters Score -389403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -389406.312500 Penalty: 2725.654541
	Iteration 36Q: 3 clusters Score -389406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -389408.343750 Penalty: 2725.654541
	Iteration 37Q: 3 clusters Score -389408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -389409.156250 Penalty: 2725.654541
	Iteration 38Q: 3 clusters Score -389409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -389409.343750 Penalty: 2725.654541
	Iteration 39Q: 3 clusters Score -389409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -389410.312500 Penalty: 2725.654541
	Iteration 40F: 3 clusters Score -389410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -389413.031250 Penalty: 2725.654541
	Iteration 41Q: 3 clusters Score -389413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -389416.187500 Penalty: 2725.654541
	Iteration 42Q: 3 clusters Score -389416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -389418.000000 Penalty: 2725.654541
	Iteration 43Q: 3 clusters Score -389418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -389418.906250 Penalty: 2725.654541
	Iteration 44Q: 3 clusters Score -389418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -389418.906250 Penalty: 2725.654541
	Iteration 45F: 3 clusters Score -389418.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Entering Unmasked Estep 
Score: -2713927.750000 Penalty: 1686.548218
	Iteration 0F: 2 clusters Score -2713928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2692411.750000 Penalty: 3373.096436
	Iteration 0F: 3 clusters Score -2692412 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2700869.250000 Penalty: 3373.096436
	Iteration 1F: 3 clusters Score -2700869 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2701889.250000 Penalty: 3373.096436
	Iteration 2F: 3 clusters Score -2701889 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2703553.750000 Penalty: 3373.096436
	Iteration 3F: 3 clusters Score -2703554 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2706110.750000 Penalty: 3373.096436
	Iteration 4F: 3 clusters Score -2706111 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2708880.750000 Penalty: 3373.096436
	Iteration 5F: 3 clusters Score -2708881 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2710919.750000 Penalty: 3373.096436
	Iteration 6F: 3 clusters Score -2710920 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2711897.000000 Penalty: 3373.096436
	Iteration 7F: 3 clusters Score -2711897 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2712292.000000 Penalty: 3373.096436
	Iteration 8Q: 3 clusters Score -2712292 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2712439.500000 Penalty: 3373.096436
	Iteration 9Q: 3 clusters Score -2712440 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2712473.750000 Penalty: 3373.096436
	Iteration 10Q: 3 clusters Score -2712474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2712496.750000 Penalty: 3373.096436
	Iteration 11Q: 3 clusters Score -2712497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2712517.000000 Penalty: 3373.096436
	Iteration 12Q: 3 clusters Score -2712517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2712524.750000 Penalty: 3373.096436
	Iteration 13Q: 3 clusters Score -2712525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2712536.750000 Penalty: 3373.096436
	Iteration 14Q: 3 clusters Score -2712537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2712532.750000 Penalty: 3373.096436
	Iteration 15Q: 3 clusters Score -2712533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2712537.750000 Penalty: 3373.096436
	Iteration 16Q: 3 clusters Score -2712538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2712544.250000 Penalty: 3373.096436
	Iteration 17Q: 3 clusters Score -2712544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2712547.250000 Penalty: 3373.096436
	Iteration 18Q: 3 clusters Score -2712547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2712547.000000 Penalty: 3373.096436
	Iteration 19Q: 3 clusters Score -2712547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2712542.250000 Penalty: 3373.096436
	Iteration 20F: 3 clusters Score -2712542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2712542.500000 Penalty: 3373.096436
	Iteration 21Q: 3 clusters Score -2712542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2712542.000000 Penalty: 3373.096436
	Iteration 22Q: 3 clusters Score -2712542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2712536.750000 Penalty: 3373.096436
	Iteration 23Q: 3 clusters Score -2712537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2712538.000000 Penalty: 3373.096436
	Iteration 24Q: 3 clusters Score -2712538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2712534.500000 Penalty: 3373.096436
	Iteration 25Q: 3 clusters Score -2712534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2712535.750000 Penalty: 3373.096436
	Iteration 26Q: 3 clusters Score -2712536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2712541.250000 Penalty: 3373.096436
	Iteration 27Q: 3 clusters Score -2712541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2712543.000000 Penalty: 3373.096436
	Iteration 28Q: 3 clusters Score -2712543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2712551.000000 Penalty: 3373.096436
	Iteration 29Q: 3 clusters Score -2712551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2712551.750000 Penalty: 3373.096436
	Iteration 30Q: 3 clusters Score -2712552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2712554.750000 Penalty: 3373.096436
	Iteration 31Q: 3 clusters Score -2712555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2712564.500000 Penalty: 3373.096436
	Iteration 32Q: 3 clusters Score -2712564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2712558.750000 Penalty: 3373.096436
	Iteration 33Q: 3 clusters Score -2712559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2712563.750000 Penalty: 3373.096436
	Iteration 34Q: 3 clusters Score -2712564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2712569.750000 Penalty: 3373.096436
	Iteration 35Q: 3 clusters Score -2712570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2712568.250000 Penalty: 3373.096436
	Iteration 36Q: 3 clusters Score -2712568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2712569.750000 Penalty: 3373.096436
	Iteration 37Q: 3 clusters Score -2712570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2712566.250000 Penalty: 3373.096436
	Iteration 38Q: 3 clusters Score -2712566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2712558.750000 Penalty: 3373.096436
	Iteration 39Q: 3 clusters Score -2712559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2712560.000000 Penalty: 3373.096436
	Iteration 40F: 3 clusters Score -2712560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2712561.250000 Penalty: 3373.096436
	Iteration 41Q: 3 clusters Score -2712561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2712563.500000 Penalty: 3373.096436
	Iteration 42Q: 3 clusters Score -2712564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2712568.250000 Penalty: 3373.096436
	Iteration 43Q: 3 clusters Score -2712568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2712570.500000 Penalty: 3373.096436
	Iteration 44Q: 3 clusters Score -2712570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2712575.250000 Penalty: 3373.096436
	Iteration 45Q: 3 clusters Score -2712575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2712573.500000 Penalty: 3373.096436
	Iteration 46Q: 3 clusters Score -2712574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2712575.750000 Penalty: 3373.096436
	Iteration 47Q: 3 clusters Score -2712576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2712577.250000 Penalty: 3373.096436
	Iteration 48Q: 3 clusters Score -2712577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2712574.500000 Penalty: 3373.096436
	Iteration 49Q: 3 clusters Score -2712574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2712572.750000 Penalty: 3373.096436
	Iteration 50Q: 3 clusters Score -2712573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2712571.750000 Penalty: 3373.096436
	Iteration 51Q: 3 clusters Score -2712572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2712571.500000 Penalty: 3373.096436
	Iteration 52Q: 3 clusters Score -2712572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2712568.250000 Penalty: 3373.096436
	Iteration 53Q: 3 clusters Score -2712568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2712569.750000 Penalty: 3373.096436
	Iteration 54Q: 3 clusters Score -2712570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2712569.750000 Penalty: 3373.096436
	Iteration 55Q: 3 clusters Score -2712570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2712571.750000 Penalty: 3373.096436
	Iteration 56Q: 3 clusters Score -2712572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2712573.750000 Penalty: 3373.096436
	Iteration 57Q: 3 clusters Score -2712574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2712571.500000 Penalty: 3373.096436
	Iteration 58Q: 3 clusters Score -2712572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2712568.750000 Penalty: 3373.096436
	Iteration 59Q: 3 clusters Score -2712569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2712569.500000 Penalty: 3373.096436
	Iteration 60F: 3 clusters Score -2712570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2712568.000000 Penalty: 3373.096436
	Iteration 61Q: 3 clusters Score -2712568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2712567.750000 Penalty: 3373.096436
	Iteration 62Q: 3 clusters Score -2712568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2712566.500000 Penalty: 3373.096436
	Iteration 63Q: 3 clusters Score -2712566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2712566.500000 Penalty: 3373.096436
	Iteration 64F: 3 clusters Score -2712566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Entering Unmasked Estep 
Score: -6945914.500000 Penalty: 1832.679199
	Iteration 0F: 2 clusters Score -6945914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -6893031.500000 Penalty: 3665.358398
	Iteration 0F: 3 clusters Score -6893032 nChanged 37622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6914295.500000 Penalty: 3665.358398
	Iteration 1F: 3 clusters Score -6914296 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -6914704.500000 Penalty: 3665.358398
	Iteration 2Q: 3 clusters Score -6914704 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -6915073.000000 Penalty: 3665.358398
	Iteration 3Q: 3 clusters Score -6915073 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6915427.500000 Penalty: 3665.358398
	Iteration 4Q: 3 clusters Score -6915428 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6915849.000000 Penalty: 3665.358398
	Iteration 5Q: 3 clusters Score -6915849 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -6916513.000000 Penalty: 3665.358398
	Iteration 6Q: 3 clusters Score -6916513 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -6917526.500000 Penalty: 3665.358398
	Iteration 7Q: 3 clusters Score -6917526 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6919310.000000 Penalty: 3665.358398
	Iteration 8Q: 3 clusters Score -6919310 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -6922510.500000 Penalty: 3665.358398
	Iteration 9F: 3 clusters Score -6922510 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -6927589.000000 Penalty: 3665.358398
	Iteration 10F: 3 clusters Score -6927589 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -6933626.000000 Penalty: 3665.358398
	Iteration 11F: 3 clusters Score -6933626 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -6938774.500000 Penalty: 3665.358398
	Iteration 12F: 3 clusters Score -6938774 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -6941828.000000 Penalty: 3665.358398
	Iteration 13Q: 3 clusters Score -6941828 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -6943235.000000 Penalty: 3665.358398
	Iteration 14Q: 3 clusters Score -6943235 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -6943764.500000 Penalty: 3665.358398
	Iteration 15Q: 3 clusters Score -6943764 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -6944021.500000 Penalty: 3665.358398
	Iteration 16Q: 3 clusters Score -6944022 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -6944122.500000 Penalty: 3665.358398
	Iteration 17Q: 3 clusters Score -6944122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -6944207.000000 Penalty: 3665.358398
	Iteration 18Q: 3 clusters Score -6944207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -6944235.000000 Penalty: 3665.358398
	Iteration 19Q: 3 clusters Score -6944235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -6944264.500000 Penalty: 3665.358398
	Iteration 20F: 3 clusters Score -6944264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -6944281.500000 Penalty: 3665.358398
	Iteration 21Q: 3 clusters Score -6944282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -6944289.500000 Penalty: 3665.358398
	Iteration 22Q: 3 clusters Score -6944290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -6944301.000000 Penalty: 3665.358398
	Iteration 23Q: 3 clusters Score -6944301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -6944301.000000 Penalty: 3665.358398
	Iteration 24Q: 3 clusters Score -6944301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -6944307.500000 Penalty: 3665.358398
	Iteration 25Q: 3 clusters Score -6944308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -6944309.500000 Penalty: 3665.358398
	Iteration 26Q: 3 clusters Score -6944310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -6944314.500000 Penalty: 3665.358398
	Iteration 27Q: 3 clusters Score -6944314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -6944328.500000 Penalty: 3665.358398
	Iteration 28Q: 3 clusters Score -6944328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -6944333.500000 Penalty: 3665.358398
	Iteration 29Q: 3 clusters Score -6944334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -6944338.000000 Penalty: 3665.358398
	Iteration 30Q: 3 clusters Score -6944338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -6944348.500000 Penalty: 3665.358398
	Iteration 31Q: 3 clusters Score -6944348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -6944352.000000 Penalty: 3665.358398
	Iteration 32Q: 3 clusters Score -6944352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -6944351.000000 Penalty: 3665.358398
	Iteration 33Q: 3 clusters Score -6944351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -6944351.000000 Penalty: 3665.358398
	Iteration 34F: 3 clusters Score -6944351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Entering Unmasked Estep 
Score: -2860201.500000 Penalty: 1685.534912
	Iteration 0F: 2 clusters Score -2860202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2838660.750000 Penalty: 3371.069824
	Iteration 0F: 3 clusters Score -2838661 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2847133.000000 Penalty: 3371.069824
	Iteration 1F: 3 clusters Score -2847133 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2847750.750000 Penalty: 3371.069824
	Iteration 2Q: 3 clusters Score -2847751 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2848578.500000 Penalty: 3371.069824
	Iteration 3F: 3 clusters Score -2848578 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2849644.750000 Penalty: 3371.069824
	Iteration 4F: 3 clusters Score -2849645 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2851026.500000 Penalty: 3371.069824
	Iteration 5F: 3 clusters Score -2851026 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2852797.250000 Penalty: 3371.069824
	Iteration 6F: 3 clusters Score -2852797 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2854452.500000 Penalty: 3371.069824
	Iteration 7F: 3 clusters Score -2854452 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2855574.250000 Penalty: 3371.069824
	Iteration 8F: 3 clusters Score -2855574 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2856189.000000 Penalty: 3371.069824
	Iteration 9Q: 3 clusters Score -2856189 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2856549.000000 Penalty: 3371.069824
	Iteration 10Q: 3 clusters Score -2856549 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2856785.750000 Penalty: 3371.069824
	Iteration 11Q: 3 clusters Score -2856786 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2856910.750000 Penalty: 3371.069824
	Iteration 12Q: 3 clusters Score -2856911 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2856997.250000 Penalty: 3371.069824
	Iteration 13Q: 3 clusters Score -2856997 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2857072.000000 Penalty: 3371.069824
	Iteration 14Q: 3 clusters Score -2857072 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2857112.500000 Penalty: 3371.069824
	Iteration 15Q: 3 clusters Score -2857112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2857162.750000 Penalty: 3371.069824
	Iteration 16Q: 3 clusters Score -2857163 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2857190.750000 Penalty: 3371.069824
	Iteration 17Q: 3 clusters Score -2857191 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2857208.500000 Penalty: 3371.069824
	Iteration 18Q: 3 clusters Score -2857208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2857232.500000 Penalty: 3371.069824
	Iteration 19Q: 3 clusters Score -2857232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2857242.750000 Penalty: 3371.069824
	Iteration 20F: 3 clusters Score -2857243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2857262.750000 Penalty: 3371.069824
	Iteration 21Q: 3 clusters Score -2857263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2857266.250000 Penalty: 3371.069824
	Iteration 22Q: 3 clusters Score -2857266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2857277.500000 Penalty: 3371.069824
	Iteration 23Q: 3 clusters Score -2857278 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2857287.500000 Penalty: 3371.069824
	Iteration 24Q: 3 clusters Score -2857288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2857291.500000 Penalty: 3371.069824
	Iteration 25Q: 3 clusters Score -2857292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2857299.750000 Penalty: 3371.069824
	Iteration 26Q: 3 clusters Score -2857300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2857299.000000 Penalty: 3371.069824
	Iteration 27Q: 3 clusters Score -2857299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2857306.250000 Penalty: 3371.069824
	Iteration 28Q: 3 clusters Score -2857306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2857300.250000 Penalty: 3371.069824
	Iteration 29Q: 3 clusters Score -2857300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2857307.000000 Penalty: 3371.069824
	Iteration 30Q: 3 clusters Score -2857307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2857314.750000 Penalty: 3371.069824
	Iteration 31Q: 3 clusters Score -2857315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2857316.250000 Penalty: 3371.069824
	Iteration 32Q: 3 clusters Score -2857316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2857317.000000 Penalty: 3371.069824
	Iteration 33Q: 3 clusters Score -2857317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2857308.000000 Penalty: 3371.069824
	Iteration 34Q: 3 clusters Score -2857308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2857314.500000 Penalty: 3371.069824
	Iteration 35Q: 3 clusters Score -2857314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2857313.750000 Penalty: 3371.069824
	Iteration 36Q: 3 clusters Score -2857314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2857311.750000 Penalty: 3371.069824
	Iteration 37Q: 3 clusters Score -2857312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2857315.250000 Penalty: 3371.069824
	Iteration 38Q: 3 clusters Score -2857315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2857316.500000 Penalty: 3371.069824
	Iteration 39Q: 3 clusters Score -2857316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2857319.500000 Penalty: 3371.069824
	Iteration 40F: 3 clusters Score -2857320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2857317.500000 Penalty: 3371.069824
	Iteration 41Q: 3 clusters Score -2857318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2857319.500000 Penalty: 3371.069824
	Iteration 42Q: 3 clusters Score -2857320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2857325.250000 Penalty: 3371.069824
	Iteration 43Q: 3 clusters Score -2857325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2857327.000000 Penalty: 3371.069824
	Iteration 44Q: 3 clusters Score -2857327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2857327.250000 Penalty: 3371.069824
	Iteration 45Q: 3 clusters Score -2857327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2857322.250000 Penalty: 3371.069824
	Iteration 46Q: 3 clusters Score -2857322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2857322.500000 Penalty: 3371.069824
	Iteration 47Q: 3 clusters Score -2857322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2857327.000000 Penalty: 3371.069824
	Iteration 48Q: 3 clusters Score -2857327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2857328.000000 Penalty: 3371.069824
	Iteration 49Q: 3 clusters Score -2857328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2857330.250000 Penalty: 3371.069824
	Iteration 50Q: 3 clusters Score -2857330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2857327.500000 Penalty: 3371.069824
	Iteration 51Q: 3 clusters Score -2857328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2857326.500000 Penalty: 3371.069824
	Iteration 52Q: 3 clusters Score -2857326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2857328.500000 Penalty: 3371.069824
	Iteration 53Q: 3 clusters Score -2857328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2857328.250000 Penalty: 3371.069824
	Iteration 54Q: 3 clusters Score -2857328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2857328.000000 Penalty: 3371.069824
	Iteration 55Q: 3 clusters Score -2857328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2857328.500000 Penalty: 3371.069824
	Iteration 56Q: 3 clusters Score -2857328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2857328.500000 Penalty: 3371.069824
	Iteration 57F: 3 clusters Score -2857328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -303524.531250 Penalty: 1355.440430
	Iteration 0F: 2 clusters Score -303524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -300293.156250 Penalty: 2710.880859
	Iteration 0F: 3 clusters Score -300293.2 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -303479.312500 Penalty: 2710.880859
	Iteration 1F: 3 clusters Score -303479.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306097.843750 Penalty: 2710.880859
	Iteration 2F: 3 clusters Score -306097.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -307129.500000 Penalty: 2710.880859
	Iteration 3F: 3 clusters Score -307129.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -307360.843750 Penalty: 2710.880859
	Iteration 4Q: 3 clusters Score -307360.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -307437.906250 Penalty: 2710.880859
	Iteration 5Q: 3 clusters Score -307437.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -307462.312500 Penalty: 2710.880859
	Iteration 6Q: 3 clusters Score -307462.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307474.218750 Penalty: 2710.880859
	Iteration 7Q: 3 clusters Score -307474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -307483.375000 Penalty: 2710.880859
	Iteration 8Q: 3 clusters Score -307483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -307491.187500 Penalty: 2710.880859
	Iteration 9Q: 3 clusters Score -307491.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -307495.062500 Penalty: 2710.880859
	Iteration 10Q: 3 clusters Score -307495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -307497.656250 Penalty: 2710.880859
	Iteration 11Q: 3 clusters Score -307497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -307499.750000 Penalty: 2710.880859
	Iteration 12Q: 3 clusters Score -307499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -307501.812500 Penalty: 2710.880859
	Iteration 13Q: 3 clusters Score -307501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307504.125000 Penalty: 2710.880859
	Iteration 14Q: 3 clusters Score -307504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307505.343750 Penalty: 2710.880859
	Iteration 15Q: 3 clusters Score -307505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307507.812500 Penalty: 2710.880859
	Iteration 16Q: 3 clusters Score -307507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -307508.312500 Penalty: 2710.880859
	Iteration 17Q: 3 clusters Score -307508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -307509.312500 Penalty: 2710.880859
	Iteration 18Q: 3 clusters Score -307509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -307509.312500 Penalty: 2710.880859
	Iteration 19F: 3 clusters Score -307509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 79460 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1426 members 
Entering Unmasked Estep 
Score: -76252344.000000 Penalty: 60131.101562
Splitting cluster 18 changes total score from -76211624.000000 to -76252344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (35009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Entering Unmasked Estep 
Score: -3047321.000000 Penalty: 1700.296143
	Iteration 0F: 2 clusters Score -3047321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3023910.750000 Penalty: 3400.592285
	Iteration 0F: 3 clusters Score -3023911 nChanged 16259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3032909.750000 Penalty: 3400.592285
	Iteration 1F: 3 clusters Score -3032910 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3033349.000000 Penalty: 3400.592285
	Iteration 2Q: 3 clusters Score -3033349 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3033867.000000 Penalty: 3400.592285
	Iteration 3Q: 3 clusters Score -3033867 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3034599.000000 Penalty: 3400.592285
	Iteration 4Q: 3 clusters Score -3034599 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3035637.750000 Penalty: 3400.592285
	Iteration 5F: 3 clusters Score -3035638 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3036918.750000 Penalty: 3400.592285
	Iteration 6F: 3 clusters Score -3036919 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3038380.000000 Penalty: 3400.592285
	Iteration 7F: 3 clusters Score -3038380 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3039701.000000 Penalty: 3400.592285
	Iteration 8F: 3 clusters Score -3039701 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3040945.000000 Penalty: 3400.592285
	Iteration 9F: 3 clusters Score -3040945 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3041971.000000 Penalty: 3400.592285
	Iteration 10Q: 3 clusters Score -3041971 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3042953.750000 Penalty: 3400.592285
	Iteration 11Q: 3 clusters Score -3042954 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3043876.750000 Penalty: 3400.592285
	Iteration 12Q: 3 clusters Score -3043877 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3044640.750000 Penalty: 3400.592285
	Iteration 13Q: 3 clusters Score -3044641 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3045180.500000 Penalty: 3400.592285
	Iteration 14Q: 3 clusters Score -3045180 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3045481.250000 Penalty: 3400.592285
	Iteration 15Q: 3 clusters Score -3045481 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3045634.250000 Penalty: 3400.592285
	Iteration 16Q: 3 clusters Score -3045634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3045734.500000 Penalty: 3400.592285
	Iteration 17Q: 3 clusters Score -3045734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3045787.250000 Penalty: 3400.592285
	Iteration 18Q: 3 clusters Score -3045787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3045815.250000 Penalty: 3400.592285
	Iteration 19Q: 3 clusters Score -3045815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3045830.750000 Penalty: 3400.592285
	Iteration 20F: 3 clusters Score -3045831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3045846.750000 Penalty: 3400.592285
	Iteration 21Q: 3 clusters Score -3045847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3045857.250000 Penalty: 3400.592285
	Iteration 22Q: 3 clusters Score -3045857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3045867.250000 Penalty: 3400.592285
	Iteration 23Q: 3 clusters Score -3045867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3045872.000000 Penalty: 3400.592285
	Iteration 24Q: 3 clusters Score -3045872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3045870.500000 Penalty: 3400.592285
	Iteration 25Q: 3 clusters Score -3045870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3045874.250000 Penalty: 3400.592285
	Iteration 26Q: 3 clusters Score -3045874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3045876.250000 Penalty: 3400.592285
	Iteration 27Q: 3 clusters Score -3045876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3045879.500000 Penalty: 3400.592285
	Iteration 28Q: 3 clusters Score -3045880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3045879.750000 Penalty: 3400.592285
	Iteration 29Q: 3 clusters Score -3045880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3045879.750000 Penalty: 3400.592285
	Iteration 30F: 3 clusters Score -3045880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -1042606.125000 Penalty: 1527.602417
	Iteration 0F: 2 clusters Score -1042606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1034089.500000 Penalty: 3055.204834
	Iteration 0F: 3 clusters Score -1034090 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1036861.937500 Penalty: 3055.204834
	Iteration 1F: 3 clusters Score -1036862 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1037253.000000 Penalty: 3055.204834
	Iteration 2F: 3 clusters Score -1037253 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1037690.062500 Penalty: 3055.204834
	Iteration 3F: 3 clusters Score -1037690 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1038253.562500 Penalty: 3055.204834
	Iteration 4F: 3 clusters Score -1038254 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1038921.750000 Penalty: 3055.204834
	Iteration 5F: 3 clusters Score -1038922 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1039599.437500 Penalty: 3055.204834
	Iteration 6F: 3 clusters Score -1039599 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1040180.500000 Penalty: 3055.204834
	Iteration 7F: 3 clusters Score -1040180 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1040620.625000 Penalty: 3055.204834
	Iteration 8Q: 3 clusters Score -1040621 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1040887.500000 Penalty: 3055.204834
	Iteration 9Q: 3 clusters Score -1040888 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1041060.750000 Penalty: 3055.204834
	Iteration 10Q: 3 clusters Score -1041061 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1041163.500000 Penalty: 3055.204834
	Iteration 11Q: 3 clusters Score -1041164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1041238.250000 Penalty: 3055.204834
	Iteration 12Q: 3 clusters Score -1041238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1041288.187500 Penalty: 3055.204834
	Iteration 13Q: 3 clusters Score -1041288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1041326.875000 Penalty: 3055.204834
	Iteration 14Q: 3 clusters Score -1041327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1041360.937500 Penalty: 3055.204834
	Iteration 15Q: 3 clusters Score -1041361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1041384.375000 Penalty: 3055.204834
	Iteration 16Q: 3 clusters Score -1041384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1041412.875000 Penalty: 3055.204834
	Iteration 17Q: 3 clusters Score -1041413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1041424.187500 Penalty: 3055.204834
	Iteration 18Q: 3 clusters Score -1041424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1041434.000000 Penalty: 3055.204834
	Iteration 19Q: 3 clusters Score -1041434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1041439.937500 Penalty: 3055.204834
	Iteration 20F: 3 clusters Score -1041440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1041443.187500 Penalty: 3055.204834
	Iteration 21Q: 3 clusters Score -1041443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1041447.187500 Penalty: 3055.204834
	Iteration 22Q: 3 clusters Score -1041447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1041452.312500 Penalty: 3055.204834
	Iteration 23Q: 3 clusters Score -1041452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1041453.687500 Penalty: 3055.204834
	Iteration 24Q: 3 clusters Score -1041454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1041455.187500 Penalty: 3055.204834
	Iteration 25Q: 3 clusters Score -1041455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1041457.250000 Penalty: 3055.204834
	Iteration 26Q: 3 clusters Score -1041457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1041459.375000 Penalty: 3055.204834
	Iteration 27Q: 3 clusters Score -1041459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1041459.812500 Penalty: 3055.204834
	Iteration 28Q: 3 clusters Score -1041460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1041459.625000 Penalty: 3055.204834
	Iteration 29Q: 3 clusters Score -1041460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1041462.625000 Penalty: 3055.204834
	Iteration 30Q: 3 clusters Score -1041463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1041462.250000 Penalty: 3055.204834
	Iteration 31Q: 3 clusters Score -1041462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1041462.250000 Penalty: 3055.204834
	Iteration 32F: 3 clusters Score -1041462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Entering Unmasked Estep 
Score: -609205.625000 Penalty: 1449.888672
	Iteration 0F: 2 clusters Score -609205.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -603640.937500 Penalty: 2899.777344
	Iteration 0F: 3 clusters Score -603640.9 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -605629.687500 Penalty: 2899.777344
	Iteration 1F: 3 clusters Score -605629.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -606047.812500 Penalty: 2899.777344
	Iteration 2F: 3 clusters Score -606047.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -606633.937500 Penalty: 2899.777344
	Iteration 3F: 3 clusters Score -606633.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -607374.312500 Penalty: 2899.777344
	Iteration 4F: 3 clusters Score -607374.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -608168.687500 Penalty: 2899.777344
	Iteration 5F: 3 clusters Score -608168.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -608738.125000 Penalty: 2899.777344
	Iteration 6F: 3 clusters Score -608738.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -609188.562500 Penalty: 2899.777344
	Iteration 7F: 3 clusters Score -609188.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -609665.875000 Penalty: 2899.777344
	Iteration 8Q: 3 clusters Score -609665.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -610039.687500 Penalty: 2899.777344
	Iteration 9Q: 3 clusters Score -610039.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -610237.937500 Penalty: 2899.777344
	Iteration 10Q: 3 clusters Score -610237.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -610304.625000 Penalty: 2899.777344
	Iteration 11Q: 3 clusters Score -610304.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -610339.000000 Penalty: 2899.777344
	Iteration 12Q: 3 clusters Score -610339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -610373.750000 Penalty: 2899.777344
	Iteration 13Q: 3 clusters Score -610373.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -610409.437500 Penalty: 2899.777344
	Iteration 14Q: 3 clusters Score -610409.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -610474.062500 Penalty: 2899.777344
	Iteration 15Q: 3 clusters Score -610474.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -610525.375000 Penalty: 2899.777344
	Iteration 16Q: 3 clusters Score -610525.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -610586.937500 Penalty: 2899.777344
	Iteration 17Q: 3 clusters Score -610586.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -610676.750000 Penalty: 2899.777344
	Iteration 18Q: 3 clusters Score -610676.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -610761.875000 Penalty: 2899.777344
	Iteration 19Q: 3 clusters Score -610761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -610845.125000 Penalty: 2899.777344
	Iteration 20F: 3 clusters Score -610845.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -610891.562500 Penalty: 2899.777344
	Iteration 21Q: 3 clusters Score -610891.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -610920.937500 Penalty: 2899.777344
	Iteration 22Q: 3 clusters Score -610920.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -610947.125000 Penalty: 2899.777344
	Iteration 23Q: 3 clusters Score -610947.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -610970.312500 Penalty: 2899.777344
	Iteration 24Q: 3 clusters Score -610970.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -610999.375000 Penalty: 2899.777344
	Iteration 25Q: 3 clusters Score -610999.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -611036.000000 Penalty: 2899.777344
	Iteration 26Q: 3 clusters Score -611036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -611070.500000 Penalty: 2899.777344
	Iteration 27Q: 3 clusters Score -611070.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -611091.312500 Penalty: 2899.777344
	Iteration 28Q: 3 clusters Score -611091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -611102.437500 Penalty: 2899.777344
	Iteration 29Q: 3 clusters Score -611102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -611104.375000 Penalty: 2899.777344
	Iteration 30Q: 3 clusters Score -611104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -611104.062500 Penalty: 2899.777344
	Iteration 31Q: 3 clusters Score -611104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -611104.062500 Penalty: 2899.777344
	Iteration 32F: 3 clusters Score -611104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Mstep: Class 24 contains 79460 members 
Mstep: Class 25 contains 1351 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 5513 members 
Entering Unmasked Estep 
Score: -76253152.000000 Penalty: 62358.179688
Splitting cluster 21 changes total score from -76211624.000000 to -76253152.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (30884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Entering Unmasked Estep 
Score: -2402852.500000 Penalty: 1679.923950
	Iteration 0F: 2 clusters Score -2402852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2382120.250000 Penalty: 3359.847900
	Iteration 0F: 3 clusters Score -2382120 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2390644.000000 Penalty: 3359.847900
	Iteration 1F: 3 clusters Score -2390644 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2391856.000000 Penalty: 3359.847900
	Iteration 2F: 3 clusters Score -2391856 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2393240.500000 Penalty: 3359.847900
	Iteration 3F: 3 clusters Score -2393240 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2394581.250000 Penalty: 3359.847900
	Iteration 4F: 3 clusters Score -2394581 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2395700.000000 Penalty: 3359.847900
	Iteration 5F: 3 clusters Score -2395700 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2396524.500000 Penalty: 3359.847900
	Iteration 6F: 3 clusters Score -2396524 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2397131.250000 Penalty: 3359.847900
	Iteration 7Q: 3 clusters Score -2397131 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2397586.250000 Penalty: 3359.847900
	Iteration 8Q: 3 clusters Score -2397586 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2397943.000000 Penalty: 3359.847900
	Iteration 9Q: 3 clusters Score -2397943 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2398231.000000 Penalty: 3359.847900
	Iteration 10Q: 3 clusters Score -2398231 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2398420.000000 Penalty: 3359.847900
	Iteration 11Q: 3 clusters Score -2398420 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2398554.750000 Penalty: 3359.847900
	Iteration 12Q: 3 clusters Score -2398555 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2398650.500000 Penalty: 3359.847900
	Iteration 13Q: 3 clusters Score -2398650 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2398733.250000 Penalty: 3359.847900
	Iteration 14Q: 3 clusters Score -2398733 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2398818.000000 Penalty: 3359.847900
	Iteration 15Q: 3 clusters Score -2398818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2398891.750000 Penalty: 3359.847900
	Iteration 16Q: 3 clusters Score -2398892 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2398955.250000 Penalty: 3359.847900
	Iteration 17Q: 3 clusters Score -2398955 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2399015.500000 Penalty: 3359.847900
	Iteration 18Q: 3 clusters Score -2399016 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2399080.000000 Penalty: 3359.847900
	Iteration 19Q: 3 clusters Score -2399080 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2399132.750000 Penalty: 3359.847900
	Iteration 20F: 3 clusters Score -2399133 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2399172.750000 Penalty: 3359.847900
	Iteration 21Q: 3 clusters Score -2399173 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2399244.250000 Penalty: 3359.847900
	Iteration 22Q: 3 clusters Score -2399244 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2399318.250000 Penalty: 3359.847900
	Iteration 23Q: 3 clusters Score -2399318 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2399395.500000 Penalty: 3359.847900
	Iteration 24Q: 3 clusters Score -2399396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2399460.250000 Penalty: 3359.847900
	Iteration 25Q: 3 clusters Score -2399460 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2399537.000000 Penalty: 3359.847900
	Iteration 26Q: 3 clusters Score -2399537 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2399604.500000 Penalty: 3359.847900
	Iteration 27Q: 3 clusters Score -2399604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2399667.000000 Penalty: 3359.847900
	Iteration 28Q: 3 clusters Score -2399667 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2399744.000000 Penalty: 3359.847900
	Iteration 29Q: 3 clusters Score -2399744 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2399827.500000 Penalty: 3359.847900
	Iteration 30Q: 3 clusters Score -2399828 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2399905.500000 Penalty: 3359.847900
	Iteration 31Q: 3 clusters Score -2399906 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2399999.500000 Penalty: 3359.847900
	Iteration 32Q: 3 clusters Score -2400000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2400095.000000 Penalty: 3359.847900
	Iteration 33Q: 3 clusters Score -2400095 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2400180.750000 Penalty: 3359.847900
	Iteration 34Q: 3 clusters Score -2400181 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2400259.000000 Penalty: 3359.847900
	Iteration 35Q: 3 clusters Score -2400259 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2400339.750000 Penalty: 3359.847900
	Iteration 36Q: 3 clusters Score -2400340 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2400428.500000 Penalty: 3359.847900
	Iteration 37Q: 3 clusters Score -2400428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2400526.250000 Penalty: 3359.847900
	Iteration 38Q: 3 clusters Score -2400526 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2400622.750000 Penalty: 3359.847900
	Iteration 39Q: 3 clusters Score -2400623 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2400714.250000 Penalty: 3359.847900
	Iteration 40F: 3 clusters Score -2400714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2400800.750000 Penalty: 3359.847900
	Iteration 41Q: 3 clusters Score -2400801 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2400879.000000 Penalty: 3359.847900
	Iteration 42Q: 3 clusters Score -2400879 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2400965.500000 Penalty: 3359.847900
	Iteration 43Q: 3 clusters Score -2400966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2401053.500000 Penalty: 3359.847900
	Iteration 44Q: 3 clusters Score -2401054 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2401129.000000 Penalty: 3359.847900
	Iteration 45Q: 3 clusters Score -2401129 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2401208.000000 Penalty: 3359.847900
	Iteration 46Q: 3 clusters Score -2401208 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2401282.000000 Penalty: 3359.847900
	Iteration 47Q: 3 clusters Score -2401282 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2401352.750000 Penalty: 3359.847900
	Iteration 48Q: 3 clusters Score -2401353 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2401415.750000 Penalty: 3359.847900
	Iteration 49Q: 3 clusters Score -2401416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2401476.250000 Penalty: 3359.847900
	Iteration 50Q: 3 clusters Score -2401476 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2401554.750000 Penalty: 3359.847900
	Iteration 51Q: 3 clusters Score -2401555 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2401621.750000 Penalty: 3359.847900
	Iteration 52Q: 3 clusters Score -2401622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2401674.750000 Penalty: 3359.847900
	Iteration 53Q: 3 clusters Score -2401675 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2401728.750000 Penalty: 3359.847900
	Iteration 54Q: 3 clusters Score -2401729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2401780.000000 Penalty: 3359.847900
	Iteration 55Q: 3 clusters Score -2401780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2401853.750000 Penalty: 3359.847900
	Iteration 56Q: 3 clusters Score -2401854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2401902.500000 Penalty: 3359.847900
	Iteration 57Q: 3 clusters Score -2401902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2401959.250000 Penalty: 3359.847900
	Iteration 58Q: 3 clusters Score -2401959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2401997.250000 Penalty: 3359.847900
	Iteration 59Q: 3 clusters Score -2401997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2402031.000000 Penalty: 3359.847900
	Iteration 60F: 3 clusters Score -2402031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2402047.750000 Penalty: 3359.847900
	Iteration 61Q: 3 clusters Score -2402048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2402057.000000 Penalty: 3359.847900
	Iteration 62Q: 3 clusters Score -2402057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2402070.250000 Penalty: 3359.847900
	Iteration 63Q: 3 clusters Score -2402070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2402077.750000 Penalty: 3359.847900
	Iteration 64Q: 3 clusters Score -2402078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2402081.750000 Penalty: 3359.847900
	Iteration 65Q: 3 clusters Score -2402082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2402083.250000 Penalty: 3359.847900
	Iteration 66Q: 3 clusters Score -2402083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2402082.250000 Penalty: 3359.847900
	Iteration 67Q: 3 clusters Score -2402082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2402086.250000 Penalty: 3359.847900
	Iteration 68Q: 3 clusters Score -2402086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2402083.750000 Penalty: 3359.847900
	Iteration 69Q: 3 clusters Score -2402084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2402085.500000 Penalty: 3359.847900
	Iteration 70Q: 3 clusters Score -2402086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2402083.000000 Penalty: 3359.847900
	Iteration 71Q: 3 clusters Score -2402083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2402086.250000 Penalty: 3359.847900
	Iteration 72Q: 3 clusters Score -2402086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2402088.750000 Penalty: 3359.847900
	Iteration 73Q: 3 clusters Score -2402089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2402088.500000 Penalty: 3359.847900
	Iteration 74Q: 3 clusters Score -2402088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2402085.000000 Penalty: 3359.847900
	Iteration 75Q: 3 clusters Score -2402085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2402082.750000 Penalty: 3359.847900
	Iteration 76Q: 3 clusters Score -2402083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2402085.250000 Penalty: 3359.847900
	Iteration 77Q: 3 clusters Score -2402085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2402085.750000 Penalty: 3359.847900
	Iteration 78Q: 3 clusters Score -2402086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2402089.000000 Penalty: 3359.847900
	Iteration 79Q: 3 clusters Score -2402089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2402087.750000 Penalty: 3359.847900
	Iteration 80F: 3 clusters Score -2402088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2402090.750000 Penalty: 3359.847900
	Iteration 81Q: 3 clusters Score -2402091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2402089.250000 Penalty: 3359.847900
	Iteration 82Q: 3 clusters Score -2402089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2402092.250000 Penalty: 3359.847900
	Iteration 83Q: 3 clusters Score -2402092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2402092.500000 Penalty: 3359.847900
	Iteration 84Q: 3 clusters Score -2402092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2402094.000000 Penalty: 3359.847900
	Iteration 85Q: 3 clusters Score -2402094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2402095.500000 Penalty: 3359.847900
	Iteration 86Q: 3 clusters Score -2402096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2402092.750000 Penalty: 3359.847900
	Iteration 87Q: 3 clusters Score -2402093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2402094.250000 Penalty: 3359.847900
	Iteration 88Q: 3 clusters Score -2402094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2402094.750000 Penalty: 3359.847900
	Iteration 89Q: 3 clusters Score -2402095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2402096.500000 Penalty: 3359.847900
	Iteration 90Q: 3 clusters Score -2402096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2402098.250000 Penalty: 3359.847900
	Iteration 91Q: 3 clusters Score -2402098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2402101.500000 Penalty: 3359.847900
	Iteration 92Q: 3 clusters Score -2402102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2402102.250000 Penalty: 3359.847900
	Iteration 93Q: 3 clusters Score -2402102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2402102.250000 Penalty: 3359.847900
	Iteration 94F: 3 clusters Score -2402102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Entering Unmasked Estep 
Score: -3157728.500000 Penalty: 1704.520386
	Iteration 0F: 2 clusters Score -3157728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3133710.250000 Penalty: 3409.040771
	Iteration 0F: 3 clusters Score -3133710 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3142887.500000 Penalty: 3409.040771
	Iteration 1F: 3 clusters Score -3142888 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3143381.000000 Penalty: 3409.040771
	Iteration 2Q: 3 clusters Score -3143381 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3143924.750000 Penalty: 3409.040771
	Iteration 3Q: 3 clusters Score -3143925 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3144637.000000 Penalty: 3409.040771
	Iteration 4Q: 3 clusters Score -3144637 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3145515.750000 Penalty: 3409.040771
	Iteration 5F: 3 clusters Score -3145516 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3146720.500000 Penalty: 3409.040771
	Iteration 6F: 3 clusters Score -3146720 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3148256.250000 Penalty: 3409.040771
	Iteration 7F: 3 clusters Score -3148256 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3150111.750000 Penalty: 3409.040771
	Iteration 8F: 3 clusters Score -3150112 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3152110.250000 Penalty: 3409.040771
	Iteration 9F: 3 clusters Score -3152110 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3153722.000000 Penalty: 3409.040771
	Iteration 10Q: 3 clusters Score -3153722 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3154679.500000 Penalty: 3409.040771
	Iteration 11Q: 3 clusters Score -3154680 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3155231.250000 Penalty: 3409.040771
	Iteration 12Q: 3 clusters Score -3155231 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3155590.750000 Penalty: 3409.040771
	Iteration 13Q: 3 clusters Score -3155591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3155832.250000 Penalty: 3409.040771
	Iteration 14Q: 3 clusters Score -3155832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3156022.500000 Penalty: 3409.040771
	Iteration 15Q: 3 clusters Score -3156022 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3156211.750000 Penalty: 3409.040771
	Iteration 16Q: 3 clusters Score -3156212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3156414.500000 Penalty: 3409.040771
	Iteration 17Q: 3 clusters Score -3156414 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3156599.750000 Penalty: 3409.040771
	Iteration 18Q: 3 clusters Score -3156600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3156683.000000 Penalty: 3409.040771
	Iteration 19Q: 3 clusters Score -3156683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3156727.750000 Penalty: 3409.040771
	Iteration 20F: 3 clusters Score -3156728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3156751.500000 Penalty: 3409.040771
	Iteration 21Q: 3 clusters Score -3156752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3156770.750000 Penalty: 3409.040771
	Iteration 22Q: 3 clusters Score -3156771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3156778.750000 Penalty: 3409.040771
	Iteration 23Q: 3 clusters Score -3156779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3156796.750000 Penalty: 3409.040771
	Iteration 24Q: 3 clusters Score -3156797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3156812.250000 Penalty: 3409.040771
	Iteration 25Q: 3 clusters Score -3156812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3156813.250000 Penalty: 3409.040771
	Iteration 26Q: 3 clusters Score -3156813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3156818.750000 Penalty: 3409.040771
	Iteration 27Q: 3 clusters Score -3156819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3156825.500000 Penalty: 3409.040771
	Iteration 28Q: 3 clusters Score -3156826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3156826.750000 Penalty: 3409.040771
	Iteration 29Q: 3 clusters Score -3156827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3156835.250000 Penalty: 3409.040771
	Iteration 30Q: 3 clusters Score -3156835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3156843.000000 Penalty: 3409.040771
	Iteration 31Q: 3 clusters Score -3156843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3156854.000000 Penalty: 3409.040771
	Iteration 32Q: 3 clusters Score -3156854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3156849.250000 Penalty: 3409.040771
	Iteration 33Q: 3 clusters Score -3156849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3156857.250000 Penalty: 3409.040771
	Iteration 34Q: 3 clusters Score -3156857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3156864.000000 Penalty: 3409.040771
	Iteration 35Q: 3 clusters Score -3156864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3156865.000000 Penalty: 3409.040771
	Iteration 36Q: 3 clusters Score -3156865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3156864.500000 Penalty: 3409.040771
	Iteration 37Q: 3 clusters Score -3156864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3156864.250000 Penalty: 3409.040771
	Iteration 38Q: 3 clusters Score -3156864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3156864.500000 Penalty: 3409.040771
	Iteration 39Q: 3 clusters Score -3156864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3156864.500000 Penalty: 3409.040771
	Iteration 40F: 3 clusters Score -3156864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 33444 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 246837 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 149489 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 15 contains 32169 members 
Mstep: Class 16 contains 79065 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 35931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76265048.000000 Penalty: 62358.179688
Iteration 39Q: 29 clusters Score -7.626505e+07 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 33593 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 246736 members 
Mstep: Class 6 contains 19178 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 9 contains 150051 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 7566 members 
Mstep: Class 15 contains 32079 members 
Mstep: Class 16 contains 81610 members 
Mstep: Class 17 contains 31904 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 35012 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 32090 members 
Mstep: Class 23 contains 37000 members 
Mstep: Class 24 contains 76903 members 
Mstep: Class 25 contains 1350 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76276144.000000 Penalty: 62358.179688
Iteration 40F: 29 clusters Score -7.627614e+07 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 13952 members 
Mstep: Class 3 contains 32791 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 5 contains 246602 members 
Mstep: Class 6 contains 19020 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 149482 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 8141 members 
Mstep: Class 15 contains 31444 members 
Mstep: Class 16 contains 82039 members 
Mstep: Class 17 contains 31870 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 34968 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 31634 members 
Mstep: Class 23 contains 37954 members 
Mstep: Class 24 contains 77591 members 
Mstep: Class 25 contains 1419 members 
Mstep: Class 26 contains 3817 members 
Mstep: Class 27 contains 1450 members 
Mstep: Class 28 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280584.000000 Penalty: 62358.179688
Iteration 41Q: 29 clusters Score -7.628058e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 13808 members 
Mstep: Class 3 contains 32264 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 246536 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 17180 members 
Mstep: Class 9 contains 148823 members 
Mstep: Class 10 contains 11488 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 6304 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 82327 members 
Mstep: Class 17 contains 31876 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 34938 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 31450 members 
Mstep: Class 23 contains 38880 members 
Mstep: Class 24 contains 77798 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 5349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282736.000000 Penalty: 62358.179688
Iteration 42Q: 29 clusters Score -7.628274e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 246532 members 
Mstep: Class 6 contains 18729 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 17203 members 
Mstep: Class 9 contains 148074 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 9101 members 
Mstep: Class 15 contains 30367 members 
Mstep: Class 16 contains 82543 members 
Mstep: Class 17 contains 31886 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 34903 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 31376 members 
Mstep: Class 23 contains 39694 members 
Mstep: Class 24 contains 77868 members 
Mstep: Class 25 contains 1485 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76284288.000000 Penalty: 62358.179688
Iteration 43Q: 29 clusters Score -7.628429e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 13580 members 
Mstep: Class 3 contains 31657 members 
Mstep: Class 4 contains 6156 members 
Mstep: Class 5 contains 246519 members 
Mstep: Class 6 contains 18657 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 17239 members 
Mstep: Class 9 contains 147410 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 5735 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 9482 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 16 contains 82689 members 
Mstep: Class 17 contains 31909 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 19 contains 34875 members 
Mstep: Class 20 contains 11868 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 31314 members 
Mstep: Class 23 contains 40394 members 
Mstep: Class 24 contains 77861 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 4480 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 5291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76284624.000000 Penalty: 62358.179688
Iteration 44Q: 29 clusters Score -7.628462e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 31502 members 
Mstep: Class 4 contains 6266 members 
Mstep: Class 5 contains 246517 members 
Mstep: Class 6 contains 18616 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 17251 members 
Mstep: Class 9 contains 146747 members 
Mstep: Class 10 contains 10973 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 5496 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 82766 members 
Mstep: Class 17 contains 31948 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 34851 members 
Mstep: Class 20 contains 11830 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 31287 members 
Mstep: Class 23 contains 40978 members 
Mstep: Class 24 contains 77841 members 
Mstep: Class 25 contains 1500 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76285552.000000 Penalty: 62358.179688
Iteration 45Q: 29 clusters Score -7.628555e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 31417 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 246512 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 17271 members 
Mstep: Class 9 contains 146161 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 5317 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 29228 members 
Mstep: Class 16 contains 82805 members 
Mstep: Class 17 contains 32019 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 34822 members 
Mstep: Class 20 contains 11808 members 
Mstep: Class 21 contains 2030 members 
Mstep: Class 22 contains 31243 members 
Mstep: Class 23 contains 41421 members 
Mstep: Class 24 contains 77796 members 
Mstep: Class 25 contains 1499 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 1848 members 
Mstep: Class 28 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286160.000000 Penalty: 62358.179688
Iteration 46Q: 29 clusters Score -7.628616e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 13372 members 
Mstep: Class 3 contains 31386 members 
Mstep: Class 4 contains 6402 members 
Mstep: Class 5 contains 246517 members 
Mstep: Class 6 contains 18602 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 17286 members 
Mstep: Class 9 contains 145618 members 
Mstep: Class 10 contains 10834 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 10404 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 16 contains 82806 members 
Mstep: Class 17 contains 32061 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 34798 members 
Mstep: Class 20 contains 11786 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 31214 members 
Mstep: Class 23 contains 41796 members 
Mstep: Class 24 contains 77753 members 
Mstep: Class 25 contains 1500 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 5257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286616.000000 Penalty: 62358.179688
Iteration 47Q: 29 clusters Score -7.628662e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 31364 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 246523 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 17298 members 
Mstep: Class 9 contains 145111 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 28641 members 
Mstep: Class 16 contains 82814 members 
Mstep: Class 17 contains 32121 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 34772 members 
Mstep: Class 20 contains 11769 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 31184 members 
Mstep: Class 23 contains 42134 members 
Mstep: Class 24 contains 77705 members 
Mstep: Class 25 contains 1501 members 
Mstep: Class 26 contains 4965 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76286992.000000 Penalty: 62358.179688
Iteration 48Q: 29 clusters Score -7.628699e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 13282 members 
Mstep: Class 3 contains 31344 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 246540 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 17306 members 
Mstep: Class 9 contains 144693 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 28373 members 
Mstep: Class 16 contains 82818 members 
Mstep: Class 17 contains 32159 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 11758 members 
Mstep: Class 21 contains 2040 members 
Mstep: Class 22 contains 31146 members 
Mstep: Class 23 contains 42431 members 
Mstep: Class 24 contains 77669 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 5043 members 
Mstep: Class 27 contains 1930 members 
Mstep: Class 28 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76288248.000000 Penalty: 62358.179688
Iteration 49Q: 29 clusters Score -7.628825e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 13241 members 
Mstep: Class 3 contains 31324 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 246551 members 
Mstep: Class 6 contains 18591 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 17312 members 
Mstep: Class 9 contains 144314 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 15 contains 28117 members 
Mstep: Class 16 contains 82825 members 
Mstep: Class 17 contains 32219 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 34709 members 
Mstep: Class 20 contains 11740 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 31111 members 
Mstep: Class 23 contains 42701 members 
Mstep: Class 24 contains 77650 members 
Mstep: Class 25 contains 1504 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 1972 members 
Mstep: Class 28 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76289528.000000 Penalty: 62358.179688
Iteration 50Q: 29 clusters Score -7.628953e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 31312 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 246564 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 17327 members 
Mstep: Class 9 contains 143977 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 27788 members 
Mstep: Class 16 contains 82817 members 
Mstep: Class 17 contains 32258 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 34693 members 
Mstep: Class 20 contains 11726 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 31063 members 
Mstep: Class 23 contains 42929 members 
Mstep: Class 24 contains 77640 members 
Mstep: Class 25 contains 1504 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 1978 members 
Mstep: Class 28 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290032.000000 Penalty: 62358.179688
Iteration 51Q: 29 clusters Score -7.629003e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 31304 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 246577 members 
Mstep: Class 6 contains 18601 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 17327 members 
Mstep: Class 9 contains 143655 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 4788 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 15 contains 27561 members 
Mstep: Class 16 contains 82826 members 
Mstep: Class 17 contains 32294 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 34688 members 
Mstep: Class 20 contains 11720 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 31015 members 
Mstep: Class 23 contains 43120 members 
Mstep: Class 24 contains 77631 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 1981 members 
Mstep: Class 28 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290088.000000 Penalty: 62358.179688
Iteration 52Q: 29 clusters Score -7.629009e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 31297 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 246577 members 
Mstep: Class 6 contains 18602 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 143375 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 4761 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 11734 members 
Mstep: Class 15 contains 27383 members 
Mstep: Class 16 contains 82825 members 
Mstep: Class 17 contains 32341 members 
Mstep: Class 18 contains 2714 members 
Mstep: Class 19 contains 34667 members 
Mstep: Class 20 contains 11718 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 30976 members 
Mstep: Class 23 contains 43284 members 
Mstep: Class 24 contains 77630 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 26 contains 5184 members 
Mstep: Class 27 contains 1980 members 
Mstep: Class 28 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290224.000000 Penalty: 62358.179688
Iteration 53Q: 29 clusters Score -7.629022e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 13145 members 
Mstep: Class 3 contains 31289 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 246590 members 
Mstep: Class 6 contains 18600 members 
Mstep: Class 7 contains 2394 members 
Mstep: Class 8 contains 17343 members 
Mstep: Class 9 contains 143111 members 
Mstep: Class 10 contains 10523 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 4734 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 27216 members 
Mstep: Class 16 contains 82822 members 
Mstep: Class 17 contains 32381 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 34656 members 
Mstep: Class 20 contains 11715 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 30922 members 
Mstep: Class 23 contains 43439 members 
Mstep: Class 24 contains 77627 members 
Mstep: Class 25 contains 1527 members 
Mstep: Class 26 contains 5206 members 
Mstep: Class 27 contains 1983 members 
Mstep: Class 28 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290144.000000 Penalty: 62358.179688
Iteration 54Q: 29 clusters Score -7.629014e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 13137 members 
Mstep: Class 3 contains 31286 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 246588 members 
Mstep: Class 6 contains 18600 members 
Mstep: Class 7 contains 2410 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 142882 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 4707 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 12006 members 
Mstep: Class 15 contains 27098 members 
Mstep: Class 16 contains 82829 members 
Mstep: Class 17 contains 32422 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 34650 members 
Mstep: Class 20 contains 11714 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 30867 members 
Mstep: Class 23 contains 43573 members 
Mstep: Class 24 contains 77625 members 
Mstep: Class 25 contains 1528 members 
Mstep: Class 26 contains 5222 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 5242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290192.000000 Penalty: 62358.179688
Iteration 55Q: 29 clusters Score -7.629019e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 13128 members 
Mstep: Class 3 contains 31284 members 
Mstep: Class 4 contains 6668 members 
Mstep: Class 5 contains 246592 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 17353 members 
Mstep: Class 9 contains 142666 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 4676 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 12079 members 
Mstep: Class 15 contains 27016 members 
Mstep: Class 16 contains 82838 members 
Mstep: Class 17 contains 32456 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 34632 members 
Mstep: Class 20 contains 11711 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 30822 members 
Mstep: Class 23 contains 43707 members 
Mstep: Class 24 contains 77611 members 
Mstep: Class 25 contains 1527 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 1998 members 
Mstep: Class 28 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290216.000000 Penalty: 62358.179688
Iteration 56Q: 29 clusters Score -7.629022e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 13118 members 
Mstep: Class 3 contains 31283 members 
Mstep: Class 4 contains 6669 members 
Mstep: Class 5 contains 246589 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2448 members 
Mstep: Class 8 contains 17360 members 
Mstep: Class 9 contains 142466 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 4660 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 12129 members 
Mstep: Class 15 contains 26958 members 
Mstep: Class 16 contains 82832 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 34629 members 
Mstep: Class 20 contains 11708 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 30782 members 
Mstep: Class 23 contains 43820 members 
Mstep: Class 24 contains 77607 members 
Mstep: Class 25 contains 1529 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 2009 members 
Mstep: Class 28 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290360.000000 Penalty: 62358.179688
Iteration 57Q: 29 clusters Score -7.629036e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 13109 members 
Mstep: Class 3 contains 31283 members 
Mstep: Class 4 contains 6672 members 
Mstep: Class 5 contains 246582 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 17363 members 
Mstep: Class 9 contains 142258 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 4651 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 82833 members 
Mstep: Class 17 contains 32519 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 34617 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 30753 members 
Mstep: Class 23 contains 43907 members 
Mstep: Class 24 contains 77599 members 
Mstep: Class 25 contains 1527 members 
Mstep: Class 26 contains 5290 members 
Mstep: Class 27 contains 2016 members 
Mstep: Class 28 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290504.000000 Penalty: 62358.179688
Iteration 58Q: 29 clusters Score -7.62905e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 13097 members 
Mstep: Class 3 contains 31277 members 
Mstep: Class 4 contains 6680 members 
Mstep: Class 5 contains 246579 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 17366 members 
Mstep: Class 9 contains 142067 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 15 contains 26864 members 
Mstep: Class 16 contains 82833 members 
Mstep: Class 17 contains 32549 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 34601 members 
Mstep: Class 20 contains 11701 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 30707 members 
Mstep: Class 23 contains 43993 members 
Mstep: Class 24 contains 77594 members 
Mstep: Class 25 contains 1524 members 
Mstep: Class 26 contains 5316 members 
Mstep: Class 27 contains 2028 members 
Mstep: Class 28 contains 5227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290456.000000 Penalty: 62358.179688
Iteration 59Q: 29 clusters Score -7.629046e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 13087 members 
Mstep: Class 3 contains 31271 members 
Mstep: Class 4 contains 6683 members 
Mstep: Class 5 contains 246584 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 17361 members 
Mstep: Class 9 contains 141892 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 4621 members 
Mstep: Class 13 contains 4480 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 15 contains 26831 members 
Mstep: Class 16 contains 82833 members 
Mstep: Class 17 contains 32577 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 34590 members 
Mstep: Class 20 contains 11700 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 30664 members 
Mstep: Class 23 contains 44087 members 
Mstep: Class 24 contains 77580 members 
Mstep: Class 25 contains 1523 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2034 members 
Mstep: Class 28 contains 5221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290688.000000 Penalty: 62358.179688
Iteration 60F: 29 clusters Score -7.629069e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 31266 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 246585 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 17366 members 
Mstep: Class 9 contains 141739 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 1302 members 
Mstep: Class 12 contains 4610 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 12209 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 82821 members 
Mstep: Class 17 contains 32599 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 34571 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 2061 members 
Mstep: Class 22 contains 30616 members 
Mstep: Class 23 contains 44169 members 
Mstep: Class 24 contains 77567 members 
Mstep: Class 25 contains 1525 members 
Mstep: Class 26 contains 5360 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290856.000000 Penalty: 62358.179688
Iteration 61Q: 29 clusters Score -7.629086e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 6576 members 
Mstep: Class 5 contains 246587 members 
Mstep: Class 6 contains 18592 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 17364 members 
Mstep: Class 9 contains 141604 members 
Mstep: Class 10 contains 10432 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 4590 members 
Mstep: Class 13 contains 4492 members 
Mstep: Class 14 contains 12238 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 16 contains 82819 members 
Mstep: Class 17 contains 32626 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 34552 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 30595 members 
Mstep: Class 23 contains 44231 members 
Mstep: Class 24 contains 77548 members 
Mstep: Class 25 contains 1523 members 
Mstep: Class 26 contains 5376 members 
Mstep: Class 27 contains 2238 members 
Mstep: Class 28 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76290992.000000 Penalty: 62358.179688
Iteration 62Q: 29 clusters Score -7.629099e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 13053 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 246599 members 
Mstep: Class 6 contains 18597 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 17361 members 
Mstep: Class 9 contains 141458 members 
Mstep: Class 10 contains 10426 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 12 contains 4572 members 
Mstep: Class 13 contains 4495 members 
Mstep: Class 14 contains 12284 members 
Mstep: Class 15 contains 26664 members 
Mstep: Class 16 contains 82821 members 
Mstep: Class 17 contains 32639 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 34531 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 30560 members 
Mstep: Class 23 contains 44301 members 
Mstep: Class 24 contains 77527 members 
Mstep: Class 25 contains 1524 members 
Mstep: Class 26 contains 5399 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291024.000000 Penalty: 62358.179688
Iteration 63Q: 29 clusters Score -7.629102e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 246605 members 
Mstep: Class 6 contains 18600 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 17362 members 
Mstep: Class 9 contains 141325 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 12 contains 4557 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 12340 members 
Mstep: Class 15 contains 26597 members 
Mstep: Class 16 contains 82819 members 
Mstep: Class 17 contains 32655 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 34514 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 30515 members 
Mstep: Class 23 contains 44362 members 
Mstep: Class 24 contains 77510 members 
Mstep: Class 25 contains 1523 members 
Mstep: Class 26 contains 5420 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291216.000000 Penalty: 62358.179688
Iteration 64Q: 29 clusters Score -7.629122e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 13039 members 
Mstep: Class 3 contains 31263 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 246606 members 
Mstep: Class 6 contains 18597 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 17366 members 
Mstep: Class 9 contains 141203 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1317 members 
Mstep: Class 12 contains 4542 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 15 contains 26537 members 
Mstep: Class 16 contains 82816 members 
Mstep: Class 17 contains 32679 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 30478 members 
Mstep: Class 23 contains 44412 members 
Mstep: Class 24 contains 77487 members 
Mstep: Class 25 contains 1520 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291200.000000 Penalty: 62358.179688
Iteration 65Q: 29 clusters Score -7.62912e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 13030 members 
Mstep: Class 3 contains 31265 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 246604 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 17372 members 
Mstep: Class 9 contains 141100 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 1318 members 
Mstep: Class 12 contains 4523 members 
Mstep: Class 13 contains 4505 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 26483 members 
Mstep: Class 16 contains 82809 members 
Mstep: Class 17 contains 32688 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 34495 members 
Mstep: Class 20 contains 11692 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 30451 members 
Mstep: Class 23 contains 44451 members 
Mstep: Class 24 contains 77466 members 
Mstep: Class 25 contains 1517 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291144.000000 Penalty: 62358.179688
Iteration 66Q: 29 clusters Score -7.629114e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 31268 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 246604 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 17375 members 
Mstep: Class 9 contains 141002 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 4513 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 12481 members 
Mstep: Class 15 contains 26445 members 
Mstep: Class 16 contains 82796 members 
Mstep: Class 17 contains 32700 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 34492 members 
Mstep: Class 20 contains 11688 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 30420 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 77445 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 2356 members 
Mstep: Class 28 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291232.000000 Penalty: 62358.179688
Iteration 67Q: 29 clusters Score -7.629123e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 13012 members 
Mstep: Class 3 contains 31269 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 246602 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 17375 members 
Mstep: Class 9 contains 140939 members 
Mstep: Class 10 contains 10397 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 4503 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 12514 members 
Mstep: Class 15 contains 26410 members 
Mstep: Class 16 contains 82791 members 
Mstep: Class 17 contains 32712 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34491 members 
Mstep: Class 20 contains 11688 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 30380 members 
Mstep: Class 23 contains 44517 members 
Mstep: Class 24 contains 77420 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291224.000000 Penalty: 62358.179688
Iteration 68Q: 29 clusters Score -7.629122e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 13002 members 
Mstep: Class 3 contains 31269 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 246612 members 
Mstep: Class 6 contains 18593 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 17379 members 
Mstep: Class 9 contains 140882 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 26382 members 
Mstep: Class 16 contains 82780 members 
Mstep: Class 17 contains 32719 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34488 members 
Mstep: Class 20 contains 11688 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 30350 members 
Mstep: Class 23 contains 44543 members 
Mstep: Class 24 contains 77386 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291160.000000 Penalty: 62358.179688
Iteration 69Q: 29 clusters Score -7.629116e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 31270 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 246620 members 
Mstep: Class 6 contains 18591 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 17383 members 
Mstep: Class 9 contains 140822 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 26366 members 
Mstep: Class 16 contains 82771 members 
Mstep: Class 17 contains 32731 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34484 members 
Mstep: Class 20 contains 11688 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 30333 members 
Mstep: Class 23 contains 44567 members 
Mstep: Class 24 contains 77355 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291368.000000 Penalty: 62358.179688
Iteration 70Q: 29 clusters Score -7.629137e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 12987 members 
Mstep: Class 3 contains 31269 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 246623 members 
Mstep: Class 6 contains 18591 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 17385 members 
Mstep: Class 9 contains 140760 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 26353 members 
Mstep: Class 16 contains 82767 members 
Mstep: Class 17 contains 32736 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34486 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 30295 members 
Mstep: Class 23 contains 44588 members 
Mstep: Class 24 contains 77329 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291320.000000 Penalty: 62358.179688
Iteration 71Q: 29 clusters Score -7.629132e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 31263 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246619 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 17388 members 
Mstep: Class 9 contains 140688 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 26340 members 
Mstep: Class 16 contains 82767 members 
Mstep: Class 17 contains 32741 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34477 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 44624 members 
Mstep: Class 24 contains 77302 members 
Mstep: Class 25 contains 1510 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 5187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291392.000000 Penalty: 62358.179688
Iteration 72Q: 29 clusters Score -7.629139e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 31263 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 246619 members 
Mstep: Class 6 contains 18589 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140630 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 15 contains 26327 members 
Mstep: Class 16 contains 82761 members 
Mstep: Class 17 contains 32741 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34468 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 30252 members 
Mstep: Class 23 contains 44658 members 
Mstep: Class 24 contains 77250 members 
Mstep: Class 25 contains 1510 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 5185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291392.000000 Penalty: 62358.179688
Iteration 73Q: 29 clusters Score -7.629139e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 31265 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 246616 members 
Mstep: Class 6 contains 18586 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140567 members 
Mstep: Class 10 contains 10369 members 
Mstep: Class 11 contains 1329 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 12606 members 
Mstep: Class 15 contains 26316 members 
Mstep: Class 16 contains 82751 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34457 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 30236 members 
Mstep: Class 23 contains 44679 members 
Mstep: Class 24 contains 77210 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5647 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291344.000000 Penalty: 62358.179688
Iteration 74Q: 29 clusters Score -7.629134e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 31265 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 246617 members 
Mstep: Class 6 contains 18579 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 140510 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 1331 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 82752 members 
Mstep: Class 17 contains 32739 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34452 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 30224 members 
Mstep: Class 23 contains 44704 members 
Mstep: Class 24 contains 77155 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 5667 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291440.000000 Penalty: 62358.179688
Iteration 75Q: 29 clusters Score -7.629144e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 31264 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 246614 members 
Mstep: Class 6 contains 18576 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 17388 members 
Mstep: Class 9 contains 140463 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 1332 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12622 members 
Mstep: Class 15 contains 26299 members 
Mstep: Class 16 contains 82752 members 
Mstep: Class 17 contains 32747 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34444 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 30213 members 
Mstep: Class 23 contains 44723 members 
Mstep: Class 24 contains 77123 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5678 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 5175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291536.000000 Penalty: 62358.179688
Iteration 76Q: 29 clusters Score -7.629154e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 12951 members 
Mstep: Class 3 contains 31264 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 246611 members 
Mstep: Class 6 contains 18574 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 17388 members 
Mstep: Class 9 contains 140420 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12633 members 
Mstep: Class 15 contains 26288 members 
Mstep: Class 16 contains 82760 members 
Mstep: Class 17 contains 32755 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34438 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 30192 members 
Mstep: Class 23 contains 44736 members 
Mstep: Class 24 contains 77097 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5686 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291592.000000 Penalty: 62358.179688
Iteration 77Q: 29 clusters Score -7.629159e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 12949 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246610 members 
Mstep: Class 6 contains 18572 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17387 members 
Mstep: Class 9 contains 140383 members 
Mstep: Class 10 contains 10360 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 26279 members 
Mstep: Class 16 contains 82770 members 
Mstep: Class 17 contains 32761 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34433 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2075 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 44747 members 
Mstep: Class 24 contains 77061 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5698 members 
Mstep: Class 27 contains 2369 members 
Mstep: Class 28 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76291520.000000 Penalty: 62358.179688
Iteration 78Q: 29 clusters Score -7.629152e+07 nChanged 176
Entering ConstructFrom: 
Score: -76291520.000000 Penalty: 62358.179688
Entering ConstructFrom: 
Trying to split cluster 1 (26507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Entering Unmasked Estep 
Score: -2322422.750000 Penalty: 1655.089233
	Iteration 0F: 2 clusters Score -2322423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2304528.000000 Penalty: 3310.178467
	Iteration 0F: 3 clusters Score -2304528 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2311211.750000 Penalty: 3310.178467
	Iteration 1F: 3 clusters Score -2311212 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2311482.750000 Penalty: 3310.178467
	Iteration 2Q: 3 clusters Score -2311483 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2311756.000000 Penalty: 3310.178467
	Iteration 3Q: 3 clusters Score -2311756 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2312077.000000 Penalty: 3310.178467
	Iteration 4Q: 3 clusters Score -2312077 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2312533.500000 Penalty: 3310.178467
	Iteration 5Q: 3 clusters Score -2312534 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2313288.250000 Penalty: 3310.178467
	Iteration 6F: 3 clusters Score -2313288 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2314370.000000 Penalty: 3310.178467
	Iteration 7F: 3 clusters Score -2314370 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2315681.250000 Penalty: 3310.178467
	Iteration 8F: 3 clusters Score -2315681 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2317116.250000 Penalty: 3310.178467
	Iteration 9F: 3 clusters Score -2317116 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2318405.500000 Penalty: 3310.178467
	Iteration 10F: 3 clusters Score -2318406 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2319415.750000 Penalty: 3310.178467
	Iteration 11Q: 3 clusters Score -2319416 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2320072.750000 Penalty: 3310.178467
	Iteration 12Q: 3 clusters Score -2320073 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2320477.000000 Penalty: 3310.178467
	Iteration 13Q: 3 clusters Score -2320477 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2320713.250000 Penalty: 3310.178467
	Iteration 14Q: 3 clusters Score -2320713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2320813.750000 Penalty: 3310.178467
	Iteration 15Q: 3 clusters Score -2320814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2320874.000000 Penalty: 3310.178467
	Iteration 16Q: 3 clusters Score -2320874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2320923.500000 Penalty: 3310.178467
	Iteration 17Q: 3 clusters Score -2320924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2320943.000000 Penalty: 3310.178467
	Iteration 18Q: 3 clusters Score -2320943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2320952.250000 Penalty: 3310.178467
	Iteration 19Q: 3 clusters Score -2320952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2320965.750000 Penalty: 3310.178467
	Iteration 20F: 3 clusters Score -2320966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2320970.250000 Penalty: 3310.178467
	Iteration 21Q: 3 clusters Score -2320970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2320972.250000 Penalty: 3310.178467
	Iteration 22Q: 3 clusters Score -2320972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2320971.000000 Penalty: 3310.178467
	Iteration 23Q: 3 clusters Score -2320971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2320974.000000 Penalty: 3310.178467
	Iteration 24Q: 3 clusters Score -2320974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2320972.000000 Penalty: 3310.178467
	Iteration 25Q: 3 clusters Score -2320972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2320972.750000 Penalty: 3310.178467
	Iteration 26Q: 3 clusters Score -2320973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2320980.250000 Penalty: 3310.178467
	Iteration 27Q: 3 clusters Score -2320980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2320983.500000 Penalty: 3310.178467
	Iteration 28Q: 3 clusters Score -2320984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2320988.000000 Penalty: 3310.178467
	Iteration 29Q: 3 clusters Score -2320988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2320995.000000 Penalty: 3310.178467
	Iteration 30Q: 3 clusters Score -2320995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2320996.500000 Penalty: 3310.178467
	Iteration 31Q: 3 clusters Score -2320996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2320996.500000 Penalty: 3310.178467
	Iteration 32Q: 3 clusters Score -2320996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2320996.500000 Penalty: 3310.178467
	Iteration 33F: 3 clusters Score -2320996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -1162838.500000 Penalty: 1538.638062
	Iteration 0F: 2 clusters Score -1162838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1153809.375000 Penalty: 3077.276123
	Iteration 0F: 3 clusters Score -1153809 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1156827.625000 Penalty: 3077.276123
	Iteration 1F: 3 clusters Score -1156828 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1157102.875000 Penalty: 3077.276123
	Iteration 2F: 3 clusters Score -1157103 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1157349.875000 Penalty: 3077.276123
	Iteration 3Q: 3 clusters Score -1157350 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1157602.625000 Penalty: 3077.276123
	Iteration 4Q: 3 clusters Score -1157603 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1157908.125000 Penalty: 3077.276123
	Iteration 5Q: 3 clusters Score -1157908 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1158270.250000 Penalty: 3077.276123
	Iteration 6F: 3 clusters Score -1158270 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1158695.625000 Penalty: 3077.276123
	Iteration 7F: 3 clusters Score -1158696 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1159176.625000 Penalty: 3077.276123
	Iteration 8F: 3 clusters Score -1159177 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1159675.375000 Penalty: 3077.276123
	Iteration 9F: 3 clusters Score -1159675 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1160156.500000 Penalty: 3077.276123
	Iteration 10Q: 3 clusters Score -1160156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1160573.500000 Penalty: 3077.276123
	Iteration 11Q: 3 clusters Score -1160574 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1160881.875000 Penalty: 3077.276123
	Iteration 12Q: 3 clusters Score -1160882 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1161075.375000 Penalty: 3077.276123
	Iteration 13Q: 3 clusters Score -1161075 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1161185.875000 Penalty: 3077.276123
	Iteration 14Q: 3 clusters Score -1161186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1161262.750000 Penalty: 3077.276123
	Iteration 15Q: 3 clusters Score -1161263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1161320.500000 Penalty: 3077.276123
	Iteration 16Q: 3 clusters Score -1161320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1161355.875000 Penalty: 3077.276123
	Iteration 17Q: 3 clusters Score -1161356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1161382.375000 Penalty: 3077.276123
	Iteration 18Q: 3 clusters Score -1161382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1161402.500000 Penalty: 3077.276123
	Iteration 19Q: 3 clusters Score -1161402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1161423.500000 Penalty: 3077.276123
	Iteration 20F: 3 clusters Score -1161424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1161449.750000 Penalty: 3077.276123
	Iteration 21Q: 3 clusters Score -1161450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1161463.000000 Penalty: 3077.276123
	Iteration 22Q: 3 clusters Score -1161463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1161475.750000 Penalty: 3077.276123
	Iteration 23Q: 3 clusters Score -1161476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1161483.750000 Penalty: 3077.276123
	Iteration 24Q: 3 clusters Score -1161484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1161495.625000 Penalty: 3077.276123
	Iteration 25Q: 3 clusters Score -1161496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1161500.375000 Penalty: 3077.276123
	Iteration 26Q: 3 clusters Score -1161500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1161507.125000 Penalty: 3077.276123
	Iteration 27Q: 3 clusters Score -1161507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1161511.875000 Penalty: 3077.276123
	Iteration 28Q: 3 clusters Score -1161512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1161516.125000 Penalty: 3077.276123
	Iteration 29Q: 3 clusters Score -1161516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1161521.250000 Penalty: 3077.276123
	Iteration 30Q: 3 clusters Score -1161521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1161525.375000 Penalty: 3077.276123
	Iteration 31Q: 3 clusters Score -1161525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1161531.375000 Penalty: 3077.276123
	Iteration 32Q: 3 clusters Score -1161531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1161531.500000 Penalty: 3077.276123
	Iteration 33Q: 3 clusters Score -1161532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1161532.250000 Penalty: 3077.276123
	Iteration 34Q: 3 clusters Score -1161532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1161532.250000 Penalty: 3077.276123
	Iteration 35F: 3 clusters Score -1161532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Entering Unmasked Estep 
Score: -2735278.500000 Penalty: 1681.900757
	Iteration 0F: 2 clusters Score -2735278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2714336.000000 Penalty: 3363.801514
	Iteration 0F: 3 clusters Score -2714336 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2722396.000000 Penalty: 3363.801514
	Iteration 1F: 3 clusters Score -2722396 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2722954.000000 Penalty: 3363.801514
	Iteration 2Q: 3 clusters Score -2722954 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2723711.500000 Penalty: 3363.801514
	Iteration 3F: 3 clusters Score -2723712 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2724729.750000 Penalty: 3363.801514
	Iteration 4F: 3 clusters Score -2724730 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2726143.000000 Penalty: 3363.801514
	Iteration 5F: 3 clusters Score -2726143 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2727880.250000 Penalty: 3363.801514
	Iteration 6F: 3 clusters Score -2727880 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2729622.750000 Penalty: 3363.801514
	Iteration 7F: 3 clusters Score -2729623 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2731156.750000 Penalty: 3363.801514
	Iteration 8F: 3 clusters Score -2731157 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2732315.750000 Penalty: 3363.801514
	Iteration 9Q: 3 clusters Score -2732316 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -2733037.750000 Penalty: 3363.801514
	Iteration 10Q: 3 clusters Score -2733038 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -2733429.500000 Penalty: 3363.801514
	Iteration 11Q: 3 clusters Score -2733430 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -2733607.000000 Penalty: 3363.801514
	Iteration 12Q: 3 clusters Score -2733607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -2733683.250000 Penalty: 3363.801514
	Iteration 13Q: 3 clusters Score -2733683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2733732.000000 Penalty: 3363.801514
	Iteration 14Q: 3 clusters Score -2733732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -2733766.000000 Penalty: 3363.801514
	Iteration 15Q: 3 clusters Score -2733766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -2733795.000000 Penalty: 3363.801514
	Iteration 16Q: 3 clusters Score -2733795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -2733809.500000 Penalty: 3363.801514
	Iteration 17Q: 3 clusters Score -2733810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -2733816.000000 Penalty: 3363.801514
	Iteration 18Q: 3 clusters Score -2733816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2733824.250000 Penalty: 3363.801514
	Iteration 19Q: 3 clusters Score -2733824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -2733829.250000 Penalty: 3363.801514
	Iteration 20F: 3 clusters Score -2733829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -2733832.250000 Penalty: 3363.801514
	Iteration 21Q: 3 clusters Score -2733832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -2733832.250000 Penalty: 3363.801514
	Iteration 22F: 3 clusters Score -2733832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -513937.531250 Penalty: 1426.552979
	Iteration 0F: 2 clusters Score -513937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -508918.281250 Penalty: 2853.105957
	Iteration 0F: 3 clusters Score -508918.3 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -510683.062500 Penalty: 2853.105957
	Iteration 1F: 3 clusters Score -510683.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -511138.875000 Penalty: 2853.105957
	Iteration 2F: 3 clusters Score -511138.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -511602.906250 Penalty: 2853.105957
	Iteration 3F: 3 clusters Score -511602.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -512122.718750 Penalty: 2853.105957
	Iteration 4F: 3 clusters Score -512122.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -512706.906250 Penalty: 2853.105957
	Iteration 5F: 3 clusters Score -512706.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -513247.750000 Penalty: 2853.105957
	Iteration 6F: 3 clusters Score -513247.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -513615.406250 Penalty: 2853.105957
	Iteration 7F: 3 clusters Score -513615.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -513813.281250 Penalty: 2853.105957
	Iteration 8Q: 3 clusters Score -513813.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -513899.125000 Penalty: 2853.105957
	Iteration 9Q: 3 clusters Score -513899.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -513941.968750 Penalty: 2853.105957
	Iteration 10Q: 3 clusters Score -513942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -513952.593750 Penalty: 2853.105957
	Iteration 11Q: 3 clusters Score -513952.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -513959.593750 Penalty: 2853.105957
	Iteration 12Q: 3 clusters Score -513959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -513962.468750 Penalty: 2853.105957
	Iteration 13Q: 3 clusters Score -513962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -513965.906250 Penalty: 2853.105957
	Iteration 14Q: 3 clusters Score -513965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -513966.968750 Penalty: 2853.105957
	Iteration 15Q: 3 clusters Score -513967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -513966.468750 Penalty: 2853.105957
	Iteration 16Q: 3 clusters Score -513966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -513967.937500 Penalty: 2853.105957
	Iteration 17Q: 3 clusters Score -513967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -513967.812500 Penalty: 2853.105957
	Iteration 18Q: 3 clusters Score -513967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -513968.500000 Penalty: 2853.105957
	Iteration 19Q: 3 clusters Score -513968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -513969.312500 Penalty: 2853.105957
	Iteration 20F: 3 clusters Score -513969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -513969.031250 Penalty: 2853.105957
	Iteration 21Q: 3 clusters Score -513969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -513969.062500 Penalty: 2853.105957
	Iteration 22Q: 3 clusters Score -513969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -513969.281250 Penalty: 2853.105957
	Iteration 23Q: 3 clusters Score -513969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -513969.281250 Penalty: 2853.105957
	Iteration 24F: 3 clusters Score -513969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12946 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140338 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 77029 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 3162 members 
Entering Unmasked Estep 
Score: -76290744.000000 Penalty: 64585.257812
Splitting cluster 4 changes total score from -76291520.000000 to -76290744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (246603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246603 members 
Entering Unmasked Estep 
Score: -22228462.000000 Penalty: 2017.524414
	Iteration 0F: 2 clusters Score -2.222846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -22062796.000000 Penalty: 4035.048828
	Iteration 0F: 3 clusters Score -2.20628e+07 nChanged 120222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -22134112.000000 Penalty: 4035.048828
	Iteration 1F: 3 clusters Score -2.213411e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -22135178.000000 Penalty: 4035.048828
	Iteration 2Q: 3 clusters Score -2.213518e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 133305 members 
Entering Unmasked Estep 
Score: -22136460.000000 Penalty: 4035.048828
	Iteration 3Q: 3 clusters Score -2.213646e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -22138460.000000 Penalty: 4035.048828
	Iteration 4Q: 3 clusters Score -2.213846e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -22142498.000000 Penalty: 4035.048828
	Iteration 5Q: 3 clusters Score -2.21425e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -22150498.000000 Penalty: 4035.048828
	Iteration 6F: 3 clusters Score -2.21505e+07 nChanged 18594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 179690 members 
Entering Unmasked Estep 
Score: -22164862.000000 Penalty: 4035.048828
	Iteration 7F: 3 clusters Score -2.216486e+07 nChanged 22153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 201771 members 
Entering Unmasked Estep 
Score: -22185086.000000 Penalty: 4035.048828
	Iteration 8F: 3 clusters Score -2.218509e+07 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 222057 members 
Entering Unmasked Estep 
Score: -22204760.000000 Penalty: 4035.048828
	Iteration 9F: 3 clusters Score -2.220476e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 235386 members 
Entering Unmasked Estep 
Score: -22217794.000000 Penalty: 4035.048828
	Iteration 10F: 3 clusters Score -2.221779e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 241880 members 
Entering Unmasked Estep 
Score: -22223610.000000 Penalty: 4035.048828
	Iteration 11Q: 3 clusters Score -2.222361e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 244384 members 
Entering Unmasked Estep 
Score: -22225634.000000 Penalty: 4035.048828
	Iteration 12Q: 3 clusters Score -2.222563e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 245333 members 
Entering Unmasked Estep 
Score: -22226322.000000 Penalty: 4035.048828
	Iteration 13Q: 3 clusters Score -2.222632e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 245688 members 
Entering Unmasked Estep 
Score: -22226680.000000 Penalty: 4035.048828
	Iteration 14Q: 3 clusters Score -2.222668e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 245844 members 
Entering Unmasked Estep 
Score: -22226850.000000 Penalty: 4035.048828
	Iteration 15Q: 3 clusters Score -2.222685e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 245908 members 
Entering Unmasked Estep 
Score: -22226972.000000 Penalty: 4035.048828
	Iteration 16Q: 3 clusters Score -2.222697e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 245927 members 
Entering Unmasked Estep 
Score: -22227018.000000 Penalty: 4035.048828
	Iteration 17Q: 3 clusters Score -2.222702e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 245934 members 
Entering Unmasked Estep 
Score: -22227046.000000 Penalty: 4035.048828
	Iteration 18Q: 3 clusters Score -2.222705e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 245936 members 
Entering Unmasked Estep 
Score: -22227096.000000 Penalty: 4035.048828
	Iteration 19Q: 3 clusters Score -2.22271e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 245920 members 
Entering Unmasked Estep 
Score: -22227154.000000 Penalty: 4035.048828
	Iteration 20F: 3 clusters Score -2.222715e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 245922 members 
Entering Unmasked Estep 
Score: -22227176.000000 Penalty: 4035.048828
	Iteration 21Q: 3 clusters Score -2.222718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 245919 members 
Entering Unmasked Estep 
Score: -22227188.000000 Penalty: 4035.048828
	Iteration 22Q: 3 clusters Score -2.222719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 245906 members 
Entering Unmasked Estep 
Score: -22227226.000000 Penalty: 4035.048828
	Iteration 23Q: 3 clusters Score -2.222723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 245895 members 
Entering Unmasked Estep 
Score: -22227264.000000 Penalty: 4035.048828
	Iteration 24Q: 3 clusters Score -2.222726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 245883 members 
Entering Unmasked Estep 
Score: -22227284.000000 Penalty: 4035.048828
	Iteration 25Q: 3 clusters Score -2.222728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 245868 members 
Entering Unmasked Estep 
Score: -22227292.000000 Penalty: 4035.048828
	Iteration 26Q: 3 clusters Score -2.222729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 245857 members 
Entering Unmasked Estep 
Score: -22227318.000000 Penalty: 4035.048828
	Iteration 27Q: 3 clusters Score -2.222732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 245842 members 
Entering Unmasked Estep 
Score: -22227336.000000 Penalty: 4035.048828
	Iteration 28Q: 3 clusters Score -2.222734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 245833 members 
Entering Unmasked Estep 
Score: -22227346.000000 Penalty: 4035.048828
	Iteration 29Q: 3 clusters Score -2.222735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 245829 members 
Entering Unmasked Estep 
Score: -22227344.000000 Penalty: 4035.048828
	Iteration 30Q: 3 clusters Score -2.222734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 245824 members 
Entering Unmasked Estep 
Score: -22227354.000000 Penalty: 4035.048828
	Iteration 31Q: 3 clusters Score -2.222735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 245818 members 
Entering Unmasked Estep 
Score: -22227346.000000 Penalty: 4035.048828
	Iteration 32Q: 3 clusters Score -2.222735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 245814 members 
Entering Unmasked Estep 
Score: -22227348.000000 Penalty: 4035.048828
	Iteration 33Q: 3 clusters Score -2.222735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 245806 members 
Entering Unmasked Estep 
Score: -22227376.000000 Penalty: 4035.048828
	Iteration 34Q: 3 clusters Score -2.222738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 245805 members 
Entering Unmasked Estep 
Score: -22227396.000000 Penalty: 4035.048828
	Iteration 35Q: 3 clusters Score -2.22274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 245803 members 
Entering Unmasked Estep 
Score: -22227374.000000 Penalty: 4035.048828
	Iteration 36Q: 3 clusters Score -2.222737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 245801 members 
Entering Unmasked Estep 
Score: -22227382.000000 Penalty: 4035.048828
	Iteration 37Q: 3 clusters Score -2.222738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 245797 members 
Entering Unmasked Estep 
Score: -22227380.000000 Penalty: 4035.048828
	Iteration 38Q: 3 clusters Score -2.222738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 245795 members 
Entering Unmasked Estep 
Score: -22227380.000000 Penalty: 4035.048828
	Iteration 39Q: 3 clusters Score -2.222738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 245792 members 
Entering Unmasked Estep 
Score: -22227382.000000 Penalty: 4035.048828
	Iteration 40F: 3 clusters Score -2.222738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 245793 members 
Entering Unmasked Estep 
Score: -22227406.000000 Penalty: 4035.048828
	Iteration 41Q: 3 clusters Score -2.222741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 245792 members 
Entering Unmasked Estep 
Score: -22227404.000000 Penalty: 4035.048828
	Iteration 42Q: 3 clusters Score -2.22274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 245790 members 
Entering Unmasked Estep 
Score: -22227406.000000 Penalty: 4035.048828
	Iteration 43Q: 3 clusters Score -2.222741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 245791 members 
Entering Unmasked Estep 
Score: -22227402.000000 Penalty: 4035.048828
	Iteration 44Q: 3 clusters Score -2.22274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 245789 members 
Entering Unmasked Estep 
Score: -22227416.000000 Penalty: 4035.048828
	Iteration 45Q: 3 clusters Score -2.222742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 245790 members 
Entering Unmasked Estep 
Score: -22227412.000000 Penalty: 4035.048828
	Iteration 46Q: 3 clusters Score -2.222741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 245790 members 
Entering Unmasked Estep 
Score: -22227412.000000 Penalty: 4035.048828
	Iteration 47F: 3 clusters Score -2.222741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Entering Unmasked Estep 
Score: -1606926.750000 Penalty: 1597.270386
	Iteration 0F: 2 clusters Score -1606927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1594206.250000 Penalty: 3194.540771
	Iteration 0F: 3 clusters Score -1594206 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1598831.500000 Penalty: 3194.540771
	Iteration 1F: 3 clusters Score -1598832 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1599225.500000 Penalty: 3194.540771
	Iteration 2F: 3 clusters Score -1599226 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1599627.000000 Penalty: 3194.540771
	Iteration 3F: 3 clusters Score -1599627 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1600020.625000 Penalty: 3194.540771
	Iteration 4F: 3 clusters Score -1600021 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1600429.875000 Penalty: 3194.540771
	Iteration 5Q: 3 clusters Score -1600430 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1600971.125000 Penalty: 3194.540771
	Iteration 6F: 3 clusters Score -1600971 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1601748.375000 Penalty: 3194.540771
	Iteration 7F: 3 clusters Score -1601748 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1602660.250000 Penalty: 3194.540771
	Iteration 8F: 3 clusters Score -1602660 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1603568.375000 Penalty: 3194.540771
	Iteration 9F: 3 clusters Score -1603568 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1604237.250000 Penalty: 3194.540771
	Iteration 10Q: 3 clusters Score -1604237 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1604668.000000 Penalty: 3194.540771
	Iteration 11Q: 3 clusters Score -1604668 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1604941.625000 Penalty: 3194.540771
	Iteration 12Q: 3 clusters Score -1604942 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1605114.875000 Penalty: 3194.540771
	Iteration 13Q: 3 clusters Score -1605115 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1605236.375000 Penalty: 3194.540771
	Iteration 14Q: 3 clusters Score -1605236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1605333.375000 Penalty: 3194.540771
	Iteration 15Q: 3 clusters Score -1605333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1605413.125000 Penalty: 3194.540771
	Iteration 16Q: 3 clusters Score -1605413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1605471.625000 Penalty: 3194.540771
	Iteration 17Q: 3 clusters Score -1605472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1605512.750000 Penalty: 3194.540771
	Iteration 18Q: 3 clusters Score -1605513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1605547.625000 Penalty: 3194.540771
	Iteration 19Q: 3 clusters Score -1605548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1605567.125000 Penalty: 3194.540771
	Iteration 20F: 3 clusters Score -1605567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1605578.625000 Penalty: 3194.540771
	Iteration 21Q: 3 clusters Score -1605579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1605590.625000 Penalty: 3194.540771
	Iteration 22Q: 3 clusters Score -1605591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1605600.000000 Penalty: 3194.540771
	Iteration 23Q: 3 clusters Score -1605600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1605603.500000 Penalty: 3194.540771
	Iteration 24Q: 3 clusters Score -1605604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1605611.000000 Penalty: 3194.540771
	Iteration 25Q: 3 clusters Score -1605611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1605615.750000 Penalty: 3194.540771
	Iteration 26Q: 3 clusters Score -1605616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1605620.625000 Penalty: 3194.540771
	Iteration 27Q: 3 clusters Score -1605621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1605625.125000 Penalty: 3194.540771
	Iteration 28Q: 3 clusters Score -1605625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1605627.125000 Penalty: 3194.540771
	Iteration 29Q: 3 clusters Score -1605627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1605628.250000 Penalty: 3194.540771
	Iteration 30Q: 3 clusters Score -1605628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1605631.500000 Penalty: 3194.540771
	Iteration 31Q: 3 clusters Score -1605632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1605634.625000 Penalty: 3194.540771
	Iteration 32Q: 3 clusters Score -1605635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1605637.875000 Penalty: 3194.540771
	Iteration 33Q: 3 clusters Score -1605638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1605639.500000 Penalty: 3194.540771
	Iteration 34Q: 3 clusters Score -1605640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1605639.000000 Penalty: 3194.540771
	Iteration 35Q: 3 clusters Score -1605639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1605639.750000 Penalty: 3194.540771
	Iteration 36Q: 3 clusters Score -1605640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1605640.750000 Penalty: 3194.540771
	Iteration 37Q: 3 clusters Score -1605641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1605643.750000 Penalty: 3194.540771
	Iteration 38Q: 3 clusters Score -1605644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1605645.375000 Penalty: 3194.540771
	Iteration 39Q: 3 clusters Score -1605645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1605647.000000 Penalty: 3194.540771
	Iteration 40F: 3 clusters Score -1605647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1605648.250000 Penalty: 3194.540771
	Iteration 41Q: 3 clusters Score -1605648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1605647.500000 Penalty: 3194.540771
	Iteration 42Q: 3 clusters Score -1605648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1605647.500000 Penalty: 3194.540771
	Iteration 43F: 3 clusters Score -1605648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -224108.609375 Penalty: 1288.014282
	Iteration 0F: 2 clusters Score -224108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -221572.109375 Penalty: 2576.028564
	Iteration 0F: 3 clusters Score -221572.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -222217.375000 Penalty: 2576.028564
	Iteration 1F: 3 clusters Score -222217.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -222388.796875 Penalty: 2576.028564
	Iteration 2F: 3 clusters Score -222388.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -222498.640625 Penalty: 2576.028564
	Iteration 3F: 3 clusters Score -222498.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -222584.812500 Penalty: 2576.028564
	Iteration 4Q: 3 clusters Score -222584.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -222665.390625 Penalty: 2576.028564
	Iteration 5Q: 3 clusters Score -222665.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -222728.296875 Penalty: 2576.028564
	Iteration 6Q: 3 clusters Score -222728.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -222780.609375 Penalty: 2576.028564
	Iteration 7Q: 3 clusters Score -222780.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -222810.921875 Penalty: 2576.028564
	Iteration 8Q: 3 clusters Score -222810.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -222837.796875 Penalty: 2576.028564
	Iteration 9Q: 3 clusters Score -222837.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -222863.250000 Penalty: 2576.028564
	Iteration 10Q: 3 clusters Score -222863.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -222884.265625 Penalty: 2576.028564
	Iteration 11Q: 3 clusters Score -222884.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -222905.250000 Penalty: 2576.028564
	Iteration 12Q: 3 clusters Score -222905.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -222921.890625 Penalty: 2576.028564
	Iteration 13Q: 3 clusters Score -222921.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -222941.687500 Penalty: 2576.028564
	Iteration 14Q: 3 clusters Score -222941.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -222959.796875 Penalty: 2576.028564
	Iteration 15Q: 3 clusters Score -222959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -222975.843750 Penalty: 2576.028564
	Iteration 16Q: 3 clusters Score -222975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -222989.140625 Penalty: 2576.028564
	Iteration 17Q: 3 clusters Score -222989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -222996.031250 Penalty: 2576.028564
	Iteration 18Q: 3 clusters Score -222996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -223002.468750 Penalty: 2576.028564
	Iteration 19Q: 3 clusters Score -223002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -223008.890625 Penalty: 2576.028564
	Iteration 20F: 3 clusters Score -223008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -223014.078125 Penalty: 2576.028564
	Iteration 21Q: 3 clusters Score -223014.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -223021.812500 Penalty: 2576.028564
	Iteration 22Q: 3 clusters Score -223021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -223028.093750 Penalty: 2576.028564
	Iteration 23Q: 3 clusters Score -223028.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -223036.421875 Penalty: 2576.028564
	Iteration 24Q: 3 clusters Score -223036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -223040.625000 Penalty: 2576.028564
	Iteration 25Q: 3 clusters Score -223040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -223043.781250 Penalty: 2576.028564
	Iteration 26Q: 3 clusters Score -223043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -223049.156250 Penalty: 2576.028564
	Iteration 27Q: 3 clusters Score -223049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -223052.843750 Penalty: 2576.028564
	Iteration 28Q: 3 clusters Score -223052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -223055.703125 Penalty: 2576.028564
	Iteration 29Q: 3 clusters Score -223055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -223060.218750 Penalty: 2576.028564
	Iteration 30Q: 3 clusters Score -223060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -223064.921875 Penalty: 2576.028564
	Iteration 31Q: 3 clusters Score -223064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -223070.171875 Penalty: 2576.028564
	Iteration 32Q: 3 clusters Score -223070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -223074.250000 Penalty: 2576.028564
	Iteration 33Q: 3 clusters Score -223074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -223076.906250 Penalty: 2576.028564
	Iteration 34Q: 3 clusters Score -223076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -223078.000000 Penalty: 2576.028564
	Iteration 35Q: 3 clusters Score -223078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -223078.843750 Penalty: 2576.028564
	Iteration 36Q: 3 clusters Score -223078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -223079.421875 Penalty: 2576.028564
	Iteration 37Q: 3 clusters Score -223079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -223079.968750 Penalty: 2576.028564
	Iteration 38Q: 3 clusters Score -223080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -223079.968750 Penalty: 2576.028564
	Iteration 39F: 3 clusters Score -223080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Entering Unmasked Estep 
Score: -1463589.375000 Penalty: 1586.593262
	Iteration 0F: 2 clusters Score -1463589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1451624.375000 Penalty: 3173.186523
	Iteration 0F: 3 clusters Score -1451624 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1456498.625000 Penalty: 3173.186523
	Iteration 1F: 3 clusters Score -1456499 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1457495.125000 Penalty: 3173.186523
	Iteration 2F: 3 clusters Score -1457495 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1458684.750000 Penalty: 3173.186523
	Iteration 3F: 3 clusters Score -1458685 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1459972.625000 Penalty: 3173.186523
	Iteration 4F: 3 clusters Score -1459973 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1460947.125000 Penalty: 3173.186523
	Iteration 5F: 3 clusters Score -1460947 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1461538.000000 Penalty: 3173.186523
	Iteration 6F: 3 clusters Score -1461538 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1461817.000000 Penalty: 3173.186523
	Iteration 7Q: 3 clusters Score -1461817 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1461942.000000 Penalty: 3173.186523
	Iteration 8Q: 3 clusters Score -1461942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1461995.000000 Penalty: 3173.186523
	Iteration 9Q: 3 clusters Score -1461995 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1462040.125000 Penalty: 3173.186523
	Iteration 10Q: 3 clusters Score -1462040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1462069.500000 Penalty: 3173.186523
	Iteration 11Q: 3 clusters Score -1462070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1462097.625000 Penalty: 3173.186523
	Iteration 12Q: 3 clusters Score -1462098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1462114.250000 Penalty: 3173.186523
	Iteration 13Q: 3 clusters Score -1462114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1462132.250000 Penalty: 3173.186523
	Iteration 14Q: 3 clusters Score -1462132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1462141.500000 Penalty: 3173.186523
	Iteration 15Q: 3 clusters Score -1462142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1462149.375000 Penalty: 3173.186523
	Iteration 16Q: 3 clusters Score -1462149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1462153.500000 Penalty: 3173.186523
	Iteration 17Q: 3 clusters Score -1462154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1462155.875000 Penalty: 3173.186523
	Iteration 18Q: 3 clusters Score -1462156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1462160.375000 Penalty: 3173.186523
	Iteration 19Q: 3 clusters Score -1462160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1462163.000000 Penalty: 3173.186523
	Iteration 20F: 3 clusters Score -1462163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1462163.000000 Penalty: 3173.186523
	Iteration 21Q: 3 clusters Score -1462163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1462161.000000 Penalty: 3173.186523
	Iteration 22Q: 3 clusters Score -1462161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1462162.125000 Penalty: 3173.186523
	Iteration 23Q: 3 clusters Score -1462162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1462164.625000 Penalty: 3173.186523
	Iteration 24Q: 3 clusters Score -1462165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1462165.625000 Penalty: 3173.186523
	Iteration 25Q: 3 clusters Score -1462166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1462164.750000 Penalty: 3173.186523
	Iteration 26Q: 3 clusters Score -1462165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1462164.375000 Penalty: 3173.186523
	Iteration 27Q: 3 clusters Score -1462164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1462165.250000 Penalty: 3173.186523
	Iteration 28Q: 3 clusters Score -1462165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1462166.250000 Penalty: 3173.186523
	Iteration 29Q: 3 clusters Score -1462166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1462166.875000 Penalty: 3173.186523
	Iteration 30Q: 3 clusters Score -1462167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1462173.000000 Penalty: 3173.186523
	Iteration 31Q: 3 clusters Score -1462173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1462169.875000 Penalty: 3173.186523
	Iteration 32Q: 3 clusters Score -1462170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1462171.000000 Penalty: 3173.186523
	Iteration 33Q: 3 clusters Score -1462171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1462168.250000 Penalty: 3173.186523
	Iteration 34Q: 3 clusters Score -1462168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1462171.250000 Penalty: 3173.186523
	Iteration 35Q: 3 clusters Score -1462171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1462171.125000 Penalty: 3173.186523
	Iteration 36Q: 3 clusters Score -1462171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1462169.875000 Penalty: 3173.186523
	Iteration 37Q: 3 clusters Score -1462170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1462170.125000 Penalty: 3173.186523
	Iteration 38Q: 3 clusters Score -1462170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1462171.250000 Penalty: 3173.186523
	Iteration 39Q: 3 clusters Score -1462171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1462171.250000 Penalty: 3173.186523
	Iteration 40F: 3 clusters Score -1462171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (140338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Entering Unmasked Estep 
Score: -12397402.000000 Penalty: 1925.919067
	Iteration 0F: 2 clusters Score -1.23974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -12303136.000000 Penalty: 3851.838135
	Iteration 0F: 3 clusters Score -1.230314e+07 nChanged 67744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -12342683.000000 Penalty: 3851.838135
	Iteration 1F: 3 clusters Score -1.234268e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -12344038.000000 Penalty: 3851.838135
	Iteration 2Q: 3 clusters Score -1.234404e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -12345988.000000 Penalty: 3851.838135
	Iteration 3Q: 3 clusters Score -1.234599e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -12349458.000000 Penalty: 3851.838135
	Iteration 4F: 3 clusters Score -1.234946e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -12355237.000000 Penalty: 3851.838135
	Iteration 5F: 3 clusters Score -1.235524e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -12363925.000000 Penalty: 3851.838135
	Iteration 6F: 3 clusters Score -1.236392e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -12374490.000000 Penalty: 3851.838135
	Iteration 7F: 3 clusters Score -1.237449e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -12384017.000000 Penalty: 3851.838135
	Iteration 8F: 3 clusters Score -1.238402e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -12390167.000000 Penalty: 3851.838135
	Iteration 9Q: 3 clusters Score -1.239017e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -12393351.000000 Penalty: 3851.838135
	Iteration 10Q: 3 clusters Score -1.239335e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137316 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -12395053.000000 Penalty: 3851.838135
	Iteration 11Q: 3 clusters Score -1.239505e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12395834.000000 Penalty: 3851.838135
	Iteration 12Q: 3 clusters Score -1.239583e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138622 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -12396261.000000 Penalty: 3851.838135
	Iteration 13Q: 3 clusters Score -1.239626e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12396629.000000 Penalty: 3851.838135
	Iteration 14Q: 3 clusters Score -1.239663e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -12396858.000000 Penalty: 3851.838135
	Iteration 15Q: 3 clusters Score -1.239686e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12396943.000000 Penalty: 3851.838135
	Iteration 16Q: 3 clusters Score -1.239694e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12397011.000000 Penalty: 3851.838135
	Iteration 17Q: 3 clusters Score -1.239701e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12397037.000000 Penalty: 3851.838135
	Iteration 18Q: 3 clusters Score -1.239704e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138927 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12397070.000000 Penalty: 3851.838135
	Iteration 19Q: 3 clusters Score -1.239707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12397115.000000 Penalty: 3851.838135
	Iteration 20F: 3 clusters Score -1.239712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12397164.000000 Penalty: 3851.838135
	Iteration 21Q: 3 clusters Score -1.239716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138989 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12397181.000000 Penalty: 3851.838135
	Iteration 22Q: 3 clusters Score -1.239718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12397196.000000 Penalty: 3851.838135
	Iteration 23Q: 3 clusters Score -1.23972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12397204.000000 Penalty: 3851.838135
	Iteration 24Q: 3 clusters Score -1.23972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139028 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -12397211.000000 Penalty: 3851.838135
	Iteration 25Q: 3 clusters Score -1.239721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12397217.000000 Penalty: 3851.838135
	Iteration 26Q: 3 clusters Score -1.239722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139044 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12397223.000000 Penalty: 3851.838135
	Iteration 27Q: 3 clusters Score -1.239722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12397227.000000 Penalty: 3851.838135
	Iteration 28Q: 3 clusters Score -1.239723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12397236.000000 Penalty: 3851.838135
	Iteration 29Q: 3 clusters Score -1.239724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12397240.000000 Penalty: 3851.838135
	Iteration 30Q: 3 clusters Score -1.239724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12397251.000000 Penalty: 3851.838135
	Iteration 31Q: 3 clusters Score -1.239725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139060 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12397246.000000 Penalty: 3851.838135
	Iteration 32Q: 3 clusters Score -1.239725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139060 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12397246.000000 Penalty: 3851.838135
	Iteration 33F: 3 clusters Score -1.239725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Entering Unmasked Estep 
Score: -907964.875000 Penalty: 1502.396118
	Iteration 0F: 2 clusters Score -907964.9 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 5141 members 
Entering Unmasked Estep 
Score: -900527.187500 Penalty: 3004.792236
	Iteration 0F: 3 clusters Score -900527.2 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -902946.187500 Penalty: 3004.792236
	Iteration 1F: 3 clusters Score -902946.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -903253.875000 Penalty: 3004.792236
	Iteration 2F: 3 clusters Score -903253.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -903559.000000 Penalty: 3004.792236
	Iteration 3F: 3 clusters Score -903559 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -903869.937500 Penalty: 3004.792236
	Iteration 4F: 3 clusters Score -903869.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -904244.250000 Penalty: 3004.792236
	Iteration 5F: 3 clusters Score -904244.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -904651.750000 Penalty: 3004.792236
	Iteration 6F: 3 clusters Score -904651.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -905009.500000 Penalty: 3004.792236
	Iteration 7F: 3 clusters Score -905009.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -905342.250000 Penalty: 3004.792236
	Iteration 8Q: 3 clusters Score -905342.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -905748.875000 Penalty: 3004.792236
	Iteration 9Q: 3 clusters Score -905748.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -906191.250000 Penalty: 3004.792236
	Iteration 10Q: 3 clusters Score -906191.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -906498.500000 Penalty: 3004.792236
	Iteration 11Q: 3 clusters Score -906498.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -906612.750000 Penalty: 3004.792236
	Iteration 12Q: 3 clusters Score -906612.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -906670.500000 Penalty: 3004.792236
	Iteration 13Q: 3 clusters Score -906670.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -906701.125000 Penalty: 3004.792236
	Iteration 14Q: 3 clusters Score -906701.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -906722.125000 Penalty: 3004.792236
	Iteration 15Q: 3 clusters Score -906722.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -906744.937500 Penalty: 3004.792236
	Iteration 16Q: 3 clusters Score -906744.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -906759.312500 Penalty: 3004.792236
	Iteration 17Q: 3 clusters Score -906759.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -906777.000000 Penalty: 3004.792236
	Iteration 18Q: 3 clusters Score -906777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -906788.250000 Penalty: 3004.792236
	Iteration 19Q: 3 clusters Score -906788.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -906798.750000 Penalty: 3004.792236
	Iteration 20F: 3 clusters Score -906798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -906801.937500 Penalty: 3004.792236
	Iteration 21Q: 3 clusters Score -906801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -906803.750000 Penalty: 3004.792236
	Iteration 22Q: 3 clusters Score -906803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -906804.812500 Penalty: 3004.792236
	Iteration 23Q: 3 clusters Score -906804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -906806.562500 Penalty: 3004.792236
	Iteration 24Q: 3 clusters Score -906806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -906807.562500 Penalty: 3004.792236
	Iteration 25Q: 3 clusters Score -906807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -906809.312500 Penalty: 3004.792236
	Iteration 26Q: 3 clusters Score -906809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -906811.125000 Penalty: 3004.792236
	Iteration 27Q: 3 clusters Score -906811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -906811.125000 Penalty: 3004.792236
	Iteration 28Q: 3 clusters Score -906811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -906812.875000 Penalty: 3004.792236
	Iteration 29Q: 3 clusters Score -906812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -906812.562500 Penalty: 3004.792236
	Iteration 30Q: 3 clusters Score -906812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -906815.937500 Penalty: 3004.792236
	Iteration 31Q: 3 clusters Score -906815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -906815.812500 Penalty: 3004.792236
	Iteration 32Q: 3 clusters Score -906815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -906816.687500 Penalty: 3004.792236
	Iteration 33Q: 3 clusters Score -906816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -906816.750000 Penalty: 3004.792236
	Iteration 34Q: 3 clusters Score -906816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -906816.125000 Penalty: 3004.792236
	Iteration 35Q: 3 clusters Score -906816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -906816.062500 Penalty: 3004.792236
	Iteration 36Q: 3 clusters Score -906816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -906817.312500 Penalty: 3004.792236
	Iteration 37Q: 3 clusters Score -906817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -906817.062500 Penalty: 3004.792236
	Iteration 38Q: 3 clusters Score -906817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -906817.500000 Penalty: 3004.792236
	Iteration 39Q: 3 clusters Score -906817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -906818.375000 Penalty: 3004.792236
	Iteration 40F: 3 clusters Score -906818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -906817.937500 Penalty: 3004.792236
	Iteration 41Q: 3 clusters Score -906817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -906818.312500 Penalty: 3004.792236
	Iteration 42Q: 3 clusters Score -906818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -906819.562500 Penalty: 3004.792236
	Iteration 43Q: 3 clusters Score -906819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -906818.937500 Penalty: 3004.792236
	Iteration 44Q: 3 clusters Score -906818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -906821.937500 Penalty: 3004.792236
	Iteration 45Q: 3 clusters Score -906821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -906821.187500 Penalty: 3004.792236
	Iteration 46Q: 3 clusters Score -906821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -906821.187500 Penalty: 3004.792236
	Iteration 47F: 3 clusters Score -906821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -103293.820312 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -103293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101643.250000 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -101643.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -101963.914062 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -101963.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102112.414062 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -102112.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102237.976562 Penalty: 2339.895508
	Iteration 3F: 3 clusters Score -102238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102366.242188 Penalty: 2339.895508
	Iteration 4F: 3 clusters Score -102366.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102459.734375 Penalty: 2339.895508
	Iteration 5F: 3 clusters Score -102459.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102526.507812 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -102526.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102576.148438 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -102576.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102611.460938 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -102611.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102631.281250 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -102631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102648.640625 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -102648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102658.359375 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -102658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102664.390625 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -102664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102670.843750 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -102670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102674.453125 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -102674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102678.390625 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -102678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102679.445312 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -102679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102679.781250 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -102679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102680.257812 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -102680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102680.257812 Penalty: 2339.895508
	Iteration 19F: 3 clusters Score -102680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -377877.718750 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -377877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -374188.750000 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -374188.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -375277.187500 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -375277.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -375493.250000 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -375493.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -375670.812500 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -375670.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -375843.468750 Penalty: 2730.141113
	Iteration 4F: 3 clusters Score -375843.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -375984.031250 Penalty: 2730.141113
	Iteration 5Q: 3 clusters Score -375984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -376118.781250 Penalty: 2730.141113
	Iteration 6Q: 3 clusters Score -376118.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -376270.375000 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -376270.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -376403.250000 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -376403.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376519.406250 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -376519.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376594.437500 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -376594.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376693.187500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -376693.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -376785.687500 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -376785.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376850.218750 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -376850.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376898.437500 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -376898.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376921.062500 Penalty: 2730.141113
	Iteration 15Q: 3 clusters Score -376921.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -376942.625000 Penalty: 2730.141113
	Iteration 16Q: 3 clusters Score -376942.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376965.718750 Penalty: 2730.141113
	Iteration 17Q: 3 clusters Score -376965.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -376983.875000 Penalty: 2730.141113
	Iteration 18Q: 3 clusters Score -376983.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -377012.625000 Penalty: 2730.141113
	Iteration 19Q: 3 clusters Score -377012.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -377042.031250 Penalty: 2730.141113
	Iteration 20F: 3 clusters Score -377042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -377064.875000 Penalty: 2730.141113
	Iteration 21Q: 3 clusters Score -377064.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -377080.937500 Penalty: 2730.141113
	Iteration 22Q: 3 clusters Score -377080.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -377093.906250 Penalty: 2730.141113
	Iteration 23Q: 3 clusters Score -377093.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -377102.812500 Penalty: 2730.141113
	Iteration 24Q: 3 clusters Score -377102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -377109.593750 Penalty: 2730.141113
	Iteration 25Q: 3 clusters Score -377109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -377114.906250 Penalty: 2730.141113
	Iteration 26Q: 3 clusters Score -377114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -377117.125000 Penalty: 2730.141113
	Iteration 27Q: 3 clusters Score -377117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -377119.000000 Penalty: 2730.141113
	Iteration 28Q: 3 clusters Score -377119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -377120.093750 Penalty: 2730.141113
	Iteration 29Q: 3 clusters Score -377120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -377120.562500 Penalty: 2730.141113
	Iteration 30Q: 3 clusters Score -377120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -377121.968750 Penalty: 2730.141113
	Iteration 31Q: 3 clusters Score -377122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -377122.593750 Penalty: 2730.141113
	Iteration 32Q: 3 clusters Score -377122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -377123.187500 Penalty: 2730.141113
	Iteration 33Q: 3 clusters Score -377123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -377123.187500 Penalty: 2730.141113
	Iteration 34F: 3 clusters Score -377123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -402025.156250 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -402025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -398358.031250 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -398358 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -399320.875000 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -399320.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -399470.656250 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -399470.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -399574.968750 Penalty: 2735.071289
	Iteration 3Q: 3 clusters Score -399575 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -399649.687500 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -399649.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -399702.937500 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -399702.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -399754.718750 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -399754.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -399801.218750 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -399801.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -399846.593750 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -399846.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -399887.437500 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -399887.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -399930.593750 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -399930.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -399973.687500 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -399973.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -400016.781250 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -400016.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -400081.500000 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -400081.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -400164.187500 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -400164.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -400242.875000 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -400242.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -400309.593750 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -400309.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -400376.625000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -400376.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -400445.187500 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -400445.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -400500.468750 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -400500.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -400547.000000 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -400547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -400587.093750 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -400587.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -400618.281250 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -400618.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -400644.968750 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -400645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -400668.218750 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -400668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -400684.781250 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -400684.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -400700.375000 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -400700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -400715.812500 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -400715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -400727.156250 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -400727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -400738.593750 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -400738.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -400749.781250 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -400749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -400761.093750 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -400761.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -400773.562500 Penalty: 2735.071289
	Iteration 32Q: 3 clusters Score -400773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -400782.531250 Penalty: 2735.071289
	Iteration 33Q: 3 clusters Score -400782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -400788.281250 Penalty: 2735.071289
	Iteration 34Q: 3 clusters Score -400788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -400795.312500 Penalty: 2735.071289
	Iteration 35Q: 3 clusters Score -400795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -400800.687500 Penalty: 2735.071289
	Iteration 36Q: 3 clusters Score -400800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -400806.218750 Penalty: 2735.071289
	Iteration 37Q: 3 clusters Score -400806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -400812.625000 Penalty: 2735.071289
	Iteration 38Q: 3 clusters Score -400812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -400818.968750 Penalty: 2735.071289
	Iteration 39Q: 3 clusters Score -400819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -400825.031250 Penalty: 2735.071289
	Iteration 40F: 3 clusters Score -400825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -400830.093750 Penalty: 2735.071289
	Iteration 41Q: 3 clusters Score -400830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -400836.156250 Penalty: 2735.071289
	Iteration 42Q: 3 clusters Score -400836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -400848.343750 Penalty: 2735.071289
	Iteration 43Q: 3 clusters Score -400848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -400858.718750 Penalty: 2735.071289
	Iteration 44Q: 3 clusters Score -400858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -400862.687500 Penalty: 2735.071289
	Iteration 45Q: 3 clusters Score -400862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -400863.187500 Penalty: 2735.071289
	Iteration 46Q: 3 clusters Score -400863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -400865.562500 Penalty: 2735.071289
	Iteration 47Q: 3 clusters Score -400865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -400866.218750 Penalty: 2735.071289
	Iteration 48Q: 3 clusters Score -400866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -400866.437500 Penalty: 2735.071289
	Iteration 49Q: 3 clusters Score -400866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -400866.437500 Penalty: 2735.071289
	Iteration 50F: 3 clusters Score -400866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -975033.750000 Penalty: 1534.828125
	Iteration 0F: 2 clusters Score -975033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -966187.250000 Penalty: 3069.656250
	Iteration 0F: 3 clusters Score -966187.2 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -969511.187500 Penalty: 3069.656250
	Iteration 1F: 3 clusters Score -969511.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -970313.125000 Penalty: 3069.656250
	Iteration 2F: 3 clusters Score -970313.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -971136.625000 Penalty: 3069.656250
	Iteration 3F: 3 clusters Score -971136.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -971948.187500 Penalty: 3069.656250
	Iteration 4F: 3 clusters Score -971948.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -972844.500000 Penalty: 3069.656250
	Iteration 5F: 3 clusters Score -972844.5 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -973694.062500 Penalty: 3069.656250
	Iteration 6F: 3 clusters Score -973694.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -974277.187500 Penalty: 3069.656250
	Iteration 7F: 3 clusters Score -974277.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -974555.937500 Penalty: 3069.656250
	Iteration 8Q: 3 clusters Score -974555.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -974686.062500 Penalty: 3069.656250
	Iteration 9Q: 3 clusters Score -974686.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -974757.375000 Penalty: 3069.656250
	Iteration 10Q: 3 clusters Score -974757.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -974799.937500 Penalty: 3069.656250
	Iteration 11Q: 3 clusters Score -974799.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -974823.000000 Penalty: 3069.656250
	Iteration 12Q: 3 clusters Score -974823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -974837.187500 Penalty: 3069.656250
	Iteration 13Q: 3 clusters Score -974837.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -974852.812500 Penalty: 3069.656250
	Iteration 14Q: 3 clusters Score -974852.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -974865.312500 Penalty: 3069.656250
	Iteration 15Q: 3 clusters Score -974865.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -974880.437500 Penalty: 3069.656250
	Iteration 16Q: 3 clusters Score -974880.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -974889.375000 Penalty: 3069.656250
	Iteration 17Q: 3 clusters Score -974889.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -974901.375000 Penalty: 3069.656250
	Iteration 18Q: 3 clusters Score -974901.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -974908.187500 Penalty: 3069.656250
	Iteration 19Q: 3 clusters Score -974908.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -974915.625000 Penalty: 3069.656250
	Iteration 20F: 3 clusters Score -974915.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -974922.625000 Penalty: 3069.656250
	Iteration 21Q: 3 clusters Score -974922.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -974924.437500 Penalty: 3069.656250
	Iteration 22Q: 3 clusters Score -974924.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -974927.875000 Penalty: 3069.656250
	Iteration 23Q: 3 clusters Score -974927.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -974932.687500 Penalty: 3069.656250
	Iteration 24Q: 3 clusters Score -974932.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -974933.375000 Penalty: 3069.656250
	Iteration 25Q: 3 clusters Score -974933.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -974936.062500 Penalty: 3069.656250
	Iteration 26Q: 3 clusters Score -974936.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -974941.812500 Penalty: 3069.656250
	Iteration 27Q: 3 clusters Score -974941.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -974943.312500 Penalty: 3069.656250
	Iteration 28Q: 3 clusters Score -974943.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -974952.687500 Penalty: 3069.656250
	Iteration 29Q: 3 clusters Score -974952.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -974955.812500 Penalty: 3069.656250
	Iteration 30Q: 3 clusters Score -974955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -974961.062500 Penalty: 3069.656250
	Iteration 31Q: 3 clusters Score -974961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -974965.062500 Penalty: 3069.656250
	Iteration 32Q: 3 clusters Score -974965.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -974965.000000 Penalty: 3069.656250
	Iteration 33Q: 3 clusters Score -974965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -974965.625000 Penalty: 3069.656250
	Iteration 34Q: 3 clusters Score -974965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -974967.437500 Penalty: 3069.656250
	Iteration 35Q: 3 clusters Score -974967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -974973.125000 Penalty: 3069.656250
	Iteration 36Q: 3 clusters Score -974973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -974975.000000 Penalty: 3069.656250
	Iteration 37Q: 3 clusters Score -974975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -974976.937500 Penalty: 3069.656250
	Iteration 38Q: 3 clusters Score -974976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -974979.750000 Penalty: 3069.656250
	Iteration 39Q: 3 clusters Score -974979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -974980.937500 Penalty: 3069.656250
	Iteration 40F: 3 clusters Score -974980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -974982.250000 Penalty: 3069.656250
	Iteration 41Q: 3 clusters Score -974982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -974980.187500 Penalty: 3069.656250
	Iteration 42Q: 3 clusters Score -974980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -974979.687500 Penalty: 3069.656250
	Iteration 43Q: 3 clusters Score -974979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -974979.625000 Penalty: 3069.656250
	Iteration 44Q: 3 clusters Score -974979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -974979.625000 Penalty: 3069.656250
	Iteration 45F: 3 clusters Score -974979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Entering Unmasked Estep 
Score: -2256763.750000 Penalty: 1653.660645
	Iteration 0F: 2 clusters Score -2256764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2239125.750000 Penalty: 3307.321289
	Iteration 0F: 3 clusters Score -2239126 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2245774.000000 Penalty: 3307.321289
	Iteration 1F: 3 clusters Score -2245774 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2246223.250000 Penalty: 3307.321289
	Iteration 2Q: 3 clusters Score -2246223 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2246625.750000 Penalty: 3307.321289
	Iteration 3Q: 3 clusters Score -2246626 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2247070.500000 Penalty: 3307.321289
	Iteration 4Q: 3 clusters Score -2247070 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2247531.500000 Penalty: 3307.321289
	Iteration 5Q: 3 clusters Score -2247532 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2248002.500000 Penalty: 3307.321289
	Iteration 6Q: 3 clusters Score -2248002 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2248590.750000 Penalty: 3307.321289
	Iteration 7Q: 3 clusters Score -2248591 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2249257.500000 Penalty: 3307.321289
	Iteration 8Q: 3 clusters Score -2249258 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2250084.250000 Penalty: 3307.321289
	Iteration 9Q: 3 clusters Score -2250084 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2250988.250000 Penalty: 3307.321289
	Iteration 10F: 3 clusters Score -2250988 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2251986.500000 Penalty: 3307.321289
	Iteration 11F: 3 clusters Score -2251986 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2252926.750000 Penalty: 3307.321289
	Iteration 12F: 3 clusters Score -2252927 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2253724.500000 Penalty: 3307.321289
	Iteration 13Q: 3 clusters Score -2253724 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2254265.000000 Penalty: 3307.321289
	Iteration 14Q: 3 clusters Score -2254265 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2254597.000000 Penalty: 3307.321289
	Iteration 15Q: 3 clusters Score -2254597 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2254820.500000 Penalty: 3307.321289
	Iteration 16Q: 3 clusters Score -2254820 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2254960.250000 Penalty: 3307.321289
	Iteration 17Q: 3 clusters Score -2254960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2255089.250000 Penalty: 3307.321289
	Iteration 18Q: 3 clusters Score -2255089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2255161.000000 Penalty: 3307.321289
	Iteration 19Q: 3 clusters Score -2255161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2255213.750000 Penalty: 3307.321289
	Iteration 20F: 3 clusters Score -2255214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2255248.500000 Penalty: 3307.321289
	Iteration 21Q: 3 clusters Score -2255248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2255276.500000 Penalty: 3307.321289
	Iteration 22Q: 3 clusters Score -2255276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2255291.250000 Penalty: 3307.321289
	Iteration 23Q: 3 clusters Score -2255291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2255302.000000 Penalty: 3307.321289
	Iteration 24Q: 3 clusters Score -2255302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2255313.750000 Penalty: 3307.321289
	Iteration 25Q: 3 clusters Score -2255314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2255321.000000 Penalty: 3307.321289
	Iteration 26Q: 3 clusters Score -2255321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2255325.500000 Penalty: 3307.321289
	Iteration 27Q: 3 clusters Score -2255326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2255329.500000 Penalty: 3307.321289
	Iteration 28Q: 3 clusters Score -2255330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2255332.500000 Penalty: 3307.321289
	Iteration 29Q: 3 clusters Score -2255332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2255338.250000 Penalty: 3307.321289
	Iteration 30Q: 3 clusters Score -2255338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2255343.750000 Penalty: 3307.321289
	Iteration 31Q: 3 clusters Score -2255344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2255351.750000 Penalty: 3307.321289
	Iteration 32Q: 3 clusters Score -2255352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2255354.250000 Penalty: 3307.321289
	Iteration 33Q: 3 clusters Score -2255354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2255356.000000 Penalty: 3307.321289
	Iteration 34Q: 3 clusters Score -2255356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2255355.750000 Penalty: 3307.321289
	Iteration 35Q: 3 clusters Score -2255356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2255357.250000 Penalty: 3307.321289
	Iteration 36Q: 3 clusters Score -2255357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2255358.000000 Penalty: 3307.321289
	Iteration 37Q: 3 clusters Score -2255358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2255357.750000 Penalty: 3307.321289
	Iteration 38Q: 3 clusters Score -2255358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2255360.250000 Penalty: 3307.321289
	Iteration 39Q: 3 clusters Score -2255360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2255360.000000 Penalty: 3307.321289
	Iteration 40F: 3 clusters Score -2255360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2255361.750000 Penalty: 3307.321289
	Iteration 41Q: 3 clusters Score -2255362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2255360.750000 Penalty: 3307.321289
	Iteration 42Q: 3 clusters Score -2255361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2255365.250000 Penalty: 3307.321289
	Iteration 43Q: 3 clusters Score -2255365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2255365.000000 Penalty: 3307.321289
	Iteration 44Q: 3 clusters Score -2255365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2255365.750000 Penalty: 3307.321289
	Iteration 45Q: 3 clusters Score -2255366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2255366.750000 Penalty: 3307.321289
	Iteration 46Q: 3 clusters Score -2255367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2255366.000000 Penalty: 3307.321289
	Iteration 47Q: 3 clusters Score -2255366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2255368.750000 Penalty: 3307.321289
	Iteration 48Q: 3 clusters Score -2255369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2255368.750000 Penalty: 3307.321289
	Iteration 49F: 3 clusters Score -2255369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Entering Unmasked Estep 
Score: -7258833.500000 Penalty: 1840.111206
	Iteration 0F: 2 clusters Score -7258834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7203727.000000 Penalty: 3680.222412
	Iteration 0F: 3 clusters Score -7203727 nChanged 39181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -7226385.500000 Penalty: 3680.222412
	Iteration 1F: 3 clusters Score -7226386 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -7227505.500000 Penalty: 3680.222412
	Iteration 2Q: 3 clusters Score -7227506 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7229482.500000 Penalty: 3680.222412
	Iteration 3F: 3 clusters Score -7229482 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7232980.500000 Penalty: 3680.222412
	Iteration 4F: 3 clusters Score -7232980 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -7238444.500000 Penalty: 3680.222412
	Iteration 5F: 3 clusters Score -7238444 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -7245018.500000 Penalty: 3680.222412
	Iteration 6F: 3 clusters Score -7245018 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -7250849.000000 Penalty: 3680.222412
	Iteration 7F: 3 clusters Score -7250849 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -7254506.000000 Penalty: 3680.222412
	Iteration 8Q: 3 clusters Score -7254506 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -7256213.000000 Penalty: 3680.222412
	Iteration 9Q: 3 clusters Score -7256213 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -7256799.000000 Penalty: 3680.222412
	Iteration 10Q: 3 clusters Score -7256799 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -7257007.500000 Penalty: 3680.222412
	Iteration 11Q: 3 clusters Score -7257008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -7257086.000000 Penalty: 3680.222412
	Iteration 12Q: 3 clusters Score -7257086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -7257139.000000 Penalty: 3680.222412
	Iteration 13Q: 3 clusters Score -7257139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -7257156.500000 Penalty: 3680.222412
	Iteration 14Q: 3 clusters Score -7257156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -7257177.000000 Penalty: 3680.222412
	Iteration 15Q: 3 clusters Score -7257177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -7257190.000000 Penalty: 3680.222412
	Iteration 16Q: 3 clusters Score -7257190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -7257199.500000 Penalty: 3680.222412
	Iteration 17Q: 3 clusters Score -7257200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -7257206.000000 Penalty: 3680.222412
	Iteration 18Q: 3 clusters Score -7257206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -7257213.000000 Penalty: 3680.222412
	Iteration 19Q: 3 clusters Score -7257213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -7257215.000000 Penalty: 3680.222412
	Iteration 20F: 3 clusters Score -7257215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -7257216.500000 Penalty: 3680.222412
	Iteration 21Q: 3 clusters Score -7257216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -7257223.500000 Penalty: 3680.222412
	Iteration 22Q: 3 clusters Score -7257224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -7257223.500000 Penalty: 3680.222412
	Iteration 23Q: 3 clusters Score -7257224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -7257223.500000 Penalty: 3680.222412
	Iteration 24F: 3 clusters Score -7257224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Entering Unmasked Estep 
Score: -2928768.250000 Penalty: 1689.541260
	Iteration 0F: 2 clusters Score -2928768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2906842.250000 Penalty: 3379.082520
	Iteration 0F: 3 clusters Score -2906842 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2915484.250000 Penalty: 3379.082520
	Iteration 1F: 3 clusters Score -2915484 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2916096.750000 Penalty: 3379.082520
	Iteration 2Q: 3 clusters Score -2916097 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2916762.750000 Penalty: 3379.082520
	Iteration 3Q: 3 clusters Score -2916763 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2917547.250000 Penalty: 3379.082520
	Iteration 4Q: 3 clusters Score -2917547 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2918589.500000 Penalty: 3379.082520
	Iteration 5F: 3 clusters Score -2918590 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2919914.500000 Penalty: 3379.082520
	Iteration 6F: 3 clusters Score -2919914 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2921572.750000 Penalty: 3379.082520
	Iteration 7F: 3 clusters Score -2921573 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2923087.250000 Penalty: 3379.082520
	Iteration 8F: 3 clusters Score -2923087 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2924111.250000 Penalty: 3379.082520
	Iteration 9F: 3 clusters Score -2924111 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2924654.000000 Penalty: 3379.082520
	Iteration 10Q: 3 clusters Score -2924654 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2925002.750000 Penalty: 3379.082520
	Iteration 11Q: 3 clusters Score -2925003 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2925196.500000 Penalty: 3379.082520
	Iteration 12Q: 3 clusters Score -2925196 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2925359.500000 Penalty: 3379.082520
	Iteration 13Q: 3 clusters Score -2925360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2925482.250000 Penalty: 3379.082520
	Iteration 14Q: 3 clusters Score -2925482 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2925552.000000 Penalty: 3379.082520
	Iteration 15Q: 3 clusters Score -2925552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2925600.250000 Penalty: 3379.082520
	Iteration 16Q: 3 clusters Score -2925600 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2925657.000000 Penalty: 3379.082520
	Iteration 17Q: 3 clusters Score -2925657 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2925677.500000 Penalty: 3379.082520
	Iteration 18Q: 3 clusters Score -2925678 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2925710.750000 Penalty: 3379.082520
	Iteration 19Q: 3 clusters Score -2925711 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2925727.500000 Penalty: 3379.082520
	Iteration 20F: 3 clusters Score -2925728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2925735.500000 Penalty: 3379.082520
	Iteration 21Q: 3 clusters Score -2925736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2925745.250000 Penalty: 3379.082520
	Iteration 22Q: 3 clusters Score -2925745 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2925770.500000 Penalty: 3379.082520
	Iteration 23Q: 3 clusters Score -2925770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2925772.750000 Penalty: 3379.082520
	Iteration 24Q: 3 clusters Score -2925773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2925773.250000 Penalty: 3379.082520
	Iteration 25Q: 3 clusters Score -2925773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2925782.500000 Penalty: 3379.082520
	Iteration 26Q: 3 clusters Score -2925782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2925781.250000 Penalty: 3379.082520
	Iteration 27Q: 3 clusters Score -2925781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2925781.250000 Penalty: 3379.082520
	Iteration 28Q: 3 clusters Score -2925781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2925784.250000 Penalty: 3379.082520
	Iteration 29Q: 3 clusters Score -2925784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2925789.250000 Penalty: 3379.082520
	Iteration 30Q: 3 clusters Score -2925789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2925796.000000 Penalty: 3379.082520
	Iteration 31Q: 3 clusters Score -2925796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2925799.500000 Penalty: 3379.082520
	Iteration 32Q: 3 clusters Score -2925800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2925800.000000 Penalty: 3379.082520
	Iteration 33Q: 3 clusters Score -2925800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2925803.500000 Penalty: 3379.082520
	Iteration 34Q: 3 clusters Score -2925804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2925797.250000 Penalty: 3379.082520
	Iteration 35Q: 3 clusters Score -2925797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2925795.250000 Penalty: 3379.082520
	Iteration 36Q: 3 clusters Score -2925795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2925800.000000 Penalty: 3379.082520
	Iteration 37Q: 3 clusters Score -2925800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2925805.500000 Penalty: 3379.082520
	Iteration 38Q: 3 clusters Score -2925806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2925802.750000 Penalty: 3379.082520
	Iteration 39Q: 3 clusters Score -2925803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2925802.250000 Penalty: 3379.082520
	Iteration 40F: 3 clusters Score -2925802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2925806.250000 Penalty: 3379.082520
	Iteration 41Q: 3 clusters Score -2925806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2925808.500000 Penalty: 3379.082520
	Iteration 42Q: 3 clusters Score -2925808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2925806.000000 Penalty: 3379.082520
	Iteration 43Q: 3 clusters Score -2925806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2925811.500000 Penalty: 3379.082520
	Iteration 44Q: 3 clusters Score -2925812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2925809.750000 Penalty: 3379.082520
	Iteration 45Q: 3 clusters Score -2925810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2925809.250000 Penalty: 3379.082520
	Iteration 46Q: 3 clusters Score -2925809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2925810.500000 Penalty: 3379.082520
	Iteration 47Q: 3 clusters Score -2925810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2925813.000000 Penalty: 3379.082520
	Iteration 48Q: 3 clusters Score -2925813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2925815.750000 Penalty: 3379.082520
	Iteration 49Q: 3 clusters Score -2925816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2925814.250000 Penalty: 3379.082520
	Iteration 50Q: 3 clusters Score -2925814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2925815.500000 Penalty: 3379.082520
	Iteration 51Q: 3 clusters Score -2925816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2925817.250000 Penalty: 3379.082520
	Iteration 52Q: 3 clusters Score -2925817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2925817.750000 Penalty: 3379.082520
	Iteration 53Q: 3 clusters Score -2925818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2925816.750000 Penalty: 3379.082520
	Iteration 54Q: 3 clusters Score -2925817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2925815.750000 Penalty: 3379.082520
	Iteration 55Q: 3 clusters Score -2925816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2925814.250000 Penalty: 3379.082520
	Iteration 56Q: 3 clusters Score -2925814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2925816.000000 Penalty: 3379.082520
	Iteration 57Q: 3 clusters Score -2925816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2925815.500000 Penalty: 3379.082520
	Iteration 58Q: 3 clusters Score -2925816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2925817.750000 Penalty: 3379.082520
	Iteration 59Q: 3 clusters Score -2925818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2925817.750000 Penalty: 3379.082520
	Iteration 60F: 3 clusters Score -2925818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2925819.750000 Penalty: 3379.082520
	Iteration 61Q: 3 clusters Score -2925820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2925819.500000 Penalty: 3379.082520
	Iteration 62Q: 3 clusters Score -2925820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2925819.000000 Penalty: 3379.082520
	Iteration 63Q: 3 clusters Score -2925819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2925821.250000 Penalty: 3379.082520
	Iteration 64Q: 3 clusters Score -2925821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2925819.500000 Penalty: 3379.082520
	Iteration 65Q: 3 clusters Score -2925820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2925819.500000 Penalty: 3379.082520
	Iteration 66F: 3 clusters Score -2925820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -200121.453125 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -200121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -197698.265625 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -197698.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -198524.156250 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -198524.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -199193.328125 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -199193.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -199669.125000 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -199669.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -199945.937500 Penalty: 2550.776611
	Iteration 4F: 3 clusters Score -199945.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -200132.015625 Penalty: 2550.776611
	Iteration 5F: 3 clusters Score -200132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -200286.921875 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -200286.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -200439.453125 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -200439.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -200627.125000 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -200627.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -200999.718750 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -200999.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -201442.937500 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -201442.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -201556.875000 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -201556.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -201574.437500 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -201574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -201579.343750 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -201579.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201580.500000 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -201580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201580.500000 Penalty: 2550.776611
	Iteration 15F: 3 clusters Score -201580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12946 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140338 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 77029 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 1608 members 
Entering Unmasked Estep 
Score: -76292040.000000 Penalty: 64585.257812
Splitting cluster 18 changes total score from -76291520.000000 to -76292040.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (34432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Entering Unmasked Estep 
Score: -2998547.500000 Penalty: 1697.595581
	Iteration 0F: 2 clusters Score -2998548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2975356.750000 Penalty: 3395.191162
	Iteration 0F: 3 clusters Score -2975357 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2984445.250000 Penalty: 3395.191162
	Iteration 1F: 3 clusters Score -2984445 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2985082.500000 Penalty: 3395.191162
	Iteration 2Q: 3 clusters Score -2985082 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2985999.250000 Penalty: 3395.191162
	Iteration 3F: 3 clusters Score -2985999 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2987372.250000 Penalty: 3395.191162
	Iteration 4F: 3 clusters Score -2987372 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2989333.750000 Penalty: 3395.191162
	Iteration 5F: 3 clusters Score -2989334 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2991531.500000 Penalty: 3395.191162
	Iteration 6F: 3 clusters Score -2991532 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2993369.500000 Penalty: 3395.191162
	Iteration 7F: 3 clusters Score -2993370 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2994813.000000 Penalty: 3395.191162
	Iteration 8Q: 3 clusters Score -2994813 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2995788.250000 Penalty: 3395.191162
	Iteration 9Q: 3 clusters Score -2995788 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2996412.000000 Penalty: 3395.191162
	Iteration 10Q: 3 clusters Score -2996412 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2996713.250000 Penalty: 3395.191162
	Iteration 11Q: 3 clusters Score -2996713 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2996874.750000 Penalty: 3395.191162
	Iteration 12Q: 3 clusters Score -2996875 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2996944.000000 Penalty: 3395.191162
	Iteration 13Q: 3 clusters Score -2996944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2996996.000000 Penalty: 3395.191162
	Iteration 14Q: 3 clusters Score -2996996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2997014.750000 Penalty: 3395.191162
	Iteration 15Q: 3 clusters Score -2997015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2997038.250000 Penalty: 3395.191162
	Iteration 16Q: 3 clusters Score -2997038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2997052.250000 Penalty: 3395.191162
	Iteration 17Q: 3 clusters Score -2997052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2997064.000000 Penalty: 3395.191162
	Iteration 18Q: 3 clusters Score -2997064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2997071.500000 Penalty: 3395.191162
	Iteration 19Q: 3 clusters Score -2997072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2997078.250000 Penalty: 3395.191162
	Iteration 20F: 3 clusters Score -2997078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2997085.000000 Penalty: 3395.191162
	Iteration 21Q: 3 clusters Score -2997085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2997093.250000 Penalty: 3395.191162
	Iteration 22Q: 3 clusters Score -2997093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2997094.000000 Penalty: 3395.191162
	Iteration 23Q: 3 clusters Score -2997094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2997097.750000 Penalty: 3395.191162
	Iteration 24Q: 3 clusters Score -2997098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2997099.750000 Penalty: 3395.191162
	Iteration 25Q: 3 clusters Score -2997100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2997102.250000 Penalty: 3395.191162
	Iteration 26Q: 3 clusters Score -2997102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2997105.500000 Penalty: 3395.191162
	Iteration 27Q: 3 clusters Score -2997106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2997108.500000 Penalty: 3395.191162
	Iteration 28Q: 3 clusters Score -2997108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2997108.500000 Penalty: 3395.191162
	Iteration 29F: 3 clusters Score -2997108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Entering Unmasked Estep 
Score: -1008880.687500 Penalty: 1521.943237
	Iteration 0F: 2 clusters Score -1008881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1000664.250000 Penalty: 3043.886475
	Iteration 0F: 3 clusters Score -1000664 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1003467.562500 Penalty: 3043.886475
	Iteration 1F: 3 clusters Score -1003468 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1003894.437500 Penalty: 3043.886475
	Iteration 2F: 3 clusters Score -1003894 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1004343.250000 Penalty: 3043.886475
	Iteration 3F: 3 clusters Score -1004343 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1004877.125000 Penalty: 3043.886475
	Iteration 4F: 3 clusters Score -1004877 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1005425.187500 Penalty: 3043.886475
	Iteration 5F: 3 clusters Score -1005425 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1006019.062500 Penalty: 3043.886475
	Iteration 6F: 3 clusters Score -1006019 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1006565.500000 Penalty: 3043.886475
	Iteration 7F: 3 clusters Score -1006566 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1006966.062500 Penalty: 3043.886475
	Iteration 8Q: 3 clusters Score -1006966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1007203.375000 Penalty: 3043.886475
	Iteration 9Q: 3 clusters Score -1007203 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1007333.750000 Penalty: 3043.886475
	Iteration 10Q: 3 clusters Score -1007334 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1007439.812500 Penalty: 3043.886475
	Iteration 11Q: 3 clusters Score -1007440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1007492.375000 Penalty: 3043.886475
	Iteration 12Q: 3 clusters Score -1007492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1007517.437500 Penalty: 3043.886475
	Iteration 13Q: 3 clusters Score -1007517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1007532.562500 Penalty: 3043.886475
	Iteration 14Q: 3 clusters Score -1007533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1007548.250000 Penalty: 3043.886475
	Iteration 15Q: 3 clusters Score -1007548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1007554.625000 Penalty: 3043.886475
	Iteration 16Q: 3 clusters Score -1007555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1007563.937500 Penalty: 3043.886475
	Iteration 17Q: 3 clusters Score -1007564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1007568.062500 Penalty: 3043.886475
	Iteration 18Q: 3 clusters Score -1007568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1007568.062500 Penalty: 3043.886475
	Iteration 19F: 3 clusters Score -1007568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -172387.062500 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -172387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -170269.640625 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -170269.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -170774.234375 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -170774.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -170901.984375 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -170902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -170991.468750 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -170991.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171053.234375 Penalty: 2482.414551
	Iteration 4Q: 3 clusters Score -171053.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -171120.062500 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -171120.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -171193.000000 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -171193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -171271.312500 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -171271.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -171347.437500 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -171347.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -171421.265625 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -171421.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -171480.093750 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -171480.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -171533.656250 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -171533.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -171576.687500 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -171576.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -171610.875000 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -171610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -171635.906250 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -171635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -171647.921875 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -171647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -171659.171875 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -171659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -171669.093750 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -171669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -171679.953125 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -171680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171692.812500 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -171692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171704.734375 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -171704.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -171710.921875 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -171710.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -171713.312500 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -171713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -171715.406250 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -171715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -171719.453125 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -171719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -171724.625000 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -171724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -171728.468750 Penalty: 2482.414551
	Iteration 26Q: 3 clusters Score -171728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -171729.015625 Penalty: 2482.414551
	Iteration 27Q: 3 clusters Score -171729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -171729.640625 Penalty: 2482.414551
	Iteration 28Q: 3 clusters Score -171729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -171729.953125 Penalty: 2482.414551
	Iteration 29Q: 3 clusters Score -171730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -171730.921875 Penalty: 2482.414551
	Iteration 30Q: 3 clusters Score -171730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -171730.921875 Penalty: 2482.414551
	Iteration 31F: 3 clusters Score -171730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Entering Unmasked Estep 
Score: -2345505.000000 Penalty: 1676.128418
	Iteration 0F: 2 clusters Score -2345505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2325379.500000 Penalty: 3352.256836
	Iteration 0F: 3 clusters Score -2325380 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2333598.500000 Penalty: 3352.256836
	Iteration 1F: 3 clusters Score -2333598 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2334501.500000 Penalty: 3352.256836
	Iteration 2F: 3 clusters Score -2334502 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2335551.250000 Penalty: 3352.256836
	Iteration 3F: 3 clusters Score -2335551 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2336748.250000 Penalty: 3352.256836
	Iteration 4F: 3 clusters Score -2336748 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2337917.250000 Penalty: 3352.256836
	Iteration 5F: 3 clusters Score -2337917 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2339059.250000 Penalty: 3352.256836
	Iteration 6F: 3 clusters Score -2339059 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2339967.250000 Penalty: 3352.256836
	Iteration 7Q: 3 clusters Score -2339967 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2340658.250000 Penalty: 3352.256836
	Iteration 8Q: 3 clusters Score -2340658 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2341098.750000 Penalty: 3352.256836
	Iteration 9Q: 3 clusters Score -2341099 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2341383.500000 Penalty: 3352.256836
	Iteration 10Q: 3 clusters Score -2341384 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2341561.000000 Penalty: 3352.256836
	Iteration 11Q: 3 clusters Score -2341561 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2341722.250000 Penalty: 3352.256836
	Iteration 12Q: 3 clusters Score -2341722 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2341853.500000 Penalty: 3352.256836
	Iteration 13Q: 3 clusters Score -2341854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2341984.500000 Penalty: 3352.256836
	Iteration 14Q: 3 clusters Score -2341984 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2342120.000000 Penalty: 3352.256836
	Iteration 15Q: 3 clusters Score -2342120 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2342269.750000 Penalty: 3352.256836
	Iteration 16Q: 3 clusters Score -2342270 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2342422.000000 Penalty: 3352.256836
	Iteration 17Q: 3 clusters Score -2342422 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2342579.500000 Penalty: 3352.256836
	Iteration 18Q: 3 clusters Score -2342580 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2342707.250000 Penalty: 3352.256836
	Iteration 19Q: 3 clusters Score -2342707 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2342874.000000 Penalty: 3352.256836
	Iteration 20F: 3 clusters Score -2342874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2343058.500000 Penalty: 3352.256836
	Iteration 21Q: 3 clusters Score -2343058 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2343244.250000 Penalty: 3352.256836
	Iteration 22Q: 3 clusters Score -2343244 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2343411.000000 Penalty: 3352.256836
	Iteration 23Q: 3 clusters Score -2343411 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2343540.000000 Penalty: 3352.256836
	Iteration 24Q: 3 clusters Score -2343540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2343648.750000 Penalty: 3352.256836
	Iteration 25Q: 3 clusters Score -2343649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2343736.750000 Penalty: 3352.256836
	Iteration 26Q: 3 clusters Score -2343737 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2343793.750000 Penalty: 3352.256836
	Iteration 27Q: 3 clusters Score -2343794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2343864.000000 Penalty: 3352.256836
	Iteration 28Q: 3 clusters Score -2343864 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2343903.750000 Penalty: 3352.256836
	Iteration 29Q: 3 clusters Score -2343904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2343949.250000 Penalty: 3352.256836
	Iteration 30Q: 3 clusters Score -2343949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2343983.250000 Penalty: 3352.256836
	Iteration 31Q: 3 clusters Score -2343983 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2344013.250000 Penalty: 3352.256836
	Iteration 32Q: 3 clusters Score -2344013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2344032.500000 Penalty: 3352.256836
	Iteration 33Q: 3 clusters Score -2344032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2344060.750000 Penalty: 3352.256836
	Iteration 34Q: 3 clusters Score -2344061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2344082.250000 Penalty: 3352.256836
	Iteration 35Q: 3 clusters Score -2344082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2344108.000000 Penalty: 3352.256836
	Iteration 36Q: 3 clusters Score -2344108 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2344123.000000 Penalty: 3352.256836
	Iteration 37Q: 3 clusters Score -2344123 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2344134.000000 Penalty: 3352.256836
	Iteration 38Q: 3 clusters Score -2344134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2344153.250000 Penalty: 3352.256836
	Iteration 39Q: 3 clusters Score -2344153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2344157.250000 Penalty: 3352.256836
	Iteration 40F: 3 clusters Score -2344157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -2344168.500000 Penalty: 3352.256836
	Iteration 41Q: 3 clusters Score -2344168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2344168.750000 Penalty: 3352.256836
	Iteration 42Q: 3 clusters Score -2344169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2344185.500000 Penalty: 3352.256836
	Iteration 43Q: 3 clusters Score -2344186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2344194.250000 Penalty: 3352.256836
	Iteration 44Q: 3 clusters Score -2344194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2344204.750000 Penalty: 3352.256836
	Iteration 45Q: 3 clusters Score -2344205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -2344209.250000 Penalty: 3352.256836
	Iteration 46Q: 3 clusters Score -2344209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2344218.250000 Penalty: 3352.256836
	Iteration 47Q: 3 clusters Score -2344218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -2344221.250000 Penalty: 3352.256836
	Iteration 48Q: 3 clusters Score -2344221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2344234.500000 Penalty: 3352.256836
	Iteration 49Q: 3 clusters Score -2344234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -2344238.250000 Penalty: 3352.256836
	Iteration 50Q: 3 clusters Score -2344238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -2344241.750000 Penalty: 3352.256836
	Iteration 51Q: 3 clusters Score -2344242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2344246.250000 Penalty: 3352.256836
	Iteration 52Q: 3 clusters Score -2344246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -2344248.750000 Penalty: 3352.256836
	Iteration 53Q: 3 clusters Score -2344249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2344256.250000 Penalty: 3352.256836
	Iteration 54Q: 3 clusters Score -2344256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2344262.000000 Penalty: 3352.256836
	Iteration 55Q: 3 clusters Score -2344262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2344283.250000 Penalty: 3352.256836
	Iteration 56Q: 3 clusters Score -2344283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2344300.750000 Penalty: 3352.256836
	Iteration 57Q: 3 clusters Score -2344301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -2344311.750000 Penalty: 3352.256836
	Iteration 58Q: 3 clusters Score -2344312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2344317.250000 Penalty: 3352.256836
	Iteration 59Q: 3 clusters Score -2344317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -2344324.500000 Penalty: 3352.256836
	Iteration 60F: 3 clusters Score -2344324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2344333.750000 Penalty: 3352.256836
	Iteration 61Q: 3 clusters Score -2344334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2344344.000000 Penalty: 3352.256836
	Iteration 62Q: 3 clusters Score -2344344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2344349.000000 Penalty: 3352.256836
	Iteration 63Q: 3 clusters Score -2344349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -2344362.000000 Penalty: 3352.256836
	Iteration 64Q: 3 clusters Score -2344362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -2344371.750000 Penalty: 3352.256836
	Iteration 65Q: 3 clusters Score -2344372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -2344373.250000 Penalty: 3352.256836
	Iteration 66Q: 3 clusters Score -2344373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2344384.750000 Penalty: 3352.256836
	Iteration 67Q: 3 clusters Score -2344385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -2344385.750000 Penalty: 3352.256836
	Iteration 68Q: 3 clusters Score -2344386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2344392.500000 Penalty: 3352.256836
	Iteration 69Q: 3 clusters Score -2344392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -2344403.000000 Penalty: 3352.256836
	Iteration 70Q: 3 clusters Score -2344403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2344417.250000 Penalty: 3352.256836
	Iteration 71Q: 3 clusters Score -2344417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -2344433.500000 Penalty: 3352.256836
	Iteration 72Q: 3 clusters Score -2344434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -2344446.750000 Penalty: 3352.256836
	Iteration 73Q: 3 clusters Score -2344447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -2344454.250000 Penalty: 3352.256836
	Iteration 74Q: 3 clusters Score -2344454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2344473.500000 Penalty: 3352.256836
	Iteration 75Q: 3 clusters Score -2344474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -2344490.000000 Penalty: 3352.256836
	Iteration 76Q: 3 clusters Score -2344490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -2344513.250000 Penalty: 3352.256836
	Iteration 77Q: 3 clusters Score -2344513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -2344534.250000 Penalty: 3352.256836
	Iteration 78Q: 3 clusters Score -2344534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2344566.500000 Penalty: 3352.256836
	Iteration 79Q: 3 clusters Score -2344566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2344575.250000 Penalty: 3352.256836
	Iteration 80F: 3 clusters Score -2344575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2344593.750000 Penalty: 3352.256836
	Iteration 81Q: 3 clusters Score -2344594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -2344612.000000 Penalty: 3352.256836
	Iteration 82Q: 3 clusters Score -2344612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -2344615.750000 Penalty: 3352.256836
	Iteration 83Q: 3 clusters Score -2344616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -2344616.750000 Penalty: 3352.256836
	Iteration 84Q: 3 clusters Score -2344617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -2344621.500000 Penalty: 3352.256836
	Iteration 85Q: 3 clusters Score -2344622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -2344626.750000 Penalty: 3352.256836
	Iteration 86Q: 3 clusters Score -2344627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -2344628.250000 Penalty: 3352.256836
	Iteration 87Q: 3 clusters Score -2344628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -2344628.000000 Penalty: 3352.256836
	Iteration 88Q: 3 clusters Score -2344628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -2344629.000000 Penalty: 3352.256836
	Iteration 89Q: 3 clusters Score -2344629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2344627.750000 Penalty: 3352.256836
	Iteration 90Q: 3 clusters Score -2344628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2344630.250000 Penalty: 3352.256836
	Iteration 91Q: 3 clusters Score -2344630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -2344627.750000 Penalty: 3352.256836
	Iteration 92Q: 3 clusters Score -2344628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -2344631.000000 Penalty: 3352.256836
	Iteration 93Q: 3 clusters Score -2344631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -2344632.500000 Penalty: 3352.256836
	Iteration 94Q: 3 clusters Score -2344632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2344631.750000 Penalty: 3352.256836
	Iteration 95Q: 3 clusters Score -2344632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2344631.750000 Penalty: 3352.256836
	Iteration 96F: 3 clusters Score -2344632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Entering Unmasked Estep 
Score: -3921527.000000 Penalty: 1740.242065
	Iteration 0F: 2 clusters Score -3921527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3891461.750000 Penalty: 3480.484131
	Iteration 0F: 3 clusters Score -3891462 nChanged 20956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3903752.000000 Penalty: 3480.484131
	Iteration 1F: 3 clusters Score -3903752 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3904585.000000 Penalty: 3480.484131
	Iteration 2Q: 3 clusters Score -3904585 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3905668.000000 Penalty: 3480.484131
	Iteration 3F: 3 clusters Score -3905668 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3907060.500000 Penalty: 3480.484131
	Iteration 4F: 3 clusters Score -3907060 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3908946.750000 Penalty: 3480.484131
	Iteration 5F: 3 clusters Score -3908947 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3911163.500000 Penalty: 3480.484131
	Iteration 6F: 3 clusters Score -3911164 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3913477.000000 Penalty: 3480.484131
	Iteration 7F: 3 clusters Score -3913477 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -3915410.750000 Penalty: 3480.484131
	Iteration 8F: 3 clusters Score -3915411 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3916779.750000 Penalty: 3480.484131
	Iteration 9Q: 3 clusters Score -3916780 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3917657.750000 Penalty: 3480.484131
	Iteration 10Q: 3 clusters Score -3917658 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -3918245.750000 Penalty: 3480.484131
	Iteration 11Q: 3 clusters Score -3918246 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -3918650.000000 Penalty: 3480.484131
	Iteration 12Q: 3 clusters Score -3918650 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -3919016.250000 Penalty: 3480.484131
	Iteration 13Q: 3 clusters Score -3919016 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -3919371.000000 Penalty: 3480.484131
	Iteration 14Q: 3 clusters Score -3919371 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -3919696.250000 Penalty: 3480.484131
	Iteration 15Q: 3 clusters Score -3919696 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -3919967.250000 Penalty: 3480.484131
	Iteration 16Q: 3 clusters Score -3919967 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -3920142.250000 Penalty: 3480.484131
	Iteration 17Q: 3 clusters Score -3920142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -3920251.000000 Penalty: 3480.484131
	Iteration 18Q: 3 clusters Score -3920251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -3920327.000000 Penalty: 3480.484131
	Iteration 19Q: 3 clusters Score -3920327 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -3920381.500000 Penalty: 3480.484131
	Iteration 20F: 3 clusters Score -3920382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -3920417.000000 Penalty: 3480.484131
	Iteration 21Q: 3 clusters Score -3920417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -3920454.250000 Penalty: 3480.484131
	Iteration 22Q: 3 clusters Score -3920454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -3920488.000000 Penalty: 3480.484131
	Iteration 23Q: 3 clusters Score -3920488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -3920518.500000 Penalty: 3480.484131
	Iteration 24Q: 3 clusters Score -3920518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -3920533.750000 Penalty: 3480.484131
	Iteration 25Q: 3 clusters Score -3920534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -3920549.000000 Penalty: 3480.484131
	Iteration 26Q: 3 clusters Score -3920549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -3920570.250000 Penalty: 3480.484131
	Iteration 27Q: 3 clusters Score -3920570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -3920588.250000 Penalty: 3480.484131
	Iteration 28Q: 3 clusters Score -3920588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -3920592.750000 Penalty: 3480.484131
	Iteration 29Q: 3 clusters Score -3920593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -3920597.500000 Penalty: 3480.484131
	Iteration 30Q: 3 clusters Score -3920598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -3920599.000000 Penalty: 3480.484131
	Iteration 31Q: 3 clusters Score -3920599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -3920597.000000 Penalty: 3480.484131
	Iteration 32Q: 3 clusters Score -3920597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -3920605.750000 Penalty: 3480.484131
	Iteration 33Q: 3 clusters Score -3920606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -3920612.750000 Penalty: 3480.484131
	Iteration 34Q: 3 clusters Score -3920613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -3920620.250000 Penalty: 3480.484131
	Iteration 35Q: 3 clusters Score -3920620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -3920626.250000 Penalty: 3480.484131
	Iteration 36Q: 3 clusters Score -3920626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -3920623.750000 Penalty: 3480.484131
	Iteration 37Q: 3 clusters Score -3920624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -3920632.500000 Penalty: 3480.484131
	Iteration 38Q: 3 clusters Score -3920632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -3920639.750000 Penalty: 3480.484131
	Iteration 39Q: 3 clusters Score -3920640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -3920635.250000 Penalty: 3480.484131
	Iteration 40F: 3 clusters Score -3920635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -3920638.250000 Penalty: 3480.484131
	Iteration 41Q: 3 clusters Score -3920638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -3920642.500000 Penalty: 3480.484131
	Iteration 42Q: 3 clusters Score -3920642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -3920646.500000 Penalty: 3480.484131
	Iteration 43Q: 3 clusters Score -3920646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -3920655.250000 Penalty: 3480.484131
	Iteration 44Q: 3 clusters Score -3920655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -3920655.250000 Penalty: 3480.484131
	Iteration 45Q: 3 clusters Score -3920655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -3920658.500000 Penalty: 3480.484131
	Iteration 46Q: 3 clusters Score -3920658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -3920664.500000 Penalty: 3480.484131
	Iteration 47Q: 3 clusters Score -3920664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -3920668.000000 Penalty: 3480.484131
	Iteration 48Q: 3 clusters Score -3920668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -3920673.000000 Penalty: 3480.484131
	Iteration 49Q: 3 clusters Score -3920673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -3920670.250000 Penalty: 3480.484131
	Iteration 50Q: 3 clusters Score -3920670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -3920671.500000 Penalty: 3480.484131
	Iteration 51Q: 3 clusters Score -3920672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -3920683.250000 Penalty: 3480.484131
	Iteration 52Q: 3 clusters Score -3920683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -3920680.250000 Penalty: 3480.484131
	Iteration 53Q: 3 clusters Score -3920680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -3920683.250000 Penalty: 3480.484131
	Iteration 54Q: 3 clusters Score -3920683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -3920683.250000 Penalty: 3480.484131
	Iteration 55Q: 3 clusters Score -3920683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -3920685.250000 Penalty: 3480.484131
	Iteration 56Q: 3 clusters Score -3920685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -3920686.000000 Penalty: 3480.484131
	Iteration 57Q: 3 clusters Score -3920686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -3920686.250000 Penalty: 3480.484131
	Iteration 58Q: 3 clusters Score -3920686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -3920686.250000 Penalty: 3480.484131
	Iteration 59F: 3 clusters Score -3920686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (77029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Entering Unmasked Estep 
Score: -6882029.500000 Penalty: 1828.439697
	Iteration 0F: 2 clusters Score -6882030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -6830518.000000 Penalty: 3656.879395
	Iteration 0F: 3 clusters Score -6830518 nChanged 36711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -6851422.500000 Penalty: 3656.879395
	Iteration 1F: 3 clusters Score -6851422 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -6852214.500000 Penalty: 3656.879395
	Iteration 2Q: 3 clusters Score -6852214 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6853496.500000 Penalty: 3656.879395
	Iteration 3Q: 3 clusters Score -6853496 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -6855670.000000 Penalty: 3656.879395
	Iteration 4F: 3 clusters Score -6855670 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6858913.500000 Penalty: 3656.879395
	Iteration 5F: 3 clusters Score -6858914 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6862890.000000 Penalty: 3656.879395
	Iteration 6F: 3 clusters Score -6862890 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -6866865.500000 Penalty: 3656.879395
	Iteration 7F: 3 clusters Score -6866866 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -6870385.500000 Penalty: 3656.879395
	Iteration 8F: 3 clusters Score -6870386 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -6873468.000000 Penalty: 3656.879395
	Iteration 9F: 3 clusters Score -6873468 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -6875993.000000 Penalty: 3656.879395
	Iteration 10Q: 3 clusters Score -6875993 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -6877892.000000 Penalty: 3656.879395
	Iteration 11Q: 3 clusters Score -6877892 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6878981.000000 Penalty: 3656.879395
	Iteration 12Q: 3 clusters Score -6878981 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6879609.000000 Penalty: 3656.879395
	Iteration 13Q: 3 clusters Score -6879609 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6879987.500000 Penalty: 3656.879395
	Iteration 14Q: 3 clusters Score -6879988 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6880202.000000 Penalty: 3656.879395
	Iteration 15Q: 3 clusters Score -6880202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6880365.500000 Penalty: 3656.879395
	Iteration 16Q: 3 clusters Score -6880366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6880522.500000 Penalty: 3656.879395
	Iteration 17Q: 3 clusters Score -6880522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6880604.500000 Penalty: 3656.879395
	Iteration 18Q: 3 clusters Score -6880604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6880657.500000 Penalty: 3656.879395
	Iteration 19Q: 3 clusters Score -6880658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6880725.500000 Penalty: 3656.879395
	Iteration 20F: 3 clusters Score -6880726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6880765.000000 Penalty: 3656.879395
	Iteration 21Q: 3 clusters Score -6880765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6880805.000000 Penalty: 3656.879395
	Iteration 22Q: 3 clusters Score -6880805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6880841.500000 Penalty: 3656.879395
	Iteration 23Q: 3 clusters Score -6880842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6880862.500000 Penalty: 3656.879395
	Iteration 24Q: 3 clusters Score -6880862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6880881.500000 Penalty: 3656.879395
	Iteration 25Q: 3 clusters Score -6880882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6880889.000000 Penalty: 3656.879395
	Iteration 26Q: 3 clusters Score -6880889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6880890.000000 Penalty: 3656.879395
	Iteration 27Q: 3 clusters Score -6880890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6880912.500000 Penalty: 3656.879395
	Iteration 28Q: 3 clusters Score -6880912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6880929.000000 Penalty: 3656.879395
	Iteration 29Q: 3 clusters Score -6880929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6880947.500000 Penalty: 3656.879395
	Iteration 30Q: 3 clusters Score -6880948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6880950.000000 Penalty: 3656.879395
	Iteration 31Q: 3 clusters Score -6880950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6880960.500000 Penalty: 3656.879395
	Iteration 32Q: 3 clusters Score -6880960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6880976.500000 Penalty: 3656.879395
	Iteration 33Q: 3 clusters Score -6880976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6880985.000000 Penalty: 3656.879395
	Iteration 34Q: 3 clusters Score -6880985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6880987.000000 Penalty: 3656.879395
	Iteration 35Q: 3 clusters Score -6880987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6881000.500000 Penalty: 3656.879395
	Iteration 36Q: 3 clusters Score -6881000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6881009.500000 Penalty: 3656.879395
	Iteration 37Q: 3 clusters Score -6881010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6881003.500000 Penalty: 3656.879395
	Iteration 38Q: 3 clusters Score -6881004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6880996.000000 Penalty: 3656.879395
	Iteration 39Q: 3 clusters Score -6880996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6881001.500000 Penalty: 3656.879395
	Iteration 40F: 3 clusters Score -6881002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6881010.000000 Penalty: 3656.879395
	Iteration 41Q: 3 clusters Score -6881010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6881012.000000 Penalty: 3656.879395
	Iteration 42Q: 3 clusters Score -6881012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6881003.500000 Penalty: 3656.879395
	Iteration 43Q: 3 clusters Score -6881004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6881010.500000 Penalty: 3656.879395
	Iteration 44Q: 3 clusters Score -6881010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6881013.500000 Penalty: 3656.879395
	Iteration 45Q: 3 clusters Score -6881014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6881013.500000 Penalty: 3656.879395
	Iteration 46F: 3 clusters Score -6881014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -124183.320312 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -124183.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122410.093750 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -122410.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122799.039062 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -122799 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122919.179688 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -122919.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122989.320312 Penalty: 2379.601074
	Iteration 3Q: 3 clusters Score -122989.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123042.968750 Penalty: 2379.601074
	Iteration 4Q: 3 clusters Score -123043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -123074.679688 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -123074.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -123108.023438 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -123108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -123131.320312 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -123131.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -123141.726562 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -123141.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -123156.062500 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -123156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -123167.835938 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -123167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -123178.218750 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -123178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123184.367188 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -123184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -123192.195312 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -123192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123195.359375 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -123195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123197.781250 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -123197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123202.296875 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -123202.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123207.375000 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -123207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123212.398438 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -123212.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123219.039062 Penalty: 2379.601074
	Iteration 19Q: 3 clusters Score -123219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -123222.968750 Penalty: 2379.601074
	Iteration 20F: 3 clusters Score -123223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -123225.289062 Penalty: 2379.601074
	Iteration 21Q: 3 clusters Score -123225.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123230.710938 Penalty: 2379.601074
	Iteration 22Q: 3 clusters Score -123230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123235.593750 Penalty: 2379.601074
	Iteration 23Q: 3 clusters Score -123235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -123240.156250 Penalty: 2379.601074
	Iteration 24Q: 3 clusters Score -123240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -123243.054688 Penalty: 2379.601074
	Iteration 25Q: 3 clusters Score -123243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123244.968750 Penalty: 2379.601074
	Iteration 26Q: 3 clusters Score -123245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -123246.421875 Penalty: 2379.601074
	Iteration 27Q: 3 clusters Score -123246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -123248.953125 Penalty: 2379.601074
	Iteration 28Q: 3 clusters Score -123249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -123251.226562 Penalty: 2379.601074
	Iteration 29Q: 3 clusters Score -123251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123252.367188 Penalty: 2379.601074
	Iteration 30Q: 3 clusters Score -123252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123254.328125 Penalty: 2379.601074
	Iteration 31Q: 3 clusters Score -123254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -123256.023438 Penalty: 2379.601074
	Iteration 32Q: 3 clusters Score -123256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -123256.265625 Penalty: 2379.601074
	Iteration 33Q: 3 clusters Score -123256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -123256.367188 Penalty: 2379.601074
	Iteration 34Q: 3 clusters Score -123256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -123257.476562 Penalty: 2379.601074
	Iteration 35Q: 3 clusters Score -123257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -123258.015625 Penalty: 2379.601074
	Iteration 36Q: 3 clusters Score -123258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123259.023438 Penalty: 2379.601074
	Iteration 37Q: 3 clusters Score -123259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -123263.742188 Penalty: 2379.601074
	Iteration 38Q: 3 clusters Score -123263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -123268.507812 Penalty: 2379.601074
	Iteration 39Q: 3 clusters Score -123268.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123270.429688 Penalty: 2379.601074
	Iteration 40F: 3 clusters Score -123270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -123273.093750 Penalty: 2379.601074
	Iteration 41Q: 3 clusters Score -123273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -123275.445312 Penalty: 2379.601074
	Iteration 42Q: 3 clusters Score -123275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -123279.726562 Penalty: 2379.601074
	Iteration 43Q: 3 clusters Score -123279.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -123286.250000 Penalty: 2379.601074
	Iteration 44Q: 3 clusters Score -123286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -123292.140625 Penalty: 2379.601074
	Iteration 45Q: 3 clusters Score -123292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -123297.546875 Penalty: 2379.601074
	Iteration 46Q: 3 clusters Score -123297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -123305.578125 Penalty: 2379.601074
	Iteration 47Q: 3 clusters Score -123305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123315.851562 Penalty: 2379.601074
	Iteration 48Q: 3 clusters Score -123315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -123325.609375 Penalty: 2379.601074
	Iteration 49Q: 3 clusters Score -123325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -123334.070312 Penalty: 2379.601074
	Iteration 50Q: 3 clusters Score -123334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123336.328125 Penalty: 2379.601074
	Iteration 51Q: 3 clusters Score -123336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123337.640625 Penalty: 2379.601074
	Iteration 52Q: 3 clusters Score -123337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -123338.429688 Penalty: 2379.601074
	Iteration 53Q: 3 clusters Score -123338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123339.335938 Penalty: 2379.601074
	Iteration 54Q: 3 clusters Score -123339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -123340.812500 Penalty: 2379.601074
	Iteration 55Q: 3 clusters Score -123340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -123343.343750 Penalty: 2379.601074
	Iteration 56Q: 3 clusters Score -123343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -123344.226562 Penalty: 2379.601074
	Iteration 57Q: 3 clusters Score -123344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -123344.226562 Penalty: 2379.601074
	Iteration 58F: 3 clusters Score -123344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -481592.406250 Penalty: 1405.563843
	Iteration 0F: 2 clusters Score -481592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -477191.875000 Penalty: 2811.127686
	Iteration 0F: 3 clusters Score -477191.9 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -478677.625000 Penalty: 2811.127686
	Iteration 1F: 3 clusters Score -478677.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -479016.031250 Penalty: 2811.127686
	Iteration 2F: 3 clusters Score -479016 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -479292.437500 Penalty: 2811.127686
	Iteration 3F: 3 clusters Score -479292.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -479527.875000 Penalty: 2811.127686
	Iteration 4F: 3 clusters Score -479527.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -479766.781250 Penalty: 2811.127686
	Iteration 5F: 3 clusters Score -479766.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -479984.031250 Penalty: 2811.127686
	Iteration 6F: 3 clusters Score -479984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -480176.625000 Penalty: 2811.127686
	Iteration 7Q: 3 clusters Score -480176.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -480371.156250 Penalty: 2811.127686
	Iteration 8Q: 3 clusters Score -480371.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -480565.593750 Penalty: 2811.127686
	Iteration 9Q: 3 clusters Score -480565.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -480781.312500 Penalty: 2811.127686
	Iteration 10Q: 3 clusters Score -480781.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -480989.218750 Penalty: 2811.127686
	Iteration 11Q: 3 clusters Score -480989.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -481111.843750 Penalty: 2811.127686
	Iteration 12Q: 3 clusters Score -481111.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -481186.437500 Penalty: 2811.127686
	Iteration 13Q: 3 clusters Score -481186.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -481227.593750 Penalty: 2811.127686
	Iteration 14Q: 3 clusters Score -481227.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -481255.718750 Penalty: 2811.127686
	Iteration 15Q: 3 clusters Score -481255.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -481278.062500 Penalty: 2811.127686
	Iteration 16Q: 3 clusters Score -481278.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -481300.812500 Penalty: 2811.127686
	Iteration 17Q: 3 clusters Score -481300.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -481317.656250 Penalty: 2811.127686
	Iteration 18Q: 3 clusters Score -481317.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -481335.843750 Penalty: 2811.127686
	Iteration 19Q: 3 clusters Score -481335.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -481411.718750 Penalty: 2811.127686
	Iteration 20F: 3 clusters Score -481411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -481452.468750 Penalty: 2811.127686
	Iteration 21Q: 3 clusters Score -481452.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -481490.312500 Penalty: 2811.127686
	Iteration 22Q: 3 clusters Score -481490.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -481506.625000 Penalty: 2811.127686
	Iteration 23Q: 3 clusters Score -481506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -481513.843750 Penalty: 2811.127686
	Iteration 24Q: 3 clusters Score -481513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -481516.687500 Penalty: 2811.127686
	Iteration 25Q: 3 clusters Score -481516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -481515.375000 Penalty: 2811.127686
	Iteration 26Q: 3 clusters Score -481515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -481516.625000 Penalty: 2811.127686
	Iteration 27Q: 3 clusters Score -481516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -481517.031250 Penalty: 2811.127686
	Iteration 28Q: 3 clusters Score -481517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -481518.250000 Penalty: 2811.127686
	Iteration 29Q: 3 clusters Score -481518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -481517.781250 Penalty: 2811.127686
	Iteration 30Q: 3 clusters Score -481517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -481517.781250 Penalty: 2811.127686
	Iteration 31F: 3 clusters Score -481517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -152109.906250 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -152109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -149893.375000 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -149893.4 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -151163.171875 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -151163.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -151737.984375 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -151738 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152116.781250 Penalty: 2524.910645
	Iteration 3F: 3 clusters Score -152116.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152343.593750 Penalty: 2524.910645
	Iteration 4F: 3 clusters Score -152343.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152471.125000 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -152471.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152538.171875 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -152538.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152604.218750 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -152604.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -152679.390625 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -152679.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -152764.078125 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -152764.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -152795.500000 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -152795.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152808.968750 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -152809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152818.093750 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -152818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152821.687500 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -152821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152823.546875 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -152823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152825.015625 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -152825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152824.906250 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -152824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152825.390625 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -152825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152826.109375 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -152826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152827.453125 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -152827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152828.140625 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -152828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152828.312500 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -152828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152828.671875 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -152828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152828.718750 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -152828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152828.843750 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -152828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152828.843750 Penalty: 2524.910645
	Iteration 25F: 3 clusters Score -152828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12946 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140338 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 77029 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 818 members 
Entering Unmasked Estep 
Score: -76291744.000000 Penalty: 66812.335938
Splitting cluster 27 changes total score from -76291520.000000 to -76291744.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -421850.156250 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -421850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -417822.312500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -417822.3 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -419440.531250 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -419440.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -420588.218750 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -420588.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -421888.500000 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -421888.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -422633.625000 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -422633.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -422948.781250 Penalty: 2777.883789
	Iteration 5F: 3 clusters Score -422948.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -423093.656250 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -423093.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -423163.437500 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -423163.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -423207.562500 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -423207.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -423226.750000 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -423226.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -423238.593750 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -423238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -423248.406250 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -423248.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -423255.000000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -423255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -423259.312500 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -423259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -423259.656250 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -423259.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -423261.281250 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -423261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -423262.218750 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -423262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -423262.218750 Penalty: 2777.883789
	Iteration 17F: 3 clusters Score -423262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12946 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140338 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 77029 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 818 members 
Mstep: Class 31 contains 4246 members 
Entering Unmasked Estep 
Score: -76292408.000000 Penalty: 69039.414062
Splitting cluster 28 changes total score from -76291520.000000 to -76292408.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 12946 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 140338 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 26275 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 34432 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 30171 members 
Mstep: Class 23 contains 44765 members 
Mstep: Class 24 contains 77029 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76292976.000000 Penalty: 69039.414062
Iteration 79Q: 32 clusters Score -7.629298e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 12945 members 
Mstep: Class 3 contains 31264 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 246597 members 
Mstep: Class 6 contains 18569 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 17393 members 
Mstep: Class 9 contains 140275 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 1351 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12594 members 
Mstep: Class 15 contains 26270 members 
Mstep: Class 16 contains 82777 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 34428 members 
Mstep: Class 20 contains 11683 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 30185 members 
Mstep: Class 23 contains 44791 members 
Mstep: Class 24 contains 77012 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293416.000000 Penalty: 69039.414062
Iteration 80F: 32 clusters Score -7.629342e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 12944 members 
Mstep: Class 3 contains 31230 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18570 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 17394 members 
Mstep: Class 9 contains 140208 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 1354 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 26239 members 
Mstep: Class 16 contains 82597 members 
Mstep: Class 17 contains 32769 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 34435 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 30023 members 
Mstep: Class 23 contains 44795 members 
Mstep: Class 24 contains 76955 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 1769 members 
Mstep: Class 28 contains 925 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 849 members 
Mstep: Class 31 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293848.000000 Penalty: 69039.414062
Iteration 81Q: 32 clusters Score -7.629385e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 31214 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 246587 members 
Mstep: Class 6 contains 18570 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 17393 members 
Mstep: Class 9 contains 140134 members 
Mstep: Class 10 contains 10351 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 12609 members 
Mstep: Class 15 contains 26205 members 
Mstep: Class 16 contains 82477 members 
Mstep: Class 17 contains 32781 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 34425 members 
Mstep: Class 20 contains 11679 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 29967 members 
Mstep: Class 23 contains 44798 members 
Mstep: Class 24 contains 76920 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5638 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 868 members 
Mstep: Class 31 contains 4792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293720.000000 Penalty: 69039.414062
Iteration 82Q: 32 clusters Score -7.629372e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 31210 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 246583 members 
Mstep: Class 6 contains 18566 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 17395 members 
Mstep: Class 9 contains 140069 members 
Mstep: Class 10 contains 10348 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 12631 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 82383 members 
Mstep: Class 17 contains 32791 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 34429 members 
Mstep: Class 20 contains 11677 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 29917 members 
Mstep: Class 23 contains 44825 members 
Mstep: Class 24 contains 76882 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 942 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 879 members 
Mstep: Class 31 contains 4955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293760.000000 Penalty: 69039.414062
Iteration 83Q: 32 clusters Score -7.629376e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 31201 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 246585 members 
Mstep: Class 6 contains 18563 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 17397 members 
Mstep: Class 9 contains 139990 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 12647 members 
Mstep: Class 15 contains 26152 members 
Mstep: Class 16 contains 82324 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34425 members 
Mstep: Class 20 contains 11675 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 29878 members 
Mstep: Class 23 contains 44839 members 
Mstep: Class 24 contains 76853 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 1610 members 
Mstep: Class 30 contains 883 members 
Mstep: Class 31 contains 5058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294056.000000 Penalty: 69039.414062
Iteration 84Q: 32 clusters Score -7.629406e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 246586 members 
Mstep: Class 6 contains 18560 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 17401 members 
Mstep: Class 9 contains 139935 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 26129 members 
Mstep: Class 16 contains 82276 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 34416 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 29852 members 
Mstep: Class 23 contains 44848 members 
Mstep: Class 24 contains 76816 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 1609 members 
Mstep: Class 30 contains 892 members 
Mstep: Class 31 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294032.000000 Penalty: 69039.414062
Iteration 85Q: 32 clusters Score -7.629403e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 12931 members 
Mstep: Class 3 contains 31185 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 246584 members 
Mstep: Class 6 contains 18560 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 17402 members 
Mstep: Class 9 contains 139904 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12673 members 
Mstep: Class 15 contains 26113 members 
Mstep: Class 16 contains 82240 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 34403 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 29823 members 
Mstep: Class 23 contains 44844 members 
Mstep: Class 24 contains 76788 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 1609 members 
Mstep: Class 30 contains 903 members 
Mstep: Class 31 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294056.000000 Penalty: 69039.414062
Iteration 86Q: 32 clusters Score -7.629406e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 12925 members 
Mstep: Class 3 contains 31181 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246589 members 
Mstep: Class 6 contains 18562 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 17405 members 
Mstep: Class 9 contains 139842 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 26096 members 
Mstep: Class 16 contains 82198 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34397 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 29808 members 
Mstep: Class 23 contains 44852 members 
Mstep: Class 24 contains 76764 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 950 members 
Mstep: Class 29 contains 1610 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294272.000000 Penalty: 69039.414062
Iteration 87Q: 32 clusters Score -7.629427e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 12926 members 
Mstep: Class 3 contains 31180 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 246588 members 
Mstep: Class 6 contains 18563 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 17406 members 
Mstep: Class 9 contains 139774 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12701 members 
Mstep: Class 15 contains 26078 members 
Mstep: Class 16 contains 82187 members 
Mstep: Class 17 contains 32804 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34395 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 29790 members 
Mstep: Class 23 contains 44860 members 
Mstep: Class 24 contains 76749 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 921 members 
Mstep: Class 31 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294192.000000 Penalty: 69039.414062
Iteration 88Q: 32 clusters Score -7.629419e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 31175 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 246590 members 
Mstep: Class 6 contains 18565 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 17409 members 
Mstep: Class 9 contains 139705 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12715 members 
Mstep: Class 15 contains 26059 members 
Mstep: Class 16 contains 82174 members 
Mstep: Class 17 contains 32807 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34392 members 
Mstep: Class 20 contains 11671 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29773 members 
Mstep: Class 23 contains 44875 members 
Mstep: Class 24 contains 76742 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1610 members 
Mstep: Class 30 contains 929 members 
Mstep: Class 31 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294176.000000 Penalty: 69039.414062
Iteration 89Q: 32 clusters Score -7.629418e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 31172 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 246590 members 
Mstep: Class 6 contains 18562 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 17409 members 
Mstep: Class 9 contains 139637 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 82164 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34389 members 
Mstep: Class 20 contains 11669 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29761 members 
Mstep: Class 23 contains 44890 members 
Mstep: Class 24 contains 76733 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 936 members 
Mstep: Class 31 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294240.000000 Penalty: 69039.414062
Iteration 90Q: 32 clusters Score -7.629424e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 12923 members 
Mstep: Class 3 contains 31172 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18561 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 17409 members 
Mstep: Class 9 contains 139559 members 
Mstep: Class 10 contains 10337 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 4276 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 26024 members 
Mstep: Class 16 contains 82152 members 
Mstep: Class 17 contains 32819 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34385 members 
Mstep: Class 20 contains 11667 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29747 members 
Mstep: Class 23 contains 44901 members 
Mstep: Class 24 contains 76729 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 942 members 
Mstep: Class 31 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294248.000000 Penalty: 69039.414062
Iteration 91Q: 32 clusters Score -7.629425e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 12922 members 
Mstep: Class 3 contains 31171 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 246595 members 
Mstep: Class 6 contains 18558 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 17408 members 
Mstep: Class 9 contains 139487 members 
Mstep: Class 10 contains 10337 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 4268 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 26012 members 
Mstep: Class 16 contains 82142 members 
Mstep: Class 17 contains 32826 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34383 members 
Mstep: Class 20 contains 11665 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29737 members 
Mstep: Class 23 contains 44924 members 
Mstep: Class 24 contains 76724 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 949 members 
Mstep: Class 31 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294200.000000 Penalty: 69039.414062
Iteration 92Q: 32 clusters Score -7.62942e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 31167 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18556 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 17411 members 
Mstep: Class 9 contains 139401 members 
Mstep: Class 10 contains 10337 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 26003 members 
Mstep: Class 16 contains 82135 members 
Mstep: Class 17 contains 32833 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34380 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29729 members 
Mstep: Class 23 contains 44955 members 
Mstep: Class 24 contains 76722 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 956 members 
Mstep: Class 31 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294144.000000 Penalty: 69039.414062
Iteration 93Q: 32 clusters Score -7.629414e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 12918 members 
Mstep: Class 3 contains 31166 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 246592 members 
Mstep: Class 6 contains 18555 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 8 contains 17411 members 
Mstep: Class 9 contains 139336 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12765 members 
Mstep: Class 15 contains 25994 members 
Mstep: Class 16 contains 82129 members 
Mstep: Class 17 contains 32840 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34377 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29721 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 76713 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 959 members 
Mstep: Class 31 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294224.000000 Penalty: 69039.414062
Iteration 94Q: 32 clusters Score -7.629422e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 12918 members 
Mstep: Class 3 contains 31166 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 246591 members 
Mstep: Class 6 contains 18553 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 8 contains 17417 members 
Mstep: Class 9 contains 139277 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 12770 members 
Mstep: Class 15 contains 25986 members 
Mstep: Class 16 contains 82121 members 
Mstep: Class 17 contains 32845 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34376 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29703 members 
Mstep: Class 23 contains 45002 members 
Mstep: Class 24 contains 76706 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 964 members 
Mstep: Class 31 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294256.000000 Penalty: 69039.414062
Iteration 95Q: 32 clusters Score -7.629426e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 31165 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 246587 members 
Mstep: Class 6 contains 18550 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 139225 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 25978 members 
Mstep: Class 16 contains 82113 members 
Mstep: Class 17 contains 32848 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34376 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29686 members 
Mstep: Class 23 contains 45027 members 
Mstep: Class 24 contains 76700 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 965 members 
Mstep: Class 31 contains 5377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294184.000000 Penalty: 69039.414062
Iteration 96Q: 32 clusters Score -7.629418e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 31164 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246582 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 17425 members 
Mstep: Class 9 contains 139180 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 82103 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34370 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29676 members 
Mstep: Class 23 contains 45042 members 
Mstep: Class 24 contains 76688 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 1897 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 970 members 
Mstep: Class 31 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294128.000000 Penalty: 69039.414062
Iteration 97Q: 32 clusters Score -7.629413e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 12921 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246579 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 17424 members 
Mstep: Class 9 contains 139131 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 25967 members 
Mstep: Class 16 contains 82092 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34366 members 
Mstep: Class 20 contains 11662 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29667 members 
Mstep: Class 23 contains 45059 members 
Mstep: Class 24 contains 76682 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 973 members 
Mstep: Class 31 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294128.000000 Penalty: 69039.414062
Iteration 98Q: 32 clusters Score -7.629413e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 246584 members 
Mstep: Class 6 contains 18547 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 139092 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 25964 members 
Mstep: Class 16 contains 82081 members 
Mstep: Class 17 contains 32851 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29653 members 
Mstep: Class 23 contains 45076 members 
Mstep: Class 24 contains 76667 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 974 members 
Mstep: Class 31 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 99Q: 32 clusters Score -7.629414e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 12921 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246584 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 139057 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 25963 members 
Mstep: Class 16 contains 82071 members 
Mstep: Class 17 contains 32856 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34360 members 
Mstep: Class 20 contains 11660 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29644 members 
Mstep: Class 23 contains 45090 members 
Mstep: Class 24 contains 76653 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294192.000000 Penalty: 69039.414062
Iteration 100F: 32 clusters Score -7.629419e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 246587 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 139038 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 25961 members 
Mstep: Class 16 contains 82058 members 
Mstep: Class 17 contains 32859 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34356 members 
Mstep: Class 20 contains 11660 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29639 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 76647 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1900 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294168.000000 Penalty: 69039.414062
Iteration 101Q: 32 clusters Score -7.629417e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 246590 members 
Mstep: Class 6 contains 18547 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 139017 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 25959 members 
Mstep: Class 16 contains 82055 members 
Mstep: Class 17 contains 32860 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34352 members 
Mstep: Class 20 contains 11660 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29630 members 
Mstep: Class 23 contains 45106 members 
Mstep: Class 24 contains 76640 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1901 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294120.000000 Penalty: 69039.414062
Iteration 102Q: 32 clusters Score -7.629412e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 12912 members 
Mstep: Class 3 contains 31161 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246586 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138989 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 25958 members 
Mstep: Class 16 contains 82053 members 
Mstep: Class 17 contains 32867 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34353 members 
Mstep: Class 20 contains 11659 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29627 members 
Mstep: Class 23 contains 45119 members 
Mstep: Class 24 contains 76626 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294024.000000 Penalty: 69039.414062
Iteration 103Q: 32 clusters Score -7.629402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246589 members 
Mstep: Class 6 contains 18547 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138963 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4210 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 25957 members 
Mstep: Class 16 contains 82049 members 
Mstep: Class 17 contains 32872 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34356 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29621 members 
Mstep: Class 23 contains 45133 members 
Mstep: Class 24 contains 76613 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294072.000000 Penalty: 69039.414062
Iteration 104Q: 32 clusters Score -7.629407e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 12905 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246591 members 
Mstep: Class 6 contains 18545 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138934 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 25955 members 
Mstep: Class 16 contains 82042 members 
Mstep: Class 17 contains 32875 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 11657 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29622 members 
Mstep: Class 23 contains 45140 members 
Mstep: Class 24 contains 76608 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294104.000000 Penalty: 69039.414062
Iteration 105Q: 32 clusters Score -7.62941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18541 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138909 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 25953 members 
Mstep: Class 16 contains 82032 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34359 members 
Mstep: Class 20 contains 11656 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29618 members 
Mstep: Class 23 contains 45152 members 
Mstep: Class 24 contains 76605 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5512 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294056.000000 Penalty: 69039.414062
Iteration 106Q: 32 clusters Score -7.629406e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246591 members 
Mstep: Class 6 contains 18537 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138885 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 82024 members 
Mstep: Class 17 contains 32875 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 11656 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29614 members 
Mstep: Class 23 contains 45168 members 
Mstep: Class 24 contains 76603 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294176.000000 Penalty: 69039.414062
Iteration 107Q: 32 clusters Score -7.629418e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18538 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138859 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 82019 members 
Mstep: Class 17 contains 32874 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29608 members 
Mstep: Class 23 contains 45180 members 
Mstep: Class 24 contains 76598 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294176.000000 Penalty: 69039.414062
Iteration 108Q: 32 clusters Score -7.629418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18538 members 
Mstep: Class 7 contains 2957 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138838 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 82017 members 
Mstep: Class 17 contains 32874 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 11654 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29598 members 
Mstep: Class 23 contains 45192 members 
Mstep: Class 24 contains 76593 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294176.000000 Penalty: 69039.414062
Iteration 109Q: 32 clusters Score -7.629418e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2958 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138815 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 82014 members 
Mstep: Class 17 contains 32871 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34359 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29595 members 
Mstep: Class 23 contains 45203 members 
Mstep: Class 24 contains 76589 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294104.000000 Penalty: 69039.414062
Iteration 110Q: 32 clusters Score -7.62941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246592 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138795 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25951 members 
Mstep: Class 16 contains 82011 members 
Mstep: Class 17 contains 32869 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34359 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29591 members 
Mstep: Class 23 contains 45216 members 
Mstep: Class 24 contains 76583 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294080.000000 Penalty: 69039.414062
Iteration 111Q: 32 clusters Score -7.629408e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246592 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138776 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25950 members 
Mstep: Class 16 contains 82007 members 
Mstep: Class 17 contains 32866 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 11651 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29585 members 
Mstep: Class 23 contains 45226 members 
Mstep: Class 24 contains 76582 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294040.000000 Penalty: 69039.414062
Iteration 112Q: 32 clusters Score -7.629404e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246593 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138759 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 82004 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34357 members 
Mstep: Class 20 contains 11652 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29578 members 
Mstep: Class 23 contains 45236 members 
Mstep: Class 24 contains 76578 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294008.000000 Penalty: 69039.414062
Iteration 113Q: 32 clusters Score -7.629401e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246595 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138734 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 82004 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34360 members 
Mstep: Class 20 contains 11652 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29571 members 
Mstep: Class 23 contains 45249 members 
Mstep: Class 24 contains 76577 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294064.000000 Penalty: 69039.414062
Iteration 114Q: 32 clusters Score -7.629406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138709 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 81999 members 
Mstep: Class 17 contains 32866 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11651 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29565 members 
Mstep: Class 23 contains 45262 members 
Mstep: Class 24 contains 76577 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 1903 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294000.000000 Penalty: 69039.414062
Iteration 115Q: 32 clusters Score -7.6294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138689 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 82000 members 
Mstep: Class 17 contains 32864 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 20 contains 11651 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29559 members 
Mstep: Class 23 contains 45276 members 
Mstep: Class 24 contains 76575 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5520 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293968.000000 Penalty: 69039.414062
Iteration 116Q: 32 clusters Score -7.629397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138672 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 81998 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34361 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29551 members 
Mstep: Class 23 contains 45289 members 
Mstep: Class 24 contains 76572 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293984.000000 Penalty: 69039.414062
Iteration 117Q: 32 clusters Score -7.629398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138658 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 25948 members 
Mstep: Class 16 contains 81995 members 
Mstep: Class 17 contains 32864 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29545 members 
Mstep: Class 23 contains 45301 members 
Mstep: Class 24 contains 76571 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76293984.000000 Penalty: 69039.414062
Iteration 118Q: 32 clusters Score -7.629398e+07 nChanged 39
Entering ConstructFrom: 
Score: -76293984.000000 Penalty: 69039.414062
Entering ConstructFrom: 
Trying to split cluster 1 (28453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Entering Unmasked Estep 
Score: -2489694.500000 Penalty: 1666.601440
	Iteration 0F: 2 clusters Score -2489694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2470455.500000 Penalty: 3333.202881
	Iteration 0F: 3 clusters Score -2470456 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2477618.250000 Penalty: 3333.202881
	Iteration 1F: 3 clusters Score -2477618 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2477966.250000 Penalty: 3333.202881
	Iteration 2Q: 3 clusters Score -2477966 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2478277.750000 Penalty: 3333.202881
	Iteration 3Q: 3 clusters Score -2478278 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2478550.000000 Penalty: 3333.202881
	Iteration 4Q: 3 clusters Score -2478550 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2478843.250000 Penalty: 3333.202881
	Iteration 5Q: 3 clusters Score -2478843 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2479161.500000 Penalty: 3333.202881
	Iteration 6Q: 3 clusters Score -2479162 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2479581.500000 Penalty: 3333.202881
	Iteration 7Q: 3 clusters Score -2479582 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2480016.000000 Penalty: 3333.202881
	Iteration 8Q: 3 clusters Score -2480016 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2480569.750000 Penalty: 3333.202881
	Iteration 9Q: 3 clusters Score -2480570 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2481247.000000 Penalty: 3333.202881
	Iteration 10Q: 3 clusters Score -2481247 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2482034.750000 Penalty: 3333.202881
	Iteration 11Q: 3 clusters Score -2482035 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2483029.250000 Penalty: 3333.202881
	Iteration 12Q: 3 clusters Score -2483029 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2484044.500000 Penalty: 3333.202881
	Iteration 13Q: 3 clusters Score -2484044 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2484921.750000 Penalty: 3333.202881
	Iteration 14Q: 3 clusters Score -2484922 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2485539.250000 Penalty: 3333.202881
	Iteration 15Q: 3 clusters Score -2485539 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2485972.000000 Penalty: 3333.202881
	Iteration 16Q: 3 clusters Score -2485972 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2486293.000000 Penalty: 3333.202881
	Iteration 17Q: 3 clusters Score -2486293 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2486569.500000 Penalty: 3333.202881
	Iteration 18Q: 3 clusters Score -2486570 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2486816.000000 Penalty: 3333.202881
	Iteration 19Q: 3 clusters Score -2486816 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2487044.750000 Penalty: 3333.202881
	Iteration 20F: 3 clusters Score -2487045 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2487263.750000 Penalty: 3333.202881
	Iteration 21Q: 3 clusters Score -2487264 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2487435.750000 Penalty: 3333.202881
	Iteration 22Q: 3 clusters Score -2487436 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2487603.000000 Penalty: 3333.202881
	Iteration 23Q: 3 clusters Score -2487603 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2487750.250000 Penalty: 3333.202881
	Iteration 24Q: 3 clusters Score -2487750 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2487870.000000 Penalty: 3333.202881
	Iteration 25Q: 3 clusters Score -2487870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2487940.750000 Penalty: 3333.202881
	Iteration 26Q: 3 clusters Score -2487941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2488008.000000 Penalty: 3333.202881
	Iteration 27Q: 3 clusters Score -2488008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2488056.750000 Penalty: 3333.202881
	Iteration 28Q: 3 clusters Score -2488057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2488102.000000 Penalty: 3333.202881
	Iteration 29Q: 3 clusters Score -2488102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2488126.250000 Penalty: 3333.202881
	Iteration 30Q: 3 clusters Score -2488126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2488149.000000 Penalty: 3333.202881
	Iteration 31Q: 3 clusters Score -2488149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2488171.000000 Penalty: 3333.202881
	Iteration 32Q: 3 clusters Score -2488171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2488188.250000 Penalty: 3333.202881
	Iteration 33Q: 3 clusters Score -2488188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2488201.250000 Penalty: 3333.202881
	Iteration 34Q: 3 clusters Score -2488201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2488210.750000 Penalty: 3333.202881
	Iteration 35Q: 3 clusters Score -2488211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2488214.250000 Penalty: 3333.202881
	Iteration 36Q: 3 clusters Score -2488214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2488224.750000 Penalty: 3333.202881
	Iteration 37Q: 3 clusters Score -2488225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2488223.500000 Penalty: 3333.202881
	Iteration 38Q: 3 clusters Score -2488224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2488227.500000 Penalty: 3333.202881
	Iteration 39Q: 3 clusters Score -2488228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2488227.750000 Penalty: 3333.202881
	Iteration 40F: 3 clusters Score -2488228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2488225.750000 Penalty: 3333.202881
	Iteration 41Q: 3 clusters Score -2488226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2488230.250000 Penalty: 3333.202881
	Iteration 42Q: 3 clusters Score -2488230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2488232.750000 Penalty: 3333.202881
	Iteration 43Q: 3 clusters Score -2488233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2488234.500000 Penalty: 3333.202881
	Iteration 44Q: 3 clusters Score -2488234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2488234.500000 Penalty: 3333.202881
	Iteration 45F: 3 clusters Score -2488234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Entering Unmasked Estep 
Score: -1158842.250000 Penalty: 1538.059692
	Iteration 0F: 2 clusters Score -1158842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1149781.625000 Penalty: 3076.119385
	Iteration 0F: 3 clusters Score -1149782 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1152855.875000 Penalty: 3076.119385
	Iteration 1F: 3 clusters Score -1152856 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1153189.875000 Penalty: 3076.119385
	Iteration 2F: 3 clusters Score -1153190 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1153483.875000 Penalty: 3076.119385
	Iteration 3F: 3 clusters Score -1153484 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1153751.500000 Penalty: 3076.119385
	Iteration 4Q: 3 clusters Score -1153752 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1153981.000000 Penalty: 3076.119385
	Iteration 5Q: 3 clusters Score -1153981 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1154188.875000 Penalty: 3076.119385
	Iteration 6Q: 3 clusters Score -1154189 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1154428.375000 Penalty: 3076.119385
	Iteration 7Q: 3 clusters Score -1154428 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1154685.125000 Penalty: 3076.119385
	Iteration 8Q: 3 clusters Score -1154685 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1154983.125000 Penalty: 3076.119385
	Iteration 9Q: 3 clusters Score -1154983 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1155282.250000 Penalty: 3076.119385
	Iteration 10Q: 3 clusters Score -1155282 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1155578.375000 Penalty: 3076.119385
	Iteration 11Q: 3 clusters Score -1155578 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1155858.250000 Penalty: 3076.119385
	Iteration 12Q: 3 clusters Score -1155858 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1156147.875000 Penalty: 3076.119385
	Iteration 13Q: 3 clusters Score -1156148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1156427.250000 Penalty: 3076.119385
	Iteration 14Q: 3 clusters Score -1156427 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1156653.750000 Penalty: 3076.119385
	Iteration 15Q: 3 clusters Score -1156654 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1156834.000000 Penalty: 3076.119385
	Iteration 16Q: 3 clusters Score -1156834 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1156965.500000 Penalty: 3076.119385
	Iteration 17Q: 3 clusters Score -1156966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1157064.500000 Penalty: 3076.119385
	Iteration 18Q: 3 clusters Score -1157064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1157135.125000 Penalty: 3076.119385
	Iteration 19Q: 3 clusters Score -1157135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1157187.500000 Penalty: 3076.119385
	Iteration 20F: 3 clusters Score -1157188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1157238.875000 Penalty: 3076.119385
	Iteration 21Q: 3 clusters Score -1157239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1157277.500000 Penalty: 3076.119385
	Iteration 22Q: 3 clusters Score -1157278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1157302.500000 Penalty: 3076.119385
	Iteration 23Q: 3 clusters Score -1157302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1157329.000000 Penalty: 3076.119385
	Iteration 24Q: 3 clusters Score -1157329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1157348.000000 Penalty: 3076.119385
	Iteration 25Q: 3 clusters Score -1157348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1157378.125000 Penalty: 3076.119385
	Iteration 26Q: 3 clusters Score -1157378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1157400.625000 Penalty: 3076.119385
	Iteration 27Q: 3 clusters Score -1157401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1157415.750000 Penalty: 3076.119385
	Iteration 28Q: 3 clusters Score -1157416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1157427.125000 Penalty: 3076.119385
	Iteration 29Q: 3 clusters Score -1157427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1157442.750000 Penalty: 3076.119385
	Iteration 30Q: 3 clusters Score -1157443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1157449.875000 Penalty: 3076.119385
	Iteration 31Q: 3 clusters Score -1157450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1157463.625000 Penalty: 3076.119385
	Iteration 32Q: 3 clusters Score -1157464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1157472.375000 Penalty: 3076.119385
	Iteration 33Q: 3 clusters Score -1157472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1157482.250000 Penalty: 3076.119385
	Iteration 34Q: 3 clusters Score -1157482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1157486.625000 Penalty: 3076.119385
	Iteration 35Q: 3 clusters Score -1157487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1157494.875000 Penalty: 3076.119385
	Iteration 36Q: 3 clusters Score -1157495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1157499.375000 Penalty: 3076.119385
	Iteration 37Q: 3 clusters Score -1157499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1157501.750000 Penalty: 3076.119385
	Iteration 38Q: 3 clusters Score -1157502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1157502.125000 Penalty: 3076.119385
	Iteration 39Q: 3 clusters Score -1157502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1157506.375000 Penalty: 3076.119385
	Iteration 40F: 3 clusters Score -1157506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1157510.375000 Penalty: 3076.119385
	Iteration 41Q: 3 clusters Score -1157510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1157511.500000 Penalty: 3076.119385
	Iteration 42Q: 3 clusters Score -1157512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1157509.000000 Penalty: 3076.119385
	Iteration 43Q: 3 clusters Score -1157509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1157511.000000 Penalty: 3076.119385
	Iteration 44Q: 3 clusters Score -1157511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1157510.375000 Penalty: 3076.119385
	Iteration 45Q: 3 clusters Score -1157510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1157511.250000 Penalty: 3076.119385
	Iteration 46Q: 3 clusters Score -1157511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1157512.250000 Penalty: 3076.119385
	Iteration 47Q: 3 clusters Score -1157512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1157512.875000 Penalty: 3076.119385
	Iteration 48Q: 3 clusters Score -1157513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1157514.000000 Penalty: 3076.119385
	Iteration 49Q: 3 clusters Score -1157514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1157514.000000 Penalty: 3076.119385
	Iteration 50F: 3 clusters Score -1157514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Entering Unmasked Estep 
Score: -2727031.250000 Penalty: 1681.364380
	Iteration 0F: 2 clusters Score -2727031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2705924.750000 Penalty: 3362.728760
	Iteration 0F: 3 clusters Score -2705925 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2713794.500000 Penalty: 3362.728760
	Iteration 1F: 3 clusters Score -2713794 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2714102.000000 Penalty: 3362.728760
	Iteration 2Q: 3 clusters Score -2714102 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2714412.250000 Penalty: 3362.728760
	Iteration 3Q: 3 clusters Score -2714412 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2714779.750000 Penalty: 3362.728760
	Iteration 4Q: 3 clusters Score -2714780 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2715354.250000 Penalty: 3362.728760
	Iteration 5Q: 3 clusters Score -2715354 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2716138.000000 Penalty: 3362.728760
	Iteration 6F: 3 clusters Score -2716138 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2717298.250000 Penalty: 3362.728760
	Iteration 7F: 3 clusters Score -2717298 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2718760.500000 Penalty: 3362.728760
	Iteration 8F: 3 clusters Score -2718760 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2720285.500000 Penalty: 3362.728760
	Iteration 9F: 3 clusters Score -2720286 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2721710.250000 Penalty: 3362.728760
	Iteration 10F: 3 clusters Score -2721710 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2722955.250000 Penalty: 3362.728760
	Iteration 11Q: 3 clusters Score -2722955 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2723976.250000 Penalty: 3362.728760
	Iteration 12Q: 3 clusters Score -2723976 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2724695.000000 Penalty: 3362.728760
	Iteration 13Q: 3 clusters Score -2724695 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2725117.000000 Penalty: 3362.728760
	Iteration 14Q: 3 clusters Score -2725117 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2725305.250000 Penalty: 3362.728760
	Iteration 15Q: 3 clusters Score -2725305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2725386.500000 Penalty: 3362.728760
	Iteration 16Q: 3 clusters Score -2725386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2725415.250000 Penalty: 3362.728760
	Iteration 17Q: 3 clusters Score -2725415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2725440.500000 Penalty: 3362.728760
	Iteration 18Q: 3 clusters Score -2725440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2725464.000000 Penalty: 3362.728760
	Iteration 19Q: 3 clusters Score -2725464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2725475.000000 Penalty: 3362.728760
	Iteration 20F: 3 clusters Score -2725475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2725487.750000 Penalty: 3362.728760
	Iteration 21Q: 3 clusters Score -2725488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2725498.000000 Penalty: 3362.728760
	Iteration 22Q: 3 clusters Score -2725498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2725512.250000 Penalty: 3362.728760
	Iteration 23Q: 3 clusters Score -2725512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2725511.500000 Penalty: 3362.728760
	Iteration 24Q: 3 clusters Score -2725512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2725521.000000 Penalty: 3362.728760
	Iteration 25Q: 3 clusters Score -2725521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2725526.750000 Penalty: 3362.728760
	Iteration 26Q: 3 clusters Score -2725527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2725530.500000 Penalty: 3362.728760
	Iteration 27Q: 3 clusters Score -2725530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2725533.750000 Penalty: 3362.728760
	Iteration 28Q: 3 clusters Score -2725534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2725539.000000 Penalty: 3362.728760
	Iteration 29Q: 3 clusters Score -2725539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2725539.000000 Penalty: 3362.728760
	Iteration 30F: 3 clusters Score -2725539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Entering Unmasked Estep 
Score: -502861.500000 Penalty: 1422.063110
	Iteration 0F: 2 clusters Score -502861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -498015.750000 Penalty: 2844.126221
	Iteration 0F: 3 clusters Score -498015.8 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -499552.218750 Penalty: 2844.126221
	Iteration 1F: 3 clusters Score -499552.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -500065.343750 Penalty: 2844.126221
	Iteration 2F: 3 clusters Score -500065.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -500630.031250 Penalty: 2844.126221
	Iteration 3F: 3 clusters Score -500630 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -501095.875000 Penalty: 2844.126221
	Iteration 4F: 3 clusters Score -501095.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -501467.500000 Penalty: 2844.126221
	Iteration 5F: 3 clusters Score -501467.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -501756.906250 Penalty: 2844.126221
	Iteration 6F: 3 clusters Score -501756.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -501981.656250 Penalty: 2844.126221
	Iteration 7Q: 3 clusters Score -501981.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -502202.906250 Penalty: 2844.126221
	Iteration 8Q: 3 clusters Score -502202.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -502403.531250 Penalty: 2844.126221
	Iteration 9Q: 3 clusters Score -502403.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -502592.093750 Penalty: 2844.126221
	Iteration 10Q: 3 clusters Score -502592.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -502748.062500 Penalty: 2844.126221
	Iteration 11Q: 3 clusters Score -502748.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -502867.781250 Penalty: 2844.126221
	Iteration 12Q: 3 clusters Score -502867.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -502927.343750 Penalty: 2844.126221
	Iteration 13Q: 3 clusters Score -502927.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -502954.812500 Penalty: 2844.126221
	Iteration 14Q: 3 clusters Score -502954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -502972.312500 Penalty: 2844.126221
	Iteration 15Q: 3 clusters Score -502972.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -502987.906250 Penalty: 2844.126221
	Iteration 16Q: 3 clusters Score -502987.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -502993.000000 Penalty: 2844.126221
	Iteration 17Q: 3 clusters Score -502993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -502992.937500 Penalty: 2844.126221
	Iteration 18Q: 3 clusters Score -502992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -502994.250000 Penalty: 2844.126221
	Iteration 19Q: 3 clusters Score -502994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -502994.843750 Penalty: 2844.126221
	Iteration 20F: 3 clusters Score -502994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -502994.906250 Penalty: 2844.126221
	Iteration 21Q: 3 clusters Score -502994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -502995.250000 Penalty: 2844.126221
	Iteration 22Q: 3 clusters Score -502995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -502995.250000 Penalty: 2844.126221
	Iteration 23F: 3 clusters Score -502995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138645 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25947 members 
Mstep: Class 16 contains 81988 members 
Mstep: Class 17 contains 32866 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29543 members 
Mstep: Class 23 contains 45315 members 
Mstep: Class 24 contains 76569 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Mstep: Class 32 contains 3530 members 
Entering Unmasked Estep 
Score: -76293536.000000 Penalty: 71266.492188
Splitting cluster 4 changes total score from -76293984.000000 to -76293536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (246594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246594 members 
Entering Unmasked Estep 
Score: -22227898.000000 Penalty: 2017.518555
	Iteration 0F: 2 clusters Score -2.22279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -22062358.000000 Penalty: 4035.037109
	Iteration 0F: 3 clusters Score -2.206236e+07 nChanged 120072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -22133530.000000 Penalty: 4035.037109
	Iteration 1F: 3 clusters Score -2.213353e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -22134442.000000 Penalty: 4035.037109
	Iteration 2Q: 3 clusters Score -2.213444e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113234 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -22135722.000000 Penalty: 4035.037109
	Iteration 3Q: 3 clusters Score -2.213572e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -22137822.000000 Penalty: 4035.037109
	Iteration 4Q: 3 clusters Score -2.213782e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -22141492.000000 Penalty: 4035.037109
	Iteration 5Q: 3 clusters Score -2.214149e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -22148712.000000 Penalty: 4035.037109
	Iteration 6Q: 3 clusters Score -2.214871e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -22161276.000000 Penalty: 4035.037109
	Iteration 7F: 3 clusters Score -2.216128e+07 nChanged 19001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 191680 members 
Entering Unmasked Estep 
Score: -22178958.000000 Penalty: 4035.037109
	Iteration 8F: 3 clusters Score -2.217896e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -22196874.000000 Penalty: 4035.037109
	Iteration 9F: 3 clusters Score -2.219687e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 222194 members 
Entering Unmasked Estep 
Score: -22209850.000000 Penalty: 4035.037109
	Iteration 10F: 3 clusters Score -2.220985e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 230357 members 
Entering Unmasked Estep 
Score: -22217336.000000 Penalty: 4035.037109
	Iteration 11Q: 3 clusters Score -2.221734e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 235574 members 
Entering Unmasked Estep 
Score: -22221266.000000 Penalty: 4035.037109
	Iteration 12Q: 3 clusters Score -2.222127e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 238970 members 
Entering Unmasked Estep 
Score: -22223318.000000 Penalty: 4035.037109
	Iteration 13Q: 3 clusters Score -2.222332e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 241124 members 
Entering Unmasked Estep 
Score: -22224504.000000 Penalty: 4035.037109
	Iteration 14Q: 3 clusters Score -2.22245e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 242527 members 
Entering Unmasked Estep 
Score: -22225120.000000 Penalty: 4035.037109
	Iteration 15Q: 3 clusters Score -2.222512e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 243460 members 
Entering Unmasked Estep 
Score: -22225460.000000 Penalty: 4035.037109
	Iteration 16Q: 3 clusters Score -2.222546e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 244042 members 
Entering Unmasked Estep 
Score: -22225706.000000 Penalty: 4035.037109
	Iteration 17Q: 3 clusters Score -2.222571e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 244458 members 
Entering Unmasked Estep 
Score: -22225900.000000 Penalty: 4035.037109
	Iteration 18Q: 3 clusters Score -2.22259e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 244738 members 
Entering Unmasked Estep 
Score: -22226004.000000 Penalty: 4035.037109
	Iteration 19Q: 3 clusters Score -2.2226e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 244938 members 
Entering Unmasked Estep 
Score: -22226072.000000 Penalty: 4035.037109
	Iteration 20F: 3 clusters Score -2.222607e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 245075 members 
Entering Unmasked Estep 
Score: -22226114.000000 Penalty: 4035.037109
	Iteration 21Q: 3 clusters Score -2.222611e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 245182 members 
Entering Unmasked Estep 
Score: -22226158.000000 Penalty: 4035.037109
	Iteration 22Q: 3 clusters Score -2.222616e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 245259 members 
Entering Unmasked Estep 
Score: -22226210.000000 Penalty: 4035.037109
	Iteration 23Q: 3 clusters Score -2.222621e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -22226238.000000 Penalty: 4035.037109
	Iteration 24Q: 3 clusters Score -2.222624e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 245374 members 
Entering Unmasked Estep 
Score: -22226232.000000 Penalty: 4035.037109
	Iteration 25Q: 3 clusters Score -2.222623e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 245417 members 
Entering Unmasked Estep 
Score: -22226248.000000 Penalty: 4035.037109
	Iteration 26Q: 3 clusters Score -2.222625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 245457 members 
Entering Unmasked Estep 
Score: -22226258.000000 Penalty: 4035.037109
	Iteration 27Q: 3 clusters Score -2.222626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 245488 members 
Entering Unmasked Estep 
Score: -22226260.000000 Penalty: 4035.037109
	Iteration 28Q: 3 clusters Score -2.222626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 245515 members 
Entering Unmasked Estep 
Score: -22226274.000000 Penalty: 4035.037109
	Iteration 29Q: 3 clusters Score -2.222627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 245532 members 
Entering Unmasked Estep 
Score: -22226296.000000 Penalty: 4035.037109
	Iteration 30Q: 3 clusters Score -2.22263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 245549 members 
Entering Unmasked Estep 
Score: -22226318.000000 Penalty: 4035.037109
	Iteration 31Q: 3 clusters Score -2.222632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 245556 members 
Entering Unmasked Estep 
Score: -22226334.000000 Penalty: 4035.037109
	Iteration 32Q: 3 clusters Score -2.222633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 245569 members 
Entering Unmasked Estep 
Score: -22226326.000000 Penalty: 4035.037109
	Iteration 33Q: 3 clusters Score -2.222633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 245578 members 
Entering Unmasked Estep 
Score: -22226340.000000 Penalty: 4035.037109
	Iteration 34Q: 3 clusters Score -2.222634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -22226344.000000 Penalty: 4035.037109
	Iteration 35Q: 3 clusters Score -2.222634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 245583 members 
Entering Unmasked Estep 
Score: -22226338.000000 Penalty: 4035.037109
	Iteration 36Q: 3 clusters Score -2.222634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 245591 members 
Entering Unmasked Estep 
Score: -22226336.000000 Penalty: 4035.037109
	Iteration 37Q: 3 clusters Score -2.222634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 245595 members 
Entering Unmasked Estep 
Score: -22226332.000000 Penalty: 4035.037109
	Iteration 38Q: 3 clusters Score -2.222633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 245596 members 
Entering Unmasked Estep 
Score: -22226332.000000 Penalty: 4035.037109
	Iteration 39Q: 3 clusters Score -2.222633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 245601 members 
Entering Unmasked Estep 
Score: -22226344.000000 Penalty: 4035.037109
	Iteration 40F: 3 clusters Score -2.222634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 245606 members 
Entering Unmasked Estep 
Score: -22226348.000000 Penalty: 4035.037109
	Iteration 41Q: 3 clusters Score -2.222635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 245608 members 
Entering Unmasked Estep 
Score: -22226336.000000 Penalty: 4035.037109
	Iteration 42Q: 3 clusters Score -2.222634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 245610 members 
Entering Unmasked Estep 
Score: -22226344.000000 Penalty: 4035.037109
	Iteration 43Q: 3 clusters Score -2.222634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 245608 members 
Entering Unmasked Estep 
Score: -22226346.000000 Penalty: 4035.037109
	Iteration 44Q: 3 clusters Score -2.222635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 245610 members 
Entering Unmasked Estep 
Score: -22226370.000000 Penalty: 4035.037109
	Iteration 45Q: 3 clusters Score -2.222637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 245614 members 
Entering Unmasked Estep 
Score: -22226376.000000 Penalty: 4035.037109
	Iteration 46Q: 3 clusters Score -2.222638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 245618 members 
Entering Unmasked Estep 
Score: -22226366.000000 Penalty: 4035.037109
	Iteration 47Q: 3 clusters Score -2.222637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 245623 members 
Entering Unmasked Estep 
Score: -22226364.000000 Penalty: 4035.037109
	Iteration 48Q: 3 clusters Score -2.222636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 245627 members 
Entering Unmasked Estep 
Score: -22226374.000000 Penalty: 4035.037109
	Iteration 49Q: 3 clusters Score -2.222637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 245628 members 
Entering Unmasked Estep 
Score: -22226372.000000 Penalty: 4035.037109
	Iteration 50Q: 3 clusters Score -2.222637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 245627 members 
Entering Unmasked Estep 
Score: -22226376.000000 Penalty: 4035.037109
	Iteration 51Q: 3 clusters Score -2.222638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 245629 members 
Entering Unmasked Estep 
Score: -22226380.000000 Penalty: 4035.037109
	Iteration 52Q: 3 clusters Score -2.222638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 245628 members 
Entering Unmasked Estep 
Score: -22226386.000000 Penalty: 4035.037109
	Iteration 53Q: 3 clusters Score -2.222639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 245629 members 
Entering Unmasked Estep 
Score: -22226384.000000 Penalty: 4035.037109
	Iteration 54Q: 3 clusters Score -2.222638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 245631 members 
Entering Unmasked Estep 
Score: -22226384.000000 Penalty: 4035.037109
	Iteration 55Q: 3 clusters Score -2.222638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 245633 members 
Entering Unmasked Estep 
Score: -22226376.000000 Penalty: 4035.037109
	Iteration 56Q: 3 clusters Score -2.222638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 245633 members 
Entering Unmasked Estep 
Score: -22226372.000000 Penalty: 4035.037109
	Iteration 57Q: 3 clusters Score -2.222637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 245633 members 
Entering Unmasked Estep 
Score: -22226372.000000 Penalty: 4035.037109
	Iteration 58F: 3 clusters Score -2.222637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Entering Unmasked Estep 
Score: -1603807.750000 Penalty: 1596.963867
	Iteration 0F: 2 clusters Score -1603808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1591145.500000 Penalty: 3193.927734
	Iteration 0F: 3 clusters Score -1591146 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1595630.250000 Penalty: 3193.927734
	Iteration 1F: 3 clusters Score -1595630 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1595976.750000 Penalty: 3193.927734
	Iteration 2Q: 3 clusters Score -1595977 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1596298.625000 Penalty: 3193.927734
	Iteration 3Q: 3 clusters Score -1596299 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1596593.000000 Penalty: 3193.927734
	Iteration 4Q: 3 clusters Score -1596593 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1596883.875000 Penalty: 3193.927734
	Iteration 5Q: 3 clusters Score -1596884 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1597175.375000 Penalty: 3193.927734
	Iteration 6Q: 3 clusters Score -1597175 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1597556.375000 Penalty: 3193.927734
	Iteration 7Q: 3 clusters Score -1597556 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1598001.375000 Penalty: 3193.927734
	Iteration 8Q: 3 clusters Score -1598001 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1598499.125000 Penalty: 3193.927734
	Iteration 9Q: 3 clusters Score -1598499 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1599097.250000 Penalty: 3193.927734
	Iteration 10Q: 3 clusters Score -1599097 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1599646.250000 Penalty: 3193.927734
	Iteration 11Q: 3 clusters Score -1599646 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1600081.250000 Penalty: 3193.927734
	Iteration 12Q: 3 clusters Score -1600081 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1600424.500000 Penalty: 3193.927734
	Iteration 13Q: 3 clusters Score -1600424 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1600743.250000 Penalty: 3193.927734
	Iteration 14Q: 3 clusters Score -1600743 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1601020.000000 Penalty: 3193.927734
	Iteration 15Q: 3 clusters Score -1601020 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1601276.625000 Penalty: 3193.927734
	Iteration 16Q: 3 clusters Score -1601277 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1601522.375000 Penalty: 3193.927734
	Iteration 17Q: 3 clusters Score -1601522 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1601752.250000 Penalty: 3193.927734
	Iteration 18Q: 3 clusters Score -1601752 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1601958.250000 Penalty: 3193.927734
	Iteration 19Q: 3 clusters Score -1601958 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1602119.000000 Penalty: 3193.927734
	Iteration 20F: 3 clusters Score -1602119 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1602232.500000 Penalty: 3193.927734
	Iteration 21Q: 3 clusters Score -1602232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1602327.000000 Penalty: 3193.927734
	Iteration 22Q: 3 clusters Score -1602327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1602417.625000 Penalty: 3193.927734
	Iteration 23Q: 3 clusters Score -1602418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1602509.750000 Penalty: 3193.927734
	Iteration 24Q: 3 clusters Score -1602510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1602573.000000 Penalty: 3193.927734
	Iteration 25Q: 3 clusters Score -1602573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1602613.750000 Penalty: 3193.927734
	Iteration 26Q: 3 clusters Score -1602614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1602626.625000 Penalty: 3193.927734
	Iteration 27Q: 3 clusters Score -1602627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1602647.125000 Penalty: 3193.927734
	Iteration 28Q: 3 clusters Score -1602647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1602663.125000 Penalty: 3193.927734
	Iteration 29Q: 3 clusters Score -1602663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1602670.000000 Penalty: 3193.927734
	Iteration 30Q: 3 clusters Score -1602670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1602674.625000 Penalty: 3193.927734
	Iteration 31Q: 3 clusters Score -1602675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1602679.000000 Penalty: 3193.927734
	Iteration 32Q: 3 clusters Score -1602679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1602681.875000 Penalty: 3193.927734
	Iteration 33Q: 3 clusters Score -1602682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1602682.500000 Penalty: 3193.927734
	Iteration 34Q: 3 clusters Score -1602682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1602683.750000 Penalty: 3193.927734
	Iteration 35Q: 3 clusters Score -1602684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1602687.375000 Penalty: 3193.927734
	Iteration 36Q: 3 clusters Score -1602687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1602687.375000 Penalty: 3193.927734
	Iteration 37F: 3 clusters Score -1602687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Entering Unmasked Estep 
Score: -239966.687500 Penalty: 1299.565674
	Iteration 0F: 2 clusters Score -239966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -237212.718750 Penalty: 2599.131348
	Iteration 0F: 3 clusters Score -237212.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -237872.640625 Penalty: 2599.131348
	Iteration 1F: 3 clusters Score -237872.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -238007.312500 Penalty: 2599.131348
	Iteration 2F: 3 clusters Score -238007.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -238084.546875 Penalty: 2599.131348
	Iteration 3F: 3 clusters Score -238084.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -238138.171875 Penalty: 2599.131348
	Iteration 4Q: 3 clusters Score -238138.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238173.656250 Penalty: 2599.131348
	Iteration 5Q: 3 clusters Score -238173.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238205.156250 Penalty: 2599.131348
	Iteration 6Q: 3 clusters Score -238205.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238233.250000 Penalty: 2599.131348
	Iteration 7Q: 3 clusters Score -238233.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238248.156250 Penalty: 2599.131348
	Iteration 8Q: 3 clusters Score -238248.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -238263.046875 Penalty: 2599.131348
	Iteration 9Q: 3 clusters Score -238263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238276.578125 Penalty: 2599.131348
	Iteration 10Q: 3 clusters Score -238276.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238291.328125 Penalty: 2599.131348
	Iteration 11Q: 3 clusters Score -238291.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238305.187500 Penalty: 2599.131348
	Iteration 12Q: 3 clusters Score -238305.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238319.187500 Penalty: 2599.131348
	Iteration 13Q: 3 clusters Score -238319.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -238330.875000 Penalty: 2599.131348
	Iteration 14Q: 3 clusters Score -238330.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -238347.312500 Penalty: 2599.131348
	Iteration 15Q: 3 clusters Score -238347.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -238360.375000 Penalty: 2599.131348
	Iteration 16Q: 3 clusters Score -238360.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238375.171875 Penalty: 2599.131348
	Iteration 17Q: 3 clusters Score -238375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -238387.953125 Penalty: 2599.131348
	Iteration 18Q: 3 clusters Score -238388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -238398.375000 Penalty: 2599.131348
	Iteration 19Q: 3 clusters Score -238398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -238409.828125 Penalty: 2599.131348
	Iteration 20F: 3 clusters Score -238409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -238416.562500 Penalty: 2599.131348
	Iteration 21Q: 3 clusters Score -238416.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -238423.671875 Penalty: 2599.131348
	Iteration 22Q: 3 clusters Score -238423.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -238435.171875 Penalty: 2599.131348
	Iteration 23Q: 3 clusters Score -238435.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -238446.750000 Penalty: 2599.131348
	Iteration 24Q: 3 clusters Score -238446.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -238461.015625 Penalty: 2599.131348
	Iteration 25Q: 3 clusters Score -238461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -238482.718750 Penalty: 2599.131348
	Iteration 26Q: 3 clusters Score -238482.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -238504.296875 Penalty: 2599.131348
	Iteration 27Q: 3 clusters Score -238504.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -238518.921875 Penalty: 2599.131348
	Iteration 28Q: 3 clusters Score -238518.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -238533.281250 Penalty: 2599.131348
	Iteration 29Q: 3 clusters Score -238533.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238549.718750 Penalty: 2599.131348
	Iteration 30Q: 3 clusters Score -238549.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -238571.234375 Penalty: 2599.131348
	Iteration 31Q: 3 clusters Score -238571.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -238604.515625 Penalty: 2599.131348
	Iteration 32Q: 3 clusters Score -238604.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -238635.671875 Penalty: 2599.131348
	Iteration 33Q: 3 clusters Score -238635.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238665.593750 Penalty: 2599.131348
	Iteration 34Q: 3 clusters Score -238665.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238695.859375 Penalty: 2599.131348
	Iteration 35Q: 3 clusters Score -238695.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238726.578125 Penalty: 2599.131348
	Iteration 36Q: 3 clusters Score -238726.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -238757.656250 Penalty: 2599.131348
	Iteration 37Q: 3 clusters Score -238757.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -238782.078125 Penalty: 2599.131348
	Iteration 38Q: 3 clusters Score -238782.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -238805.984375 Penalty: 2599.131348
	Iteration 39Q: 3 clusters Score -238806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -238840.671875 Penalty: 2599.131348
	Iteration 40F: 3 clusters Score -238840.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -238883.671875 Penalty: 2599.131348
	Iteration 41Q: 3 clusters Score -238883.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -238923.890625 Penalty: 2599.131348
	Iteration 42Q: 3 clusters Score -238923.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -238958.640625 Penalty: 2599.131348
	Iteration 43Q: 3 clusters Score -238958.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -238984.343750 Penalty: 2599.131348
	Iteration 44Q: 3 clusters Score -238984.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239013.046875 Penalty: 2599.131348
	Iteration 45Q: 3 clusters Score -239013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239037.062500 Penalty: 2599.131348
	Iteration 46Q: 3 clusters Score -239037.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -239067.062500 Penalty: 2599.131348
	Iteration 47Q: 3 clusters Score -239067.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239090.000000 Penalty: 2599.131348
	Iteration 48Q: 3 clusters Score -239090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239110.109375 Penalty: 2599.131348
	Iteration 49Q: 3 clusters Score -239110.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -239123.437500 Penalty: 2599.131348
	Iteration 50Q: 3 clusters Score -239123.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -239135.453125 Penalty: 2599.131348
	Iteration 51Q: 3 clusters Score -239135.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -239148.296875 Penalty: 2599.131348
	Iteration 52Q: 3 clusters Score -239148.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -239163.203125 Penalty: 2599.131348
	Iteration 53Q: 3 clusters Score -239163.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -239170.375000 Penalty: 2599.131348
	Iteration 54Q: 3 clusters Score -239170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -239175.656250 Penalty: 2599.131348
	Iteration 55Q: 3 clusters Score -239175.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -239181.046875 Penalty: 2599.131348
	Iteration 56Q: 3 clusters Score -239181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -239185.906250 Penalty: 2599.131348
	Iteration 57Q: 3 clusters Score -239185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -239192.796875 Penalty: 2599.131348
	Iteration 58Q: 3 clusters Score -239192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -239203.687500 Penalty: 2599.131348
	Iteration 59Q: 3 clusters Score -239203.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -239223.812500 Penalty: 2599.131348
	Iteration 60F: 3 clusters Score -239223.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -239238.687500 Penalty: 2599.131348
	Iteration 61Q: 3 clusters Score -239238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -239252.750000 Penalty: 2599.131348
	Iteration 62Q: 3 clusters Score -239252.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -239263.953125 Penalty: 2599.131348
	Iteration 63Q: 3 clusters Score -239264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -239270.187500 Penalty: 2599.131348
	Iteration 64Q: 3 clusters Score -239270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -239274.250000 Penalty: 2599.131348
	Iteration 65Q: 3 clusters Score -239274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -239275.312500 Penalty: 2599.131348
	Iteration 66Q: 3 clusters Score -239275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -239276.750000 Penalty: 2599.131348
	Iteration 67Q: 3 clusters Score -239276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -239276.671875 Penalty: 2599.131348
	Iteration 68Q: 3 clusters Score -239276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -239276.843750 Penalty: 2599.131348
	Iteration 69Q: 3 clusters Score -239276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -239276.843750 Penalty: 2599.131348
	Iteration 70F: 3 clusters Score -239276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Entering Unmasked Estep 
Score: -1466582.875000 Penalty: 1586.891846
	Iteration 0F: 2 clusters Score -1466583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1454587.750000 Penalty: 3173.783691
	Iteration 0F: 3 clusters Score -1454588 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1458923.375000 Penalty: 3173.783691
	Iteration 1F: 3 clusters Score -1458923 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1459396.625000 Penalty: 3173.783691
	Iteration 2F: 3 clusters Score -1459397 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1460009.875000 Penalty: 3173.783691
	Iteration 3F: 3 clusters Score -1460010 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1460855.125000 Penalty: 3173.783691
	Iteration 4F: 3 clusters Score -1460855 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1461852.500000 Penalty: 3173.783691
	Iteration 5F: 3 clusters Score -1461852 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1462770.500000 Penalty: 3173.783691
	Iteration 6F: 3 clusters Score -1462770 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1463454.500000 Penalty: 3173.783691
	Iteration 7F: 3 clusters Score -1463454 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1463939.250000 Penalty: 3173.783691
	Iteration 8Q: 3 clusters Score -1463939 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1464291.250000 Penalty: 3173.783691
	Iteration 9Q: 3 clusters Score -1464291 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1464534.875000 Penalty: 3173.783691
	Iteration 10Q: 3 clusters Score -1464535 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1464683.875000 Penalty: 3173.783691
	Iteration 11Q: 3 clusters Score -1464684 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1464798.250000 Penalty: 3173.783691
	Iteration 12Q: 3 clusters Score -1464798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1464879.375000 Penalty: 3173.783691
	Iteration 13Q: 3 clusters Score -1464879 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1464940.750000 Penalty: 3173.783691
	Iteration 14Q: 3 clusters Score -1464941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1464991.875000 Penalty: 3173.783691
	Iteration 15Q: 3 clusters Score -1464992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1465032.625000 Penalty: 3173.783691
	Iteration 16Q: 3 clusters Score -1465033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1465062.000000 Penalty: 3173.783691
	Iteration 17Q: 3 clusters Score -1465062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1465089.500000 Penalty: 3173.783691
	Iteration 18Q: 3 clusters Score -1465090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1465106.875000 Penalty: 3173.783691
	Iteration 19Q: 3 clusters Score -1465107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1465121.875000 Penalty: 3173.783691
	Iteration 20F: 3 clusters Score -1465122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1465140.875000 Penalty: 3173.783691
	Iteration 21Q: 3 clusters Score -1465141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1465157.750000 Penalty: 3173.783691
	Iteration 22Q: 3 clusters Score -1465158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1465168.000000 Penalty: 3173.783691
	Iteration 23Q: 3 clusters Score -1465168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1465179.750000 Penalty: 3173.783691
	Iteration 24Q: 3 clusters Score -1465180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1465188.750000 Penalty: 3173.783691
	Iteration 25Q: 3 clusters Score -1465189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1465194.000000 Penalty: 3173.783691
	Iteration 26Q: 3 clusters Score -1465194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1465213.000000 Penalty: 3173.783691
	Iteration 27Q: 3 clusters Score -1465213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1465232.750000 Penalty: 3173.783691
	Iteration 28Q: 3 clusters Score -1465233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1465256.000000 Penalty: 3173.783691
	Iteration 29Q: 3 clusters Score -1465256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1465269.875000 Penalty: 3173.783691
	Iteration 30Q: 3 clusters Score -1465270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1465288.125000 Penalty: 3173.783691
	Iteration 31Q: 3 clusters Score -1465288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1465295.500000 Penalty: 3173.783691
	Iteration 32Q: 3 clusters Score -1465296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1465303.875000 Penalty: 3173.783691
	Iteration 33Q: 3 clusters Score -1465304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1465317.500000 Penalty: 3173.783691
	Iteration 34Q: 3 clusters Score -1465318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1465331.750000 Penalty: 3173.783691
	Iteration 35Q: 3 clusters Score -1465332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1465343.875000 Penalty: 3173.783691
	Iteration 36Q: 3 clusters Score -1465344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1465352.125000 Penalty: 3173.783691
	Iteration 37Q: 3 clusters Score -1465352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1465367.000000 Penalty: 3173.783691
	Iteration 38Q: 3 clusters Score -1465367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1465379.250000 Penalty: 3173.783691
	Iteration 39Q: 3 clusters Score -1465379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1465391.000000 Penalty: 3173.783691
	Iteration 40F: 3 clusters Score -1465391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1465403.250000 Penalty: 3173.783691
	Iteration 41Q: 3 clusters Score -1465403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1465418.250000 Penalty: 3173.783691
	Iteration 42Q: 3 clusters Score -1465418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1465427.500000 Penalty: 3173.783691
	Iteration 43Q: 3 clusters Score -1465428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1465442.125000 Penalty: 3173.783691
	Iteration 44Q: 3 clusters Score -1465442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1465456.500000 Penalty: 3173.783691
	Iteration 45Q: 3 clusters Score -1465456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1465465.875000 Penalty: 3173.783691
	Iteration 46Q: 3 clusters Score -1465466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1465481.125000 Penalty: 3173.783691
	Iteration 47Q: 3 clusters Score -1465481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1465496.750000 Penalty: 3173.783691
	Iteration 48Q: 3 clusters Score -1465497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1465505.250000 Penalty: 3173.783691
	Iteration 49Q: 3 clusters Score -1465505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1465520.125000 Penalty: 3173.783691
	Iteration 50Q: 3 clusters Score -1465520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1465532.750000 Penalty: 3173.783691
	Iteration 51Q: 3 clusters Score -1465533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1465537.875000 Penalty: 3173.783691
	Iteration 52Q: 3 clusters Score -1465538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1465540.750000 Penalty: 3173.783691
	Iteration 53Q: 3 clusters Score -1465541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1465544.125000 Penalty: 3173.783691
	Iteration 54Q: 3 clusters Score -1465544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1465546.625000 Penalty: 3173.783691
	Iteration 55Q: 3 clusters Score -1465547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1465548.625000 Penalty: 3173.783691
	Iteration 56Q: 3 clusters Score -1465549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1465549.500000 Penalty: 3173.783691
	Iteration 57Q: 3 clusters Score -1465550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1465550.250000 Penalty: 3173.783691
	Iteration 58Q: 3 clusters Score -1465550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1465551.250000 Penalty: 3173.783691
	Iteration 59Q: 3 clusters Score -1465551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1465552.625000 Penalty: 3173.783691
	Iteration 60F: 3 clusters Score -1465553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1465554.375000 Penalty: 3173.783691
	Iteration 61Q: 3 clusters Score -1465554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1465555.375000 Penalty: 3173.783691
	Iteration 62Q: 3 clusters Score -1465555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1465555.375000 Penalty: 3173.783691
	Iteration 63F: 3 clusters Score -1465555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (138645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Entering Unmasked Estep 
Score: -12253400.000000 Penalty: 1923.946655
	Iteration 0F: 2 clusters Score -1.22534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -12159816.000000 Penalty: 3847.893311
	Iteration 0F: 3 clusters Score -1.215982e+07 nChanged 66997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -12199859.000000 Penalty: 3847.893311
	Iteration 1F: 3 clusters Score -1.219986e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -12201852.000000 Penalty: 3847.893311
	Iteration 2Q: 3 clusters Score -1.220185e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -12204786.000000 Penalty: 3847.893311
	Iteration 3Q: 3 clusters Score -1.220479e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -12209438.000000 Penalty: 3847.893311
	Iteration 4F: 3 clusters Score -1.220944e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -12216350.000000 Penalty: 3847.893311
	Iteration 5F: 3 clusters Score -1.221635e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -12225519.000000 Penalty: 3847.893311
	Iteration 6F: 3 clusters Score -1.222552e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 120349 members 
Entering Unmasked Estep 
Score: -12235725.000000 Penalty: 3847.893311
	Iteration 7F: 3 clusters Score -1.223572e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 128478 members 
Entering Unmasked Estep 
Score: -12243957.000000 Penalty: 3847.893311
	Iteration 8F: 3 clusters Score -1.224396e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 133258 members 
Entering Unmasked Estep 
Score: -12248668.000000 Penalty: 3847.893311
	Iteration 9Q: 3 clusters Score -1.224867e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -12250840.000000 Penalty: 3847.893311
	Iteration 10Q: 3 clusters Score -1.225084e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -12251794.000000 Penalty: 3847.893311
	Iteration 11Q: 3 clusters Score -1.225179e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -12252154.000000 Penalty: 3847.893311
	Iteration 12Q: 3 clusters Score -1.225215e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -12252349.000000 Penalty: 3847.893311
	Iteration 13Q: 3 clusters Score -1.225235e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -12252448.000000 Penalty: 3847.893311
	Iteration 14Q: 3 clusters Score -1.225245e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 137179 members 
Entering Unmasked Estep 
Score: -12252564.000000 Penalty: 3847.893311
	Iteration 15Q: 3 clusters Score -1.225256e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -12252633.000000 Penalty: 3847.893311
	Iteration 16Q: 3 clusters Score -1.225263e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 137260 members 
Entering Unmasked Estep 
Score: -12252659.000000 Penalty: 3847.893311
	Iteration 17Q: 3 clusters Score -1.225266e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -12252700.000000 Penalty: 3847.893311
	Iteration 18Q: 3 clusters Score -1.22527e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -12252764.000000 Penalty: 3847.893311
	Iteration 19Q: 3 clusters Score -1.225276e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 137364 members 
Entering Unmasked Estep 
Score: -12252813.000000 Penalty: 3847.893311
	Iteration 20F: 3 clusters Score -1.225281e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 137393 members 
Entering Unmasked Estep 
Score: -12252856.000000 Penalty: 3847.893311
	Iteration 21Q: 3 clusters Score -1.225286e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 137421 members 
Entering Unmasked Estep 
Score: -12252940.000000 Penalty: 3847.893311
	Iteration 22Q: 3 clusters Score -1.225294e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 137436 members 
Entering Unmasked Estep 
Score: -12253004.000000 Penalty: 3847.893311
	Iteration 23Q: 3 clusters Score -1.2253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -12253058.000000 Penalty: 3847.893311
	Iteration 24Q: 3 clusters Score -1.225306e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
Score: -12253092.000000 Penalty: 3847.893311
	Iteration 25Q: 3 clusters Score -1.225309e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -12253114.000000 Penalty: 3847.893311
	Iteration 26Q: 3 clusters Score -1.225311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -12253128.000000 Penalty: 3847.893311
	Iteration 27Q: 3 clusters Score -1.225313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -12253144.000000 Penalty: 3847.893311
	Iteration 28Q: 3 clusters Score -1.225314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -12253154.000000 Penalty: 3847.893311
	Iteration 29Q: 3 clusters Score -1.225315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -12253138.000000 Penalty: 3847.893311
	Iteration 30Q: 3 clusters Score -1.225314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -12253151.000000 Penalty: 3847.893311
	Iteration 31Q: 3 clusters Score -1.225315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 137381 members 
Entering Unmasked Estep 
Score: -12253160.000000 Penalty: 3847.893311
	Iteration 32Q: 3 clusters Score -1.225316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -12253163.000000 Penalty: 3847.893311
	Iteration 33Q: 3 clusters Score -1.225316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -12253171.000000 Penalty: 3847.893311
	Iteration 34Q: 3 clusters Score -1.225317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -12253159.000000 Penalty: 3847.893311
	Iteration 35Q: 3 clusters Score -1.225316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -12253167.000000 Penalty: 3847.893311
	Iteration 36Q: 3 clusters Score -1.225317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -12253159.000000 Penalty: 3847.893311
	Iteration 37Q: 3 clusters Score -1.225316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -12253157.000000 Penalty: 3847.893311
	Iteration 38Q: 3 clusters Score -1.225316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -12253157.000000 Penalty: 3847.893311
	Iteration 39F: 3 clusters Score -1.225316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -902303.437500 Penalty: 1501.404663
	Iteration 0F: 2 clusters Score -902303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -895024.937500 Penalty: 3002.809326
	Iteration 0F: 3 clusters Score -895024.9 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -897500.937500 Penalty: 3002.809326
	Iteration 1F: 3 clusters Score -897500.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -897788.625000 Penalty: 3002.809326
	Iteration 2F: 3 clusters Score -897788.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -898024.062500 Penalty: 3002.809326
	Iteration 3F: 3 clusters Score -898024.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -898223.625000 Penalty: 3002.809326
	Iteration 4Q: 3 clusters Score -898223.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -898435.875000 Penalty: 3002.809326
	Iteration 5Q: 3 clusters Score -898435.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -898659.062500 Penalty: 3002.809326
	Iteration 6Q: 3 clusters Score -898659.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -898899.812500 Penalty: 3002.809326
	Iteration 7Q: 3 clusters Score -898899.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -899175.562500 Penalty: 3002.809326
	Iteration 8Q: 3 clusters Score -899175.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -899460.375000 Penalty: 3002.809326
	Iteration 9Q: 3 clusters Score -899460.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -899708.000000 Penalty: 3002.809326
	Iteration 10Q: 3 clusters Score -899708 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -899913.250000 Penalty: 3002.809326
	Iteration 11Q: 3 clusters Score -899913.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -900096.437500 Penalty: 3002.809326
	Iteration 12Q: 3 clusters Score -900096.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -900266.875000 Penalty: 3002.809326
	Iteration 13Q: 3 clusters Score -900266.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -900501.687500 Penalty: 3002.809326
	Iteration 14Q: 3 clusters Score -900501.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -900824.000000 Penalty: 3002.809326
	Iteration 15Q: 3 clusters Score -900824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -901020.437500 Penalty: 3002.809326
	Iteration 16Q: 3 clusters Score -901020.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -901101.375000 Penalty: 3002.809326
	Iteration 17Q: 3 clusters Score -901101.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -901135.062500 Penalty: 3002.809326
	Iteration 18Q: 3 clusters Score -901135.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -901153.812500 Penalty: 3002.809326
	Iteration 19Q: 3 clusters Score -901153.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -901164.812500 Penalty: 3002.809326
	Iteration 20F: 3 clusters Score -901164.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -901170.562500 Penalty: 3002.809326
	Iteration 21Q: 3 clusters Score -901170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -901173.250000 Penalty: 3002.809326
	Iteration 22Q: 3 clusters Score -901173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -901176.062500 Penalty: 3002.809326
	Iteration 23Q: 3 clusters Score -901176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -901179.500000 Penalty: 3002.809326
	Iteration 24Q: 3 clusters Score -901179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -901181.125000 Penalty: 3002.809326
	Iteration 25Q: 3 clusters Score -901181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -901179.750000 Penalty: 3002.809326
	Iteration 26Q: 3 clusters Score -901179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -901179.500000 Penalty: 3002.809326
	Iteration 27Q: 3 clusters Score -901179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -901178.687500 Penalty: 3002.809326
	Iteration 28Q: 3 clusters Score -901178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -901178.687500 Penalty: 3002.809326
	Iteration 29F: 3 clusters Score -901178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -111228.054688 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -111228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109512.757812 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -109512.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109858.804688 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -109858.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110007.710938 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -110007.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110165.515625 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -110165.5 nChanged 98
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: -110305.460938 Penalty: 2363.755127
	Iteration 4F: 3 clusters Score -110305.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110402.445312 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -110402.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110466.789062 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -110466.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110514.757812 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -110514.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110566.960938 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -110567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110630.445312 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -110630.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110684.960938 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -110685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110737.804688 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -110737.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110765.773438 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -110765.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110786.054688 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -110786.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110800.578125 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -110800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110808.492188 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -110808.5 nChanged 11
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: -110815.406250 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -110815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110821.523438 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -110821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110831.648438 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -110831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110836.640625 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -110836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110838.921875 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -110838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110842.484375 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -110842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110844.281250 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -110844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110844.828125 Penalty: 2363.755127
	Iteration 23Q: 3 clusters Score -110844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110844.828125 Penalty: 2363.755127
	Iteration 24F: 3 clusters Score -110844.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -357224.437500 Penalty: 1355.904785
	Iteration 0F: 2 clusters Score -357224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -353742.125000 Penalty: 2711.809570
	Iteration 0F: 3 clusters Score -353742.1 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -354630.343750 Penalty: 2711.809570
	Iteration 1F: 3 clusters Score -354630.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -354903.343750 Penalty: 2711.809570
	Iteration 2F: 3 clusters Score -354903.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -355137.031250 Penalty: 2711.809570
	Iteration 3F: 3 clusters Score -355137 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -355315.750000 Penalty: 2711.809570
	Iteration 4F: 3 clusters Score -355315.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -355465.187500 Penalty: 2711.809570
	Iteration 5F: 3 clusters Score -355465.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355588.656250 Penalty: 2711.809570
	Iteration 6Q: 3 clusters Score -355588.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -355685.125000 Penalty: 2711.809570
	Iteration 7Q: 3 clusters Score -355685.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -355762.718750 Penalty: 2711.809570
	Iteration 8Q: 3 clusters Score -355762.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -355829.062500 Penalty: 2711.809570
	Iteration 9Q: 3 clusters Score -355829.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -355892.562500 Penalty: 2711.809570
	Iteration 10Q: 3 clusters Score -355892.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -355937.531250 Penalty: 2711.809570
	Iteration 11Q: 3 clusters Score -355937.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -355974.531250 Penalty: 2711.809570
	Iteration 12Q: 3 clusters Score -355974.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -356002.593750 Penalty: 2711.809570
	Iteration 13Q: 3 clusters Score -356002.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -356022.562500 Penalty: 2711.809570
	Iteration 14Q: 3 clusters Score -356022.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -356040.937500 Penalty: 2711.809570
	Iteration 15Q: 3 clusters Score -356040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -356058.062500 Penalty: 2711.809570
	Iteration 16Q: 3 clusters Score -356058.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -356078.156250 Penalty: 2711.809570
	Iteration 17Q: 3 clusters Score -356078.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356099.218750 Penalty: 2711.809570
	Iteration 18Q: 3 clusters Score -356099.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -356114.343750 Penalty: 2711.809570
	Iteration 19Q: 3 clusters Score -356114.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -356136.656250 Penalty: 2711.809570
	Iteration 20F: 3 clusters Score -356136.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -356151.000000 Penalty: 2711.809570
	Iteration 21Q: 3 clusters Score -356151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -356165.625000 Penalty: 2711.809570
	Iteration 22Q: 3 clusters Score -356165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -356178.000000 Penalty: 2711.809570
	Iteration 23Q: 3 clusters Score -356178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -356184.187500 Penalty: 2711.809570
	Iteration 24Q: 3 clusters Score -356184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -356188.687500 Penalty: 2711.809570
	Iteration 25Q: 3 clusters Score -356188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -356189.687500 Penalty: 2711.809570
	Iteration 26Q: 3 clusters Score -356189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -356192.062500 Penalty: 2711.809570
	Iteration 27Q: 3 clusters Score -356192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -356193.156250 Penalty: 2711.809570
	Iteration 28Q: 3 clusters Score -356193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -356194.187500 Penalty: 2711.809570
	Iteration 29Q: 3 clusters Score -356194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -356194.718750 Penalty: 2711.809570
	Iteration 30Q: 3 clusters Score -356194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -356195.375000 Penalty: 2711.809570
	Iteration 31Q: 3 clusters Score -356195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -356196.500000 Penalty: 2711.809570
	Iteration 32Q: 3 clusters Score -356196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -356197.406250 Penalty: 2711.809570
	Iteration 33Q: 3 clusters Score -356197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -356199.937500 Penalty: 2711.809570
	Iteration 34Q: 3 clusters Score -356199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -356202.812500 Penalty: 2711.809570
	Iteration 35Q: 3 clusters Score -356202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -356204.218750 Penalty: 2711.809570
	Iteration 36Q: 3 clusters Score -356204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -356204.875000 Penalty: 2711.809570
	Iteration 37Q: 3 clusters Score -356204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -356206.593750 Penalty: 2711.809570
	Iteration 38Q: 3 clusters Score -356206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356207.687500 Penalty: 2711.809570
	Iteration 39Q: 3 clusters Score -356207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -356209.406250 Penalty: 2711.809570
	Iteration 40F: 3 clusters Score -356209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -356209.437500 Penalty: 2711.809570
	Iteration 41Q: 3 clusters Score -356209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356209.500000 Penalty: 2711.809570
	Iteration 42Q: 3 clusters Score -356209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356209.500000 Penalty: 2711.809570
	Iteration 43F: 3 clusters Score -356209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -402596.250000 Penalty: 1367.787109
	Iteration 0F: 2 clusters Score -402596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -398889.937500 Penalty: 2735.574219
	Iteration 0F: 3 clusters Score -398889.9 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -399853.031250 Penalty: 2735.574219
	Iteration 1F: 3 clusters Score -399853 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -400017.625000 Penalty: 2735.574219
	Iteration 2F: 3 clusters Score -400017.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -400148.343750 Penalty: 2735.574219
	Iteration 3F: 3 clusters Score -400148.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -400238.593750 Penalty: 2735.574219
	Iteration 4Q: 3 clusters Score -400238.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -400306.156250 Penalty: 2735.574219
	Iteration 5Q: 3 clusters Score -400306.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -400390.187500 Penalty: 2735.574219
	Iteration 6Q: 3 clusters Score -400390.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400471.437500 Penalty: 2735.574219
	Iteration 7Q: 3 clusters Score -400471.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -400543.656250 Penalty: 2735.574219
	Iteration 8Q: 3 clusters Score -400543.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -400601.000000 Penalty: 2735.574219
	Iteration 9Q: 3 clusters Score -400601 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -400677.656250 Penalty: 2735.574219
	Iteration 10Q: 3 clusters Score -400677.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -400766.031250 Penalty: 2735.574219
	Iteration 11Q: 3 clusters Score -400766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -400845.625000 Penalty: 2735.574219
	Iteration 12Q: 3 clusters Score -400845.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -400919.093750 Penalty: 2735.574219
	Iteration 13Q: 3 clusters Score -400919.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -400991.656250 Penalty: 2735.574219
	Iteration 14Q: 3 clusters Score -400991.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -401069.468750 Penalty: 2735.574219
	Iteration 15Q: 3 clusters Score -401069.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -401147.937500 Penalty: 2735.574219
	Iteration 16Q: 3 clusters Score -401147.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -401209.593750 Penalty: 2735.574219
	Iteration 17Q: 3 clusters Score -401209.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -401262.718750 Penalty: 2735.574219
	Iteration 18Q: 3 clusters Score -401262.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -401302.906250 Penalty: 2735.574219
	Iteration 19Q: 3 clusters Score -401302.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -401327.968750 Penalty: 2735.574219
	Iteration 20F: 3 clusters Score -401328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -401344.875000 Penalty: 2735.574219
	Iteration 21Q: 3 clusters Score -401344.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -401361.093750 Penalty: 2735.574219
	Iteration 22Q: 3 clusters Score -401361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -401371.531250 Penalty: 2735.574219
	Iteration 23Q: 3 clusters Score -401371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -401377.406250 Penalty: 2735.574219
	Iteration 24Q: 3 clusters Score -401377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -401382.906250 Penalty: 2735.574219
	Iteration 25Q: 3 clusters Score -401382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -401387.562500 Penalty: 2735.574219
	Iteration 26Q: 3 clusters Score -401387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -401388.812500 Penalty: 2735.574219
	Iteration 27Q: 3 clusters Score -401388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -401388.812500 Penalty: 2735.574219
	Iteration 28F: 3 clusters Score -401388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -990321.250000 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -990321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -981395.250000 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -981395.2 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -984858.375000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -984858.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -985691.437500 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -985691.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -986544.000000 Penalty: 3073.640869
	Iteration 3F: 3 clusters Score -986544 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -987178.812500 Penalty: 3073.640869
	Iteration 4F: 3 clusters Score -987178.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -987637.812500 Penalty: 3073.640869
	Iteration 5F: 3 clusters Score -987637.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -987951.750000 Penalty: 3073.640869
	Iteration 6Q: 3 clusters Score -987951.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -988188.250000 Penalty: 3073.640869
	Iteration 7Q: 3 clusters Score -988188.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -988398.125000 Penalty: 3073.640869
	Iteration 8Q: 3 clusters Score -988398.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -988587.000000 Penalty: 3073.640869
	Iteration 9Q: 3 clusters Score -988587 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -988747.312500 Penalty: 3073.640869
	Iteration 10Q: 3 clusters Score -988747.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -988867.000000 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -988867 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -988957.125000 Penalty: 3073.640869
	Iteration 12Q: 3 clusters Score -988957.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -989032.250000 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -989032.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -989087.000000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -989087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -989128.125000 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -989128.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -989155.625000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -989155.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -989172.562500 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -989172.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -989190.187500 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -989190.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -989204.562500 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -989204.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -989220.250000 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -989220.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -989248.562500 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -989248.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -989298.812500 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -989298.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -989392.437500 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -989392.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -989549.687500 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -989549.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -989739.750000 Penalty: 3073.640869
	Iteration 25Q: 3 clusters Score -989739.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -989851.312500 Penalty: 3073.640869
	Iteration 26Q: 3 clusters Score -989851.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -989910.187500 Penalty: 3073.640869
	Iteration 27Q: 3 clusters Score -989910.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -989937.125000 Penalty: 3073.640869
	Iteration 28Q: 3 clusters Score -989937.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -989960.312500 Penalty: 3073.640869
	Iteration 29Q: 3 clusters Score -989960.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -989971.437500 Penalty: 3073.640869
	Iteration 30Q: 3 clusters Score -989971.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -989977.625000 Penalty: 3073.640869
	Iteration 31Q: 3 clusters Score -989977.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -989985.062500 Penalty: 3073.640869
	Iteration 32Q: 3 clusters Score -989985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -989984.812500 Penalty: 3073.640869
	Iteration 33Q: 3 clusters Score -989984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -989985.937500 Penalty: 3073.640869
	Iteration 34Q: 3 clusters Score -989985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -989987.875000 Penalty: 3073.640869
	Iteration 35Q: 3 clusters Score -989987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -989992.500000 Penalty: 3073.640869
	Iteration 36Q: 3 clusters Score -989992.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -989992.437500 Penalty: 3073.640869
	Iteration 37Q: 3 clusters Score -989992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -989992.375000 Penalty: 3073.640869
	Iteration 38Q: 3 clusters Score -989992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -989993.500000 Penalty: 3073.640869
	Iteration 39Q: 3 clusters Score -989993.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -989994.625000 Penalty: 3073.640869
	Iteration 40F: 3 clusters Score -989994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -989994.500000 Penalty: 3073.640869
	Iteration 41Q: 3 clusters Score -989994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -989995.875000 Penalty: 3073.640869
	Iteration 42Q: 3 clusters Score -989995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -989995.937500 Penalty: 3073.640869
	Iteration 43Q: 3 clusters Score -989995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -989997.625000 Penalty: 3073.640869
	Iteration 44Q: 3 clusters Score -989997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -989999.250000 Penalty: 3073.640869
	Iteration 45Q: 3 clusters Score -989999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -989999.875000 Penalty: 3073.640869
	Iteration 46Q: 3 clusters Score -989999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -989998.000000 Penalty: 3073.640869
	Iteration 47Q: 3 clusters Score -989998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -989998.562500 Penalty: 3073.640869
	Iteration 48Q: 3 clusters Score -989998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -989999.312500 Penalty: 3073.640869
	Iteration 49Q: 3 clusters Score -989999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -989997.000000 Penalty: 3073.640869
	Iteration 50Q: 3 clusters Score -989997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -989997.000000 Penalty: 3073.640869
	Iteration 51F: 3 clusters Score -989997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Entering Unmasked Estep 
Score: -2230565.250000 Penalty: 1651.619385
	Iteration 0F: 2 clusters Score -2230565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2212923.500000 Penalty: 3303.238770
	Iteration 0F: 3 clusters Score -2212924 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2219528.000000 Penalty: 3303.238770
	Iteration 1F: 3 clusters Score -2219528 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2219847.250000 Penalty: 3303.238770
	Iteration 2Q: 3 clusters Score -2219847 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2220175.250000 Penalty: 3303.238770
	Iteration 3Q: 3 clusters Score -2220175 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2220572.250000 Penalty: 3303.238770
	Iteration 4Q: 3 clusters Score -2220572 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2221126.500000 Penalty: 3303.238770
	Iteration 5Q: 3 clusters Score -2221126 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2221957.750000 Penalty: 3303.238770
	Iteration 6F: 3 clusters Score -2221958 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2223231.250000 Penalty: 3303.238770
	Iteration 7F: 3 clusters Score -2223231 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2224902.500000 Penalty: 3303.238770
	Iteration 8F: 3 clusters Score -2224902 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2226629.500000 Penalty: 3303.238770
	Iteration 9F: 3 clusters Score -2226630 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2227886.750000 Penalty: 3303.238770
	Iteration 10F: 3 clusters Score -2227887 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2228525.000000 Penalty: 3303.238770
	Iteration 11Q: 3 clusters Score -2228525 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2228818.000000 Penalty: 3303.238770
	Iteration 12Q: 3 clusters Score -2228818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2228944.250000 Penalty: 3303.238770
	Iteration 13Q: 3 clusters Score -2228944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2229014.000000 Penalty: 3303.238770
	Iteration 14Q: 3 clusters Score -2229014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2229046.000000 Penalty: 3303.238770
	Iteration 15Q: 3 clusters Score -2229046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2229068.750000 Penalty: 3303.238770
	Iteration 16Q: 3 clusters Score -2229069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2229089.750000 Penalty: 3303.238770
	Iteration 17Q: 3 clusters Score -2229090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2229106.250000 Penalty: 3303.238770
	Iteration 18Q: 3 clusters Score -2229106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2229111.750000 Penalty: 3303.238770
	Iteration 19Q: 3 clusters Score -2229112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2229112.000000 Penalty: 3303.238770
	Iteration 20F: 3 clusters Score -2229112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2229115.250000 Penalty: 3303.238770
	Iteration 21Q: 3 clusters Score -2229115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2229118.500000 Penalty: 3303.238770
	Iteration 22Q: 3 clusters Score -2229118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2229123.750000 Penalty: 3303.238770
	Iteration 23Q: 3 clusters Score -2229124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2229131.000000 Penalty: 3303.238770
	Iteration 24Q: 3 clusters Score -2229131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2229131.000000 Penalty: 3303.238770
	Iteration 25F: 3 clusters Score -2229131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Entering Unmasked Estep 
Score: -7193734.500000 Penalty: 1838.578369
	Iteration 0F: 2 clusters Score -7193734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -7138758.000000 Penalty: 3677.156738
	Iteration 0F: 3 clusters Score -7138758 nChanged 39094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -7161670.500000 Penalty: 3677.156738
	Iteration 1F: 3 clusters Score -7161670 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -7162809.000000 Penalty: 3677.156738
	Iteration 2Q: 3 clusters Score -7162809 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -7164527.000000 Penalty: 3677.156738
	Iteration 3Q: 3 clusters Score -7164527 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -7167089.500000 Penalty: 3677.156738
	Iteration 4F: 3 clusters Score -7167090 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7170952.500000 Penalty: 3677.156738
	Iteration 5F: 3 clusters Score -7170952 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7176028.000000 Penalty: 3677.156738
	Iteration 6F: 3 clusters Score -7176028 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -7181372.500000 Penalty: 3677.156738
	Iteration 7F: 3 clusters Score -7181372 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -7186036.000000 Penalty: 3677.156738
	Iteration 8F: 3 clusters Score -7186036 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -7189119.500000 Penalty: 3677.156738
	Iteration 9Q: 3 clusters Score -7189120 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -7190751.500000 Penalty: 3677.156738
	Iteration 10Q: 3 clusters Score -7190752 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -7191445.000000 Penalty: 3677.156738
	Iteration 11Q: 3 clusters Score -7191445 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -7191771.500000 Penalty: 3677.156738
	Iteration 12Q: 3 clusters Score -7191772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -7191934.000000 Penalty: 3677.156738
	Iteration 13Q: 3 clusters Score -7191934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -7192037.500000 Penalty: 3677.156738
	Iteration 14Q: 3 clusters Score -7192038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -7192097.000000 Penalty: 3677.156738
	Iteration 15Q: 3 clusters Score -7192097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -7192145.000000 Penalty: 3677.156738
	Iteration 16Q: 3 clusters Score -7192145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -7192169.500000 Penalty: 3677.156738
	Iteration 17Q: 3 clusters Score -7192170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -7192191.000000 Penalty: 3677.156738
	Iteration 18Q: 3 clusters Score -7192191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -7192201.500000 Penalty: 3677.156738
	Iteration 19Q: 3 clusters Score -7192202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -7192202.500000 Penalty: 3677.156738
	Iteration 20F: 3 clusters Score -7192202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -7192215.000000 Penalty: 3677.156738
	Iteration 21Q: 3 clusters Score -7192215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -7192218.500000 Penalty: 3677.156738
	Iteration 22Q: 3 clusters Score -7192218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -7192228.500000 Penalty: 3677.156738
	Iteration 23Q: 3 clusters Score -7192228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -7192233.000000 Penalty: 3677.156738
	Iteration 24Q: 3 clusters Score -7192233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -7192240.500000 Penalty: 3677.156738
	Iteration 25Q: 3 clusters Score -7192240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -7192246.500000 Penalty: 3677.156738
	Iteration 26Q: 3 clusters Score -7192246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -7192255.000000 Penalty: 3677.156738
	Iteration 27Q: 3 clusters Score -7192255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -7192261.500000 Penalty: 3677.156738
	Iteration 28Q: 3 clusters Score -7192262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -7192264.500000 Penalty: 3677.156738
	Iteration 29Q: 3 clusters Score -7192264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -7192277.000000 Penalty: 3677.156738
	Iteration 30Q: 3 clusters Score -7192277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -7192283.500000 Penalty: 3677.156738
	Iteration 31Q: 3 clusters Score -7192284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -7192298.000000 Penalty: 3677.156738
	Iteration 32Q: 3 clusters Score -7192298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -7192298.500000 Penalty: 3677.156738
	Iteration 33Q: 3 clusters Score -7192298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -7192300.000000 Penalty: 3677.156738
	Iteration 34Q: 3 clusters Score -7192300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -7192306.000000 Penalty: 3677.156738
	Iteration 35Q: 3 clusters Score -7192306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -7192312.500000 Penalty: 3677.156738
	Iteration 36Q: 3 clusters Score -7192312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -7192315.500000 Penalty: 3677.156738
	Iteration 37Q: 3 clusters Score -7192316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -7192322.000000 Penalty: 3677.156738
	Iteration 38Q: 3 clusters Score -7192322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -7192324.500000 Penalty: 3677.156738
	Iteration 39Q: 3 clusters Score -7192324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -7192324.500000 Penalty: 3677.156738
	Iteration 40F: 3 clusters Score -7192324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Entering Unmasked Estep 
Score: -2937453.250000 Penalty: 1690.031494
	Iteration 0F: 2 clusters Score -2937453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2915606.500000 Penalty: 3380.062988
	Iteration 0F: 3 clusters Score -2915606 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2923920.750000 Penalty: 3380.062988
	Iteration 1F: 3 clusters Score -2923921 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2924403.000000 Penalty: 3380.062988
	Iteration 2Q: 3 clusters Score -2924403 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2924891.250000 Penalty: 3380.062988
	Iteration 3Q: 3 clusters Score -2924891 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2925469.750000 Penalty: 3380.062988
	Iteration 4Q: 3 clusters Score -2925470 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2926198.250000 Penalty: 3380.062988
	Iteration 5Q: 3 clusters Score -2926198 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2927201.500000 Penalty: 3380.062988
	Iteration 6F: 3 clusters Score -2927202 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2928558.000000 Penalty: 3380.062988
	Iteration 7F: 3 clusters Score -2928558 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2930212.500000 Penalty: 3380.062988
	Iteration 8F: 3 clusters Score -2930212 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2931762.750000 Penalty: 3380.062988
	Iteration 9F: 3 clusters Score -2931763 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2932823.000000 Penalty: 3380.062988
	Iteration 10Q: 3 clusters Score -2932823 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2933435.500000 Penalty: 3380.062988
	Iteration 11Q: 3 clusters Score -2933436 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2933782.250000 Penalty: 3380.062988
	Iteration 12Q: 3 clusters Score -2933782 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2933982.500000 Penalty: 3380.062988
	Iteration 13Q: 3 clusters Score -2933982 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2934141.750000 Penalty: 3380.062988
	Iteration 14Q: 3 clusters Score -2934142 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2934263.500000 Penalty: 3380.062988
	Iteration 15Q: 3 clusters Score -2934264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2934357.000000 Penalty: 3380.062988
	Iteration 16Q: 3 clusters Score -2934357 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2934420.750000 Penalty: 3380.062988
	Iteration 17Q: 3 clusters Score -2934421 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2934484.000000 Penalty: 3380.062988
	Iteration 18Q: 3 clusters Score -2934484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2934514.500000 Penalty: 3380.062988
	Iteration 19Q: 3 clusters Score -2934514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2934555.250000 Penalty: 3380.062988
	Iteration 20F: 3 clusters Score -2934555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2934601.000000 Penalty: 3380.062988
	Iteration 21Q: 3 clusters Score -2934601 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2934634.000000 Penalty: 3380.062988
	Iteration 22Q: 3 clusters Score -2934634 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2934680.500000 Penalty: 3380.062988
	Iteration 23Q: 3 clusters Score -2934680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2934698.250000 Penalty: 3380.062988
	Iteration 24Q: 3 clusters Score -2934698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2934725.750000 Penalty: 3380.062988
	Iteration 25Q: 3 clusters Score -2934726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2934760.500000 Penalty: 3380.062988
	Iteration 26Q: 3 clusters Score -2934760 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2934770.750000 Penalty: 3380.062988
	Iteration 27Q: 3 clusters Score -2934771 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2934791.750000 Penalty: 3380.062988
	Iteration 28Q: 3 clusters Score -2934792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2934801.000000 Penalty: 3380.062988
	Iteration 29Q: 3 clusters Score -2934801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2934808.500000 Penalty: 3380.062988
	Iteration 30Q: 3 clusters Score -2934808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2934829.500000 Penalty: 3380.062988
	Iteration 31Q: 3 clusters Score -2934830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2934843.000000 Penalty: 3380.062988
	Iteration 32Q: 3 clusters Score -2934843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2934844.500000 Penalty: 3380.062988
	Iteration 33Q: 3 clusters Score -2934844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2934863.250000 Penalty: 3380.062988
	Iteration 34Q: 3 clusters Score -2934863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2934870.500000 Penalty: 3380.062988
	Iteration 35Q: 3 clusters Score -2934870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2934869.750000 Penalty: 3380.062988
	Iteration 36Q: 3 clusters Score -2934870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2934874.000000 Penalty: 3380.062988
	Iteration 37Q: 3 clusters Score -2934874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2934892.250000 Penalty: 3380.062988
	Iteration 38Q: 3 clusters Score -2934892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2934899.000000 Penalty: 3380.062988
	Iteration 39Q: 3 clusters Score -2934899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2934906.500000 Penalty: 3380.062988
	Iteration 40F: 3 clusters Score -2934906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2934918.500000 Penalty: 3380.062988
	Iteration 41Q: 3 clusters Score -2934918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2934911.250000 Penalty: 3380.062988
	Iteration 42Q: 3 clusters Score -2934911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2934923.250000 Penalty: 3380.062988
	Iteration 43Q: 3 clusters Score -2934923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2934938.750000 Penalty: 3380.062988
	Iteration 44Q: 3 clusters Score -2934939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2934957.500000 Penalty: 3380.062988
	Iteration 45Q: 3 clusters Score -2934958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2934995.000000 Penalty: 3380.062988
	Iteration 46Q: 3 clusters Score -2934995 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2935019.000000 Penalty: 3380.062988
	Iteration 47Q: 3 clusters Score -2935019 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2935052.500000 Penalty: 3380.062988
	Iteration 48Q: 3 clusters Score -2935052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2935064.000000 Penalty: 3380.062988
	Iteration 49Q: 3 clusters Score -2935064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2935087.250000 Penalty: 3380.062988
	Iteration 50Q: 3 clusters Score -2935087 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2935103.750000 Penalty: 3380.062988
	Iteration 51Q: 3 clusters Score -2935104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2935123.750000 Penalty: 3380.062988
	Iteration 52Q: 3 clusters Score -2935124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2935136.250000 Penalty: 3380.062988
	Iteration 53Q: 3 clusters Score -2935136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2935149.000000 Penalty: 3380.062988
	Iteration 54Q: 3 clusters Score -2935149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2935165.500000 Penalty: 3380.062988
	Iteration 55Q: 3 clusters Score -2935166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2935170.750000 Penalty: 3380.062988
	Iteration 56Q: 3 clusters Score -2935171 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2935187.500000 Penalty: 3380.062988
	Iteration 57Q: 3 clusters Score -2935188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2935198.750000 Penalty: 3380.062988
	Iteration 58Q: 3 clusters Score -2935199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2935218.000000 Penalty: 3380.062988
	Iteration 59Q: 3 clusters Score -2935218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2935234.750000 Penalty: 3380.062988
	Iteration 60F: 3 clusters Score -2935235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2935238.000000 Penalty: 3380.062988
	Iteration 61Q: 3 clusters Score -2935238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2935258.500000 Penalty: 3380.062988
	Iteration 62Q: 3 clusters Score -2935258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2935285.000000 Penalty: 3380.062988
	Iteration 63Q: 3 clusters Score -2935285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2935289.500000 Penalty: 3380.062988
	Iteration 64Q: 3 clusters Score -2935290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2935294.750000 Penalty: 3380.062988
	Iteration 65Q: 3 clusters Score -2935295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2935308.750000 Penalty: 3380.062988
	Iteration 66Q: 3 clusters Score -2935309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2935327.000000 Penalty: 3380.062988
	Iteration 67Q: 3 clusters Score -2935327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2935342.000000 Penalty: 3380.062988
	Iteration 68Q: 3 clusters Score -2935342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2935362.250000 Penalty: 3380.062988
	Iteration 69Q: 3 clusters Score -2935362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2935387.000000 Penalty: 3380.062988
	Iteration 70Q: 3 clusters Score -2935387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2935419.750000 Penalty: 3380.062988
	Iteration 71Q: 3 clusters Score -2935420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2935438.000000 Penalty: 3380.062988
	Iteration 72Q: 3 clusters Score -2935438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2935456.250000 Penalty: 3380.062988
	Iteration 73Q: 3 clusters Score -2935456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2935461.250000 Penalty: 3380.062988
	Iteration 74Q: 3 clusters Score -2935461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2935476.750000 Penalty: 3380.062988
	Iteration 75Q: 3 clusters Score -2935477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2935494.500000 Penalty: 3380.062988
	Iteration 76Q: 3 clusters Score -2935494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2935503.250000 Penalty: 3380.062988
	Iteration 77Q: 3 clusters Score -2935503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2935523.000000 Penalty: 3380.062988
	Iteration 78Q: 3 clusters Score -2935523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2935529.750000 Penalty: 3380.062988
	Iteration 79Q: 3 clusters Score -2935530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2935536.750000 Penalty: 3380.062988
	Iteration 80F: 3 clusters Score -2935537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2935554.000000 Penalty: 3380.062988
	Iteration 81Q: 3 clusters Score -2935554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2935566.250000 Penalty: 3380.062988
	Iteration 82Q: 3 clusters Score -2935566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2935569.750000 Penalty: 3380.062988
	Iteration 83Q: 3 clusters Score -2935570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2935576.500000 Penalty: 3380.062988
	Iteration 84Q: 3 clusters Score -2935576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2935587.250000 Penalty: 3380.062988
	Iteration 85Q: 3 clusters Score -2935587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2935596.250000 Penalty: 3380.062988
	Iteration 86Q: 3 clusters Score -2935596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2935604.000000 Penalty: 3380.062988
	Iteration 87Q: 3 clusters Score -2935604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2935611.750000 Penalty: 3380.062988
	Iteration 88Q: 3 clusters Score -2935612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2935626.750000 Penalty: 3380.062988
	Iteration 89Q: 3 clusters Score -2935627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2935626.250000 Penalty: 3380.062988
	Iteration 90Q: 3 clusters Score -2935626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2935635.500000 Penalty: 3380.062988
	Iteration 91Q: 3 clusters Score -2935636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2935652.000000 Penalty: 3380.062988
	Iteration 92Q: 3 clusters Score -2935652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2935653.250000 Penalty: 3380.062988
	Iteration 93Q: 3 clusters Score -2935653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2935660.750000 Penalty: 3380.062988
	Iteration 94Q: 3 clusters Score -2935661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2935664.500000 Penalty: 3380.062988
	Iteration 95Q: 3 clusters Score -2935664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2935674.500000 Penalty: 3380.062988
	Iteration 96Q: 3 clusters Score -2935674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2935680.500000 Penalty: 3380.062988
	Iteration 97Q: 3 clusters Score -2935680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2935684.750000 Penalty: 3380.062988
	Iteration 98Q: 3 clusters Score -2935685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2935692.250000 Penalty: 3380.062988
	Iteration 99Q: 3 clusters Score -2935692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2935693.500000 Penalty: 3380.062988
	Iteration 100F: 3 clusters Score -2935694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2935700.750000 Penalty: 3380.062988
	Iteration 101Q: 3 clusters Score -2935701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2935700.750000 Penalty: 3380.062988
	Iteration 102Q: 3 clusters Score -2935701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2935703.500000 Penalty: 3380.062988
	Iteration 103Q: 3 clusters Score -2935704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2935713.500000 Penalty: 3380.062988
	Iteration 104Q: 3 clusters Score -2935714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2935712.750000 Penalty: 3380.062988
	Iteration 105Q: 3 clusters Score -2935713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2935717.750000 Penalty: 3380.062988
	Iteration 106Q: 3 clusters Score -2935718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2935720.500000 Penalty: 3380.062988
	Iteration 107Q: 3 clusters Score -2935720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2935731.250000 Penalty: 3380.062988
	Iteration 108Q: 3 clusters Score -2935731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2935739.250000 Penalty: 3380.062988
	Iteration 109Q: 3 clusters Score -2935739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2935749.250000 Penalty: 3380.062988
	Iteration 110Q: 3 clusters Score -2935749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2935753.250000 Penalty: 3380.062988
	Iteration 111Q: 3 clusters Score -2935753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2935763.250000 Penalty: 3380.062988
	Iteration 112Q: 3 clusters Score -2935763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2935772.000000 Penalty: 3380.062988
	Iteration 113Q: 3 clusters Score -2935772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2935792.750000 Penalty: 3380.062988
	Iteration 114Q: 3 clusters Score -2935793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2935797.750000 Penalty: 3380.062988
	Iteration 115Q: 3 clusters Score -2935798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2935819.500000 Penalty: 3380.062988
	Iteration 116Q: 3 clusters Score -2935820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2935842.000000 Penalty: 3380.062988
	Iteration 117Q: 3 clusters Score -2935842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2935848.750000 Penalty: 3380.062988
	Iteration 118Q: 3 clusters Score -2935849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2935874.750000 Penalty: 3380.062988
	Iteration 119Q: 3 clusters Score -2935875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2935885.250000 Penalty: 3380.062988
	Iteration 120F: 3 clusters Score -2935885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2935905.250000 Penalty: 3380.062988
	Iteration 121Q: 3 clusters Score -2935905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2935924.000000 Penalty: 3380.062988
	Iteration 122Q: 3 clusters Score -2935924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2935940.000000 Penalty: 3380.062988
	Iteration 123Q: 3 clusters Score -2935940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2935950.000000 Penalty: 3380.062988
	Iteration 124Q: 3 clusters Score -2935950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2935970.750000 Penalty: 3380.062988
	Iteration 125Q: 3 clusters Score -2935971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2935975.750000 Penalty: 3380.062988
	Iteration 126Q: 3 clusters Score -2935976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2935983.000000 Penalty: 3380.062988
	Iteration 127Q: 3 clusters Score -2935983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2935993.250000 Penalty: 3380.062988
	Iteration 128Q: 3 clusters Score -2935993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2936001.000000 Penalty: 3380.062988
	Iteration 129Q: 3 clusters Score -2936001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2936007.250000 Penalty: 3380.062988
	Iteration 130Q: 3 clusters Score -2936007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2936020.250000 Penalty: 3380.062988
	Iteration 131Q: 3 clusters Score -2936020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2936021.500000 Penalty: 3380.062988
	Iteration 132Q: 3 clusters Score -2936022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2936019.750000 Penalty: 3380.062988
	Iteration 133Q: 3 clusters Score -2936020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2936017.250000 Penalty: 3380.062988
	Iteration 134Q: 3 clusters Score -2936017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2936023.500000 Penalty: 3380.062988
	Iteration 135Q: 3 clusters Score -2936024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2936025.000000 Penalty: 3380.062988
	Iteration 136Q: 3 clusters Score -2936025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2936029.500000 Penalty: 3380.062988
	Iteration 137Q: 3 clusters Score -2936030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2936035.250000 Penalty: 3380.062988
	Iteration 138Q: 3 clusters Score -2936035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2936045.250000 Penalty: 3380.062988
	Iteration 139Q: 3 clusters Score -2936045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2936053.500000 Penalty: 3380.062988
	Iteration 140F: 3 clusters Score -2936054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2936062.000000 Penalty: 3380.062988
	Iteration 141Q: 3 clusters Score -2936062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2936068.500000 Penalty: 3380.062988
	Iteration 142Q: 3 clusters Score -2936068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2936072.000000 Penalty: 3380.062988
	Iteration 143Q: 3 clusters Score -2936072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2936074.500000 Penalty: 3380.062988
	Iteration 144Q: 3 clusters Score -2936074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2936083.250000 Penalty: 3380.062988
	Iteration 145Q: 3 clusters Score -2936083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2936087.750000 Penalty: 3380.062988
	Iteration 146Q: 3 clusters Score -2936088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2936095.750000 Penalty: 3380.062988
	Iteration 147Q: 3 clusters Score -2936096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2936099.000000 Penalty: 3380.062988
	Iteration 148Q: 3 clusters Score -2936099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2936098.750000 Penalty: 3380.062988
	Iteration 149Q: 3 clusters Score -2936099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2936103.250000 Penalty: 3380.062988
	Iteration 150Q: 3 clusters Score -2936103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2936105.250000 Penalty: 3380.062988
	Iteration 151Q: 3 clusters Score -2936105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2936104.250000 Penalty: 3380.062988
	Iteration 152Q: 3 clusters Score -2936104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2936103.500000 Penalty: 3380.062988
	Iteration 153Q: 3 clusters Score -2936104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2936103.500000 Penalty: 3380.062988
	Iteration 154F: 3 clusters Score -2936104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -71654.937500 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -71654.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70277.882812 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -70277.88 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70530.914062 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -70530.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70662.796875 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -70662.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70813.039062 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -70813.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70958.632812 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -70958.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71067.695312 Penalty: 2216.859863
	Iteration 5Q: 3 clusters Score -71067.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71114.156250 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -71114.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71145.843750 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -71145.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71166.914062 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -71166.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71176.578125 Penalty: 2216.859863
	Iteration 9Q: 3 clusters Score -71176.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71181.789062 Penalty: 2216.859863
	Iteration 10Q: 3 clusters Score -71181.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71183.085938 Penalty: 2216.859863
	Iteration 11Q: 3 clusters Score -71183.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71183.085938 Penalty: 2216.859863
	Iteration 12F: 3 clusters Score -71183.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Entering Unmasked Estep 
Score: -2992692.500000 Penalty: 1697.269531
	Iteration 0F: 2 clusters Score -2992692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2969585.750000 Penalty: 3394.539062
	Iteration 0F: 3 clusters Score -2969586 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2978304.750000 Penalty: 3394.539062
	Iteration 1F: 3 clusters Score -2978305 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2978647.250000 Penalty: 3394.539062
	Iteration 2Q: 3 clusters Score -2978647 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2978960.750000 Penalty: 3394.539062
	Iteration 3Q: 3 clusters Score -2978961 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2979286.750000 Penalty: 3394.539062
	Iteration 4Q: 3 clusters Score -2979287 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2979674.750000 Penalty: 3394.539062
	Iteration 5Q: 3 clusters Score -2979675 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2980207.500000 Penalty: 3394.539062
	Iteration 6Q: 3 clusters Score -2980208 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2980909.250000 Penalty: 3394.539062
	Iteration 7Q: 3 clusters Score -2980909 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2981753.000000 Penalty: 3394.539062
	Iteration 8Q: 3 clusters Score -2981753 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2982729.000000 Penalty: 3394.539062
	Iteration 9F: 3 clusters Score -2982729 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2983701.500000 Penalty: 3394.539062
	Iteration 10F: 3 clusters Score -2983702 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2984441.250000 Penalty: 3394.539062
	Iteration 11Q: 3 clusters Score -2984441 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2984997.000000 Penalty: 3394.539062
	Iteration 12Q: 3 clusters Score -2984997 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2985360.750000 Penalty: 3394.539062
	Iteration 13Q: 3 clusters Score -2985361 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2985544.250000 Penalty: 3394.539062
	Iteration 14Q: 3 clusters Score -2985544 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2985653.000000 Penalty: 3394.539062
	Iteration 15Q: 3 clusters Score -2985653 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2985740.000000 Penalty: 3394.539062
	Iteration 16Q: 3 clusters Score -2985740 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2985825.500000 Penalty: 3394.539062
	Iteration 17Q: 3 clusters Score -2985826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2985919.500000 Penalty: 3394.539062
	Iteration 18Q: 3 clusters Score -2985920 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2986025.250000 Penalty: 3394.539062
	Iteration 19Q: 3 clusters Score -2986025 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2986186.000000 Penalty: 3394.539062
	Iteration 20F: 3 clusters Score -2986186 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2986331.250000 Penalty: 3394.539062
	Iteration 21Q: 3 clusters Score -2986331 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2986553.500000 Penalty: 3394.539062
	Iteration 22Q: 3 clusters Score -2986554 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2986820.250000 Penalty: 3394.539062
	Iteration 23Q: 3 clusters Score -2986820 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2987131.250000 Penalty: 3394.539062
	Iteration 24Q: 3 clusters Score -2987131 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2987475.750000 Penalty: 3394.539062
	Iteration 25Q: 3 clusters Score -2987476 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2987904.750000 Penalty: 3394.539062
	Iteration 26Q: 3 clusters Score -2987905 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2988356.500000 Penalty: 3394.539062
	Iteration 27Q: 3 clusters Score -2988356 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -2988811.500000 Penalty: 3394.539062
	Iteration 28Q: 3 clusters Score -2988812 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -2989271.000000 Penalty: 3394.539062
	Iteration 29Q: 3 clusters Score -2989271 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -2989695.250000 Penalty: 3394.539062
	Iteration 30Q: 3 clusters Score -2989695 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -2990031.750000 Penalty: 3394.539062
	Iteration 31Q: 3 clusters Score -2990032 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2990294.000000 Penalty: 3394.539062
	Iteration 32Q: 3 clusters Score -2990294 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -2990516.250000 Penalty: 3394.539062
	Iteration 33Q: 3 clusters Score -2990516 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -2990671.500000 Penalty: 3394.539062
	Iteration 34Q: 3 clusters Score -2990672 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -2990827.000000 Penalty: 3394.539062
	Iteration 35Q: 3 clusters Score -2990827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -2990942.750000 Penalty: 3394.539062
	Iteration 36Q: 3 clusters Score -2990943 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -2991026.250000 Penalty: 3394.539062
	Iteration 37Q: 3 clusters Score -2991026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2991103.000000 Penalty: 3394.539062
	Iteration 38Q: 3 clusters Score -2991103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -2991156.250000 Penalty: 3394.539062
	Iteration 39Q: 3 clusters Score -2991156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2991190.250000 Penalty: 3394.539062
	Iteration 40F: 3 clusters Score -2991190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -2991217.500000 Penalty: 3394.539062
	Iteration 41Q: 3 clusters Score -2991218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -2991237.250000 Penalty: 3394.539062
	Iteration 42Q: 3 clusters Score -2991237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -2991251.500000 Penalty: 3394.539062
	Iteration 43Q: 3 clusters Score -2991252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -2991266.500000 Penalty: 3394.539062
	Iteration 44Q: 3 clusters Score -2991266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -2991271.000000 Penalty: 3394.539062
	Iteration 45Q: 3 clusters Score -2991271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -2991281.500000 Penalty: 3394.539062
	Iteration 46Q: 3 clusters Score -2991282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -2991291.250000 Penalty: 3394.539062
	Iteration 47Q: 3 clusters Score -2991291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -2991300.750000 Penalty: 3394.539062
	Iteration 48Q: 3 clusters Score -2991301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -2991306.500000 Penalty: 3394.539062
	Iteration 49Q: 3 clusters Score -2991306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -2991312.500000 Penalty: 3394.539062
	Iteration 50Q: 3 clusters Score -2991312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -2991315.500000 Penalty: 3394.539062
	Iteration 51Q: 3 clusters Score -2991316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -2991317.500000 Penalty: 3394.539062
	Iteration 52Q: 3 clusters Score -2991318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -2991326.500000 Penalty: 3394.539062
	Iteration 53Q: 3 clusters Score -2991326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -2991324.500000 Penalty: 3394.539062
	Iteration 54Q: 3 clusters Score -2991324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -2991329.000000 Penalty: 3394.539062
	Iteration 55Q: 3 clusters Score -2991329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -2991329.000000 Penalty: 3394.539062
	Iteration 56Q: 3 clusters Score -2991329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -2991328.000000 Penalty: 3394.539062
	Iteration 57Q: 3 clusters Score -2991328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -2991329.000000 Penalty: 3394.539062
	Iteration 58Q: 3 clusters Score -2991329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -2991332.000000 Penalty: 3394.539062
	Iteration 59Q: 3 clusters Score -2991332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -2991332.750000 Penalty: 3394.539062
	Iteration 60F: 3 clusters Score -2991333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -2991333.750000 Penalty: 3394.539062
	Iteration 61Q: 3 clusters Score -2991334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -2991338.250000 Penalty: 3394.539062
	Iteration 62Q: 3 clusters Score -2991338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -2991341.000000 Penalty: 3394.539062
	Iteration 63Q: 3 clusters Score -2991341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -2991341.750000 Penalty: 3394.539062
	Iteration 64Q: 3 clusters Score -2991342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -2991340.750000 Penalty: 3394.539062
	Iteration 65Q: 3 clusters Score -2991341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -2991340.250000 Penalty: 3394.539062
	Iteration 66Q: 3 clusters Score -2991340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -2991342.000000 Penalty: 3394.539062
	Iteration 67Q: 3 clusters Score -2991342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -2991344.250000 Penalty: 3394.539062
	Iteration 68Q: 3 clusters Score -2991344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -2991345.750000 Penalty: 3394.539062
	Iteration 69Q: 3 clusters Score -2991346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2991344.250000 Penalty: 3394.539062
	Iteration 70Q: 3 clusters Score -2991344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -2991343.500000 Penalty: 3394.539062
	Iteration 71Q: 3 clusters Score -2991344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -2991343.500000 Penalty: 3394.539062
	Iteration 72Q: 3 clusters Score -2991344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -2991340.750000 Penalty: 3394.539062
	Iteration 73Q: 3 clusters Score -2991341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -2991342.500000 Penalty: 3394.539062
	Iteration 74Q: 3 clusters Score -2991342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -2991346.250000 Penalty: 3394.539062
	Iteration 75Q: 3 clusters Score -2991346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -2991346.750000 Penalty: 3394.539062
	Iteration 76Q: 3 clusters Score -2991347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -2991346.750000 Penalty: 3394.539062
	Iteration 77F: 3 clusters Score -2991347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Entering Unmasked Estep 
Score: -1006179.625000 Penalty: 1521.497559
	Iteration 0F: 2 clusters Score -1006180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -997875.062500 Penalty: 3042.995117
	Iteration 0F: 3 clusters Score -997875.1 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1000714.687500 Penalty: 3042.995117
	Iteration 1F: 3 clusters Score -1000715 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1001085.625000 Penalty: 3042.995117
	Iteration 2F: 3 clusters Score -1001086 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1001483.312500 Penalty: 3042.995117
	Iteration 3F: 3 clusters Score -1001483 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1001897.125000 Penalty: 3042.995117
	Iteration 4F: 3 clusters Score -1001897 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1002300.875000 Penalty: 3042.995117
	Iteration 5F: 3 clusters Score -1002301 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1002646.500000 Penalty: 3042.995117
	Iteration 6F: 3 clusters Score -1002646 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1003005.750000 Penalty: 3042.995117
	Iteration 7Q: 3 clusters Score -1003006 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1003313.500000 Penalty: 3042.995117
	Iteration 8Q: 3 clusters Score -1003314 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1003554.937500 Penalty: 3042.995117
	Iteration 9Q: 3 clusters Score -1003555 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1003743.125000 Penalty: 3042.995117
	Iteration 10Q: 3 clusters Score -1003743 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1003936.500000 Penalty: 3042.995117
	Iteration 11Q: 3 clusters Score -1003936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1004093.250000 Penalty: 3042.995117
	Iteration 12Q: 3 clusters Score -1004093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1004251.250000 Penalty: 3042.995117
	Iteration 13Q: 3 clusters Score -1004251 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1004399.875000 Penalty: 3042.995117
	Iteration 14Q: 3 clusters Score -1004400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1004533.812500 Penalty: 3042.995117
	Iteration 15Q: 3 clusters Score -1004534 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1004653.000000 Penalty: 3042.995117
	Iteration 16Q: 3 clusters Score -1004653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1004744.937500 Penalty: 3042.995117
	Iteration 17Q: 3 clusters Score -1004745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1004807.000000 Penalty: 3042.995117
	Iteration 18Q: 3 clusters Score -1004807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1004849.937500 Penalty: 3042.995117
	Iteration 19Q: 3 clusters Score -1004850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1004874.125000 Penalty: 3042.995117
	Iteration 20F: 3 clusters Score -1004874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1004890.000000 Penalty: 3042.995117
	Iteration 21Q: 3 clusters Score -1004890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1004896.187500 Penalty: 3042.995117
	Iteration 22Q: 3 clusters Score -1004896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1004901.812500 Penalty: 3042.995117
	Iteration 23Q: 3 clusters Score -1004902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1004908.312500 Penalty: 3042.995117
	Iteration 24Q: 3 clusters Score -1004908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1004915.875000 Penalty: 3042.995117
	Iteration 25Q: 3 clusters Score -1004916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1004921.937500 Penalty: 3042.995117
	Iteration 26Q: 3 clusters Score -1004922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1004928.125000 Penalty: 3042.995117
	Iteration 27Q: 3 clusters Score -1004928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1004933.875000 Penalty: 3042.995117
	Iteration 28Q: 3 clusters Score -1004934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1004936.625000 Penalty: 3042.995117
	Iteration 29Q: 3 clusters Score -1004937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1004940.625000 Penalty: 3042.995117
	Iteration 30Q: 3 clusters Score -1004941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1004938.875000 Penalty: 3042.995117
	Iteration 31Q: 3 clusters Score -1004939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1004937.187500 Penalty: 3042.995117
	Iteration 32Q: 3 clusters Score -1004937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1004941.437500 Penalty: 3042.995117
	Iteration 33Q: 3 clusters Score -1004941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1004945.500000 Penalty: 3042.995117
	Iteration 34Q: 3 clusters Score -1004946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1004946.687500 Penalty: 3042.995117
	Iteration 35Q: 3 clusters Score -1004947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1004948.687500 Penalty: 3042.995117
	Iteration 36Q: 3 clusters Score -1004949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1004951.750000 Penalty: 3042.995117
	Iteration 37Q: 3 clusters Score -1004952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1004953.562500 Penalty: 3042.995117
	Iteration 38Q: 3 clusters Score -1004954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1004958.187500 Penalty: 3042.995117
	Iteration 39Q: 3 clusters Score -1004958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1004957.250000 Penalty: 3042.995117
	Iteration 40F: 3 clusters Score -1004957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1004956.375000 Penalty: 3042.995117
	Iteration 41Q: 3 clusters Score -1004956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1004956.375000 Penalty: 3042.995117
	Iteration 42F: 3 clusters Score -1004956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -178132.718750 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -178132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -175967.500000 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -175967.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -176451.796875 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -176451.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -176570.906250 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -176570.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -176648.593750 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -176648.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -176703.187500 Penalty: 2493.646484
	Iteration 4Q: 3 clusters Score -176703.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -176745.265625 Penalty: 2493.646484
	Iteration 5Q: 3 clusters Score -176745.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -176776.421875 Penalty: 2493.646484
	Iteration 6Q: 3 clusters Score -176776.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -176797.484375 Penalty: 2493.646484
	Iteration 7Q: 3 clusters Score -176797.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -176815.140625 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -176815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -176831.843750 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -176831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -176846.406250 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -176846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -176862.875000 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -176862.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -176888.500000 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -176888.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -176909.390625 Penalty: 2493.646484
	Iteration 13Q: 3 clusters Score -176909.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -176927.359375 Penalty: 2493.646484
	Iteration 14Q: 3 clusters Score -176927.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -176952.312500 Penalty: 2493.646484
	Iteration 15Q: 3 clusters Score -176952.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176986.312500 Penalty: 2493.646484
	Iteration 16Q: 3 clusters Score -176986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -177015.343750 Penalty: 2493.646484
	Iteration 17Q: 3 clusters Score -177015.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177051.453125 Penalty: 2493.646484
	Iteration 18Q: 3 clusters Score -177051.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177095.828125 Penalty: 2493.646484
	Iteration 19Q: 3 clusters Score -177095.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177121.031250 Penalty: 2493.646484
	Iteration 20F: 3 clusters Score -177121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -177148.718750 Penalty: 2493.646484
	Iteration 21Q: 3 clusters Score -177148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177180.937500 Penalty: 2493.646484
	Iteration 22Q: 3 clusters Score -177180.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177217.468750 Penalty: 2493.646484
	Iteration 23Q: 3 clusters Score -177217.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -177252.937500 Penalty: 2493.646484
	Iteration 24Q: 3 clusters Score -177252.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177282.328125 Penalty: 2493.646484
	Iteration 25Q: 3 clusters Score -177282.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177325.390625 Penalty: 2493.646484
	Iteration 26Q: 3 clusters Score -177325.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -177366.890625 Penalty: 2493.646484
	Iteration 27Q: 3 clusters Score -177366.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177408.078125 Penalty: 2493.646484
	Iteration 28Q: 3 clusters Score -177408.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177447.750000 Penalty: 2493.646484
	Iteration 29Q: 3 clusters Score -177447.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177485.609375 Penalty: 2493.646484
	Iteration 30Q: 3 clusters Score -177485.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177510.640625 Penalty: 2493.646484
	Iteration 31Q: 3 clusters Score -177510.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177528.437500 Penalty: 2493.646484
	Iteration 32Q: 3 clusters Score -177528.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177537.687500 Penalty: 2493.646484
	Iteration 33Q: 3 clusters Score -177537.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177544.437500 Penalty: 2493.646484
	Iteration 34Q: 3 clusters Score -177544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -177547.625000 Penalty: 2493.646484
	Iteration 35Q: 3 clusters Score -177547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177549.046875 Penalty: 2493.646484
	Iteration 36Q: 3 clusters Score -177549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177550.406250 Penalty: 2493.646484
	Iteration 37Q: 3 clusters Score -177550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -177550.781250 Penalty: 2493.646484
	Iteration 38Q: 3 clusters Score -177550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -177551.312500 Penalty: 2493.646484
	Iteration 39Q: 3 clusters Score -177551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -177551.312500 Penalty: 2493.646484
	Iteration 40F: 3 clusters Score -177551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Entering Unmasked Estep 
Score: -2298706.000000 Penalty: 1672.710327
	Iteration 0F: 2 clusters Score -2298706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2278839.250000 Penalty: 3345.420654
	Iteration 0F: 3 clusters Score -2278839 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2286920.750000 Penalty: 3345.420654
	Iteration 1F: 3 clusters Score -2286921 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2287904.750000 Penalty: 3345.420654
	Iteration 2F: 3 clusters Score -2287905 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2288894.000000 Penalty: 3345.420654
	Iteration 3F: 3 clusters Score -2288894 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2289801.500000 Penalty: 3345.420654
	Iteration 4F: 3 clusters Score -2289802 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2290689.750000 Penalty: 3345.420654
	Iteration 5F: 3 clusters Score -2290690 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2291630.500000 Penalty: 3345.420654
	Iteration 6F: 3 clusters Score -2291630 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2292604.750000 Penalty: 3345.420654
	Iteration 7F: 3 clusters Score -2292605 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2293600.500000 Penalty: 3345.420654
	Iteration 8F: 3 clusters Score -2293600 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2294569 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2295266 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2295671 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2295977 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2296212.250000 Penalty: 3345.420654
	Iteration 13Q: 3 clusters Score -2296212 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2296395 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2296515 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2296642 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2296725 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2296806 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2296882 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2296944.000000 Penalty: 3345.420654
	Iteration 20F: 3 clusters Score -2296944 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2297015 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2297080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2297128 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2297179 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2297207 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2297239.250000 Penalty: 3345.420654
	Iteration 26Q: 3 clusters Score -2297239 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2297275.500000 Penalty: 3345.420654
	Iteration 27Q: 3 clusters Score -2297276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2297290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2297303 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2297312.000000 Penalty: 3345.420654
	Iteration 30Q: 3 clusters Score -2297312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2297327.000000 Penalty: 3345.420654
	Iteration 31Q: 3 clusters Score -2297327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2297335.000000 Penalty: 3345.420654
	Iteration 32Q: 3 clusters Score -2297335 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2297340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2297345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2297352 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2297350 nChanged 31
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Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2297354 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2297356 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2297364 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10932 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2297368 nChanged 43
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Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2297375 nChanged 44
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2297370 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2297378 nChanged 42
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Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2297385 nChanged 54
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Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2297384 nChanged 52
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2297384 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2297382 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2297384 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2297391 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2297398 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2297398 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2297393 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2297391 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2297395 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2297392 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2297393 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2297392 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2297396 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2297406 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2297408.500000 Penalty: 3345.420654
	Iteration 60F: 3 clusters Score -2297408 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2297408 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2297406 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2297411 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10074 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2297412 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10040 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2297416 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10004 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2297422 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9966 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2297428 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9932 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2297432 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2297439 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2297444 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2297442 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9742 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2297442 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2297452 nChanged 51
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Mstep: Class 1 contains 9645 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2297457 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9596 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2297460 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9549 members 
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	Iteration 76Q: 3 clusters Score -2297463 nChanged 58
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 20050 members 
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	Iteration 77Q: 3 clusters Score -2297464 nChanged 63
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Mstep: Class 1 contains 9430 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2297466 nChanged 72
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Mstep: Class 1 contains 9360 members 
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	Iteration 79Q: 3 clusters Score -2297477 nChanged 69
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Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2297477 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2297488 nChanged 67
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Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 20373 members 
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	Iteration 82Q: 3 clusters Score -2297495 nChanged 67
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Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 20440 members 
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	Iteration 83Q: 3 clusters Score -2297500 nChanged 61
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Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 20501 members 
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	Iteration 84Q: 3 clusters Score -2297506 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8987 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2297510 nChanged 51
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Mstep: Class 1 contains 8936 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2297520 nChanged 49
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	Iteration 87Q: 3 clusters Score -2297520 nChanged 37
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Mstep: Class 1 contains 8852 members 
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	Iteration 88Q: 3 clusters Score -2297518 nChanged 44
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Mstep: Class 1 contains 8808 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2297524 nChanged 40
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Mstep: Class 1 contains 8768 members 
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	Iteration 90Q: 3 clusters Score -2297524 nChanged 42
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Mstep: Class 1 contains 8726 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2297524 nChanged 37
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Mstep: Class 1 contains 8689 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2297529 nChanged 40
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2297527 nChanged 35
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Mstep: Class 1 contains 8614 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2297536 nChanged 31
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Mstep: Class 1 contains 8583 members 
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	Iteration 95Q: 3 clusters Score -2297536 nChanged 20
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Mstep: Class 1 contains 8563 members 
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	Iteration 96Q: 3 clusters Score -2297540 nChanged 21
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	Iteration 97Q: 3 clusters Score -2297539 nChanged 20
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	Iteration 98Q: 3 clusters Score -2297540 nChanged 18
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2297541 nChanged 17
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	Iteration 100F: 3 clusters Score -2297549 nChanged 17
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	Iteration 101Q: 3 clusters Score -2297548 nChanged 11
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2297546 nChanged 11
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Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2297552.250000 Penalty: 3345.420654
	Iteration 103Q: 3 clusters Score -2297552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2297549.500000 Penalty: 3345.420654
	Iteration 104Q: 3 clusters Score -2297550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2297551.000000 Penalty: 3345.420654
	Iteration 105Q: 3 clusters Score -2297551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2297549.500000 Penalty: 3345.420654
	Iteration 106Q: 3 clusters Score -2297550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2297547.250000 Penalty: 3345.420654
	Iteration 107Q: 3 clusters Score -2297547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2297547.000000 Penalty: 3345.420654
	Iteration 108Q: 3 clusters Score -2297547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2297549.250000 Penalty: 3345.420654
	Iteration 109Q: 3 clusters Score -2297549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2297550.000000 Penalty: 3345.420654
	Iteration 110Q: 3 clusters Score -2297550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2297545.500000 Penalty: 3345.420654
	Iteration 111Q: 3 clusters Score -2297546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2297555.500000 Penalty: 3345.420654
	Iteration 112Q: 3 clusters Score -2297556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2297554.250000 Penalty: 3345.420654
	Iteration 113Q: 3 clusters Score -2297554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2297557.000000 Penalty: 3345.420654
	Iteration 114Q: 3 clusters Score -2297557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2297552.750000 Penalty: 3345.420654
	Iteration 115Q: 3 clusters Score -2297553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2297550.500000 Penalty: 3345.420654
	Iteration 116Q: 3 clusters Score -2297550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2297548.750000 Penalty: 3345.420654
	Iteration 117Q: 3 clusters Score -2297549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2297549.250000 Penalty: 3345.420654
	Iteration 118Q: 3 clusters Score -2297549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2297550.750000 Penalty: 3345.420654
	Iteration 119Q: 3 clusters Score -2297551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2297548.750000 Penalty: 3345.420654
	Iteration 120F: 3 clusters Score -2297549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2297554.250000 Penalty: 3345.420654
	Iteration 121Q: 3 clusters Score -2297554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2297553.500000 Penalty: 3345.420654
	Iteration 122Q: 3 clusters Score -2297554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2297551.750000 Penalty: 3345.420654
	Iteration 123Q: 3 clusters Score -2297552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2297551.750000 Penalty: 3345.420654
	Iteration 124Q: 3 clusters Score -2297552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2297547.500000 Penalty: 3345.420654
	Iteration 125Q: 3 clusters Score -2297548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2297548.000000 Penalty: 3345.420654
	Iteration 126Q: 3 clusters Score -2297548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2297547.500000 Penalty: 3345.420654
	Iteration 127Q: 3 clusters Score -2297548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2297549.250000 Penalty: 3345.420654
	Iteration 128Q: 3 clusters Score -2297549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2297552.750000 Penalty: 3345.420654
	Iteration 129Q: 3 clusters Score -2297553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2297550.750000 Penalty: 3345.420654
	Iteration 130Q: 3 clusters Score -2297551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2297554.750000 Penalty: 3345.420654
	Iteration 131Q: 3 clusters Score -2297555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2297555.000000 Penalty: 3345.420654
	Iteration 132Q: 3 clusters Score -2297555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2297558.000000 Penalty: 3345.420654
	Iteration 133Q: 3 clusters Score -2297558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2297557.500000 Penalty: 3345.420654
	Iteration 134Q: 3 clusters Score -2297558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2297558.000000 Penalty: 3345.420654
	Iteration 135Q: 3 clusters Score -2297558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2297555.500000 Penalty: 3345.420654
	Iteration 136Q: 3 clusters Score -2297556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2297557.750000 Penalty: 3345.420654
	Iteration 137Q: 3 clusters Score -2297558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2297555.250000 Penalty: 3345.420654
	Iteration 138Q: 3 clusters Score -2297555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2297555.250000 Penalty: 3345.420654
	Iteration 139F: 3 clusters Score -2297555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Entering Unmasked Estep 
Score: -3969245.500000 Penalty: 1742.226440
	Iteration 0F: 2 clusters Score -3969246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3938893.000000 Penalty: 3484.452881
	Iteration 0F: 3 clusters Score -3938893 nChanged 21211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3950674.500000 Penalty: 3484.452881
	Iteration 1F: 3 clusters Score -3950674 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3951175.250000 Penalty: 3484.452881
	Iteration 2Q: 3 clusters Score -3951175 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3951723.750000 Penalty: 3484.452881
	Iteration 3Q: 3 clusters Score -3951724 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3952350.750000 Penalty: 3484.452881
	Iteration 4Q: 3 clusters Score -3952351 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3953164.000000 Penalty: 3484.452881
	Iteration 5Q: 3 clusters Score -3953164 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3954249.750000 Penalty: 3484.452881
	Iteration 6Q: 3 clusters Score -3954250 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3955605.250000 Penalty: 3484.452881
	Iteration 7F: 3 clusters Score -3955605 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3957433.000000 Penalty: 3484.452881
	Iteration 8F: 3 clusters Score -3957433 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3959145.750000 Penalty: 3484.452881
	Iteration 9F: 3 clusters Score -3959146 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3960244.500000 Penalty: 3484.452881
	Iteration 10Q: 3 clusters Score -3960244 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3960719.000000 Penalty: 3484.452881
	Iteration 11Q: 3 clusters Score -3960719 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3960906.000000 Penalty: 3484.452881
	Iteration 12Q: 3 clusters Score -3960906 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3960993.750000 Penalty: 3484.452881
	Iteration 13Q: 3 clusters Score -3960994 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3961035.500000 Penalty: 3484.452881
	Iteration 14Q: 3 clusters Score -3961036 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3961086.750000 Penalty: 3484.452881
	Iteration 15Q: 3 clusters Score -3961087 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3961134.750000 Penalty: 3484.452881
	Iteration 16Q: 3 clusters Score -3961135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3961144.250000 Penalty: 3484.452881
	Iteration 17Q: 3 clusters Score -3961144 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3961166.000000 Penalty: 3484.452881
	Iteration 18Q: 3 clusters Score -3961166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3961192.000000 Penalty: 3484.452881
	Iteration 19Q: 3 clusters Score -3961192 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3961213.500000 Penalty: 3484.452881
	Iteration 20F: 3 clusters Score -3961214 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3961245.500000 Penalty: 3484.452881
	Iteration 21Q: 3 clusters Score -3961246 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3961279.750000 Penalty: 3484.452881
	Iteration 22Q: 3 clusters Score -3961280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3961305.500000 Penalty: 3484.452881
	Iteration 23Q: 3 clusters Score -3961306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3961333.250000 Penalty: 3484.452881
	Iteration 24Q: 3 clusters Score -3961333 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3961336.000000 Penalty: 3484.452881
	Iteration 25Q: 3 clusters Score -3961336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3961370.500000 Penalty: 3484.452881
	Iteration 26Q: 3 clusters Score -3961370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3961375.000000 Penalty: 3484.452881
	Iteration 27Q: 3 clusters Score -3961375 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3961397.750000 Penalty: 3484.452881
	Iteration 28Q: 3 clusters Score -3961398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3961404.750000 Penalty: 3484.452881
	Iteration 29Q: 3 clusters Score -3961405 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3961415.000000 Penalty: 3484.452881
	Iteration 30Q: 3 clusters Score -3961415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3961429.500000 Penalty: 3484.452881
	Iteration 31Q: 3 clusters Score -3961430 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3961448.750000 Penalty: 3484.452881
	Iteration 32Q: 3 clusters Score -3961449 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3961463.500000 Penalty: 3484.452881
	Iteration 33Q: 3 clusters Score -3961464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3961478.750000 Penalty: 3484.452881
	Iteration 34Q: 3 clusters Score -3961479 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3961490.750000 Penalty: 3484.452881
	Iteration 35Q: 3 clusters Score -3961491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3961501.750000 Penalty: 3484.452881
	Iteration 36Q: 3 clusters Score -3961502 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3961516.250000 Penalty: 3484.452881
	Iteration 37Q: 3 clusters Score -3961516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3961541.750000 Penalty: 3484.452881
	Iteration 38Q: 3 clusters Score -3961542 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3961562.250000 Penalty: 3484.452881
	Iteration 39Q: 3 clusters Score -3961562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3961560.750000 Penalty: 3484.452881
	Iteration 40F: 3 clusters Score -3961561 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3961566.250000 Penalty: 3484.452881
	Iteration 41Q: 3 clusters Score -3961566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3961586.000000 Penalty: 3484.452881
	Iteration 42Q: 3 clusters Score -3961586 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3961606.750000 Penalty: 3484.452881
	Iteration 43Q: 3 clusters Score -3961607 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3961623.000000 Penalty: 3484.452881
	Iteration 44Q: 3 clusters Score -3961623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3961652.750000 Penalty: 3484.452881
	Iteration 45Q: 3 clusters Score -3961653 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3961662.000000 Penalty: 3484.452881
	Iteration 46Q: 3 clusters Score -3961662 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3961667.500000 Penalty: 3484.452881
	Iteration 47Q: 3 clusters Score -3961668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3961701.000000 Penalty: 3484.452881
	Iteration 48Q: 3 clusters Score -3961701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3961736.500000 Penalty: 3484.452881
	Iteration 49Q: 3 clusters Score -3961736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3961773.500000 Penalty: 3484.452881
	Iteration 50Q: 3 clusters Score -3961774 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3961811.000000 Penalty: 3484.452881
	Iteration 51Q: 3 clusters Score -3961811 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3961865.500000 Penalty: 3484.452881
	Iteration 52Q: 3 clusters Score -3961866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3961919.000000 Penalty: 3484.452881
	Iteration 53Q: 3 clusters Score -3961919 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3961950.500000 Penalty: 3484.452881
	Iteration 54Q: 3 clusters Score -3961950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3962007.250000 Penalty: 3484.452881
	Iteration 55Q: 3 clusters Score -3962007 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3962040 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3962064 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3962106.500000 Penalty: 3484.452881
	Iteration 58Q: 3 clusters Score -3962106 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3962150 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3962183.000000 Penalty: 3484.452881
	Iteration 60F: 3 clusters Score -3962183 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3962219.500000 Penalty: 3484.452881
	Iteration 61Q: 3 clusters Score -3962220 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3962257.500000 Penalty: 3484.452881
	Iteration 62Q: 3 clusters Score -3962258 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3962295 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3962329 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3962396 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3962446.500000 Penalty: 3484.452881
	Iteration 66Q: 3 clusters Score -3962446 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3962498 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3962584.250000 Penalty: 3484.452881
	Iteration 68Q: 3 clusters Score -3962584 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3962675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3962735.750000 Penalty: 3484.452881
	Iteration 70Q: 3 clusters Score -3962736 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3962846 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3962954 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3963093.500000 Penalty: 3484.452881
	Iteration 73Q: 3 clusters Score -3963094 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3963248.750000 Penalty: 3484.452881
	Iteration 74Q: 3 clusters Score -3963249 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3963426.250000 Penalty: 3484.452881
	Iteration 75Q: 3 clusters Score -3963426 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -3963598.750000 Penalty: 3484.452881
	Iteration 76Q: 3 clusters Score -3963599 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3963810 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3963991 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3964237 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3964488 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3964752 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3965046 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3965302 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3965548 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3965807 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -3966072.500000 Penalty: 3484.452881
	Iteration 86Q: 3 clusters Score -3966072 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -3966314.250000 Penalty: 3484.452881
	Iteration 87Q: 3 clusters Score -3966314 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -3966526.000000 Penalty: 3484.452881
	Iteration 88Q: 3 clusters Score -3966526 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -3966783.500000 Penalty: 3484.452881
	Iteration 89Q: 3 clusters Score -3966784 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -3966995.500000 Penalty: 3484.452881
	Iteration 90Q: 3 clusters Score -3966996 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -3967165.500000 Penalty: 3484.452881
	Iteration 91Q: 3 clusters Score -3967166 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -3967326.250000 Penalty: 3484.452881
	Iteration 92Q: 3 clusters Score -3967326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -3967467.250000 Penalty: 3484.452881
	Iteration 93Q: 3 clusters Score -3967467 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -3967616.250000 Penalty: 3484.452881
	Iteration 94Q: 3 clusters Score -3967616 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -3967735.250000 Penalty: 3484.452881
	Iteration 95Q: 3 clusters Score -3967735 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -3967841.000000 Penalty: 3484.452881
	Iteration 96Q: 3 clusters Score -3967841 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -3967937.750000 Penalty: 3484.452881
	Iteration 97Q: 3 clusters Score -3967938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -3968026.750000 Penalty: 3484.452881
	Iteration 98Q: 3 clusters Score -3968027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -3968109.000000 Penalty: 3484.452881
	Iteration 99Q: 3 clusters Score -3968109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -3968198.000000 Penalty: 3484.452881
	Iteration 100F: 3 clusters Score -3968198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -3968263.750000 Penalty: 3484.452881
	Iteration 101Q: 3 clusters Score -3968264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -3968315.000000 Penalty: 3484.452881
	Iteration 102Q: 3 clusters Score -3968315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -3968337.000000 Penalty: 3484.452881
	Iteration 103Q: 3 clusters Score -3968337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -3968353.250000 Penalty: 3484.452881
	Iteration 104Q: 3 clusters Score -3968353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -3968355.250000 Penalty: 3484.452881
	Iteration 105Q: 3 clusters Score -3968355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -3968357.500000 Penalty: 3484.452881
	Iteration 106Q: 3 clusters Score -3968358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -3968361.250000 Penalty: 3484.452881
	Iteration 107Q: 3 clusters Score -3968361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -3968365.250000 Penalty: 3484.452881
	Iteration 108Q: 3 clusters Score -3968365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -3968361.750000 Penalty: 3484.452881
	Iteration 109Q: 3 clusters Score -3968362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -3968365.750000 Penalty: 3484.452881
	Iteration 110Q: 3 clusters Score -3968366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -3968366.250000 Penalty: 3484.452881
	Iteration 111Q: 3 clusters Score -3968366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -3968371.750000 Penalty: 3484.452881
	Iteration 112Q: 3 clusters Score -3968372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -3968374.750000 Penalty: 3484.452881
	Iteration 113Q: 3 clusters Score -3968375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -3968377.750000 Penalty: 3484.452881
	Iteration 114Q: 3 clusters Score -3968378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -3968380.000000 Penalty: 3484.452881
	Iteration 115Q: 3 clusters Score -3968380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -3968383.500000 Penalty: 3484.452881
	Iteration 116Q: 3 clusters Score -3968384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -3968382.500000 Penalty: 3484.452881
	Iteration 117Q: 3 clusters Score -3968382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -3968380.750000 Penalty: 3484.452881
	Iteration 118Q: 3 clusters Score -3968381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -3968384.250000 Penalty: 3484.452881
	Iteration 119Q: 3 clusters Score -3968384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -3968387.500000 Penalty: 3484.452881
	Iteration 120F: 3 clusters Score -3968388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -3968385.000000 Penalty: 3484.452881
	Iteration 121Q: 3 clusters Score -3968385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -3968394.750000 Penalty: 3484.452881
	Iteration 122Q: 3 clusters Score -3968395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -3968395.000000 Penalty: 3484.452881
	Iteration 123Q: 3 clusters Score -3968395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -3968395.500000 Penalty: 3484.452881
	Iteration 124Q: 3 clusters Score -3968396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -3968403.000000 Penalty: 3484.452881
	Iteration 125Q: 3 clusters Score -3968403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -3968407.500000 Penalty: 3484.452881
	Iteration 126Q: 3 clusters Score -3968408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -3968406.500000 Penalty: 3484.452881
	Iteration 127Q: 3 clusters Score -3968406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -3968403.000000 Penalty: 3484.452881
	Iteration 128Q: 3 clusters Score -3968403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -3968405.750000 Penalty: 3484.452881
	Iteration 129Q: 3 clusters Score -3968406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -3968408.000000 Penalty: 3484.452881
	Iteration 130Q: 3 clusters Score -3968408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -3968413.000000 Penalty: 3484.452881
	Iteration 131Q: 3 clusters Score -3968413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -3968414.250000 Penalty: 3484.452881
	Iteration 132Q: 3 clusters Score -3968414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -3968419.250000 Penalty: 3484.452881
	Iteration 133Q: 3 clusters Score -3968419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -3968418.250000 Penalty: 3484.452881
	Iteration 134Q: 3 clusters Score -3968418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -3968418.250000 Penalty: 3484.452881
	Iteration 135F: 3 clusters Score -3968418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76569 members 
Entering Unmasked Estep 
Score: -6842826.500000 Penalty: 1827.466553
	Iteration 0F: 2 clusters Score -6842826 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 38342 members 
Entering Unmasked Estep 
Score: -6791266.500000 Penalty: 3654.933105
	Iteration 0F: 3 clusters Score -6791266 nChanged 36351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6812097.000000 Penalty: 3654.933105
	Iteration 1F: 3 clusters Score -6812097 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -6812706.000000 Penalty: 3654.933105
	Iteration 2Q: 3 clusters Score -6812706 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -6813387.500000 Penalty: 3654.933105
	Iteration 3Q: 3 clusters Score -6813388 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6814444.000000 Penalty: 3654.933105
	Iteration 4Q: 3 clusters Score -6814444 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -6816364.000000 Penalty: 3654.933105
	Iteration 5F: 3 clusters Score -6816364 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -6819444.000000 Penalty: 3654.933105
	Iteration 6F: 3 clusters Score -6819444 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -6824282.000000 Penalty: 3654.933105
	Iteration 7F: 3 clusters Score -6824282 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -6830137.500000 Penalty: 3654.933105
	Iteration 8F: 3 clusters Score -6830138 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -6835051.500000 Penalty: 3654.933105
	Iteration 9F: 3 clusters Score -6835052 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -6838207.000000 Penalty: 3654.933105
	Iteration 10Q: 3 clusters Score -6838207 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -6839915.000000 Penalty: 3654.933105
	Iteration 11Q: 3 clusters Score -6839915 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -6840678.000000 Penalty: 3654.933105
	Iteration 12Q: 3 clusters Score -6840678 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -6841160.500000 Penalty: 3654.933105
	Iteration 13Q: 3 clusters Score -6841160 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -6841432.000000 Penalty: 3654.933105
	Iteration 14Q: 3 clusters Score -6841432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -6841582.500000 Penalty: 3654.933105
	Iteration 15Q: 3 clusters Score -6841582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -6841681.000000 Penalty: 3654.933105
	Iteration 16Q: 3 clusters Score -6841681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -6841753.000000 Penalty: 3654.933105
	Iteration 17Q: 3 clusters Score -6841753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -6841809.000000 Penalty: 3654.933105
	Iteration 18Q: 3 clusters Score -6841809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -6841853.500000 Penalty: 3654.933105
	Iteration 19Q: 3 clusters Score -6841854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -6841895.000000 Penalty: 3654.933105
	Iteration 20F: 3 clusters Score -6841895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -6841916.500000 Penalty: 3654.933105
	Iteration 21Q: 3 clusters Score -6841916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -6841917.000000 Penalty: 3654.933105
	Iteration 22Q: 3 clusters Score -6841917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -6841930.500000 Penalty: 3654.933105
	Iteration 23Q: 3 clusters Score -6841930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -6841932.000000 Penalty: 3654.933105
	Iteration 24Q: 3 clusters Score -6841932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -6841950.000000 Penalty: 3654.933105
	Iteration 25Q: 3 clusters Score -6841950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -6841969.000000 Penalty: 3654.933105
	Iteration 26Q: 3 clusters Score -6841969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -6841982.500000 Penalty: 3654.933105
	Iteration 27Q: 3 clusters Score -6841982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -6842000.500000 Penalty: 3654.933105
	Iteration 28Q: 3 clusters Score -6842000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -6842013.500000 Penalty: 3654.933105
	Iteration 29Q: 3 clusters Score -6842014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -6842013.500000 Penalty: 3654.933105
	Iteration 30Q: 3 clusters Score -6842014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -6842008.000000 Penalty: 3654.933105
	Iteration 31Q: 3 clusters Score -6842008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -6842008.000000 Penalty: 3654.933105
	Iteration 32Q: 3 clusters Score -6842008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -6842022.000000 Penalty: 3654.933105
	Iteration 33Q: 3 clusters Score -6842022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -6842026.500000 Penalty: 3654.933105
	Iteration 34Q: 3 clusters Score -6842026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -6842025.500000 Penalty: 3654.933105
	Iteration 35Q: 3 clusters Score -6842026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -6842028.000000 Penalty: 3654.933105
	Iteration 36Q: 3 clusters Score -6842028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -6842027.500000 Penalty: 3654.933105
	Iteration 37Q: 3 clusters Score -6842028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -6842029.000000 Penalty: 3654.933105
	Iteration 38Q: 3 clusters Score -6842029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -6842031.000000 Penalty: 3654.933105
	Iteration 39Q: 3 clusters Score -6842031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -6842039.500000 Penalty: 3654.933105
	Iteration 40F: 3 clusters Score -6842040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -6842041.000000 Penalty: 3654.933105
	Iteration 41Q: 3 clusters Score -6842041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -6842053.000000 Penalty: 3654.933105
	Iteration 42Q: 3 clusters Score -6842053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -6842059.500000 Penalty: 3654.933105
	Iteration 43Q: 3 clusters Score -6842060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -6842058.000000 Penalty: 3654.933105
	Iteration 44Q: 3 clusters Score -6842058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -6842059.500000 Penalty: 3654.933105
	Iteration 45Q: 3 clusters Score -6842060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -6842060.500000 Penalty: 3654.933105
	Iteration 46Q: 3 clusters Score -6842060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -6842061.000000 Penalty: 3654.933105
	Iteration 47Q: 3 clusters Score -6842061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -6842064.000000 Penalty: 3654.933105
	Iteration 48Q: 3 clusters Score -6842064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -6842065.000000 Penalty: 3654.933105
	Iteration 49Q: 3 clusters Score -6842065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -6842061.500000 Penalty: 3654.933105
	Iteration 50Q: 3 clusters Score -6842062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -6842056.500000 Penalty: 3654.933105
	Iteration 51Q: 3 clusters Score -6842056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -6842054.000000 Penalty: 3654.933105
	Iteration 52Q: 3 clusters Score -6842054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -6842056.500000 Penalty: 3654.933105
	Iteration 53Q: 3 clusters Score -6842056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -6842059.500000 Penalty: 3654.933105
	Iteration 54Q: 3 clusters Score -6842060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -6842062.500000 Penalty: 3654.933105
	Iteration 55Q: 3 clusters Score -6842062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -6842061.000000 Penalty: 3654.933105
	Iteration 56Q: 3 clusters Score -6842061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -6842060.500000 Penalty: 3654.933105
	Iteration 57Q: 3 clusters Score -6842060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -6842059.000000 Penalty: 3654.933105
	Iteration 58Q: 3 clusters Score -6842059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -6842061.500000 Penalty: 3654.933105
	Iteration 59Q: 3 clusters Score -6842062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -6842061.500000 Penalty: 3654.933105
	Iteration 60F: 3 clusters Score -6842062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -124013.390625 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -124013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122254.156250 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -122254.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122589.101562 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -122589.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122732.382812 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -122732.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -122833.164062 Penalty: 2379.171387
	Iteration 3F: 3 clusters Score -122833.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -122934.781250 Penalty: 2379.171387
	Iteration 4F: 3 clusters Score -122934.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -123036.734375 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -123036.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -123128.148438 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -123128.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -123191.070312 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -123191.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -123263.273438 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -123263.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -123319.414062 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -123319.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123344.601562 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -123344.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -123360.054688 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -123360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -123367.718750 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -123367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -123372.648438 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -123372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -123377.031250 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -123377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -123379.414062 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -123379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -123382.289062 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -123382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -123383.156250 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -123383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -123383.156250 Penalty: 2379.171387
	Iteration 18F: 3 clusters Score -123383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -466127.718750 Penalty: 1400.180420
	Iteration 0F: 2 clusters Score -466127.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -461816.250000 Penalty: 2800.360840
	Iteration 0F: 3 clusters Score -461816.2 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -463089.343750 Penalty: 2800.360840
	Iteration 1F: 3 clusters Score -463089.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -463323.406250 Penalty: 2800.360840
	Iteration 2F: 3 clusters Score -463323.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -463495.468750 Penalty: 2800.360840
	Iteration 3F: 3 clusters Score -463495.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -463633.437500 Penalty: 2800.360840
	Iteration 4Q: 3 clusters Score -463633.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -463762.687500 Penalty: 2800.360840
	Iteration 5Q: 3 clusters Score -463762.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -463866.156250 Penalty: 2800.360840
	Iteration 6Q: 3 clusters Score -463866.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -463951.281250 Penalty: 2800.360840
	Iteration 7Q: 3 clusters Score -463951.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -464047.312500 Penalty: 2800.360840
	Iteration 8Q: 3 clusters Score -464047.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -464158.625000 Penalty: 2800.360840
	Iteration 9Q: 3 clusters Score -464158.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -464266.375000 Penalty: 2800.360840
	Iteration 10Q: 3 clusters Score -464266.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -464353.468750 Penalty: 2800.360840
	Iteration 11Q: 3 clusters Score -464353.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -464428.968750 Penalty: 2800.360840
	Iteration 12Q: 3 clusters Score -464429 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -464506.031250 Penalty: 2800.360840
	Iteration 13Q: 3 clusters Score -464506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -464614.968750 Penalty: 2800.360840
	Iteration 14Q: 3 clusters Score -464615 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -464752.750000 Penalty: 2800.360840
	Iteration 15Q: 3 clusters Score -464752.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -464886.468750 Penalty: 2800.360840
	Iteration 16Q: 3 clusters Score -464886.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -465014.687500 Penalty: 2800.360840
	Iteration 17Q: 3 clusters Score -465014.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -465120.718750 Penalty: 2800.360840
	Iteration 18Q: 3 clusters Score -465120.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -465196.625000 Penalty: 2800.360840
	Iteration 19Q: 3 clusters Score -465196.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -465235.937500 Penalty: 2800.360840
	Iteration 20F: 3 clusters Score -465235.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -465258.656250 Penalty: 2800.360840
	Iteration 21Q: 3 clusters Score -465258.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -465276.843750 Penalty: 2800.360840
	Iteration 22Q: 3 clusters Score -465276.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -465287.375000 Penalty: 2800.360840
	Iteration 23Q: 3 clusters Score -465287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -465291.281250 Penalty: 2800.360840
	Iteration 24Q: 3 clusters Score -465291.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -465295.968750 Penalty: 2800.360840
	Iteration 25Q: 3 clusters Score -465296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -465297.968750 Penalty: 2800.360840
	Iteration 26Q: 3 clusters Score -465298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -465300.687500 Penalty: 2800.360840
	Iteration 27Q: 3 clusters Score -465300.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -465304.000000 Penalty: 2800.360840
	Iteration 28Q: 3 clusters Score -465304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -465305.281250 Penalty: 2800.360840
	Iteration 29Q: 3 clusters Score -465305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -465306.906250 Penalty: 2800.360840
	Iteration 30Q: 3 clusters Score -465306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -465308.937500 Penalty: 2800.360840
	Iteration 31Q: 3 clusters Score -465308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -465311.343750 Penalty: 2800.360840
	Iteration 32Q: 3 clusters Score -465311.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -465314.718750 Penalty: 2800.360840
	Iteration 33Q: 3 clusters Score -465314.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -465316.312500 Penalty: 2800.360840
	Iteration 34Q: 3 clusters Score -465316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -465316.218750 Penalty: 2800.360840
	Iteration 35Q: 3 clusters Score -465316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -465316.218750 Penalty: 2800.360840
	Iteration 36F: 3 clusters Score -465316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -126460.210938 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -126460.2 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 1002 members 
Entering Unmasked Estep 
Score: -124411.296875 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -124411.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -124912.414062 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -124912.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -125126.148438 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -125126.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -125268.257812 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -125268.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -125392.242188 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -125392.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -125486.859375 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -125486.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -125565.906250 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -125565.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -125641.664062 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -125641.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -125705.671875 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -125705.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -125761.750000 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -125761.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -125818.000000 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -125818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -125861.539062 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -125861.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -125892.242188 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -125892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -125907.359375 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -125907.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -125923.203125 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -125923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -125936.851562 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -125936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -125948.914062 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -125948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -125956.789062 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -125956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -125960.531250 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -125960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -125962.460938 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -125962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -125964.710938 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -125964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -125968.671875 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -125968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -125977.914062 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -125977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -125988.390625 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -125988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -125994.273438 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -125994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -126000.835938 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -126000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -126006.445312 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -126006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -126017.718750 Penalty: 2454.818115
	Iteration 27Q: 3 clusters Score -126017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -126027.031250 Penalty: 2454.818115
	Iteration 28Q: 3 clusters Score -126027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -126038.531250 Penalty: 2454.818115
	Iteration 29Q: 3 clusters Score -126038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -126050.742188 Penalty: 2454.818115
	Iteration 30Q: 3 clusters Score -126050.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126058.679688 Penalty: 2454.818115
	Iteration 31Q: 3 clusters Score -126058.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -126063.765625 Penalty: 2454.818115
	Iteration 32Q: 3 clusters Score -126063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -126068.757812 Penalty: 2454.818115
	Iteration 33Q: 3 clusters Score -126068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -126073.039062 Penalty: 2454.818115
	Iteration 34Q: 3 clusters Score -126073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -126075.843750 Penalty: 2454.818115
	Iteration 35Q: 3 clusters Score -126075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -126079.125000 Penalty: 2454.818115
	Iteration 36Q: 3 clusters Score -126079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -126082.140625 Penalty: 2454.818115
	Iteration 37Q: 3 clusters Score -126082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -126084.523438 Penalty: 2454.818115
	Iteration 38Q: 3 clusters Score -126084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126088.148438 Penalty: 2454.818115
	Iteration 39Q: 3 clusters Score -126088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -126090.593750 Penalty: 2454.818115
	Iteration 40F: 3 clusters Score -126090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -126093.156250 Penalty: 2454.818115
	Iteration 41Q: 3 clusters Score -126093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -126098.304688 Penalty: 2454.818115
	Iteration 42Q: 3 clusters Score -126098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -126115.257812 Penalty: 2454.818115
	Iteration 43Q: 3 clusters Score -126115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -126126.421875 Penalty: 2454.818115
	Iteration 44Q: 3 clusters Score -126126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -126132.500000 Penalty: 2454.818115
	Iteration 45Q: 3 clusters Score -126132.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -126136.843750 Penalty: 2454.818115
	Iteration 46Q: 3 clusters Score -126136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -126140.460938 Penalty: 2454.818115
	Iteration 47Q: 3 clusters Score -126140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -126145.687500 Penalty: 2454.818115
	Iteration 48Q: 3 clusters Score -126145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -126149.843750 Penalty: 2454.818115
	Iteration 49Q: 3 clusters Score -126149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -126160.445312 Penalty: 2454.818115
	Iteration 50Q: 3 clusters Score -126160.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -126170.015625 Penalty: 2454.818115
	Iteration 51Q: 3 clusters Score -126170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -126173.460938 Penalty: 2454.818115
	Iteration 52Q: 3 clusters Score -126173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -126174.726562 Penalty: 2454.818115
	Iteration 53Q: 3 clusters Score -126174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -126176.796875 Penalty: 2454.818115
	Iteration 54Q: 3 clusters Score -126176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -126178.085938 Penalty: 2454.818115
	Iteration 55Q: 3 clusters Score -126178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -126179.617188 Penalty: 2454.818115
	Iteration 56Q: 3 clusters Score -126179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -126179.617188 Penalty: 2454.818115
	Iteration 57F: 3 clusters Score -126179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -74707.992188 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -74707.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73310.781250 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -73310.78 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73636.414062 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -73636.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73757.484375 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -73757.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73876.390625 Penalty: 2230.056152
	Iteration 3F: 3 clusters Score -73876.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73972.195312 Penalty: 2230.056152
	Iteration 4F: 3 clusters Score -73972.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74035.960938 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -74035.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74069.789062 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -74069.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74095.781250 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -74095.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74106.078125 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -74106.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74117.648438 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -74117.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74125.289062 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -74125.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74132.828125 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -74132.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74135.320312 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -74135.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74137.406250 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -74137.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74139.570312 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -74139.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74143.609375 Penalty: 2230.056152
	Iteration 15Q: 3 clusters Score -74143.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74145.414062 Penalty: 2230.056152
	Iteration 16Q: 3 clusters Score -74145.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74146.664062 Penalty: 2230.056152
	Iteration 17Q: 3 clusters Score -74146.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74148.460938 Penalty: 2230.056152
	Iteration 18Q: 3 clusters Score -74148.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74148.828125 Penalty: 2230.056152
	Iteration 19Q: 3 clusters Score -74148.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74148.828125 Penalty: 2230.056152
	Iteration 20F: 3 clusters Score -74148.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -129994.062500 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -129994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128131.570312 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -128131.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128534.742188 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -128534.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -128617.437500 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -128617.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128680.890625 Penalty: 2400.200195
	Iteration 3Q: 3 clusters Score -128680.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128725.789062 Penalty: 2400.200195
	Iteration 4Q: 3 clusters Score -128725.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -128769.070312 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -128769.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128806.320312 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -128806.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128842.710938 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -128842.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128877.171875 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -128877.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128905.164062 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -128905.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128921.429688 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -128921.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128947.195312 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -128947.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128964.570312 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -128964.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128984.265625 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -128984.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129002.101562 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -129002.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -129031.343750 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -129031.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129067.585938 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -129067.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129116.218750 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -129116.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129152.328125 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -129152.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129190.382812 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -129190.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129223.296875 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -129223.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129251.914062 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -129251.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -129283.929688 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -129283.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -129307.609375 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -129307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -129326.007812 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -129326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129337.265625 Penalty: 2400.200195
	Iteration 25Q: 3 clusters Score -129337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -129344.203125 Penalty: 2400.200195
	Iteration 26Q: 3 clusters Score -129344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129354.375000 Penalty: 2400.200195
	Iteration 27Q: 3 clusters Score -129354.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -129372.179688 Penalty: 2400.200195
	Iteration 28Q: 3 clusters Score -129372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -129384.304688 Penalty: 2400.200195
	Iteration 29Q: 3 clusters Score -129384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -129406.781250 Penalty: 2400.200195
	Iteration 30Q: 3 clusters Score -129406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -129443.210938 Penalty: 2400.200195
	Iteration 31Q: 3 clusters Score -129443.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -129488.875000 Penalty: 2400.200195
	Iteration 32Q: 3 clusters Score -129488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -129551.757812 Penalty: 2400.200195
	Iteration 33Q: 3 clusters Score -129551.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129645.726562 Penalty: 2400.200195
	Iteration 34Q: 3 clusters Score -129645.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -129764.484375 Penalty: 2400.200195
	Iteration 35Q: 3 clusters Score -129764.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -129965.148438 Penalty: 2400.200195
	Iteration 36Q: 3 clusters Score -129965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -130130.085938 Penalty: 2400.200195
	Iteration 37Q: 3 clusters Score -130130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130135.085938 Penalty: 2400.200195
	Iteration 38Q: 3 clusters Score -130135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -130135.945312 Penalty: 2400.200195
	Iteration 39Q: 3 clusters Score -130135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -130135.945312 Penalty: 2400.200195
	Iteration 40F: 3 clusters Score -130135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138645 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25947 members 
Mstep: Class 16 contains 81988 members 
Mstep: Class 17 contains 32866 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29543 members 
Mstep: Class 23 contains 45315 members 
Mstep: Class 24 contains 76569 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 868 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Mstep: Class 32 contains 744 members 
Entering Unmasked Estep 
Score: -76293112.000000 Penalty: 71266.492188
Splitting cluster 29 changes total score from -76293984.000000 to -76293112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -64321.054688 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -64321.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62888.675781 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -62888.68 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63327.035156 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -63327.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -63584.832031 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -63584.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -63743.542969 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -63743.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63826.625000 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -63826.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63891.117188 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -63891.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -63946.316406 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -63946.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -64019.105469 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -64019.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64062.871094 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -64062.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64093.191406 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -64093.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64125.511719 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -64125.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64156.324219 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -64156.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64175.214844 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -64175.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64185.726562 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -64185.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64188.937500 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -64188.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64195.488281 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -64195.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64196.164062 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -64196.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64201.550781 Penalty: 2237.458252
	Iteration 17F: 3 clusters Score -64201.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64212.066406 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -64212.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64219.503906 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -64219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64225.820312 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -64225.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64232.769531 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -64232.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64246.167969 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -64246.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64253.117188 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -64253.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64262.402344 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -64262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64265.113281 Penalty: 2237.458252
	Iteration 25Q: 3 clusters Score -64265.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64267.679688 Penalty: 2237.458252
	Iteration 26Q: 3 clusters Score -64267.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64267.679688 Penalty: 2237.458252
	Iteration 27F: 3 clusters Score -64267.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -453271.781250 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -453271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -449039.781250 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -449039.8 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -450265.812500 Penalty: 2792.859375
	Iteration 1F: 3 clusters Score -450265.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -450566.968750 Penalty: 2792.859375
	Iteration 2F: 3 clusters Score -450567 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -450829.750000 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -450829.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -451068.375000 Penalty: 2792.859375
	Iteration 4F: 3 clusters Score -451068.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -451301.656250 Penalty: 2792.859375
	Iteration 5F: 3 clusters Score -451301.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -451490.500000 Penalty: 2792.859375
	Iteration 6F: 3 clusters Score -451490.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -451642.218750 Penalty: 2792.859375
	Iteration 7Q: 3 clusters Score -451642.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -451783.187500 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -451783.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -451946.750000 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -451946.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -452104.375000 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -452104.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -452224.875000 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -452224.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -452326.093750 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -452326.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -452420.343750 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -452420.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -452480.468750 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -452480.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -452509.406250 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -452509.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -452523.218750 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -452523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -452533.062500 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -452533.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -452540.687500 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -452540.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -452545.750000 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -452545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -452546.718750 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -452546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138645 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25947 members 
Mstep: Class 16 contains 81988 members 
Mstep: Class 17 contains 32866 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11650 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29543 members 
Mstep: Class 23 contains 45315 members 
Mstep: Class 24 contains 76569 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294088.000000 Penalty: 69039.414062
Iteration 119Q: 32 clusters Score -7.629409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138628 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 25945 members 
Mstep: Class 16 contains 81987 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29543 members 
Mstep: Class 23 contains 45322 members 
Mstep: Class 24 contains 76566 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294112.000000 Penalty: 69039.414062
Iteration 120F: 32 clusters Score -7.629411e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246592 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138616 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81986 members 
Mstep: Class 17 contains 32868 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29542 members 
Mstep: Class 23 contains 45327 members 
Mstep: Class 24 contains 76563 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294120.000000 Penalty: 69039.414062
Iteration 121Q: 32 clusters Score -7.629412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246594 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138597 members 
Mstep: Class 10 contains 10292 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81983 members 
Mstep: Class 17 contains 32872 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29541 members 
Mstep: Class 23 contains 45335 members 
Mstep: Class 24 contains 76562 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294160.000000 Penalty: 69039.414062
Iteration 122Q: 32 clusters Score -7.629416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31158 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246595 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138585 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81983 members 
Mstep: Class 17 contains 32873 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29540 members 
Mstep: Class 23 contains 45343 members 
Mstep: Class 24 contains 76560 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 123Q: 32 clusters Score -7.629414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31158 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246595 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138579 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81982 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 45344 members 
Mstep: Class 24 contains 76558 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 124Q: 32 clusters Score -7.629415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246597 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138567 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81984 members 
Mstep: Class 17 contains 32874 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 45353 members 
Mstep: Class 24 contains 76554 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294168.000000 Penalty: 69039.414062
Iteration 125Q: 32 clusters Score -7.629417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246596 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138553 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81983 members 
Mstep: Class 17 contains 32874 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29538 members 
Mstep: Class 23 contains 45365 members 
Mstep: Class 24 contains 76555 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294176.000000 Penalty: 69039.414062
Iteration 126Q: 32 clusters Score -7.629418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246597 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138542 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81981 members 
Mstep: Class 17 contains 32875 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45376 members 
Mstep: Class 24 contains 76553 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 127Q: 32 clusters Score -7.629415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246599 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138534 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81979 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45385 members 
Mstep: Class 24 contains 76552 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294120.000000 Penalty: 69039.414062
Iteration 128Q: 32 clusters Score -7.629412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246600 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138527 members 
Mstep: Class 10 contains 10277 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81977 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45395 members 
Mstep: Class 24 contains 76549 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294160.000000 Penalty: 69039.414062
Iteration 129Q: 32 clusters Score -7.629416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246602 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138520 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81975 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45403 members 
Mstep: Class 24 contains 76548 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294120.000000 Penalty: 69039.414062
Iteration 130Q: 32 clusters Score -7.629412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138513 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81975 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11648 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45409 members 
Mstep: Class 24 contains 76548 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294104.000000 Penalty: 69039.414062
Iteration 131Q: 32 clusters Score -7.62941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138506 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81976 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45415 members 
Mstep: Class 24 contains 76547 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294120.000000 Penalty: 69039.414062
Iteration 132Q: 32 clusters Score -7.629412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138502 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81976 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 45418 members 
Mstep: Class 24 contains 76546 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 133Q: 32 clusters Score -7.629414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138498 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81976 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29540 members 
Mstep: Class 23 contains 45424 members 
Mstep: Class 24 contains 76541 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 134Q: 32 clusters Score -7.629414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246603 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 138492 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81977 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 45434 members 
Mstep: Class 24 contains 76536 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 977 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294160.000000 Penalty: 69039.414062
Iteration 135Q: 32 clusters Score -7.629416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246605 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 138487 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81976 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29540 members 
Mstep: Class 23 contains 45441 members 
Mstep: Class 24 contains 76533 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294088.000000 Penalty: 69039.414062
Iteration 136Q: 32 clusters Score -7.629409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246605 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138479 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81975 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11646 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29540 members 
Mstep: Class 23 contains 45453 members 
Mstep: Class 24 contains 76532 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294128.000000 Penalty: 69039.414062
Iteration 137Q: 32 clusters Score -7.629413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246606 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138469 members 
Mstep: Class 10 contains 10274 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81975 members 
Mstep: Class 17 contains 32881 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 45463 members 
Mstep: Class 24 contains 76530 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 138Q: 32 clusters Score -7.629414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246610 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 138458 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81975 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29538 members 
Mstep: Class 23 contains 45474 members 
Mstep: Class 24 contains 76527 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294144.000000 Penalty: 69039.414062
Iteration 139Q: 32 clusters Score -7.629414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246611 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138445 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81973 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29538 members 
Mstep: Class 23 contains 45485 members 
Mstep: Class 24 contains 76527 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294160.000000 Penalty: 69039.414062
Iteration 140F: 32 clusters Score -7.629416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246611 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138432 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81973 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29538 members 
Mstep: Class 23 contains 45494 members 
Mstep: Class 24 contains 76528 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294128.000000 Penalty: 69039.414062
Iteration 141Q: 32 clusters Score -7.629413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246609 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138428 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81973 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45500 members 
Mstep: Class 24 contains 76527 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294168.000000 Penalty: 69039.414062
Iteration 142Q: 32 clusters Score -7.629417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246608 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138421 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81973 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45505 members 
Mstep: Class 24 contains 76528 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294168.000000 Penalty: 69039.414062
Iteration 143Q: 32 clusters Score -7.629417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246608 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138415 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81973 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45506 members 
Mstep: Class 24 contains 76530 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294160.000000 Penalty: 69039.414062
Iteration 144Q: 32 clusters Score -7.629416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246608 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138409 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29537 members 
Mstep: Class 23 contains 45508 members 
Mstep: Class 24 contains 76532 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 145Q: 32 clusters Score -7.629415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138405 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29535 members 
Mstep: Class 23 contains 45509 members 
Mstep: Class 24 contains 76535 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 146Q: 32 clusters Score -7.629415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138402 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29534 members 
Mstep: Class 23 contains 45510 members 
Mstep: Class 24 contains 76534 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 147Q: 32 clusters Score -7.629415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138399 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81972 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29533 members 
Mstep: Class 23 contains 45511 members 
Mstep: Class 24 contains 76534 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294184.000000 Penalty: 69039.414062
Iteration 148Q: 32 clusters Score -7.629418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138397 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34365 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29533 members 
Mstep: Class 23 contains 45512 members 
Mstep: Class 24 contains 76530 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294144.000000 Penalty: 69039.414062
Iteration 149Q: 32 clusters Score -7.629414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138391 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34366 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29532 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76527 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 150Q: 32 clusters Score -7.629415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138389 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34367 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29532 members 
Mstep: Class 23 contains 45516 members 
Mstep: Class 24 contains 76526 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294144.000000 Penalty: 69039.414062
Iteration 151Q: 32 clusters Score -7.629414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138385 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34368 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29532 members 
Mstep: Class 23 contains 45516 members 
Mstep: Class 24 contains 76526 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294128.000000 Penalty: 69039.414062
Iteration 152Q: 32 clusters Score -7.629413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138385 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32877 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34369 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 45515 members 
Mstep: Class 24 contains 76524 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 153Q: 32 clusters Score -7.629414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34370 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 45515 members 
Mstep: Class 24 contains 76523 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294136.000000 Penalty: 69039.414062
Iteration 154Q: 32 clusters Score -7.629414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34371 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 45515 members 
Mstep: Class 24 contains 76522 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 155Q: 32 clusters Score -7.629415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 45515 members 
Mstep: Class 24 contains 76522 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294144.000000 Penalty: 69039.414062
Iteration 156Q: 32 clusters Score -7.629414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76522 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 157Q: 32 clusters Score -7.629415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 246607 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76521 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76294152.000000 Penalty: 69039.414062
Iteration 158Q: 32 clusters Score -7.629415e+07 nChanged 1
Entering ConstructFrom: 
Score: -76294152.000000 Penalty: 69039.414062
Entering ConstructFrom: 
Trying to split cluster 1 (28578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Entering Unmasked Estep 
Score: -2500510.500000 Penalty: 1667.313721
	Iteration 0F: 2 clusters Score -2500510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2481171.000000 Penalty: 3334.627441
	Iteration 0F: 3 clusters Score -2481171 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2488604.250000 Penalty: 3334.627441
	Iteration 1F: 3 clusters Score -2488604 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2489162.750000 Penalty: 3334.627441
	Iteration 2Q: 3 clusters Score -2489163 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2489890.500000 Penalty: 3334.627441
	Iteration 3F: 3 clusters Score -2489890 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2490943.500000 Penalty: 3334.627441
	Iteration 4F: 3 clusters Score -2490944 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2492466.250000 Penalty: 3334.627441
	Iteration 5F: 3 clusters Score -2492466 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2494436.500000 Penalty: 3334.627441
	Iteration 6F: 3 clusters Score -2494436 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2496504.500000 Penalty: 3334.627441
	Iteration 7F: 3 clusters Score -2496504 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2497945.750000 Penalty: 3334.627441
	Iteration 8F: 3 clusters Score -2497946 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2498581.750000 Penalty: 3334.627441
	Iteration 9Q: 3 clusters Score -2498582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2498859.500000 Penalty: 3334.627441
	Iteration 10Q: 3 clusters Score -2498860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -2498983.750000 Penalty: 3334.627441
	Iteration 11Q: 3 clusters Score -2498984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -2499048.250000 Penalty: 3334.627441
	Iteration 12Q: 3 clusters Score -2499048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -2499074.000000 Penalty: 3334.627441
	Iteration 13Q: 3 clusters Score -2499074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -2499092.750000 Penalty: 3334.627441
	Iteration 14Q: 3 clusters Score -2499093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -2499108.250000 Penalty: 3334.627441
	Iteration 15Q: 3 clusters Score -2499108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2499119.500000 Penalty: 3334.627441
	Iteration 16Q: 3 clusters Score -2499120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2499125.750000 Penalty: 3334.627441
	Iteration 17Q: 3 clusters Score -2499126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2499126.000000 Penalty: 3334.627441
	Iteration 18Q: 3 clusters Score -2499126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2499128.250000 Penalty: 3334.627441
	Iteration 19Q: 3 clusters Score -2499128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2499131.250000 Penalty: 3334.627441
	Iteration 20F: 3 clusters Score -2499131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2499130.500000 Penalty: 3334.627441
	Iteration 21Q: 3 clusters Score -2499130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2499130.500000 Penalty: 3334.627441
	Iteration 22F: 3 clusters Score -2499130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Entering Unmasked Estep 
Score: -1159005.750000 Penalty: 1538.084839
	Iteration 0F: 2 clusters Score -1159006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1149882.500000 Penalty: 3076.169678
	Iteration 0F: 3 clusters Score -1149882 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1153209.500000 Penalty: 3076.169678
	Iteration 1F: 3 clusters Score -1153210 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1153646.125000 Penalty: 3076.169678
	Iteration 2F: 3 clusters Score -1153646 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1154029.375000 Penalty: 3076.169678
	Iteration 3F: 3 clusters Score -1154029 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1154400.250000 Penalty: 3076.169678
	Iteration 4F: 3 clusters Score -1154400 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1154755.375000 Penalty: 3076.169678
	Iteration 5F: 3 clusters Score -1154755 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1155157.125000 Penalty: 3076.169678
	Iteration 6Q: 3 clusters Score -1155157 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1155589.125000 Penalty: 3076.169678
	Iteration 7Q: 3 clusters Score -1155589 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1156010.500000 Penalty: 3076.169678
	Iteration 8Q: 3 clusters Score -1156010 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1156387.125000 Penalty: 3076.169678
	Iteration 9Q: 3 clusters Score -1156387 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1156726.000000 Penalty: 3076.169678
	Iteration 10Q: 3 clusters Score -1156726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1156986.625000 Penalty: 3076.169678
	Iteration 11Q: 3 clusters Score -1156987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1157158.750000 Penalty: 3076.169678
	Iteration 12Q: 3 clusters Score -1157159 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1157267.750000 Penalty: 3076.169678
	Iteration 13Q: 3 clusters Score -1157268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1157336.250000 Penalty: 3076.169678
	Iteration 14Q: 3 clusters Score -1157336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1157386.750000 Penalty: 3076.169678
	Iteration 15Q: 3 clusters Score -1157387 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1157432.375000 Penalty: 3076.169678
	Iteration 16Q: 3 clusters Score -1157432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1157477.750000 Penalty: 3076.169678
	Iteration 17Q: 3 clusters Score -1157478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1157524.750000 Penalty: 3076.169678
	Iteration 18Q: 3 clusters Score -1157525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1157562.125000 Penalty: 3076.169678
	Iteration 19Q: 3 clusters Score -1157562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1157595.500000 Penalty: 3076.169678
	Iteration 20F: 3 clusters Score -1157596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1157616.625000 Penalty: 3076.169678
	Iteration 21Q: 3 clusters Score -1157617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1157632.125000 Penalty: 3076.169678
	Iteration 22Q: 3 clusters Score -1157632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1157644.500000 Penalty: 3076.169678
	Iteration 23Q: 3 clusters Score -1157644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1157649.875000 Penalty: 3076.169678
	Iteration 24Q: 3 clusters Score -1157650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1157657.125000 Penalty: 3076.169678
	Iteration 25Q: 3 clusters Score -1157657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1157661.875000 Penalty: 3076.169678
	Iteration 26Q: 3 clusters Score -1157662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1157669.250000 Penalty: 3076.169678
	Iteration 27Q: 3 clusters Score -1157669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1157674.125000 Penalty: 3076.169678
	Iteration 28Q: 3 clusters Score -1157674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1157676.750000 Penalty: 3076.169678
	Iteration 29Q: 3 clusters Score -1157677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1157675.125000 Penalty: 3076.169678
	Iteration 30Q: 3 clusters Score -1157675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1157678.625000 Penalty: 3076.169678
	Iteration 31Q: 3 clusters Score -1157679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1157679.250000 Penalty: 3076.169678
	Iteration 32Q: 3 clusters Score -1157679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1157679.750000 Penalty: 3076.169678
	Iteration 33Q: 3 clusters Score -1157680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1157681.625000 Penalty: 3076.169678
	Iteration 34Q: 3 clusters Score -1157682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1157683.875000 Penalty: 3076.169678
	Iteration 35Q: 3 clusters Score -1157684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1157683.375000 Penalty: 3076.169678
	Iteration 36Q: 3 clusters Score -1157683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1157684.750000 Penalty: 3076.169678
	Iteration 37Q: 3 clusters Score -1157685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1157684.125000 Penalty: 3076.169678
	Iteration 38Q: 3 clusters Score -1157684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1157684.750000 Penalty: 3076.169678
	Iteration 39Q: 3 clusters Score -1157685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1157685.000000 Penalty: 3076.169678
	Iteration 40F: 3 clusters Score -1157685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1157686.125000 Penalty: 3076.169678
	Iteration 41Q: 3 clusters Score -1157686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1157685.875000 Penalty: 3076.169678
	Iteration 42Q: 3 clusters Score -1157686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1157687.125000 Penalty: 3076.169678
	Iteration 43Q: 3 clusters Score -1157687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1157687.125000 Penalty: 3076.169678
	Iteration 44F: 3 clusters Score -1157687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Entering Unmasked Estep 
Score: -2727037.750000 Penalty: 1681.364380
	Iteration 0F: 2 clusters Score -2727038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2706097.750000 Penalty: 3362.728760
	Iteration 0F: 3 clusters Score -2706098 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2714062.250000 Penalty: 3362.728760
	Iteration 1F: 3 clusters Score -2714062 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2714451.000000 Penalty: 3362.728760
	Iteration 2Q: 3 clusters Score -2714451 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2714853.250000 Penalty: 3362.728760
	Iteration 3Q: 3 clusters Score -2714853 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2715353.750000 Penalty: 3362.728760
	Iteration 4Q: 3 clusters Score -2715354 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2716077.500000 Penalty: 3362.728760
	Iteration 5F: 3 clusters Score -2716078 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2717044.500000 Penalty: 3362.728760
	Iteration 6F: 3 clusters Score -2717044 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2718289.500000 Penalty: 3362.728760
	Iteration 7F: 3 clusters Score -2718290 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2719781.500000 Penalty: 3362.728760
	Iteration 8F: 3 clusters Score -2719782 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2721281.250000 Penalty: 3362.728760
	Iteration 9F: 3 clusters Score -2721281 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2722584.500000 Penalty: 3362.728760
	Iteration 10F: 3 clusters Score -2722584 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -2723579.000000 Penalty: 3362.728760
	Iteration 11Q: 3 clusters Score -2723579 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -2724330.000000 Penalty: 3362.728760
	Iteration 12Q: 3 clusters Score -2724330 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2724871.500000 Penalty: 3362.728760
	Iteration 13Q: 3 clusters Score -2724872 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -2725173.750000 Penalty: 3362.728760
	Iteration 14Q: 3 clusters Score -2725174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -2725328.000000 Penalty: 3362.728760
	Iteration 15Q: 3 clusters Score -2725328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -2725396.000000 Penalty: 3362.728760
	Iteration 16Q: 3 clusters Score -2725396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -2725438.500000 Penalty: 3362.728760
	Iteration 17Q: 3 clusters Score -2725438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -2725472.750000 Penalty: 3362.728760
	Iteration 18Q: 3 clusters Score -2725473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -2725506.000000 Penalty: 3362.728760
	Iteration 19Q: 3 clusters Score -2725506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2725516.000000 Penalty: 3362.728760
	Iteration 20F: 3 clusters Score -2725516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -2725531.250000 Penalty: 3362.728760
	Iteration 21Q: 3 clusters Score -2725531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -2725549.750000 Penalty: 3362.728760
	Iteration 22Q: 3 clusters Score -2725550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -2725558.500000 Penalty: 3362.728760
	Iteration 23Q: 3 clusters Score -2725558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -2725561.750000 Penalty: 3362.728760
	Iteration 24Q: 3 clusters Score -2725562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -2725571.500000 Penalty: 3362.728760
	Iteration 25Q: 3 clusters Score -2725572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -2725570.250000 Penalty: 3362.728760
	Iteration 26Q: 3 clusters Score -2725570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -2725574.750000 Penalty: 3362.728760
	Iteration 27Q: 3 clusters Score -2725575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -2725573.250000 Penalty: 3362.728760
	Iteration 28Q: 3 clusters Score -2725573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -2725577.500000 Penalty: 3362.728760
	Iteration 29Q: 3 clusters Score -2725578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -2725576.500000 Penalty: 3362.728760
	Iteration 30Q: 3 clusters Score -2725576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -2725576.500000 Penalty: 3362.728760
	Iteration 31F: 3 clusters Score -2725576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -502708.156250 Penalty: 1422.011719
	Iteration 0F: 2 clusters Score -502708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -497937.718750 Penalty: 2844.023438
	Iteration 0F: 3 clusters Score -497937.7 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -499772.281250 Penalty: 2844.023438
	Iteration 1F: 3 clusters Score -499772.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -500207.875000 Penalty: 2844.023438
	Iteration 2F: 3 clusters Score -500207.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -500535.843750 Penalty: 2844.023438
	Iteration 3F: 3 clusters Score -500535.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -500788.843750 Penalty: 2844.023438
	Iteration 4F: 3 clusters Score -500788.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -500982.187500 Penalty: 2844.023438
	Iteration 5Q: 3 clusters Score -500982.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501139.250000 Penalty: 2844.023438
	Iteration 6Q: 3 clusters Score -501139.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -501263.750000 Penalty: 2844.023438
	Iteration 7Q: 3 clusters Score -501263.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -501373.562500 Penalty: 2844.023438
	Iteration 8Q: 3 clusters Score -501373.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -501474.875000 Penalty: 2844.023438
	Iteration 9Q: 3 clusters Score -501474.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -501584.718750 Penalty: 2844.023438
	Iteration 10Q: 3 clusters Score -501584.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -501727.593750 Penalty: 2844.023438
	Iteration 11Q: 3 clusters Score -501727.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -501952.125000 Penalty: 2844.023438
	Iteration 12Q: 3 clusters Score -501952.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -502136.000000 Penalty: 2844.023438
	Iteration 13Q: 3 clusters Score -502136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -502252.031250 Penalty: 2844.023438
	Iteration 14Q: 3 clusters Score -502252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -502312.000000 Penalty: 2844.023438
	Iteration 15Q: 3 clusters Score -502312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -502357.781250 Penalty: 2844.023438
	Iteration 16Q: 3 clusters Score -502357.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -502408.187500 Penalty: 2844.023438
	Iteration 17Q: 3 clusters Score -502408.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -502457.375000 Penalty: 2844.023438
	Iteration 18Q: 3 clusters Score -502457.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -502504.625000 Penalty: 2844.023438
	Iteration 19Q: 3 clusters Score -502504.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -502529.843750 Penalty: 2844.023438
	Iteration 20F: 3 clusters Score -502529.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -502544.625000 Penalty: 2844.023438
	Iteration 21Q: 3 clusters Score -502544.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -502554.781250 Penalty: 2844.023438
	Iteration 22Q: 3 clusters Score -502554.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -502560.375000 Penalty: 2844.023438
	Iteration 23Q: 3 clusters Score -502560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -502563.187500 Penalty: 2844.023438
	Iteration 24Q: 3 clusters Score -502563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -502565.656250 Penalty: 2844.023438
	Iteration 25Q: 3 clusters Score -502565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -502567.093750 Penalty: 2844.023438
	Iteration 26Q: 3 clusters Score -502567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -502566.968750 Penalty: 2844.023438
	Iteration 27Q: 3 clusters Score -502567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -502569.750000 Penalty: 2844.023438
	Iteration 28Q: 3 clusters Score -502569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -502569.000000 Penalty: 2844.023438
	Iteration 29Q: 3 clusters Score -502569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -502569.312500 Penalty: 2844.023438
	Iteration 30Q: 3 clusters Score -502569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -502570.781250 Penalty: 2844.023438
	Iteration 31Q: 3 clusters Score -502570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -502570.406250 Penalty: 2844.023438
	Iteration 32Q: 3 clusters Score -502570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -502570.906250 Penalty: 2844.023438
	Iteration 33Q: 3 clusters Score -502570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -502571.937500 Penalty: 2844.023438
	Iteration 34Q: 3 clusters Score -502571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -502571.812500 Penalty: 2844.023438
	Iteration 35Q: 3 clusters Score -502571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -502571.812500 Penalty: 2844.023438
	Iteration 36F: 3 clusters Score -502571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (246607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246607 members 
Entering Unmasked Estep 
Score: -22229022.000000 Penalty: 2017.527100
	Iteration 0F: 2 clusters Score -2.222902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -22063976.000000 Penalty: 4035.054199
	Iteration 0F: 3 clusters Score -2.206398e+07 nChanged 119865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -22136236.000000 Penalty: 4035.054199
	Iteration 1F: 3 clusters Score -2.213624e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -22139172.000000 Penalty: 4035.054199
	Iteration 2Q: 3 clusters Score -2.213917e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -22144956.000000 Penalty: 4035.054199
	Iteration 3Q: 3 clusters Score -2.214496e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -22157502.000000 Penalty: 4035.054199
	Iteration 4F: 3 clusters Score -2.21575e+07 nChanged 18094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -22177590.000000 Penalty: 4035.054199
	Iteration 5F: 3 clusters Score -2.217759e+07 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -22195474.000000 Penalty: 4035.054199
	Iteration 6F: 3 clusters Score -2.219547e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111395 members 
Mstep: Class 2 contains 135212 members 
Entering Unmasked Estep 
Score: -22205696.000000 Penalty: 4035.054199
	Iteration 7F: 3 clusters Score -2.22057e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -22211056.000000 Penalty: 4035.054199
	Iteration 8Q: 3 clusters Score -2.221106e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 124379 members 
Entering Unmasked Estep 
Score: -22215022.000000 Penalty: 4035.054199
	Iteration 9Q: 3 clusters Score -2.221502e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 117786 members 
Entering Unmasked Estep 
Score: -22219530.000000 Penalty: 4035.054199
	Iteration 10Q: 3 clusters Score -2.221953e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -22224580.000000 Penalty: 4035.054199
	Iteration 11Q: 3 clusters Score -2.222458e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -22230270.000000 Penalty: 4035.054199
	Iteration 12Q: 3 clusters Score -2.223027e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -22236356.000000 Penalty: 4035.054199
	Iteration 13Q: 3 clusters Score -2.223636e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157263 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -22241074.000000 Penalty: 4035.054199
	Iteration 14Q: 3 clusters Score -2.224107e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162359 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -22244266.000000 Penalty: 4035.054199
	Iteration 15Q: 3 clusters Score -2.224427e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -22245820.000000 Penalty: 4035.054199
	Iteration 16Q: 3 clusters Score -2.224582e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -22246718.000000 Penalty: 4035.054199
	Iteration 17Q: 3 clusters Score -2.224672e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -22247190.000000 Penalty: 4035.054199
	Iteration 18Q: 3 clusters Score -2.224719e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -22247528.000000 Penalty: 4035.054199
	Iteration 19Q: 3 clusters Score -2.224753e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -22247658.000000 Penalty: 4035.054199
	Iteration 20F: 3 clusters Score -2.224766e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -22247640.000000 Penalty: 4035.054199
	Iteration 21Q: 3 clusters Score -2.224764e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -22247706.000000 Penalty: 4035.054199
	Iteration 22Q: 3 clusters Score -2.224771e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176047 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -22247696.000000 Penalty: 4035.054199
	Iteration 23Q: 3 clusters Score -2.22477e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -22247726.000000 Penalty: 4035.054199
	Iteration 24Q: 3 clusters Score -2.224773e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176813 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -22247684.000000 Penalty: 4035.054199
	Iteration 25Q: 3 clusters Score -2.224768e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -22247690.000000 Penalty: 4035.054199
	Iteration 26Q: 3 clusters Score -2.224769e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -22247656.000000 Penalty: 4035.054199
	Iteration 27Q: 3 clusters Score -2.224766e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -22247660.000000 Penalty: 4035.054199
	Iteration 28Q: 3 clusters Score -2.224766e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177595 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -22247668.000000 Penalty: 4035.054199
	Iteration 29Q: 3 clusters Score -2.224767e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -22247692.000000 Penalty: 4035.054199
	Iteration 30Q: 3 clusters Score -2.224769e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -22247684.000000 Penalty: 4035.054199
	Iteration 31Q: 3 clusters Score -2.224768e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -22247672.000000 Penalty: 4035.054199
	Iteration 32Q: 3 clusters Score -2.224767e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177863 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -22247648.000000 Penalty: 4035.054199
	Iteration 33Q: 3 clusters Score -2.224765e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177910 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -22247660.000000 Penalty: 4035.054199
	Iteration 34Q: 3 clusters Score -2.224766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177944 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -22247640.000000 Penalty: 4035.054199
	Iteration 35Q: 3 clusters Score -2.224764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -22247622.000000 Penalty: 4035.054199
	Iteration 36Q: 3 clusters Score -2.224762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177998 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -22247610.000000 Penalty: 4035.054199
	Iteration 37Q: 3 clusters Score -2.224761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -22247632.000000 Penalty: 4035.054199
	Iteration 38Q: 3 clusters Score -2.224763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -22247624.000000 Penalty: 4035.054199
	Iteration 39Q: 3 clusters Score -2.224762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -22247620.000000 Penalty: 4035.054199
	Iteration 40F: 3 clusters Score -2.224762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178042 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -22247628.000000 Penalty: 4035.054199
	Iteration 41Q: 3 clusters Score -2.224763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -22247626.000000 Penalty: 4035.054199
	Iteration 42Q: 3 clusters Score -2.224763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -22247618.000000 Penalty: 4035.054199
	Iteration 43Q: 3 clusters Score -2.224762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -22247626.000000 Penalty: 4035.054199
	Iteration 44Q: 3 clusters Score -2.224763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -22247626.000000 Penalty: 4035.054199
	Iteration 45F: 3 clusters Score -2.224763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 178047 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76520 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 68560 members 
Entering Unmasked Estep 
Score: -76313040.000000 Penalty: 71266.492188
Splitting cluster 5 changes total score from -76294152.000000 to -76313040.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (18534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Entering Unmasked Estep 
Score: -1603620.625000 Penalty: 1596.946289
	Iteration 0F: 2 clusters Score -1603621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1591032.125000 Penalty: 3193.892578
	Iteration 0F: 3 clusters Score -1591032 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1595797.625000 Penalty: 3193.892578
	Iteration 1F: 3 clusters Score -1595798 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1596261.875000 Penalty: 3193.892578
	Iteration 2F: 3 clusters Score -1596262 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1596755.000000 Penalty: 3193.892578
	Iteration 3F: 3 clusters Score -1596755 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1597213.000000 Penalty: 3193.892578
	Iteration 4F: 3 clusters Score -1597213 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1597717.875000 Penalty: 3193.892578
	Iteration 5F: 3 clusters Score -1597718 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1598198.375000 Penalty: 3193.892578
	Iteration 6F: 3 clusters Score -1598198 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1598615.500000 Penalty: 3193.892578
	Iteration 7Q: 3 clusters Score -1598616 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1598989.875000 Penalty: 3193.892578
	Iteration 8Q: 3 clusters Score -1598990 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1599303.125000 Penalty: 3193.892578
	Iteration 9Q: 3 clusters Score -1599303 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1599519.250000 Penalty: 3193.892578
	Iteration 10Q: 3 clusters Score -1599519 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1599687.250000 Penalty: 3193.892578
	Iteration 11Q: 3 clusters Score -1599687 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1599847.750000 Penalty: 3193.892578
	Iteration 12Q: 3 clusters Score -1599848 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1599980.625000 Penalty: 3193.892578
	Iteration 13Q: 3 clusters Score -1599981 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1600113.000000 Penalty: 3193.892578
	Iteration 14Q: 3 clusters Score -1600113 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1600256.000000 Penalty: 3193.892578
	Iteration 15Q: 3 clusters Score -1600256 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1600400.750000 Penalty: 3193.892578
	Iteration 16Q: 3 clusters Score -1600401 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1600559.875000 Penalty: 3193.892578
	Iteration 17Q: 3 clusters Score -1600560 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1600727.625000 Penalty: 3193.892578
	Iteration 18Q: 3 clusters Score -1600728 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1600894.500000 Penalty: 3193.892578
	Iteration 19Q: 3 clusters Score -1600894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1601035.125000 Penalty: 3193.892578
	Iteration 20F: 3 clusters Score -1601035 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1601163.250000 Penalty: 3193.892578
	Iteration 21Q: 3 clusters Score -1601163 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1601302.500000 Penalty: 3193.892578
	Iteration 22Q: 3 clusters Score -1601302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1601436.375000 Penalty: 3193.892578
	Iteration 23Q: 3 clusters Score -1601436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1601567.875000 Penalty: 3193.892578
	Iteration 24Q: 3 clusters Score -1601568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1601687.500000 Penalty: 3193.892578
	Iteration 25Q: 3 clusters Score -1601688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1601801.125000 Penalty: 3193.892578
	Iteration 26Q: 3 clusters Score -1601801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1601916.750000 Penalty: 3193.892578
	Iteration 27Q: 3 clusters Score -1601917 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1602007.875000 Penalty: 3193.892578
	Iteration 28Q: 3 clusters Score -1602008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1602080.375000 Penalty: 3193.892578
	Iteration 29Q: 3 clusters Score -1602080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1602130.125000 Penalty: 3193.892578
	Iteration 30Q: 3 clusters Score -1602130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1602175.000000 Penalty: 3193.892578
	Iteration 31Q: 3 clusters Score -1602175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1602202.250000 Penalty: 3193.892578
	Iteration 32Q: 3 clusters Score -1602202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1602220.000000 Penalty: 3193.892578
	Iteration 33Q: 3 clusters Score -1602220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1602237.000000 Penalty: 3193.892578
	Iteration 34Q: 3 clusters Score -1602237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1602246.375000 Penalty: 3193.892578
	Iteration 35Q: 3 clusters Score -1602246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1602254.250000 Penalty: 3193.892578
	Iteration 36Q: 3 clusters Score -1602254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1602264.250000 Penalty: 3193.892578
	Iteration 37Q: 3 clusters Score -1602264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1602275.500000 Penalty: 3193.892578
	Iteration 38Q: 3 clusters Score -1602276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1602280.500000 Penalty: 3193.892578
	Iteration 39Q: 3 clusters Score -1602280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1602282.000000 Penalty: 3193.892578
	Iteration 40F: 3 clusters Score -1602282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1602290.375000 Penalty: 3193.892578
	Iteration 41Q: 3 clusters Score -1602290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1602295.000000 Penalty: 3193.892578
	Iteration 42Q: 3 clusters Score -1602295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1602299.750000 Penalty: 3193.892578
	Iteration 43Q: 3 clusters Score -1602300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1602303.500000 Penalty: 3193.892578
	Iteration 44Q: 3 clusters Score -1602304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1602305.750000 Penalty: 3193.892578
	Iteration 45Q: 3 clusters Score -1602306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1602306.750000 Penalty: 3193.892578
	Iteration 46Q: 3 clusters Score -1602307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1602306.125000 Penalty: 3193.892578
	Iteration 47Q: 3 clusters Score -1602306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1602309.625000 Penalty: 3193.892578
	Iteration 48Q: 3 clusters Score -1602310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1602312.250000 Penalty: 3193.892578
	Iteration 49Q: 3 clusters Score -1602312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1602312.250000 Penalty: 3193.892578
	Iteration 50Q: 3 clusters Score -1602312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1602311.375000 Penalty: 3193.892578
	Iteration 51Q: 3 clusters Score -1602311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1602316.500000 Penalty: 3193.892578
	Iteration 52Q: 3 clusters Score -1602316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1602318.125000 Penalty: 3193.892578
	Iteration 53Q: 3 clusters Score -1602318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1602324.000000 Penalty: 3193.892578
	Iteration 54Q: 3 clusters Score -1602324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1602328.375000 Penalty: 3193.892578
	Iteration 55Q: 3 clusters Score -1602328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1602332.125000 Penalty: 3193.892578
	Iteration 56Q: 3 clusters Score -1602332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1602330.125000 Penalty: 3193.892578
	Iteration 57Q: 3 clusters Score -1602330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1602332.875000 Penalty: 3193.892578
	Iteration 58Q: 3 clusters Score -1602333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1602332.875000 Penalty: 3193.892578
	Iteration 59F: 3 clusters Score -1602333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Entering Unmasked Estep 
Score: -239966.687500 Penalty: 1299.565674
	Iteration 0F: 2 clusters Score -239966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -237281.265625 Penalty: 2599.131348
	Iteration 0F: 3 clusters Score -237281.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -237958.375000 Penalty: 2599.131348
	Iteration 1F: 3 clusters Score -237958.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -238127.593750 Penalty: 2599.131348
	Iteration 2F: 3 clusters Score -238127.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -238258.625000 Penalty: 2599.131348
	Iteration 3F: 3 clusters Score -238258.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -238361.828125 Penalty: 2599.131348
	Iteration 4Q: 3 clusters Score -238361.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -238439.562500 Penalty: 2599.131348
	Iteration 5Q: 3 clusters Score -238439.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -238485.640625 Penalty: 2599.131348
	Iteration 6Q: 3 clusters Score -238485.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -238531.843750 Penalty: 2599.131348
	Iteration 7Q: 3 clusters Score -238531.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -238576.687500 Penalty: 2599.131348
	Iteration 8Q: 3 clusters Score -238576.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238616.296875 Penalty: 2599.131348
	Iteration 9Q: 3 clusters Score -238616.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238655.218750 Penalty: 2599.131348
	Iteration 10Q: 3 clusters Score -238655.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -238686.125000 Penalty: 2599.131348
	Iteration 11Q: 3 clusters Score -238686.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238711.328125 Penalty: 2599.131348
	Iteration 12Q: 3 clusters Score -238711.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238733.078125 Penalty: 2599.131348
	Iteration 13Q: 3 clusters Score -238733.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238746.140625 Penalty: 2599.131348
	Iteration 14Q: 3 clusters Score -238746.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238764.046875 Penalty: 2599.131348
	Iteration 15Q: 3 clusters Score -238764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238783.671875 Penalty: 2599.131348
	Iteration 16Q: 3 clusters Score -238783.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -238801.875000 Penalty: 2599.131348
	Iteration 17Q: 3 clusters Score -238801.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238811.671875 Penalty: 2599.131348
	Iteration 18Q: 3 clusters Score -238811.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -238819.515625 Penalty: 2599.131348
	Iteration 19Q: 3 clusters Score -238819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -238823.375000 Penalty: 2599.131348
	Iteration 20F: 3 clusters Score -238823.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238826.359375 Penalty: 2599.131348
	Iteration 21Q: 3 clusters Score -238826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -238829.515625 Penalty: 2599.131348
	Iteration 22Q: 3 clusters Score -238829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238832.046875 Penalty: 2599.131348
	Iteration 23Q: 3 clusters Score -238832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238834.187500 Penalty: 2599.131348
	Iteration 24Q: 3 clusters Score -238834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -238835.015625 Penalty: 2599.131348
	Iteration 25Q: 3 clusters Score -238835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -238836.109375 Penalty: 2599.131348
	Iteration 26Q: 3 clusters Score -238836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238837.234375 Penalty: 2599.131348
	Iteration 27Q: 3 clusters Score -238837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -238838.234375 Penalty: 2599.131348
	Iteration 28Q: 3 clusters Score -238838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -238839.312500 Penalty: 2599.131348
	Iteration 29Q: 3 clusters Score -238839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -238840.390625 Penalty: 2599.131348
	Iteration 30Q: 3 clusters Score -238840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -238841.234375 Penalty: 2599.131348
	Iteration 31Q: 3 clusters Score -238841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238841.265625 Penalty: 2599.131348
	Iteration 32Q: 3 clusters Score -238841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -238841.468750 Penalty: 2599.131348
	Iteration 33Q: 3 clusters Score -238841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -238841.468750 Penalty: 2599.131348
	Iteration 34F: 3 clusters Score -238841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Entering Unmasked Estep 
Score: -1466400.500000 Penalty: 1586.873291
	Iteration 0F: 2 clusters Score -1466400 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 8694 members 
Entering Unmasked Estep 
Score: -1454477.875000 Penalty: 3173.746582
	Iteration 0F: 3 clusters Score -1454478 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1458907.000000 Penalty: 3173.746582
	Iteration 1F: 3 clusters Score -1458907 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1459422.875000 Penalty: 3173.746582
	Iteration 2F: 3 clusters Score -1459423 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1459985.250000 Penalty: 3173.746582
	Iteration 3F: 3 clusters Score -1459985 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1460605.000000 Penalty: 3173.746582
	Iteration 4F: 3 clusters Score -1460605 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1461248.375000 Penalty: 3173.746582
	Iteration 5F: 3 clusters Score -1461248 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1461967.000000 Penalty: 3173.746582
	Iteration 6F: 3 clusters Score -1461967 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1462709.375000 Penalty: 3173.746582
	Iteration 7F: 3 clusters Score -1462709 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1463332.875000 Penalty: 3173.746582
	Iteration 8F: 3 clusters Score -1463333 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1463776.625000 Penalty: 3173.746582
	Iteration 9Q: 3 clusters Score -1463777 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1464035.625000 Penalty: 3173.746582
	Iteration 10Q: 3 clusters Score -1464036 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1464196.250000 Penalty: 3173.746582
	Iteration 11Q: 3 clusters Score -1464196 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1464288.000000 Penalty: 3173.746582
	Iteration 12Q: 3 clusters Score -1464288 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1464355.000000 Penalty: 3173.746582
	Iteration 13Q: 3 clusters Score -1464355 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1464396.250000 Penalty: 3173.746582
	Iteration 14Q: 3 clusters Score -1464396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1464444.875000 Penalty: 3173.746582
	Iteration 15Q: 3 clusters Score -1464445 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1464483.625000 Penalty: 3173.746582
	Iteration 16Q: 3 clusters Score -1464484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1464511.125000 Penalty: 3173.746582
	Iteration 17Q: 3 clusters Score -1464511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1464528.250000 Penalty: 3173.746582
	Iteration 18Q: 3 clusters Score -1464528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1464540.750000 Penalty: 3173.746582
	Iteration 19Q: 3 clusters Score -1464541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1464540.625000 Penalty: 3173.746582
	Iteration 20F: 3 clusters Score -1464541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1464550.375000 Penalty: 3173.746582
	Iteration 21Q: 3 clusters Score -1464550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1464553.750000 Penalty: 3173.746582
	Iteration 22Q: 3 clusters Score -1464554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1464558.250000 Penalty: 3173.746582
	Iteration 23Q: 3 clusters Score -1464558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1464567.750000 Penalty: 3173.746582
	Iteration 24Q: 3 clusters Score -1464568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1464571.875000 Penalty: 3173.746582
	Iteration 25Q: 3 clusters Score -1464572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1464573.875000 Penalty: 3173.746582
	Iteration 26Q: 3 clusters Score -1464574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1464577.875000 Penalty: 3173.746582
	Iteration 27Q: 3 clusters Score -1464578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1464576.625000 Penalty: 3173.746582
	Iteration 28Q: 3 clusters Score -1464577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1464582.375000 Penalty: 3173.746582
	Iteration 29Q: 3 clusters Score -1464582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1464586.000000 Penalty: 3173.746582
	Iteration 30Q: 3 clusters Score -1464586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1464589.375000 Penalty: 3173.746582
	Iteration 31Q: 3 clusters Score -1464589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1464590.875000 Penalty: 3173.746582
	Iteration 32Q: 3 clusters Score -1464591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1464592.625000 Penalty: 3173.746582
	Iteration 33Q: 3 clusters Score -1464593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1464596.000000 Penalty: 3173.746582
	Iteration 34Q: 3 clusters Score -1464596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1464597.375000 Penalty: 3173.746582
	Iteration 35Q: 3 clusters Score -1464597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1464595.375000 Penalty: 3173.746582
	Iteration 36Q: 3 clusters Score -1464595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1464597.000000 Penalty: 3173.746582
	Iteration 37Q: 3 clusters Score -1464597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1464602.875000 Penalty: 3173.746582
	Iteration 38Q: 3 clusters Score -1464603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1464603.375000 Penalty: 3173.746582
	Iteration 39Q: 3 clusters Score -1464603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1464603.500000 Penalty: 3173.746582
	Iteration 40F: 3 clusters Score -1464604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1464605.125000 Penalty: 3173.746582
	Iteration 41Q: 3 clusters Score -1464605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1464606.250000 Penalty: 3173.746582
	Iteration 42Q: 3 clusters Score -1464606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1464606.625000 Penalty: 3173.746582
	Iteration 43Q: 3 clusters Score -1464607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1464610.375000 Penalty: 3173.746582
	Iteration 44Q: 3 clusters Score -1464610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1464612.500000 Penalty: 3173.746582
	Iteration 45Q: 3 clusters Score -1464612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1464611.125000 Penalty: 3173.746582
	Iteration 46Q: 3 clusters Score -1464611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1464610.125000 Penalty: 3173.746582
	Iteration 47Q: 3 clusters Score -1464610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1464608.375000 Penalty: 3173.746582
	Iteration 48Q: 3 clusters Score -1464608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1464608.375000 Penalty: 3173.746582
	Iteration 49Q: 3 clusters Score -1464608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1464611.000000 Penalty: 3173.746582
	Iteration 50Q: 3 clusters Score -1464611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1464614.375000 Penalty: 3173.746582
	Iteration 51Q: 3 clusters Score -1464614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1464614.500000 Penalty: 3173.746582
	Iteration 52Q: 3 clusters Score -1464614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1464615.500000 Penalty: 3173.746582
	Iteration 53Q: 3 clusters Score -1464616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1464615.625000 Penalty: 3173.746582
	Iteration 54Q: 3 clusters Score -1464616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1464617.625000 Penalty: 3173.746582
	Iteration 55Q: 3 clusters Score -1464618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1464619.875000 Penalty: 3173.746582
	Iteration 56Q: 3 clusters Score -1464620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1464622.125000 Penalty: 3173.746582
	Iteration 57Q: 3 clusters Score -1464622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1464620.875000 Penalty: 3173.746582
	Iteration 58Q: 3 clusters Score -1464621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1464623.000000 Penalty: 3173.746582
	Iteration 59Q: 3 clusters Score -1464623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1464623.625000 Penalty: 3173.746582
	Iteration 60F: 3 clusters Score -1464624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1464620.250000 Penalty: 3173.746582
	Iteration 61Q: 3 clusters Score -1464620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1464619.125000 Penalty: 3173.746582
	Iteration 62Q: 3 clusters Score -1464619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1464623.125000 Penalty: 3173.746582
	Iteration 63Q: 3 clusters Score -1464623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1464621.250000 Penalty: 3173.746582
	Iteration 64Q: 3 clusters Score -1464621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1464621.250000 Penalty: 3173.746582
	Iteration 65F: 3 clusters Score -1464621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (138383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Entering Unmasked Estep 
Score: -12230732.000000 Penalty: 1923.639404
	Iteration 0F: 2 clusters Score -1.223073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -12137641.000000 Penalty: 3847.278809
	Iteration 0F: 3 clusters Score -1.213764e+07 nChanged 66645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -12177418.000000 Penalty: 3847.278809
	Iteration 1F: 3 clusters Score -1.217742e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -12179161.000000 Penalty: 3847.278809
	Iteration 2Q: 3 clusters Score -1.217916e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -12181793.000000 Penalty: 3847.278809
	Iteration 3Q: 3 clusters Score -1.218179e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -12186315.000000 Penalty: 3847.278809
	Iteration 4F: 3 clusters Score -1.218632e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -12193823.000000 Penalty: 3847.278809
	Iteration 5F: 3 clusters Score -1.219382e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -12204268.000000 Penalty: 3847.278809
	Iteration 6F: 3 clusters Score -1.220427e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -12214889.000000 Penalty: 3847.278809
	Iteration 7F: 3 clusters Score -1.221489e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128857 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -12222300.000000 Penalty: 3847.278809
	Iteration 8F: 3 clusters Score -1.22223e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132982 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -12226273.000000 Penalty: 3847.278809
	Iteration 9Q: 3 clusters Score -1.222627e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134999 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -12228076.000000 Penalty: 3847.278809
	Iteration 10Q: 3 clusters Score -1.222808e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12228863.000000 Penalty: 3847.278809
	Iteration 11Q: 3 clusters Score -1.222886e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12229233.000000 Penalty: 3847.278809
	Iteration 12Q: 3 clusters Score -1.222923e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136787 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12229456.000000 Penalty: 3847.278809
	Iteration 13Q: 3 clusters Score -1.222946e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12229556.000000 Penalty: 3847.278809
	Iteration 14Q: 3 clusters Score -1.222956e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12229676.000000 Penalty: 3847.278809
	Iteration 15Q: 3 clusters Score -1.222968e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12229774.000000 Penalty: 3847.278809
	Iteration 16Q: 3 clusters Score -1.222977e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12229882.000000 Penalty: 3847.278809
	Iteration 17Q: 3 clusters Score -1.222988e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12229986.000000 Penalty: 3847.278809
	Iteration 18Q: 3 clusters Score -1.222999e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137272 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12230099.000000 Penalty: 3847.278809
	Iteration 19Q: 3 clusters Score -1.22301e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12230179.000000 Penalty: 3847.278809
	Iteration 20F: 3 clusters Score -1.223018e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137270 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12230260.000000 Penalty: 3847.278809
	Iteration 21Q: 3 clusters Score -1.223026e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12230340.000000 Penalty: 3847.278809
	Iteration 22Q: 3 clusters Score -1.223034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12230370.000000 Penalty: 3847.278809
	Iteration 23Q: 3 clusters Score -1.223037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137253 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12230437.000000 Penalty: 3847.278809
	Iteration 24Q: 3 clusters Score -1.223044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12230457.000000 Penalty: 3847.278809
	Iteration 25Q: 3 clusters Score -1.223046e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12230484.000000 Penalty: 3847.278809
	Iteration 26Q: 3 clusters Score -1.223048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12230516.000000 Penalty: 3847.278809
	Iteration 27Q: 3 clusters Score -1.223052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12230505.000000 Penalty: 3847.278809
	Iteration 28Q: 3 clusters Score -1.22305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12230510.000000 Penalty: 3847.278809
	Iteration 29Q: 3 clusters Score -1.223051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12230520.000000 Penalty: 3847.278809
	Iteration 30Q: 3 clusters Score -1.223052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137167 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12230508.000000 Penalty: 3847.278809
	Iteration 31Q: 3 clusters Score -1.223051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230517.000000 Penalty: 3847.278809
	Iteration 32Q: 3 clusters Score -1.223052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230525.000000 Penalty: 3847.278809
	Iteration 33Q: 3 clusters Score -1.223052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230527.000000 Penalty: 3847.278809
	Iteration 34Q: 3 clusters Score -1.223053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230527.000000 Penalty: 3847.278809
	Iteration 35F: 3 clusters Score -1.223053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Entering Unmasked Estep 
Score: -900345.625000 Penalty: 1501.057007
	Iteration 0F: 2 clusters Score -900345.6 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 5106 members 
Entering Unmasked Estep 
Score: -893039.812500 Penalty: 3002.114014
	Iteration 0F: 3 clusters Score -893039.8 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -895609.062500 Penalty: 3002.114014
	Iteration 1F: 3 clusters Score -895609.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -895981.625000 Penalty: 3002.114014
	Iteration 2F: 3 clusters Score -895981.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -896363.312500 Penalty: 3002.114014
	Iteration 3F: 3 clusters Score -896363.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -896777.937500 Penalty: 3002.114014
	Iteration 4F: 3 clusters Score -896777.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -897159.562500 Penalty: 3002.114014
	Iteration 5F: 3 clusters Score -897159.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -897453.750000 Penalty: 3002.114014
	Iteration 6F: 3 clusters Score -897453.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -897697.375000 Penalty: 3002.114014
	Iteration 7Q: 3 clusters Score -897697.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -897886.625000 Penalty: 3002.114014
	Iteration 8Q: 3 clusters Score -897886.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -898017.000000 Penalty: 3002.114014
	Iteration 9Q: 3 clusters Score -898017 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -898118.125000 Penalty: 3002.114014
	Iteration 10Q: 3 clusters Score -898118.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -898201.062500 Penalty: 3002.114014
	Iteration 11Q: 3 clusters Score -898201.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -898258.937500 Penalty: 3002.114014
	Iteration 12Q: 3 clusters Score -898258.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -898307.687500 Penalty: 3002.114014
	Iteration 13Q: 3 clusters Score -898307.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -898363.562500 Penalty: 3002.114014
	Iteration 14Q: 3 clusters Score -898363.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -898421.562500 Penalty: 3002.114014
	Iteration 15Q: 3 clusters Score -898421.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -898476.312500 Penalty: 3002.114014
	Iteration 16Q: 3 clusters Score -898476.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -898548.062500 Penalty: 3002.114014
	Iteration 17Q: 3 clusters Score -898548.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -898622.562500 Penalty: 3002.114014
	Iteration 18Q: 3 clusters Score -898622.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -898707.437500 Penalty: 3002.114014
	Iteration 19Q: 3 clusters Score -898707.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -898792.125000 Penalty: 3002.114014
	Iteration 20F: 3 clusters Score -898792.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -898863.312500 Penalty: 3002.114014
	Iteration 21Q: 3 clusters Score -898863.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -898912.125000 Penalty: 3002.114014
	Iteration 22Q: 3 clusters Score -898912.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -898943.062500 Penalty: 3002.114014
	Iteration 23Q: 3 clusters Score -898943.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -898965.312500 Penalty: 3002.114014
	Iteration 24Q: 3 clusters Score -898965.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -898988.937500 Penalty: 3002.114014
	Iteration 25Q: 3 clusters Score -898988.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -899006.125000 Penalty: 3002.114014
	Iteration 26Q: 3 clusters Score -899006.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -899023.875000 Penalty: 3002.114014
	Iteration 27Q: 3 clusters Score -899023.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -899044.500000 Penalty: 3002.114014
	Iteration 28Q: 3 clusters Score -899044.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -899066.437500 Penalty: 3002.114014
	Iteration 29Q: 3 clusters Score -899066.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -899088.875000 Penalty: 3002.114014
	Iteration 30Q: 3 clusters Score -899088.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -899107.562500 Penalty: 3002.114014
	Iteration 31Q: 3 clusters Score -899107.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -899119.812500 Penalty: 3002.114014
	Iteration 32Q: 3 clusters Score -899119.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -899134.187500 Penalty: 3002.114014
	Iteration 33Q: 3 clusters Score -899134.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -899148.125000 Penalty: 3002.114014
	Iteration 34Q: 3 clusters Score -899148.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -899158.437500 Penalty: 3002.114014
	Iteration 35Q: 3 clusters Score -899158.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -899166.875000 Penalty: 3002.114014
	Iteration 36Q: 3 clusters Score -899166.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -899168.875000 Penalty: 3002.114014
	Iteration 37Q: 3 clusters Score -899168.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -899175.437500 Penalty: 3002.114014
	Iteration 38Q: 3 clusters Score -899175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -899178.625000 Penalty: 3002.114014
	Iteration 39Q: 3 clusters Score -899178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -899177.750000 Penalty: 3002.114014
	Iteration 40F: 3 clusters Score -899177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -899180.062500 Penalty: 3002.114014
	Iteration 41Q: 3 clusters Score -899180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -899185.437500 Penalty: 3002.114014
	Iteration 42Q: 3 clusters Score -899185.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -899188.375000 Penalty: 3002.114014
	Iteration 43Q: 3 clusters Score -899188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -899191.000000 Penalty: 3002.114014
	Iteration 44Q: 3 clusters Score -899191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -899197.250000 Penalty: 3002.114014
	Iteration 45Q: 3 clusters Score -899197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -899198.562500 Penalty: 3002.114014
	Iteration 46Q: 3 clusters Score -899198.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -899200.687500 Penalty: 3002.114014
	Iteration 47Q: 3 clusters Score -899200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -899201.562500 Penalty: 3002.114014
	Iteration 48Q: 3 clusters Score -899201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -899201.625000 Penalty: 3002.114014
	Iteration 49Q: 3 clusters Score -899201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -899202.125000 Penalty: 3002.114014
	Iteration 50Q: 3 clusters Score -899202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -899201.062500 Penalty: 3002.114014
	Iteration 51Q: 3 clusters Score -899201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -899200.812500 Penalty: 3002.114014
	Iteration 52Q: 3 clusters Score -899200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -899202.000000 Penalty: 3002.114014
	Iteration 53Q: 3 clusters Score -899202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -899203.937500 Penalty: 3002.114014
	Iteration 54Q: 3 clusters Score -899203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -899204.187500 Penalty: 3002.114014
	Iteration 55Q: 3 clusters Score -899204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -899204.187500 Penalty: 3002.114014
	Iteration 56F: 3 clusters Score -899204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -111233.687500 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -111233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109527.179688 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -109527.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109932.125000 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -109932.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110070.054688 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -110070.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -110172.671875 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -110172.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110249.156250 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -110249.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -110302.171875 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -110302.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110366.750000 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -110366.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110435.312500 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -110435.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -110491.195312 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -110491.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -110557.242188 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -110557.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -110615.648438 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -110615.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -110653.125000 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -110653.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110676.117188 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -110676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -110685.929688 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -110685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -110690.500000 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -110690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -110691.562500 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -110691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -110696.578125 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -110696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110700.875000 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -110700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -110707.359375 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -110707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -110709.195312 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -110709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -110712.992188 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -110713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -110717.210938 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -110717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -110718.015625 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -110718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -110718.867188 Penalty: 2363.755127
	Iteration 23Q: 3 clusters Score -110718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -110719.593750 Penalty: 2363.755127
	Iteration 24Q: 3 clusters Score -110719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -110720.625000 Penalty: 2363.755127
	Iteration 25Q: 3 clusters Score -110720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -110721.187500 Penalty: 2363.755127
	Iteration 26Q: 3 clusters Score -110721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -110721.546875 Penalty: 2363.755127
	Iteration 27Q: 3 clusters Score -110721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -110721.546875 Penalty: 2363.755127
	Iteration 28F: 3 clusters Score -110721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -357580.687500 Penalty: 1356.059326
	Iteration 0F: 2 clusters Score -357580.7 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 2053 members 
Entering Unmasked Estep 
Score: -354081.281250 Penalty: 2712.118652
	Iteration 0F: 3 clusters Score -354081.3 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -354994.343750 Penalty: 2712.118652
	Iteration 1F: 3 clusters Score -354994.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -355254.093750 Penalty: 2712.118652
	Iteration 2F: 3 clusters Score -355254.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355454.312500 Penalty: 2712.118652
	Iteration 3F: 3 clusters Score -355454.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -355647.625000 Penalty: 2712.118652
	Iteration 4F: 3 clusters Score -355647.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -355830.906250 Penalty: 2712.118652
	Iteration 5F: 3 clusters Score -355830.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -355979.625000 Penalty: 2712.118652
	Iteration 6Q: 3 clusters Score -355979.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -356082.156250 Penalty: 2712.118652
	Iteration 7Q: 3 clusters Score -356082.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -356171.750000 Penalty: 2712.118652
	Iteration 8Q: 3 clusters Score -356171.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -356243.468750 Penalty: 2712.118652
	Iteration 9Q: 3 clusters Score -356243.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -356298.406250 Penalty: 2712.118652
	Iteration 10Q: 3 clusters Score -356298.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -356340.937500 Penalty: 2712.118652
	Iteration 11Q: 3 clusters Score -356340.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -356368.125000 Penalty: 2712.118652
	Iteration 12Q: 3 clusters Score -356368.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -356386.187500 Penalty: 2712.118652
	Iteration 13Q: 3 clusters Score -356386.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -356401.250000 Penalty: 2712.118652
	Iteration 14Q: 3 clusters Score -356401.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -356412.437500 Penalty: 2712.118652
	Iteration 15Q: 3 clusters Score -356412.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -356424.593750 Penalty: 2712.118652
	Iteration 16Q: 3 clusters Score -356424.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -356437.031250 Penalty: 2712.118652
	Iteration 17Q: 3 clusters Score -356437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -356443.281250 Penalty: 2712.118652
	Iteration 18Q: 3 clusters Score -356443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -356447.968750 Penalty: 2712.118652
	Iteration 19Q: 3 clusters Score -356448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -356453.531250 Penalty: 2712.118652
	Iteration 20F: 3 clusters Score -356453.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -356458.375000 Penalty: 2712.118652
	Iteration 21Q: 3 clusters Score -356458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -356467.906250 Penalty: 2712.118652
	Iteration 22Q: 3 clusters Score -356467.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -356479.468750 Penalty: 2712.118652
	Iteration 23Q: 3 clusters Score -356479.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -356492.468750 Penalty: 2712.118652
	Iteration 24Q: 3 clusters Score -356492.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -356504.625000 Penalty: 2712.118652
	Iteration 25Q: 3 clusters Score -356504.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -356520.906250 Penalty: 2712.118652
	Iteration 26Q: 3 clusters Score -356520.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -356549.437500 Penalty: 2712.118652
	Iteration 27Q: 3 clusters Score -356549.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -356582.281250 Penalty: 2712.118652
	Iteration 28Q: 3 clusters Score -356582.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -356616.000000 Penalty: 2712.118652
	Iteration 29Q: 3 clusters Score -356616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -356635.281250 Penalty: 2712.118652
	Iteration 30Q: 3 clusters Score -356635.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -356652.031250 Penalty: 2712.118652
	Iteration 31Q: 3 clusters Score -356652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -356666.031250 Penalty: 2712.118652
	Iteration 32Q: 3 clusters Score -356666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -356677.656250 Penalty: 2712.118652
	Iteration 33Q: 3 clusters Score -356677.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -356685.968750 Penalty: 2712.118652
	Iteration 34Q: 3 clusters Score -356686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356693.406250 Penalty: 2712.118652
	Iteration 35Q: 3 clusters Score -356693.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -356701.812500 Penalty: 2712.118652
	Iteration 36Q: 3 clusters Score -356701.8 nChanged 16
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: -356708.750000 Penalty: 2712.118652
	Iteration 37Q: 3 clusters Score -356708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -356712.968750 Penalty: 2712.118652
	Iteration 38Q: 3 clusters Score -356713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -356715.406250 Penalty: 2712.118652
	Iteration 39Q: 3 clusters Score -356715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -356718.500000 Penalty: 2712.118652
	Iteration 40F: 3 clusters Score -356718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -356718.375000 Penalty: 2712.118652
	Iteration 41Q: 3 clusters Score -356718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356720.375000 Penalty: 2712.118652
	Iteration 42Q: 3 clusters Score -356720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -356720.625000 Penalty: 2712.118652
	Iteration 43Q: 3 clusters Score -356720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -356721.843750 Penalty: 2712.118652
	Iteration 44Q: 3 clusters Score -356721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -356722.406250 Penalty: 2712.118652
	Iteration 45Q: 3 clusters Score -356722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -356723.625000 Penalty: 2712.118652
	Iteration 46Q: 3 clusters Score -356723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -356725.906250 Penalty: 2712.118652
	Iteration 47Q: 3 clusters Score -356725.9 nChanged 3
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: -356727.187500 Penalty: 2712.118652
	Iteration 48Q: 3 clusters Score -356727.2 nChanged 3
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: -356727.031250 Penalty: 2712.118652
	Iteration 49Q: 3 clusters Score -356727 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: -356727.531250 Penalty: 2712.118652
	Iteration 50Q: 3 clusters Score -356727.5 nChanged 0
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: -356727.531250 Penalty: 2712.118652
	Iteration 51F: 3 clusters Score -356727.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -402520.906250 Penalty: 1367.751343
	Iteration 0F: 2 clusters Score -402520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -398817.281250 Penalty: 2735.502686
	Iteration 0F: 3 clusters Score -398817.3 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -399805.718750 Penalty: 2735.502686
	Iteration 1F: 3 clusters Score -399805.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -399958.875000 Penalty: 2735.502686
	Iteration 2F: 3 clusters Score -399958.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -400055.875000 Penalty: 2735.502686
	Iteration 3Q: 3 clusters Score -400055.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -400126.156250 Penalty: 2735.502686
	Iteration 4Q: 3 clusters Score -400126.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -400182.531250 Penalty: 2735.502686
	Iteration 5Q: 3 clusters Score -400182.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -400235.375000 Penalty: 2735.502686
	Iteration 6Q: 3 clusters Score -400235.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -400289.593750 Penalty: 2735.502686
	Iteration 7Q: 3 clusters Score -400289.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -400348.187500 Penalty: 2735.502686
	Iteration 8Q: 3 clusters Score -400348.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -400403.937500 Penalty: 2735.502686
	Iteration 9Q: 3 clusters Score -400403.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -400460.875000 Penalty: 2735.502686
	Iteration 10Q: 3 clusters Score -400460.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -400526.500000 Penalty: 2735.502686
	Iteration 11Q: 3 clusters Score -400526.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -400598.718750 Penalty: 2735.502686
	Iteration 12Q: 3 clusters Score -400598.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -400680.750000 Penalty: 2735.502686
	Iteration 13Q: 3 clusters Score -400680.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -400772.500000 Penalty: 2735.502686
	Iteration 14Q: 3 clusters Score -400772.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -400866.031250 Penalty: 2735.502686
	Iteration 15Q: 3 clusters Score -400866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -400975.906250 Penalty: 2735.502686
	Iteration 16Q: 3 clusters Score -400975.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -401069.093750 Penalty: 2735.502686
	Iteration 17Q: 3 clusters Score -401069.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -401131.281250 Penalty: 2735.502686
	Iteration 18Q: 3 clusters Score -401131.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -401170.906250 Penalty: 2735.502686
	Iteration 19Q: 3 clusters Score -401170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -401192.187500 Penalty: 2735.502686
	Iteration 20F: 3 clusters Score -401192.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -401211.406250 Penalty: 2735.502686
	Iteration 21Q: 3 clusters Score -401211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -401225.812500 Penalty: 2735.502686
	Iteration 22Q: 3 clusters Score -401225.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -401239.656250 Penalty: 2735.502686
	Iteration 23Q: 3 clusters Score -401239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -401255.281250 Penalty: 2735.502686
	Iteration 24Q: 3 clusters Score -401255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -401272.125000 Penalty: 2735.502686
	Iteration 25Q: 3 clusters Score -401272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -401284.468750 Penalty: 2735.502686
	Iteration 26Q: 3 clusters Score -401284.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -401298.687500 Penalty: 2735.502686
	Iteration 27Q: 3 clusters Score -401298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -401313.437500 Penalty: 2735.502686
	Iteration 28Q: 3 clusters Score -401313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -401325.562500 Penalty: 2735.502686
	Iteration 29Q: 3 clusters Score -401325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -401328.031250 Penalty: 2735.502686
	Iteration 30Q: 3 clusters Score -401328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -401332.062500 Penalty: 2735.502686
	Iteration 31Q: 3 clusters Score -401332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -401335.062500 Penalty: 2735.502686
	Iteration 32Q: 3 clusters Score -401335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -401339.312500 Penalty: 2735.502686
	Iteration 33Q: 3 clusters Score -401339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -401341.500000 Penalty: 2735.502686
	Iteration 34Q: 3 clusters Score -401341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -401342.500000 Penalty: 2735.502686
	Iteration 35Q: 3 clusters Score -401342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -401344.781250 Penalty: 2735.502686
	Iteration 36Q: 3 clusters Score -401344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -401347.718750 Penalty: 2735.502686
	Iteration 37Q: 3 clusters Score -401347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -401349.062500 Penalty: 2735.502686
	Iteration 38Q: 3 clusters Score -401349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -401349.062500 Penalty: 2735.502686
	Iteration 39F: 3 clusters Score -401349.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Entering Unmasked Estep 
Score: -990717.750000 Penalty: 1536.883911
	Iteration 0F: 2 clusters Score -990717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -981796.750000 Penalty: 3073.767822
	Iteration 0F: 3 clusters Score -981796.8 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -985016.875000 Penalty: 3073.767822
	Iteration 1F: 3 clusters Score -985016.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -985470.187500 Penalty: 3073.767822
	Iteration 2F: 3 clusters Score -985470.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -985971.000000 Penalty: 3073.767822
	Iteration 3F: 3 clusters Score -985971 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -986568.437500 Penalty: 3073.767822
	Iteration 4F: 3 clusters Score -986568.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -987222.187500 Penalty: 3073.767822
	Iteration 5F: 3 clusters Score -987222.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -987891.750000 Penalty: 3073.767822
	Iteration 6F: 3 clusters Score -987891.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -988469.187500 Penalty: 3073.767822
	Iteration 7F: 3 clusters Score -988469.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -988919.000000 Penalty: 3073.767822
	Iteration 8Q: 3 clusters Score -988919 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -989190.000000 Penalty: 3073.767822
	Iteration 9Q: 3 clusters Score -989190 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -989347.125000 Penalty: 3073.767822
	Iteration 10Q: 3 clusters Score -989347.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -989461.562500 Penalty: 3073.767822
	Iteration 11Q: 3 clusters Score -989461.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -989557.062500 Penalty: 3073.767822
	Iteration 12Q: 3 clusters Score -989557.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -989629.625000 Penalty: 3073.767822
	Iteration 13Q: 3 clusters Score -989629.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -989692.562500 Penalty: 3073.767822
	Iteration 14Q: 3 clusters Score -989692.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -989739.625000 Penalty: 3073.767822
	Iteration 15Q: 3 clusters Score -989739.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -989771.812500 Penalty: 3073.767822
	Iteration 16Q: 3 clusters Score -989771.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -989795.812500 Penalty: 3073.767822
	Iteration 17Q: 3 clusters Score -989795.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -989822.187500 Penalty: 3073.767822
	Iteration 18Q: 3 clusters Score -989822.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -989849.125000 Penalty: 3073.767822
	Iteration 19Q: 3 clusters Score -989849.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -989873.250000 Penalty: 3073.767822
	Iteration 20F: 3 clusters Score -989873.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -989898.937500 Penalty: 3073.767822
	Iteration 21Q: 3 clusters Score -989898.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -989924.875000 Penalty: 3073.767822
	Iteration 22Q: 3 clusters Score -989924.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -989952.750000 Penalty: 3073.767822
	Iteration 23Q: 3 clusters Score -989952.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -989988.312500 Penalty: 3073.767822
	Iteration 24Q: 3 clusters Score -989988.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -990016.187500 Penalty: 3073.767822
	Iteration 25Q: 3 clusters Score -990016.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -990059.312500 Penalty: 3073.767822
	Iteration 26Q: 3 clusters Score -990059.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -990095.750000 Penalty: 3073.767822
	Iteration 27Q: 3 clusters Score -990095.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -990138.375000 Penalty: 3073.767822
	Iteration 28Q: 3 clusters Score -990138.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -990180.000000 Penalty: 3073.767822
	Iteration 29Q: 3 clusters Score -990180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -990212.750000 Penalty: 3073.767822
	Iteration 30Q: 3 clusters Score -990212.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -990238.125000 Penalty: 3073.767822
	Iteration 31Q: 3 clusters Score -990238.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -990255.437500 Penalty: 3073.767822
	Iteration 32Q: 3 clusters Score -990255.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -990267.250000 Penalty: 3073.767822
	Iteration 33Q: 3 clusters Score -990267.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -990274.937500 Penalty: 3073.767822
	Iteration 34Q: 3 clusters Score -990274.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -990279.437500 Penalty: 3073.767822
	Iteration 35Q: 3 clusters Score -990279.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -990286.375000 Penalty: 3073.767822
	Iteration 36Q: 3 clusters Score -990286.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -990287.625000 Penalty: 3073.767822
	Iteration 37Q: 3 clusters Score -990287.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -990293.312500 Penalty: 3073.767822
	Iteration 38Q: 3 clusters Score -990293.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -990297.625000 Penalty: 3073.767822
	Iteration 39Q: 3 clusters Score -990297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -990302.687500 Penalty: 3073.767822
	Iteration 40F: 3 clusters Score -990302.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -990316.000000 Penalty: 3073.767822
	Iteration 41Q: 3 clusters Score -990316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -990332.250000 Penalty: 3073.767822
	Iteration 42Q: 3 clusters Score -990332.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -990344.437500 Penalty: 3073.767822
	Iteration 43Q: 3 clusters Score -990344.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -990354.437500 Penalty: 3073.767822
	Iteration 44Q: 3 clusters Score -990354.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -990359.437500 Penalty: 3073.767822
	Iteration 45Q: 3 clusters Score -990359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -990360.125000 Penalty: 3073.767822
	Iteration 46Q: 3 clusters Score -990360.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -990364.000000 Penalty: 3073.767822
	Iteration 47Q: 3 clusters Score -990364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -990365.875000 Penalty: 3073.767822
	Iteration 48Q: 3 clusters Score -990365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -990365.750000 Penalty: 3073.767822
	Iteration 49Q: 3 clusters Score -990365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -990369.187500 Penalty: 3073.767822
	Iteration 50Q: 3 clusters Score -990369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -990371.812500 Penalty: 3073.767822
	Iteration 51Q: 3 clusters Score -990371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -990371.687500 Penalty: 3073.767822
	Iteration 52Q: 3 clusters Score -990371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -990375.250000 Penalty: 3073.767822
	Iteration 53Q: 3 clusters Score -990375.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -990378.625000 Penalty: 3073.767822
	Iteration 54Q: 3 clusters Score -990378.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -990384.312500 Penalty: 3073.767822
	Iteration 55Q: 3 clusters Score -990384.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -990386.187500 Penalty: 3073.767822
	Iteration 56Q: 3 clusters Score -990386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -990387.687500 Penalty: 3073.767822
	Iteration 57Q: 3 clusters Score -990387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -990388.187500 Penalty: 3073.767822
	Iteration 58Q: 3 clusters Score -990388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -990390.875000 Penalty: 3073.767822
	Iteration 59Q: 3 clusters Score -990390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -990393.812500 Penalty: 3073.767822
	Iteration 60F: 3 clusters Score -990393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -990393.062500 Penalty: 3073.767822
	Iteration 61Q: 3 clusters Score -990393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -990393.062500 Penalty: 3073.767822
	Iteration 62F: 3 clusters Score -990393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Entering Unmasked Estep 
Score: -2230242.500000 Penalty: 1651.594238
	Iteration 0F: 2 clusters Score -2230242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2212580.750000 Penalty: 3303.188477
	Iteration 0F: 3 clusters Score -2212581 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2219232.500000 Penalty: 3303.188477
	Iteration 1F: 3 clusters Score -2219232 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2219542.500000 Penalty: 3303.188477
	Iteration 2Q: 3 clusters Score -2219542 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2219842.000000 Penalty: 3303.188477
	Iteration 3Q: 3 clusters Score -2219842 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2220196.250000 Penalty: 3303.188477
	Iteration 4Q: 3 clusters Score -2220196 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2220698.250000 Penalty: 3303.188477
	Iteration 5Q: 3 clusters Score -2220698 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2221443.500000 Penalty: 3303.188477
	Iteration 6F: 3 clusters Score -2221444 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2222524.250000 Penalty: 3303.188477
	Iteration 7F: 3 clusters Score -2222524 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2223921.750000 Penalty: 3303.188477
	Iteration 8F: 3 clusters Score -2223922 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2225395.000000 Penalty: 3303.188477
	Iteration 9F: 3 clusters Score -2225395 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2226646.500000 Penalty: 3303.188477
	Iteration 10F: 3 clusters Score -2226646 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2227498.250000 Penalty: 3303.188477
	Iteration 11Q: 3 clusters Score -2227498 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2227999.250000 Penalty: 3303.188477
	Iteration 12Q: 3 clusters Score -2227999 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2228329.000000 Penalty: 3303.188477
	Iteration 13Q: 3 clusters Score -2228329 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2228513.250000 Penalty: 3303.188477
	Iteration 14Q: 3 clusters Score -2228513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2228630.750000 Penalty: 3303.188477
	Iteration 15Q: 3 clusters Score -2228631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2228676.250000 Penalty: 3303.188477
	Iteration 16Q: 3 clusters Score -2228676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2228706.000000 Penalty: 3303.188477
	Iteration 17Q: 3 clusters Score -2228706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2228734.500000 Penalty: 3303.188477
	Iteration 18Q: 3 clusters Score -2228734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2228759.750000 Penalty: 3303.188477
	Iteration 19Q: 3 clusters Score -2228760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2228777.000000 Penalty: 3303.188477
	Iteration 20F: 3 clusters Score -2228777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2228789.500000 Penalty: 3303.188477
	Iteration 21Q: 3 clusters Score -2228790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2228790.750000 Penalty: 3303.188477
	Iteration 22Q: 3 clusters Score -2228791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2228792.250000 Penalty: 3303.188477
	Iteration 23Q: 3 clusters Score -2228792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2228794.250000 Penalty: 3303.188477
	Iteration 24Q: 3 clusters Score -2228794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2228795.250000 Penalty: 3303.188477
	Iteration 25Q: 3 clusters Score -2228795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2228793.000000 Penalty: 3303.188477
	Iteration 26Q: 3 clusters Score -2228793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2228796.250000 Penalty: 3303.188477
	Iteration 27Q: 3 clusters Score -2228796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2228796.250000 Penalty: 3303.188477
	Iteration 28F: 3 clusters Score -2228796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Entering Unmasked Estep 
Score: -7192247.000000 Penalty: 1838.542725
	Iteration 0F: 2 clusters Score -7192247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7137388.000000 Penalty: 3677.085449
	Iteration 0F: 3 clusters Score -7137388 nChanged 38978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -7159890.500000 Penalty: 3677.085449
	Iteration 1F: 3 clusters Score -7159890 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7160482.500000 Penalty: 3677.085449
	Iteration 2Q: 3 clusters Score -7160482 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -7161204.000000 Penalty: 3677.085449
	Iteration 3Q: 3 clusters Score -7161204 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -7162067.000000 Penalty: 3677.085449
	Iteration 4Q: 3 clusters Score -7162067 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7163362.500000 Penalty: 3677.085449
	Iteration 5Q: 3 clusters Score -7163362 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7165293.000000 Penalty: 3677.085449
	Iteration 6Q: 3 clusters Score -7165293 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7168066.000000 Penalty: 3677.085449
	Iteration 7F: 3 clusters Score -7168066 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7171662.000000 Penalty: 3677.085449
	Iteration 8F: 3 clusters Score -7171662 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7174971.500000 Penalty: 3677.085449
	Iteration 9F: 3 clusters Score -7174972 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -7176790.000000 Penalty: 3677.085449
	Iteration 10Q: 3 clusters Score -7176790 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -7177554.500000 Penalty: 3677.085449
	Iteration 11Q: 3 clusters Score -7177554 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -7177914.500000 Penalty: 3677.085449
	Iteration 12Q: 3 clusters Score -7177914 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7178241.000000 Penalty: 3677.085449
	Iteration 13Q: 3 clusters Score -7178241 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -7178579.000000 Penalty: 3677.085449
	Iteration 14Q: 3 clusters Score -7178579 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -7178884.500000 Penalty: 3677.085449
	Iteration 15Q: 3 clusters Score -7178884 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -7179323.000000 Penalty: 3677.085449
	Iteration 16Q: 3 clusters Score -7179323 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7179848.000000 Penalty: 3677.085449
	Iteration 17Q: 3 clusters Score -7179848 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7180460.500000 Penalty: 3677.085449
	Iteration 18Q: 3 clusters Score -7180460 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7181171.500000 Penalty: 3677.085449
	Iteration 19Q: 3 clusters Score -7181172 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -7181876.500000 Penalty: 3677.085449
	Iteration 20F: 3 clusters Score -7181876 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7182677.000000 Penalty: 3677.085449
	Iteration 21Q: 3 clusters Score -7182677 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -7183340.500000 Penalty: 3677.085449
	Iteration 22Q: 3 clusters Score -7183340 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -7183941.500000 Penalty: 3677.085449
	Iteration 23Q: 3 clusters Score -7183942 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7184365.500000 Penalty: 3677.085449
	Iteration 24Q: 3 clusters Score -7184366 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -7184650.500000 Penalty: 3677.085449
	Iteration 25Q: 3 clusters Score -7184650 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7184857.500000 Penalty: 3677.085449
	Iteration 26Q: 3 clusters Score -7184858 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7184966.000000 Penalty: 3677.085449
	Iteration 27Q: 3 clusters Score -7184966 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7185053.500000 Penalty: 3677.085449
	Iteration 28Q: 3 clusters Score -7185054 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7185076.500000 Penalty: 3677.085449
	Iteration 29Q: 3 clusters Score -7185076 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7185112.500000 Penalty: 3677.085449
	Iteration 30Q: 3 clusters Score -7185112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7185115.500000 Penalty: 3677.085449
	Iteration 31Q: 3 clusters Score -7185116 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7185106.000000 Penalty: 3677.085449
	Iteration 32Q: 3 clusters Score -7185106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7185117.000000 Penalty: 3677.085449
	Iteration 33Q: 3 clusters Score -7185117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -7185127.000000 Penalty: 3677.085449
	Iteration 34Q: 3 clusters Score -7185127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7185133.000000 Penalty: 3677.085449
	Iteration 35Q: 3 clusters Score -7185133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7185134.000000 Penalty: 3677.085449
	Iteration 36Q: 3 clusters Score -7185134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7185111.500000 Penalty: 3677.085449
	Iteration 37Q: 3 clusters Score -7185112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -7185120.000000 Penalty: 3677.085449
	Iteration 38Q: 3 clusters Score -7185120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7185124.000000 Penalty: 3677.085449
	Iteration 39Q: 3 clusters Score -7185124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7185116.000000 Penalty: 3677.085449
	Iteration 40F: 3 clusters Score -7185116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7185126.500000 Penalty: 3677.085449
	Iteration 41Q: 3 clusters Score -7185126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7185125.500000 Penalty: 3677.085449
	Iteration 42Q: 3 clusters Score -7185126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7185116.500000 Penalty: 3677.085449
	Iteration 43Q: 3 clusters Score -7185116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7185123.000000 Penalty: 3677.085449
	Iteration 44Q: 3 clusters Score -7185123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -7185117.500000 Penalty: 3677.085449
	Iteration 45Q: 3 clusters Score -7185118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7185112.000000 Penalty: 3677.085449
	Iteration 46Q: 3 clusters Score -7185112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7185113.500000 Penalty: 3677.085449
	Iteration 47Q: 3 clusters Score -7185114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7185123.500000 Penalty: 3677.085449
	Iteration 48Q: 3 clusters Score -7185124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -7185120.500000 Penalty: 3677.085449
	Iteration 49Q: 3 clusters Score -7185120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7185114.500000 Penalty: 3677.085449
	Iteration 50Q: 3 clusters Score -7185114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -7185116.500000 Penalty: 3677.085449
	Iteration 51Q: 3 clusters Score -7185116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -7185121.500000 Penalty: 3677.085449
	Iteration 52Q: 3 clusters Score -7185122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7185115.500000 Penalty: 3677.085449
	Iteration 53Q: 3 clusters Score -7185116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7185119.000000 Penalty: 3677.085449
	Iteration 54Q: 3 clusters Score -7185119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -7185124.000000 Penalty: 3677.085449
	Iteration 55Q: 3 clusters Score -7185124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -7185119.000000 Penalty: 3677.085449
	Iteration 56Q: 3 clusters Score -7185119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7185115.500000 Penalty: 3677.085449
	Iteration 57Q: 3 clusters Score -7185116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -7185128.500000 Penalty: 3677.085449
	Iteration 58Q: 3 clusters Score -7185128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7185124.500000 Penalty: 3677.085449
	Iteration 59Q: 3 clusters Score -7185124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7185128.500000 Penalty: 3677.085449
	Iteration 60F: 3 clusters Score -7185128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7185123.000000 Penalty: 3677.085449
	Iteration 61Q: 3 clusters Score -7185123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7185125.500000 Penalty: 3677.085449
	Iteration 62Q: 3 clusters Score -7185126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7185135.000000 Penalty: 3677.085449
	Iteration 63Q: 3 clusters Score -7185135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7185132.000000 Penalty: 3677.085449
	Iteration 64Q: 3 clusters Score -7185132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7185130.500000 Penalty: 3677.085449
	Iteration 65Q: 3 clusters Score -7185130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7185132.000000 Penalty: 3677.085449
	Iteration 66Q: 3 clusters Score -7185132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7185131.500000 Penalty: 3677.085449
	Iteration 67Q: 3 clusters Score -7185132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7185123.500000 Penalty: 3677.085449
	Iteration 68Q: 3 clusters Score -7185124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7185116.000000 Penalty: 3677.085449
	Iteration 69Q: 3 clusters Score -7185116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -7185117.000000 Penalty: 3677.085449
	Iteration 70Q: 3 clusters Score -7185117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7185115.500000 Penalty: 3677.085449
	Iteration 71Q: 3 clusters Score -7185116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7185115.000000 Penalty: 3677.085449
	Iteration 72Q: 3 clusters Score -7185115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7185127.000000 Penalty: 3677.085449
	Iteration 73Q: 3 clusters Score -7185127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -7185131.500000 Penalty: 3677.085449
	Iteration 74Q: 3 clusters Score -7185132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7185125.500000 Penalty: 3677.085449
	Iteration 75Q: 3 clusters Score -7185126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7185125.500000 Penalty: 3677.085449
	Iteration 76F: 3 clusters Score -7185126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Entering Unmasked Estep 
Score: -2938232.750000 Penalty: 1690.080933
	Iteration 0F: 2 clusters Score -2938233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2916255.250000 Penalty: 3380.161865
	Iteration 0F: 3 clusters Score -2916255 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2924655.750000 Penalty: 3380.161865
	Iteration 1F: 3 clusters Score -2924656 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2925336.250000 Penalty: 3380.161865
	Iteration 2Q: 3 clusters Score -2925336 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2926270.000000 Penalty: 3380.161865
	Iteration 3F: 3 clusters Score -2926270 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2927560.000000 Penalty: 3380.161865
	Iteration 4F: 3 clusters Score -2927560 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2929224.750000 Penalty: 3380.161865
	Iteration 5F: 3 clusters Score -2929225 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2931006.750000 Penalty: 3380.161865
	Iteration 6F: 3 clusters Score -2931007 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2932673.750000 Penalty: 3380.161865
	Iteration 7F: 3 clusters Score -2932674 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2933855.750000 Penalty: 3380.161865
	Iteration 8F: 3 clusters Score -2933856 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2934497.000000 Penalty: 3380.161865
	Iteration 9Q: 3 clusters Score -2934497 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2934773.750000 Penalty: 3380.161865
	Iteration 10Q: 3 clusters Score -2934774 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2934936.750000 Penalty: 3380.161865
	Iteration 11Q: 3 clusters Score -2934937 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2935023.750000 Penalty: 3380.161865
	Iteration 12Q: 3 clusters Score -2935024 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2935084.250000 Penalty: 3380.161865
	Iteration 13Q: 3 clusters Score -2935084 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2935126.500000 Penalty: 3380.161865
	Iteration 14Q: 3 clusters Score -2935126 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2935172.000000 Penalty: 3380.161865
	Iteration 15Q: 3 clusters Score -2935172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2935201.000000 Penalty: 3380.161865
	Iteration 16Q: 3 clusters Score -2935201 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2935226.500000 Penalty: 3380.161865
	Iteration 17Q: 3 clusters Score -2935226 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2935244.250000 Penalty: 3380.161865
	Iteration 18Q: 3 clusters Score -2935244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2935272.000000 Penalty: 3380.161865
	Iteration 19Q: 3 clusters Score -2935272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2935279.250000 Penalty: 3380.161865
	Iteration 20F: 3 clusters Score -2935279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2935288.500000 Penalty: 3380.161865
	Iteration 21Q: 3 clusters Score -2935288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2935294.750000 Penalty: 3380.161865
	Iteration 22Q: 3 clusters Score -2935295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2935310.250000 Penalty: 3380.161865
	Iteration 23Q: 3 clusters Score -2935310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2935311.000000 Penalty: 3380.161865
	Iteration 24Q: 3 clusters Score -2935311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2935311.500000 Penalty: 3380.161865
	Iteration 25Q: 3 clusters Score -2935312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2935322.000000 Penalty: 3380.161865
	Iteration 26Q: 3 clusters Score -2935322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2935326.500000 Penalty: 3380.161865
	Iteration 27Q: 3 clusters Score -2935326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2935328.250000 Penalty: 3380.161865
	Iteration 28Q: 3 clusters Score -2935328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2935338.250000 Penalty: 3380.161865
	Iteration 29Q: 3 clusters Score -2935338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2935349.750000 Penalty: 3380.161865
	Iteration 30Q: 3 clusters Score -2935350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2935347.250000 Penalty: 3380.161865
	Iteration 31Q: 3 clusters Score -2935347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2935363.500000 Penalty: 3380.161865
	Iteration 32Q: 3 clusters Score -2935364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2935371.250000 Penalty: 3380.161865
	Iteration 33Q: 3 clusters Score -2935371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2935376.000000 Penalty: 3380.161865
	Iteration 34Q: 3 clusters Score -2935376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2935370.250000 Penalty: 3380.161865
	Iteration 35Q: 3 clusters Score -2935370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2935381.000000 Penalty: 3380.161865
	Iteration 36Q: 3 clusters Score -2935381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2935389.500000 Penalty: 3380.161865
	Iteration 37Q: 3 clusters Score -2935390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2935399.000000 Penalty: 3380.161865
	Iteration 38Q: 3 clusters Score -2935399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2935396.500000 Penalty: 3380.161865
	Iteration 39Q: 3 clusters Score -2935396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2935410.000000 Penalty: 3380.161865
	Iteration 40F: 3 clusters Score -2935410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2935418.750000 Penalty: 3380.161865
	Iteration 41Q: 3 clusters Score -2935419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2935430.750000 Penalty: 3380.161865
	Iteration 42Q: 3 clusters Score -2935431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2935447.500000 Penalty: 3380.161865
	Iteration 43Q: 3 clusters Score -2935448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2935459.000000 Penalty: 3380.161865
	Iteration 44Q: 3 clusters Score -2935459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2935480.750000 Penalty: 3380.161865
	Iteration 45Q: 3 clusters Score -2935481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2935509.250000 Penalty: 3380.161865
	Iteration 46Q: 3 clusters Score -2935509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2935532.000000 Penalty: 3380.161865
	Iteration 47Q: 3 clusters Score -2935532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2935564.250000 Penalty: 3380.161865
	Iteration 48Q: 3 clusters Score -2935564 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2935597.500000 Penalty: 3380.161865
	Iteration 49Q: 3 clusters Score -2935598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2935630.500000 Penalty: 3380.161865
	Iteration 50Q: 3 clusters Score -2935630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2935656.750000 Penalty: 3380.161865
	Iteration 51Q: 3 clusters Score -2935657 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2935672.750000 Penalty: 3380.161865
	Iteration 52Q: 3 clusters Score -2935673 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2935711.500000 Penalty: 3380.161865
	Iteration 53Q: 3 clusters Score -2935712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2935732.250000 Penalty: 3380.161865
	Iteration 54Q: 3 clusters Score -2935732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2935743.750000 Penalty: 3380.161865
	Iteration 55Q: 3 clusters Score -2935744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2935764.500000 Penalty: 3380.161865
	Iteration 56Q: 3 clusters Score -2935764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2935774.000000 Penalty: 3380.161865
	Iteration 57Q: 3 clusters Score -2935774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2935785.500000 Penalty: 3380.161865
	Iteration 58Q: 3 clusters Score -2935786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2935811.750000 Penalty: 3380.161865
	Iteration 59Q: 3 clusters Score -2935812 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2935835.000000 Penalty: 3380.161865
	Iteration 60F: 3 clusters Score -2935835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2935862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2935889.750000 Penalty: 3380.161865
	Iteration 62Q: 3 clusters Score -2935890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2935910.500000 Penalty: 3380.161865
	Iteration 63Q: 3 clusters Score -2935910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2935939.000000 Penalty: 3380.161865
	Iteration 64Q: 3 clusters Score -2935939 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2935954.750000 Penalty: 3380.161865
	Iteration 65Q: 3 clusters Score -2935955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2935981.250000 Penalty: 3380.161865
	Iteration 66Q: 3 clusters Score -2935981 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2936002.250000 Penalty: 3380.161865
	Iteration 67Q: 3 clusters Score -2936002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2936011.500000 Penalty: 3380.161865
	Iteration 68Q: 3 clusters Score -2936012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2936028.000000 Penalty: 3380.161865
	Iteration 69Q: 3 clusters Score -2936028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2936052.000000 Penalty: 3380.161865
	Iteration 70Q: 3 clusters Score -2936052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2936067.250000 Penalty: 3380.161865
	Iteration 71Q: 3 clusters Score -2936067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2936092.000000 Penalty: 3380.161865
	Iteration 72Q: 3 clusters Score -2936092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2936106.500000 Penalty: 3380.161865
	Iteration 73Q: 3 clusters Score -2936106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2936113.500000 Penalty: 3380.161865
	Iteration 74Q: 3 clusters Score -2936114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2936136.500000 Penalty: 3380.161865
	Iteration 75Q: 3 clusters Score -2936136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2936158.000000 Penalty: 3380.161865
	Iteration 76Q: 3 clusters Score -2936158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2936173.500000 Penalty: 3380.161865
	Iteration 77Q: 3 clusters Score -2936174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2936201.500000 Penalty: 3380.161865
	Iteration 78Q: 3 clusters Score -2936202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2936214.250000 Penalty: 3380.161865
	Iteration 79Q: 3 clusters Score -2936214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2936228.250000 Penalty: 3380.161865
	Iteration 80F: 3 clusters Score -2936228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2936242.250000 Penalty: 3380.161865
	Iteration 81Q: 3 clusters Score -2936242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2936252.250000 Penalty: 3380.161865
	Iteration 82Q: 3 clusters Score -2936252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2936260.250000 Penalty: 3380.161865
	Iteration 83Q: 3 clusters Score -2936260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2936282.750000 Penalty: 3380.161865
	Iteration 84Q: 3 clusters Score -2936283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2936300.750000 Penalty: 3380.161865
	Iteration 85Q: 3 clusters Score -2936301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2936318.250000 Penalty: 3380.161865
	Iteration 86Q: 3 clusters Score -2936318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2936334.000000 Penalty: 3380.161865
	Iteration 87Q: 3 clusters Score -2936334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2936345.250000 Penalty: 3380.161865
	Iteration 88Q: 3 clusters Score -2936345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2936355.500000 Penalty: 3380.161865
	Iteration 89Q: 3 clusters Score -2936356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2936372.250000 Penalty: 3380.161865
	Iteration 90Q: 3 clusters Score -2936372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2936379.250000 Penalty: 3380.161865
	Iteration 91Q: 3 clusters Score -2936379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2936381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2936397.750000 Penalty: 3380.161865
	Iteration 93Q: 3 clusters Score -2936398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2936405.500000 Penalty: 3380.161865
	Iteration 94Q: 3 clusters Score -2936406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2936415.500000 Penalty: 3380.161865
	Iteration 95Q: 3 clusters Score -2936416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2936423.250000 Penalty: 3380.161865
	Iteration 96Q: 3 clusters Score -2936423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2936427.250000 Penalty: 3380.161865
	Iteration 97Q: 3 clusters Score -2936427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2936435.750000 Penalty: 3380.161865
	Iteration 98Q: 3 clusters Score -2936436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2936443.500000 Penalty: 3380.161865
	Iteration 99Q: 3 clusters Score -2936444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2936457.250000 Penalty: 3380.161865
	Iteration 100F: 3 clusters Score -2936457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2936460.500000 Penalty: 3380.161865
	Iteration 101Q: 3 clusters Score -2936460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2936465.250000 Penalty: 3380.161865
	Iteration 102Q: 3 clusters Score -2936465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2936470.500000 Penalty: 3380.161865
	Iteration 103Q: 3 clusters Score -2936470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2936469.500000 Penalty: 3380.161865
	Iteration 104Q: 3 clusters Score -2936470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2936472.000000 Penalty: 3380.161865
	Iteration 105Q: 3 clusters Score -2936472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2936472.250000 Penalty: 3380.161865
	Iteration 106Q: 3 clusters Score -2936472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2936481.250000 Penalty: 3380.161865
	Iteration 107Q: 3 clusters Score -2936481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2936490.000000 Penalty: 3380.161865
	Iteration 108Q: 3 clusters Score -2936490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2936494.500000 Penalty: 3380.161865
	Iteration 109Q: 3 clusters Score -2936494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2936494.750000 Penalty: 3380.161865
	Iteration 110Q: 3 clusters Score -2936495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2936498.500000 Penalty: 3380.161865
	Iteration 111Q: 3 clusters Score -2936498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2936495.500000 Penalty: 3380.161865
	Iteration 112Q: 3 clusters Score -2936496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2936509.500000 Penalty: 3380.161865
	Iteration 113Q: 3 clusters Score -2936510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2936527.250000 Penalty: 3380.161865
	Iteration 114Q: 3 clusters Score -2936527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2936551.500000 Penalty: 3380.161865
	Iteration 115Q: 3 clusters Score -2936552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2936572.750000 Penalty: 3380.161865
	Iteration 116Q: 3 clusters Score -2936573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2936603.000000 Penalty: 3380.161865
	Iteration 117Q: 3 clusters Score -2936603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2936613.000000 Penalty: 3380.161865
	Iteration 118Q: 3 clusters Score -2936613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2936637.250000 Penalty: 3380.161865
	Iteration 119Q: 3 clusters Score -2936637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2936655.750000 Penalty: 3380.161865
	Iteration 120F: 3 clusters Score -2936656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2936673.500000 Penalty: 3380.161865
	Iteration 121Q: 3 clusters Score -2936674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2936679.750000 Penalty: 3380.161865
	Iteration 122Q: 3 clusters Score -2936680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2936703.500000 Penalty: 3380.161865
	Iteration 123Q: 3 clusters Score -2936704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2936716.750000 Penalty: 3380.161865
	Iteration 124Q: 3 clusters Score -2936717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2936732.000000 Penalty: 3380.161865
	Iteration 125Q: 3 clusters Score -2936732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2936740.000000 Penalty: 3380.161865
	Iteration 126Q: 3 clusters Score -2936740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2936752.250000 Penalty: 3380.161865
	Iteration 127Q: 3 clusters Score -2936752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2936757.500000 Penalty: 3380.161865
	Iteration 128Q: 3 clusters Score -2936758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2936762.750000 Penalty: 3380.161865
	Iteration 129Q: 3 clusters Score -2936763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2936763.250000 Penalty: 3380.161865
	Iteration 130Q: 3 clusters Score -2936763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2936761.250000 Penalty: 3380.161865
	Iteration 131Q: 3 clusters Score -2936761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2936763.250000 Penalty: 3380.161865
	Iteration 132Q: 3 clusters Score -2936763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2936762.750000 Penalty: 3380.161865
	Iteration 133Q: 3 clusters Score -2936763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2936766.000000 Penalty: 3380.161865
	Iteration 134Q: 3 clusters Score -2936766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2936777.000000 Penalty: 3380.161865
	Iteration 135Q: 3 clusters Score -2936777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2936779.250000 Penalty: 3380.161865
	Iteration 136Q: 3 clusters Score -2936779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2936784.750000 Penalty: 3380.161865
	Iteration 137Q: 3 clusters Score -2936785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2936782.000000 Penalty: 3380.161865
	Iteration 138Q: 3 clusters Score -2936782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2936782.500000 Penalty: 3380.161865
	Iteration 139Q: 3 clusters Score -2936782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2936782.750000 Penalty: 3380.161865
	Iteration 140F: 3 clusters Score -2936783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2936785.750000 Penalty: 3380.161865
	Iteration 141Q: 3 clusters Score -2936786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2936789.000000 Penalty: 3380.161865
	Iteration 142Q: 3 clusters Score -2936789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2936789.750000 Penalty: 3380.161865
	Iteration 143Q: 3 clusters Score -2936790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2936791.250000 Penalty: 3380.161865
	Iteration 144Q: 3 clusters Score -2936791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2936792.750000 Penalty: 3380.161865
	Iteration 145Q: 3 clusters Score -2936793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2936797.000000 Penalty: 3380.161865
	Iteration 146Q: 3 clusters Score -2936797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2936805.500000 Penalty: 3380.161865
	Iteration 147Q: 3 clusters Score -2936806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2936807.250000 Penalty: 3380.161865
	Iteration 148Q: 3 clusters Score -2936807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2936809.750000 Penalty: 3380.161865
	Iteration 149Q: 3 clusters Score -2936810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2936810.750000 Penalty: 3380.161865
	Iteration 150Q: 3 clusters Score -2936811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2936827.500000 Penalty: 3380.161865
	Iteration 151Q: 3 clusters Score -2936828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2936833.250000 Penalty: 3380.161865
	Iteration 152Q: 3 clusters Score -2936833 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2936844.250000 Penalty: 3380.161865
	Iteration 153Q: 3 clusters Score -2936844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2936846.500000 Penalty: 3380.161865
	Iteration 154Q: 3 clusters Score -2936846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2936853.250000 Penalty: 3380.161865
	Iteration 155Q: 3 clusters Score -2936853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2936854.750000 Penalty: 3380.161865
	Iteration 156Q: 3 clusters Score -2936855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2936864.000000 Penalty: 3380.161865
	Iteration 157Q: 3 clusters Score -2936864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2936871.000000 Penalty: 3380.161865
	Iteration 158Q: 3 clusters Score -2936871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2936873.000000 Penalty: 3380.161865
	Iteration 159Q: 3 clusters Score -2936873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2936874.250000 Penalty: 3380.161865
	Iteration 160F: 3 clusters Score -2936874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2936883.250000 Penalty: 3380.161865
	Iteration 161Q: 3 clusters Score -2936883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2936892.250000 Penalty: 3380.161865
	Iteration 162Q: 3 clusters Score -2936892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2936898.250000 Penalty: 3380.161865
	Iteration 163Q: 3 clusters Score -2936898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2936899.500000 Penalty: 3380.161865
	Iteration 164Q: 3 clusters Score -2936900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2936905.250000 Penalty: 3380.161865
	Iteration 165Q: 3 clusters Score -2936905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2936903.000000 Penalty: 3380.161865
	Iteration 166Q: 3 clusters Score -2936903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2936902.000000 Penalty: 3380.161865
	Iteration 167Q: 3 clusters Score -2936902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2936904.500000 Penalty: 3380.161865
	Iteration 168Q: 3 clusters Score -2936904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2936907.250000 Penalty: 3380.161865
	Iteration 169Q: 3 clusters Score -2936907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2936907.500000 Penalty: 3380.161865
	Iteration 170Q: 3 clusters Score -2936908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2936908.750000 Penalty: 3380.161865
	Iteration 171Q: 3 clusters Score -2936909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2936916.250000 Penalty: 3380.161865
	Iteration 172Q: 3 clusters Score -2936916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2936918.000000 Penalty: 3380.161865
	Iteration 173Q: 3 clusters Score -2936918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2936919.250000 Penalty: 3380.161865
	Iteration 174Q: 3 clusters Score -2936919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2936918.750000 Penalty: 3380.161865
	Iteration 175Q: 3 clusters Score -2936919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2936918.750000 Penalty: 3380.161865
	Iteration 176F: 3 clusters Score -2936919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -71654.937500 Penalty: 1108.429932
	Iteration 0F: 2 clusters Score -71654.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70276.203125 Penalty: 2216.859863
	Iteration 0F: 3 clusters Score -70276.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70624.507812 Penalty: 2216.859863
	Iteration 1F: 3 clusters Score -70624.51 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70791.710938 Penalty: 2216.859863
	Iteration 2F: 3 clusters Score -70791.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70914.796875 Penalty: 2216.859863
	Iteration 3F: 3 clusters Score -70914.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71005.304688 Penalty: 2216.859863
	Iteration 4F: 3 clusters Score -71005.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71046.820312 Penalty: 2216.859863
	Iteration 5Q: 3 clusters Score -71046.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71081.398438 Penalty: 2216.859863
	Iteration 6Q: 3 clusters Score -71081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71102.648438 Penalty: 2216.859863
	Iteration 7Q: 3 clusters Score -71102.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71114.148438 Penalty: 2216.859863
	Iteration 8Q: 3 clusters Score -71114.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71130.593750 Penalty: 2216.859863
	Iteration 9Q: 3 clusters Score -71130.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71143.304688 Penalty: 2216.859863
	Iteration 10Q: 3 clusters Score -71143.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71154.648438 Penalty: 2216.859863
	Iteration 11Q: 3 clusters Score -71154.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71156.382812 Penalty: 2216.859863
	Iteration 12Q: 3 clusters Score -71156.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71159.117188 Penalty: 2216.859863
	Iteration 13Q: 3 clusters Score -71159.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71161.960938 Penalty: 2216.859863
	Iteration 14Q: 3 clusters Score -71161.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71162.976562 Penalty: 2216.859863
	Iteration 15Q: 3 clusters Score -71162.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71166.929688 Penalty: 2216.859863
	Iteration 16Q: 3 clusters Score -71166.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71168.976562 Penalty: 2216.859863
	Iteration 17Q: 3 clusters Score -71168.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71170.843750 Penalty: 2216.859863
	Iteration 18Q: 3 clusters Score -71170.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71172.078125 Penalty: 2216.859863
	Iteration 19Q: 3 clusters Score -71172.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71172.078125 Penalty: 2216.859863
	Iteration 20F: 3 clusters Score -71172.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Entering Unmasked Estep 
Score: -2993487.500000 Penalty: 1697.312134
	Iteration 0F: 2 clusters Score -2993488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2970308.000000 Penalty: 3394.624268
	Iteration 0F: 3 clusters Score -2970308 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2979495.250000 Penalty: 3394.624268
	Iteration 1F: 3 clusters Score -2979495 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2979925.250000 Penalty: 3394.624268
	Iteration 2Q: 3 clusters Score -2979925 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2980458.500000 Penalty: 3394.624268
	Iteration 3Q: 3 clusters Score -2980458 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2981229.500000 Penalty: 3394.624268
	Iteration 4Q: 3 clusters Score -2981230 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2982480.250000 Penalty: 3394.624268
	Iteration 5F: 3 clusters Score -2982480 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2984251.250000 Penalty: 3394.624268
	Iteration 6F: 3 clusters Score -2984251 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2986281.250000 Penalty: 3394.624268
	Iteration 7F: 3 clusters Score -2986281 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2987996.000000 Penalty: 3394.624268
	Iteration 8F: 3 clusters Score -2987996 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2989253.000000 Penalty: 3394.624268
	Iteration 9Q: 3 clusters Score -2989253 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2990261.500000 Penalty: 3394.624268
	Iteration 10Q: 3 clusters Score -2990262 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2990926.250000 Penalty: 3394.624268
	Iteration 11Q: 3 clusters Score -2990926 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2991377.000000 Penalty: 3394.624268
	Iteration 12Q: 3 clusters Score -2991377 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2991622.750000 Penalty: 3394.624268
	Iteration 13Q: 3 clusters Score -2991623 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2991743.750000 Penalty: 3394.624268
	Iteration 14Q: 3 clusters Score -2991744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2991833.750000 Penalty: 3394.624268
	Iteration 15Q: 3 clusters Score -2991834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2991892.000000 Penalty: 3394.624268
	Iteration 16Q: 3 clusters Score -2991892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2991933.250000 Penalty: 3394.624268
	Iteration 17Q: 3 clusters Score -2991933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2991954.250000 Penalty: 3394.624268
	Iteration 18Q: 3 clusters Score -2991954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2991972.500000 Penalty: 3394.624268
	Iteration 19Q: 3 clusters Score -2991972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2991984.250000 Penalty: 3394.624268
	Iteration 20F: 3 clusters Score -2991984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2991993.500000 Penalty: 3394.624268
	Iteration 21Q: 3 clusters Score -2991994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2991998.000000 Penalty: 3394.624268
	Iteration 22Q: 3 clusters Score -2991998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2992001.000000 Penalty: 3394.624268
	Iteration 23Q: 3 clusters Score -2992001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2992008.250000 Penalty: 3394.624268
	Iteration 24Q: 3 clusters Score -2992008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2992011.750000 Penalty: 3394.624268
	Iteration 25Q: 3 clusters Score -2992012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2992011.750000 Penalty: 3394.624268
	Iteration 26F: 3 clusters Score -2992012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Entering Unmasked Estep 
Score: -1005761.875000 Penalty: 1521.427612
	Iteration 0F: 2 clusters Score -1005762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -997570.375000 Penalty: 3042.855225
	Iteration 0F: 3 clusters Score -997570.4 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1000469.687500 Penalty: 3042.855225
	Iteration 1F: 3 clusters Score -1000470 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1000823.687500 Penalty: 3042.855225
	Iteration 2F: 3 clusters Score -1000824 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1001190.687500 Penalty: 3042.855225
	Iteration 3F: 3 clusters Score -1001191 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1001572.375000 Penalty: 3042.855225
	Iteration 4F: 3 clusters Score -1001572 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1001986.062500 Penalty: 3042.855225
	Iteration 5F: 3 clusters Score -1001986 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1002457.187500 Penalty: 3042.855225
	Iteration 6F: 3 clusters Score -1002457 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1002971.500000 Penalty: 3042.855225
	Iteration 7F: 3 clusters Score -1002972 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1003479.687500 Penalty: 3042.855225
	Iteration 8F: 3 clusters Score -1003480 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1003838.875000 Penalty: 3042.855225
	Iteration 9Q: 3 clusters Score -1003839 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1004075.375000 Penalty: 3042.855225
	Iteration 10Q: 3 clusters Score -1004075 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1004194.312500 Penalty: 3042.855225
	Iteration 11Q: 3 clusters Score -1004194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1004260.625000 Penalty: 3042.855225
	Iteration 12Q: 3 clusters Score -1004261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1004306.562500 Penalty: 3042.855225
	Iteration 13Q: 3 clusters Score -1004307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1004338.312500 Penalty: 3042.855225
	Iteration 14Q: 3 clusters Score -1004338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1004373.312500 Penalty: 3042.855225
	Iteration 15Q: 3 clusters Score -1004373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1004403.562500 Penalty: 3042.855225
	Iteration 16Q: 3 clusters Score -1004404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1004427.125000 Penalty: 3042.855225
	Iteration 17Q: 3 clusters Score -1004427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1004434.937500 Penalty: 3042.855225
	Iteration 18Q: 3 clusters Score -1004435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1004440.500000 Penalty: 3042.855225
	Iteration 19Q: 3 clusters Score -1004440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1004443.625000 Penalty: 3042.855225
	Iteration 20F: 3 clusters Score -1004444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1004445.687500 Penalty: 3042.855225
	Iteration 21Q: 3 clusters Score -1004446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1004448.062500 Penalty: 3042.855225
	Iteration 22Q: 3 clusters Score -1004448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1004451.625000 Penalty: 3042.855225
	Iteration 23Q: 3 clusters Score -1004452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1004456.437500 Penalty: 3042.855225
	Iteration 24Q: 3 clusters Score -1004456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1004456.187500 Penalty: 3042.855225
	Iteration 25Q: 3 clusters Score -1004456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1004456.187500 Penalty: 3042.855225
	Iteration 26F: 3 clusters Score -1004456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -178132.718750 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -178132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175883.093750 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -175883.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176388.937500 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -176388.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176517.875000 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -176517.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -176607.203125 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -176607.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176686.078125 Penalty: 2493.646484
	Iteration 4Q: 3 clusters Score -176686.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -176760.140625 Penalty: 2493.646484
	Iteration 5Q: 3 clusters Score -176760.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -176814.375000 Penalty: 2493.646484
	Iteration 6Q: 3 clusters Score -176814.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176865.640625 Penalty: 2493.646484
	Iteration 7Q: 3 clusters Score -176865.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176904.000000 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -176904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -176944.546875 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -176944.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176990.953125 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -176991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -177067.765625 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -177067.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177156.625000 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -177156.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -177238.906250 Penalty: 2493.646484
	Iteration 13Q: 3 clusters Score -177238.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -177308.609375 Penalty: 2493.646484
	Iteration 14Q: 3 clusters Score -177308.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -177373.296875 Penalty: 2493.646484
	Iteration 15Q: 3 clusters Score -177373.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -177437.765625 Penalty: 2493.646484
	Iteration 16Q: 3 clusters Score -177437.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -177469.000000 Penalty: 2493.646484
	Iteration 17Q: 3 clusters Score -177469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -177494.203125 Penalty: 2493.646484
	Iteration 18Q: 3 clusters Score -177494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177502.156250 Penalty: 2493.646484
	Iteration 19Q: 3 clusters Score -177502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177519.390625 Penalty: 2493.646484
	Iteration 20F: 3 clusters Score -177519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -177535.312500 Penalty: 2493.646484
	Iteration 21Q: 3 clusters Score -177535.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -177539.343750 Penalty: 2493.646484
	Iteration 22Q: 3 clusters Score -177539.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177542.734375 Penalty: 2493.646484
	Iteration 23Q: 3 clusters Score -177542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -177543.906250 Penalty: 2493.646484
	Iteration 24Q: 3 clusters Score -177543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177544.687500 Penalty: 2493.646484
	Iteration 25Q: 3 clusters Score -177544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -177544.953125 Penalty: 2493.646484
	Iteration 26Q: 3 clusters Score -177545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -177545.781250 Penalty: 2493.646484
	Iteration 27Q: 3 clusters Score -177545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -177546.171875 Penalty: 2493.646484
	Iteration 28Q: 3 clusters Score -177546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -177546.171875 Penalty: 2493.646484
	Iteration 29F: 3 clusters Score -177546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Entering Unmasked Estep 
Score: -2297673.250000 Penalty: 1672.638916
	Iteration 0F: 2 clusters Score -2297673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2277839.000000 Penalty: 3345.277832
	Iteration 0F: 3 clusters Score -2277839 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2285725.750000 Penalty: 3345.277832
	Iteration 1F: 3 clusters Score -2285726 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2286394.250000 Penalty: 3345.277832
	Iteration 2F: 3 clusters Score -2286394 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2287101.500000 Penalty: 3345.277832
	Iteration 3F: 3 clusters Score -2287102 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2287860.000000 Penalty: 3345.277832
	Iteration 4F: 3 clusters Score -2287860 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2288699.750000 Penalty: 3345.277832
	Iteration 5F: 3 clusters Score -2288700 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2289607.500000 Penalty: 3345.277832
	Iteration 6F: 3 clusters Score -2289608 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2290536.500000 Penalty: 3345.277832
	Iteration 7F: 3 clusters Score -2290536 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2291579.000000 Penalty: 3345.277832
	Iteration 8F: 3 clusters Score -2291579 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2292548.250000 Penalty: 3345.277832
	Iteration 9Q: 3 clusters Score -2292548 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2293398.250000 Penalty: 3345.277832
	Iteration 10Q: 3 clusters Score -2293398 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2294053.500000 Penalty: 3345.277832
	Iteration 11Q: 3 clusters Score -2294054 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2294574.750000 Penalty: 3345.277832
	Iteration 12Q: 3 clusters Score -2294575 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2294955.750000 Penalty: 3345.277832
	Iteration 13Q: 3 clusters Score -2294956 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2295302.500000 Penalty: 3345.277832
	Iteration 14Q: 3 clusters Score -2295302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2295549.500000 Penalty: 3345.277832
	Iteration 15Q: 3 clusters Score -2295550 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2295745.000000 Penalty: 3345.277832
	Iteration 16Q: 3 clusters Score -2295745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -2295922.250000 Penalty: 3345.277832
	Iteration 17Q: 3 clusters Score -2295922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -2296088.000000 Penalty: 3345.277832
	Iteration 18Q: 3 clusters Score -2296088 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2296235.500000 Penalty: 3345.277832
	Iteration 19Q: 3 clusters Score -2296236 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -2296369.750000 Penalty: 3345.277832
	Iteration 20F: 3 clusters Score -2296370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -2296457.250000 Penalty: 3345.277832
	Iteration 21Q: 3 clusters Score -2296457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2296517.500000 Penalty: 3345.277832
	Iteration 22Q: 3 clusters Score -2296518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2296581.250000 Penalty: 3345.277832
	Iteration 23Q: 3 clusters Score -2296581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2296635.500000 Penalty: 3345.277832
	Iteration 24Q: 3 clusters Score -2296636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2296659.000000 Penalty: 3345.277832
	Iteration 25Q: 3 clusters Score -2296659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2296683.000000 Penalty: 3345.277832
	Iteration 26Q: 3 clusters Score -2296683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 3345.277832
	Iteration 27Q: 3 clusters Score -2296688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -2296700.500000 Penalty: 3345.277832
	Iteration 28Q: 3 clusters Score -2296700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -2296708.000000 Penalty: 3345.277832
	Iteration 29Q: 3 clusters Score -2296708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2296711.750000 Penalty: 3345.277832
	Iteration 30Q: 3 clusters Score -2296712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -2296727.500000 Penalty: 3345.277832
	Iteration 31Q: 3 clusters Score -2296728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2296739.500000 Penalty: 3345.277832
	Iteration 32Q: 3 clusters Score -2296740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -2296746.750000 Penalty: 3345.277832
	Iteration 33Q: 3 clusters Score -2296747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2296766.750000 Penalty: 3345.277832
	Iteration 34Q: 3 clusters Score -2296767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2296771.500000 Penalty: 3345.277832
	Iteration 35Q: 3 clusters Score -2296772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -2296778.500000 Penalty: 3345.277832
	Iteration 36Q: 3 clusters Score -2296778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -2296787.500000 Penalty: 3345.277832
	Iteration 37Q: 3 clusters Score -2296788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2296795.000000 Penalty: 3345.277832
	Iteration 38Q: 3 clusters Score -2296795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -2296806.500000 Penalty: 3345.277832
	Iteration 39Q: 3 clusters Score -2296806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -2296816.250000 Penalty: 3345.277832
	Iteration 40F: 3 clusters Score -2296816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -2296835.000000 Penalty: 3345.277832
	Iteration 41Q: 3 clusters Score -2296835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2296848.500000 Penalty: 3345.277832
	Iteration 42Q: 3 clusters Score -2296848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2296855.250000 Penalty: 3345.277832
	Iteration 43Q: 3 clusters Score -2296855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -2296872.500000 Penalty: 3345.277832
	Iteration 44Q: 3 clusters Score -2296872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2296891.750000 Penalty: 3345.277832
	Iteration 45Q: 3 clusters Score -2296892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2296916.500000 Penalty: 3345.277832
	Iteration 46Q: 3 clusters Score -2296916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2296965.250000 Penalty: 3345.277832
	Iteration 47Q: 3 clusters Score -2296965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2297062.500000 Penalty: 3345.277832
	Iteration 48Q: 3 clusters Score -2297062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2297185.500000 Penalty: 3345.277832
	Iteration 49Q: 3 clusters Score -2297186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -2297276.750000 Penalty: 3345.277832
	Iteration 50Q: 3 clusters Score -2297277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2297311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2297340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2297362.250000 Penalty: 3345.277832
	Iteration 53Q: 3 clusters Score -2297362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2297379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2297378.500000 Penalty: 3345.277832
	Iteration 55Q: 3 clusters Score -2297378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -2297390.000000 Penalty: 3345.277832
	Iteration 56Q: 3 clusters Score -2297390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -2297395.250000 Penalty: 3345.277832
	Iteration 57Q: 3 clusters Score -2297395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -2297402.250000 Penalty: 3345.277832
	Iteration 58Q: 3 clusters Score -2297402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -2297406.000000 Penalty: 3345.277832
	Iteration 59Q: 3 clusters Score -2297406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2297407.750000 Penalty: 3345.277832
	Iteration 60F: 3 clusters Score -2297408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2297410.000000 Penalty: 3345.277832
	Iteration 61Q: 3 clusters Score -2297410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2297415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2297420.250000 Penalty: 3345.277832
	Iteration 63Q: 3 clusters Score -2297420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2297430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -2297440.500000 Penalty: 3345.277832
	Iteration 65Q: 3 clusters Score -2297440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2297448.750000 Penalty: 3345.277832
	Iteration 66Q: 3 clusters Score -2297449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2297456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2297463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2297478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2297484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2297502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2297512.500000 Penalty: 3345.277832
	Iteration 72Q: 3 clusters Score -2297512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2297526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2297541.250000 Penalty: 3345.277832
	Iteration 74Q: 3 clusters Score -2297541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2297551 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2297558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2297566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2297572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2297583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2297589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2297602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2297610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2297621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2297628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2297632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2297638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2297641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2297648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2297654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2297665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2297674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2297701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2297718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2297736 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2297760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2297787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -2297805.250000 Penalty: 3345.277832
	Iteration 97Q: 3 clusters Score -2297805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2297830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2297856.000000 Penalty: 3345.277832
	Iteration 99Q: 3 clusters Score -2297856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2297875.000000 Penalty: 3345.277832
	Iteration 100F: 3 clusters Score -2297875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2297895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2297893.500000 Penalty: 3345.277832
	Iteration 102Q: 3 clusters Score -2297894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -2297900.500000 Penalty: 3345.277832
	Iteration 103Q: 3 clusters Score -2297900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2297913.750000 Penalty: 3345.277832
	Iteration 104Q: 3 clusters Score -2297914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2297918.750000 Penalty: 3345.277832
	Iteration 105Q: 3 clusters Score -2297919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2297927.750000 Penalty: 3345.277832
	Iteration 106Q: 3 clusters Score -2297928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2297935.000000 Penalty: 3345.277832
	Iteration 107Q: 3 clusters Score -2297935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2297944.500000 Penalty: 3345.277832
	Iteration 108Q: 3 clusters Score -2297944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2297950.000000 Penalty: 3345.277832
	Iteration 109Q: 3 clusters Score -2297950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -2297951.500000 Penalty: 3345.277832
	Iteration 110Q: 3 clusters Score -2297952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2297958.750000 Penalty: 3345.277832
	Iteration 111Q: 3 clusters Score -2297959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2297957 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2297959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2297960.750000 Penalty: 3345.277832
	Iteration 114Q: 3 clusters Score -2297961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2297959.250000 Penalty: 3345.277832
	Iteration 115Q: 3 clusters Score -2297959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2297960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2297958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2297966.250000 Penalty: 3345.277832
	Iteration 118Q: 3 clusters Score -2297966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2297969.000000 Penalty: 3345.277832
	Iteration 119Q: 3 clusters Score -2297969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2297971.000000 Penalty: 3345.277832
	Iteration 120F: 3 clusters Score -2297971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2297973.250000 Penalty: 3345.277832
	Iteration 121Q: 3 clusters Score -2297973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2297975.500000 Penalty: 3345.277832
	Iteration 122Q: 3 clusters Score -2297976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2297975 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2297977.750000 Penalty: 3345.277832
	Iteration 124Q: 3 clusters Score -2297978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2297980.750000 Penalty: 3345.277832
	Iteration 125Q: 3 clusters Score -2297981 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2297978 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2297980 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2297979.250000 Penalty: 3345.277832
	Iteration 128Q: 3 clusters Score -2297979 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2297976 nChanged 8
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Mstep: Class 1 contains 3793 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2297982 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2297982 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2297982 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2297982 nChanged 8
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2297982 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3827 members 
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Entering Unmasked Estep 
Score: -2297984.250000 Penalty: 3345.277832
	Iteration 135Q: 3 clusters Score -2297984 nChanged 2
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Mstep: Class 1 contains 3829 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2297986 nChanged 4
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Mstep: Class 1 contains 3833 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2297990 nChanged 4
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Mstep: Class 1 contains 3837 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2297988 nChanged 2
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Mstep: Class 1 contains 3839 members 
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	Iteration 139Q: 3 clusters Score -2297986 nChanged 2
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Mstep: Class 1 contains 3841 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2297986 nChanged 2
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2297986 nChanged 2
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	Iteration 142Q: 3 clusters Score -2297985 nChanged 2
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	Iteration 143Q: 3 clusters Score -2297986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2297986.250000 Penalty: 3345.277832
	Iteration 144Q: 3 clusters Score -2297986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2297986.250000 Penalty: 3345.277832
	Iteration 145F: 3 clusters Score -2297986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 178047 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76520 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 68560 members 
Mstep: Class 33 contains 25681 members 
Entering Unmasked Estep 
Score: -76313168.000000 Penalty: 73493.570312
Splitting cluster 22 changes total score from -76294152.000000 to -76313168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (45514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Entering Unmasked Estep 
Score: -3986652.000000 Penalty: 1742.938354
	Iteration 0F: 2 clusters Score -3986652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3956282.000000 Penalty: 3485.876709
	Iteration 0F: 3 clusters Score -3956282 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3968409.250000 Penalty: 3485.876709
	Iteration 1F: 3 clusters Score -3968409 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3969384.750000 Penalty: 3485.876709
	Iteration 2F: 3 clusters Score -3969385 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3970582.500000 Penalty: 3485.876709
	Iteration 3F: 3 clusters Score -3970582 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3972066.000000 Penalty: 3485.876709
	Iteration 4F: 3 clusters Score -3972066 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3973735.250000 Penalty: 3485.876709
	Iteration 5F: 3 clusters Score -3973735 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3975620.000000 Penalty: 3485.876709
	Iteration 6F: 3 clusters Score -3975620 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3977497.750000 Penalty: 3485.876709
	Iteration 7F: 3 clusters Score -3977498 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3979190.000000 Penalty: 3485.876709
	Iteration 8F: 3 clusters Score -3979190 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3980580.750000 Penalty: 3485.876709
	Iteration 9Q: 3 clusters Score -3980581 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3981575.250000 Penalty: 3485.876709
	Iteration 10Q: 3 clusters Score -3981575 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3982271.250000 Penalty: 3485.876709
	Iteration 11Q: 3 clusters Score -3982271 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3982748.750000 Penalty: 3485.876709
	Iteration 12Q: 3 clusters Score -3982749 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3983126.750000 Penalty: 3485.876709
	Iteration 13Q: 3 clusters Score -3983127 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3983460.750000 Penalty: 3485.876709
	Iteration 14Q: 3 clusters Score -3983461 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3983801.250000 Penalty: 3485.876709
	Iteration 15Q: 3 clusters Score -3983801 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3984148.000000 Penalty: 3485.876709
	Iteration 16Q: 3 clusters Score -3984148 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3984483.250000 Penalty: 3485.876709
	Iteration 17Q: 3 clusters Score -3984483 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3984771.750000 Penalty: 3485.876709
	Iteration 18Q: 3 clusters Score -3984772 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3985019.250000 Penalty: 3485.876709
	Iteration 19Q: 3 clusters Score -3985019 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3985247.750000 Penalty: 3485.876709
	Iteration 20F: 3 clusters Score -3985248 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3985392.250000 Penalty: 3485.876709
	Iteration 21Q: 3 clusters Score -3985392 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3985501.250000 Penalty: 3485.876709
	Iteration 22Q: 3 clusters Score -3985501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3985577.500000 Penalty: 3485.876709
	Iteration 23Q: 3 clusters Score -3985578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3985609.000000 Penalty: 3485.876709
	Iteration 24Q: 3 clusters Score -3985609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3985645.500000 Penalty: 3485.876709
	Iteration 25Q: 3 clusters Score -3985646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3985658.750000 Penalty: 3485.876709
	Iteration 26Q: 3 clusters Score -3985659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3985677.500000 Penalty: 3485.876709
	Iteration 27Q: 3 clusters Score -3985678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3985690.000000 Penalty: 3485.876709
	Iteration 28Q: 3 clusters Score -3985690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3985699.250000 Penalty: 3485.876709
	Iteration 29Q: 3 clusters Score -3985699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3985707.500000 Penalty: 3485.876709
	Iteration 30Q: 3 clusters Score -3985708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3985721.750000 Penalty: 3485.876709
	Iteration 31Q: 3 clusters Score -3985722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3985730.750000 Penalty: 3485.876709
	Iteration 32Q: 3 clusters Score -3985731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3985733.000000 Penalty: 3485.876709
	Iteration 33Q: 3 clusters Score -3985733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3985743.250000 Penalty: 3485.876709
	Iteration 34Q: 3 clusters Score -3985743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3985756.000000 Penalty: 3485.876709
	Iteration 35Q: 3 clusters Score -3985756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3985762.000000 Penalty: 3485.876709
	Iteration 36Q: 3 clusters Score -3985762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3985760.750000 Penalty: 3485.876709
	Iteration 37Q: 3 clusters Score -3985761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3985770.500000 Penalty: 3485.876709
	Iteration 38Q: 3 clusters Score -3985770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3985781.750000 Penalty: 3485.876709
	Iteration 39Q: 3 clusters Score -3985782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3985786.500000 Penalty: 3485.876709
	Iteration 40F: 3 clusters Score -3985786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3985789.000000 Penalty: 3485.876709
	Iteration 41Q: 3 clusters Score -3985789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3985791.000000 Penalty: 3485.876709
	Iteration 42Q: 3 clusters Score -3985791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3985797.750000 Penalty: 3485.876709
	Iteration 43Q: 3 clusters Score -3985798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3985802.250000 Penalty: 3485.876709
	Iteration 44Q: 3 clusters Score -3985802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3985802.250000 Penalty: 3485.876709
	Iteration 45Q: 3 clusters Score -3985802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3985807.250000 Penalty: 3485.876709
	Iteration 46Q: 3 clusters Score -3985807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3985815.000000 Penalty: 3485.876709
	Iteration 47Q: 3 clusters Score -3985815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3985815.250000 Penalty: 3485.876709
	Iteration 48Q: 3 clusters Score -3985815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3985820.500000 Penalty: 3485.876709
	Iteration 49Q: 3 clusters Score -3985820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3985827.000000 Penalty: 3485.876709
	Iteration 50Q: 3 clusters Score -3985827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3985831.750000 Penalty: 3485.876709
	Iteration 51Q: 3 clusters Score -3985832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3985833.500000 Penalty: 3485.876709
	Iteration 52Q: 3 clusters Score -3985834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3985833.500000 Penalty: 3485.876709
	Iteration 53F: 3 clusters Score -3985834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Entering Unmasked Estep 
Score: -6838704.500000 Penalty: 1827.362427
	Iteration 0F: 2 clusters Score -6838704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -6787398.500000 Penalty: 3654.724854
	Iteration 0F: 3 clusters Score -6787398 nChanged 36611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6808671.000000 Penalty: 3654.724854
	Iteration 1F: 3 clusters Score -6808671 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6809679.000000 Penalty: 3654.724854
	Iteration 2Q: 3 clusters Score -6809679 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6811161.500000 Penalty: 3654.724854
	Iteration 3Q: 3 clusters Score -6811162 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6813644.500000 Penalty: 3654.724854
	Iteration 4F: 3 clusters Score -6813644 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -6817169.000000 Penalty: 3654.724854
	Iteration 5F: 3 clusters Score -6817169 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -6821525.500000 Penalty: 3654.724854
	Iteration 6F: 3 clusters Score -6821526 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -6825863.500000 Penalty: 3654.724854
	Iteration 7F: 3 clusters Score -6825864 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -6829480.000000 Penalty: 3654.724854
	Iteration 8F: 3 clusters Score -6829480 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -6832267.500000 Penalty: 3654.724854
	Iteration 9Q: 3 clusters Score -6832268 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -6834228.500000 Penalty: 3654.724854
	Iteration 10Q: 3 clusters Score -6834228 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6835380.000000 Penalty: 3654.724854
	Iteration 11Q: 3 clusters Score -6835380 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6836050.500000 Penalty: 3654.724854
	Iteration 12Q: 3 clusters Score -6836050 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6836469.000000 Penalty: 3654.724854
	Iteration 13Q: 3 clusters Score -6836469 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6836682.500000 Penalty: 3654.724854
	Iteration 14Q: 3 clusters Score -6836682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6836828.000000 Penalty: 3654.724854
	Iteration 15Q: 3 clusters Score -6836828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6836945.000000 Penalty: 3654.724854
	Iteration 16Q: 3 clusters Score -6836945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6837026.000000 Penalty: 3654.724854
	Iteration 17Q: 3 clusters Score -6837026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6837074.500000 Penalty: 3654.724854
	Iteration 18Q: 3 clusters Score -6837074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6837124.000000 Penalty: 3654.724854
	Iteration 19Q: 3 clusters Score -6837124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6837144.000000 Penalty: 3654.724854
	Iteration 20F: 3 clusters Score -6837144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6837173.500000 Penalty: 3654.724854
	Iteration 21Q: 3 clusters Score -6837174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6837182.500000 Penalty: 3654.724854
	Iteration 22Q: 3 clusters Score -6837182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6837208.500000 Penalty: 3654.724854
	Iteration 23Q: 3 clusters Score -6837208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6837226.500000 Penalty: 3654.724854
	Iteration 24Q: 3 clusters Score -6837226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6837237.500000 Penalty: 3654.724854
	Iteration 25Q: 3 clusters Score -6837238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6837243.500000 Penalty: 3654.724854
	Iteration 26Q: 3 clusters Score -6837244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6837260.000000 Penalty: 3654.724854
	Iteration 27Q: 3 clusters Score -6837260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6837271.500000 Penalty: 3654.724854
	Iteration 28Q: 3 clusters Score -6837272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6837285.000000 Penalty: 3654.724854
	Iteration 29Q: 3 clusters Score -6837285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6837300.000000 Penalty: 3654.724854
	Iteration 30Q: 3 clusters Score -6837300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6837315.000000 Penalty: 3654.724854
	Iteration 31Q: 3 clusters Score -6837315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6837353.000000 Penalty: 3654.724854
	Iteration 32Q: 3 clusters Score -6837353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6837354.000000 Penalty: 3654.724854
	Iteration 33Q: 3 clusters Score -6837354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6837368.000000 Penalty: 3654.724854
	Iteration 34Q: 3 clusters Score -6837368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6837378.000000 Penalty: 3654.724854
	Iteration 35Q: 3 clusters Score -6837378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837391.500000 Penalty: 3654.724854
	Iteration 36Q: 3 clusters Score -6837392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6837407.500000 Penalty: 3654.724854
	Iteration 37Q: 3 clusters Score -6837408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6837429.500000 Penalty: 3654.724854
	Iteration 38Q: 3 clusters Score -6837430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6837438.000000 Penalty: 3654.724854
	Iteration 39Q: 3 clusters Score -6837438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6837453.500000 Penalty: 3654.724854
	Iteration 40F: 3 clusters Score -6837454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837456.000000 Penalty: 3654.724854
	Iteration 41Q: 3 clusters Score -6837456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6837464.500000 Penalty: 3654.724854
	Iteration 42Q: 3 clusters Score -6837464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6837474.500000 Penalty: 3654.724854
	Iteration 43Q: 3 clusters Score -6837474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6837509.500000 Penalty: 3654.724854
	Iteration 44Q: 3 clusters Score -6837510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6837506.500000 Penalty: 3654.724854
	Iteration 45Q: 3 clusters Score -6837506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6837516.000000 Penalty: 3654.724854
	Iteration 46Q: 3 clusters Score -6837516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6837526.000000 Penalty: 3654.724854
	Iteration 47Q: 3 clusters Score -6837526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6837530.500000 Penalty: 3654.724854
	Iteration 48Q: 3 clusters Score -6837530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6837533.000000 Penalty: 3654.724854
	Iteration 49Q: 3 clusters Score -6837533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6837540.000000 Penalty: 3654.724854
	Iteration 50Q: 3 clusters Score -6837540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6837539.500000 Penalty: 3654.724854
	Iteration 51Q: 3 clusters Score -6837540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6837545.000000 Penalty: 3654.724854
	Iteration 52Q: 3 clusters Score -6837545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6837545.000000 Penalty: 3654.724854
	Iteration 53Q: 3 clusters Score -6837545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6837551.000000 Penalty: 3654.724854
	Iteration 54Q: 3 clusters Score -6837551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6837550.500000 Penalty: 3654.724854
	Iteration 55Q: 3 clusters Score -6837550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6837552.000000 Penalty: 3654.724854
	Iteration 56Q: 3 clusters Score -6837552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837562.500000 Penalty: 3654.724854
	Iteration 57Q: 3 clusters Score -6837562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837553.500000 Penalty: 3654.724854
	Iteration 58Q: 3 clusters Score -6837554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6837566.500000 Penalty: 3654.724854
	Iteration 59Q: 3 clusters Score -6837566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6837595.000000 Penalty: 3654.724854
	Iteration 60F: 3 clusters Score -6837595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6837603.000000 Penalty: 3654.724854
	Iteration 61Q: 3 clusters Score -6837603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6837619.500000 Penalty: 3654.724854
	Iteration 62Q: 3 clusters Score -6837620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6837630.000000 Penalty: 3654.724854
	Iteration 63Q: 3 clusters Score -6837630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6837631.000000 Penalty: 3654.724854
	Iteration 64Q: 3 clusters Score -6837631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6837635.000000 Penalty: 3654.724854
	Iteration 65Q: 3 clusters Score -6837635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6837641.000000 Penalty: 3654.724854
	Iteration 66Q: 3 clusters Score -6837641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6837649.000000 Penalty: 3654.724854
	Iteration 67Q: 3 clusters Score -6837649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6837662.500000 Penalty: 3654.724854
	Iteration 68Q: 3 clusters Score -6837662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837677.000000 Penalty: 3654.724854
	Iteration 69Q: 3 clusters Score -6837677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6837684.500000 Penalty: 3654.724854
	Iteration 70Q: 3 clusters Score -6837684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6837690.000000 Penalty: 3654.724854
	Iteration 71Q: 3 clusters Score -6837690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6837699.000000 Penalty: 3654.724854
	Iteration 72Q: 3 clusters Score -6837699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6837698.000000 Penalty: 3654.724854
	Iteration 73Q: 3 clusters Score -6837698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6837706.000000 Penalty: 3654.724854
	Iteration 74Q: 3 clusters Score -6837706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6837703.500000 Penalty: 3654.724854
	Iteration 75Q: 3 clusters Score -6837704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6837710.500000 Penalty: 3654.724854
	Iteration 76Q: 3 clusters Score -6837710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6837726.500000 Penalty: 3654.724854
	Iteration 77Q: 3 clusters Score -6837726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6837724.500000 Penalty: 3654.724854
	Iteration 78Q: 3 clusters Score -6837724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6837721.500000 Penalty: 3654.724854
	Iteration 79Q: 3 clusters Score -6837722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6837724.500000 Penalty: 3654.724854
	Iteration 80F: 3 clusters Score -6837724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6837726.000000 Penalty: 3654.724854
	Iteration 81Q: 3 clusters Score -6837726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6837734.500000 Penalty: 3654.724854
	Iteration 82Q: 3 clusters Score -6837734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6837739.500000 Penalty: 3654.724854
	Iteration 83Q: 3 clusters Score -6837740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6837745.000000 Penalty: 3654.724854
	Iteration 84Q: 3 clusters Score -6837745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6837750.000000 Penalty: 3654.724854
	Iteration 85Q: 3 clusters Score -6837750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6837754.000000 Penalty: 3654.724854
	Iteration 86Q: 3 clusters Score -6837754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6837750.500000 Penalty: 3654.724854
	Iteration 87Q: 3 clusters Score -6837750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6837753.500000 Penalty: 3654.724854
	Iteration 88Q: 3 clusters Score -6837754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6837762.500000 Penalty: 3654.724854
	Iteration 89Q: 3 clusters Score -6837762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6837765.500000 Penalty: 3654.724854
	Iteration 90Q: 3 clusters Score -6837766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6837769.000000 Penalty: 3654.724854
	Iteration 91Q: 3 clusters Score -6837769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6837776.500000 Penalty: 3654.724854
	Iteration 92Q: 3 clusters Score -6837776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6837778.500000 Penalty: 3654.724854
	Iteration 93Q: 3 clusters Score -6837778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6837782.000000 Penalty: 3654.724854
	Iteration 94Q: 3 clusters Score -6837782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6837787.500000 Penalty: 3654.724854
	Iteration 95Q: 3 clusters Score -6837788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6837781.000000 Penalty: 3654.724854
	Iteration 96Q: 3 clusters Score -6837781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6837784.000000 Penalty: 3654.724854
	Iteration 97Q: 3 clusters Score -6837784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6837790.500000 Penalty: 3654.724854
	Iteration 98Q: 3 clusters Score -6837790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6837784.500000 Penalty: 3654.724854
	Iteration 99Q: 3 clusters Score -6837784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6837784.500000 Penalty: 3654.724854
	Iteration 100F: 3 clusters Score -6837784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6837787.000000 Penalty: 3654.724854
	Iteration 101Q: 3 clusters Score -6837787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6837787.000000 Penalty: 3654.724854
	Iteration 102F: 3 clusters Score -6837787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -124013.390625 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -124013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122242.648438 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -122242.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122615.898438 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -122615.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122747.500000 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -122747.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122816.156250 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -122816.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122885.031250 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -122885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122944.734375 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -122944.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123000.734375 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -123000.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123047.617188 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -123047.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123088.750000 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -123088.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123124.625000 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -123124.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123153.546875 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -123153.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123168.578125 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -123168.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123188.820312 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -123188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123202.226562 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -123202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123207.140625 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -123207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123210.687500 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -123210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123217.851562 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -123217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123223.234375 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -123223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123227.781250 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -123227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123231.476562 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -123231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123232.234375 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -123232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -466883.968750 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -466884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -462663.531250 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -462663.5 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -464106.156250 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -464106.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -464486.750000 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -464486.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -464755.375000 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -464755.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -464980.437500 Penalty: 2800.890381
	Iteration 4F: 3 clusters Score -464980.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -465191.687500 Penalty: 2800.890381
	Iteration 5F: 3 clusters Score -465191.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -465424.625000 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -465424.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -465681.906250 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -465681.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -466001.062500 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -466001.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -466291.218750 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -466291.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -466495.843750 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -466495.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -466614.125000 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -466614.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -466671.406250 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -466671.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -466694.250000 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -466694.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -466706.500000 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -466706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -466710.906250 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -466710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -466715.843750 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -466715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -466718.781250 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -466718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -466722.937500 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -466722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -466725.250000 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -466725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -466726.531250 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -466726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -126460.210938 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -126460.2 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 948 members 
Entering Unmasked Estep 
Score: -124480.109375 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -124480.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -125070.171875 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -125070.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -125243.304688 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -125243.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -125366.273438 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -125366.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -125491.781250 Penalty: 2454.818115
	Iteration 4F: 3 clusters Score -125491.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -125601.289062 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -125601.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -125702.546875 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -125702.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -125781.812500 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -125781.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -125836.609375 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -125836.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -125881.968750 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -125882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -125925.492188 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -125925.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -125954.007812 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -125954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -125972.015625 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -125972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -125987.265625 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -125987.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -125997.265625 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -125997.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -126017.468750 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -126017.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -126038.664062 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -126038.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -126067.945312 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -126067.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -126102.882812 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -126102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -126141.164062 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -126141.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126170.648438 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -126170.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -126192.226562 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -126192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -126204.484375 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -126204.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -126209.234375 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -126209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -126212.781250 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -126212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126216.695312 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -126216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126218.554688 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -126218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -126221.695312 Penalty: 2454.818115
	Iteration 27Q: 3 clusters Score -126221.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -126227.585938 Penalty: 2454.818115
	Iteration 28Q: 3 clusters Score -126227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -126227.992188 Penalty: 2454.818115
	Iteration 29Q: 3 clusters Score -126228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -126228.195312 Penalty: 2454.818115
	Iteration 30Q: 3 clusters Score -126228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -126229.757812 Penalty: 2454.818115
	Iteration 31Q: 3 clusters Score -126229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -126231.085938 Penalty: 2454.818115
	Iteration 32Q: 3 clusters Score -126231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -126232.851562 Penalty: 2454.818115
	Iteration 33Q: 3 clusters Score -126232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -126236.023438 Penalty: 2454.818115
	Iteration 34Q: 3 clusters Score -126236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -126242.179688 Penalty: 2454.818115
	Iteration 35Q: 3 clusters Score -126242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -126245.726562 Penalty: 2454.818115
	Iteration 36Q: 3 clusters Score -126245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -126248.265625 Penalty: 2454.818115
	Iteration 37Q: 3 clusters Score -126248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -126251.062500 Penalty: 2454.818115
	Iteration 38Q: 3 clusters Score -126251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -126258.843750 Penalty: 2454.818115
	Iteration 39Q: 3 clusters Score -126258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -126263.265625 Penalty: 2454.818115
	Iteration 40F: 3 clusters Score -126263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -126267.695312 Penalty: 2454.818115
	Iteration 41Q: 3 clusters Score -126267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -126272.375000 Penalty: 2454.818115
	Iteration 42Q: 3 clusters Score -126272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -126273.953125 Penalty: 2454.818115
	Iteration 43Q: 3 clusters Score -126274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -126274.531250 Penalty: 2454.818115
	Iteration 44Q: 3 clusters Score -126274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -126274.843750 Penalty: 2454.818115
	Iteration 45Q: 3 clusters Score -126274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -126275.226562 Penalty: 2454.818115
	Iteration 46Q: 3 clusters Score -126275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -126275.226562 Penalty: 2454.818115
	Iteration 47F: 3 clusters Score -126275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -74782.851562 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -74782.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73339.093750 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -73339.09 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73611.570312 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -73611.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73720.046875 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -73720.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73789.328125 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -73789.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73859.789062 Penalty: 2230.396240
	Iteration 4F: 3 clusters Score -73859.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -73935.640625 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -73935.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74003.476562 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -74003.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74075.960938 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -74075.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74138.812500 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -74138.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74170.093750 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -74170.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74188.992188 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -74188.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74199.085938 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -74199.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74202.125000 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -74202.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74203.101562 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -74203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74203.687500 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -74203.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74204.117188 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -74204.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74204.742188 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -74204.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74204.742188 Penalty: 2230.396240
	Iteration 17F: 3 clusters Score -74204.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -129994.062500 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -129994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128159.109375 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -128159.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128514.421875 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -128514.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -128600.648438 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -128600.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128655.234375 Penalty: 2400.200195
	Iteration 3Q: 3 clusters Score -128655.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -128684.078125 Penalty: 2400.200195
	Iteration 4Q: 3 clusters Score -128684.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -128699.976562 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -128700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128716.757812 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -128716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128734.921875 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -128734.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128750.125000 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -128750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128763.664062 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -128763.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -128777.500000 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -128777.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -128791.281250 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -128791.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128801.632812 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -128801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128808.726562 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -128808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128815.492188 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -128815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128824.734375 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -128824.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128834.656250 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -128834.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -128846.953125 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -128847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128859.750000 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -128859.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128871.265625 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -128871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128881.117188 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -128881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128887.843750 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -128887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128895.625000 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -128895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128901.179688 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -128901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128909.382812 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -128909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128915.625000 Penalty: 2400.200195
	Iteration 25Q: 3 clusters Score -128915.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128927.289062 Penalty: 2400.200195
	Iteration 26Q: 3 clusters Score -128927.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128939.679688 Penalty: 2400.200195
	Iteration 27Q: 3 clusters Score -128939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128948.234375 Penalty: 2400.200195
	Iteration 28Q: 3 clusters Score -128948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128956.984375 Penalty: 2400.200195
	Iteration 29Q: 3 clusters Score -128957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128966.054688 Penalty: 2400.200195
	Iteration 30Q: 3 clusters Score -128966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128972.953125 Penalty: 2400.200195
	Iteration 31Q: 3 clusters Score -128973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128977.195312 Penalty: 2400.200195
	Iteration 32Q: 3 clusters Score -128977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128979.429688 Penalty: 2400.200195
	Iteration 33Q: 3 clusters Score -128979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128985.320312 Penalty: 2400.200195
	Iteration 34Q: 3 clusters Score -128985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128996.031250 Penalty: 2400.200195
	Iteration 35Q: 3 clusters Score -128996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129003.632812 Penalty: 2400.200195
	Iteration 36Q: 3 clusters Score -129003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129013.164062 Penalty: 2400.200195
	Iteration 37Q: 3 clusters Score -129013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129018.921875 Penalty: 2400.200195
	Iteration 38Q: 3 clusters Score -129018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129020.710938 Penalty: 2400.200195
	Iteration 39Q: 3 clusters Score -129020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129023.156250 Penalty: 2400.200195
	Iteration 40F: 3 clusters Score -129023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129026.125000 Penalty: 2400.200195
	Iteration 41Q: 3 clusters Score -129026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129029.656250 Penalty: 2400.200195
	Iteration 42Q: 3 clusters Score -129029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129031.187500 Penalty: 2400.200195
	Iteration 43Q: 3 clusters Score -129031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129032.460938 Penalty: 2400.200195
	Iteration 44Q: 3 clusters Score -129032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -129034.640625 Penalty: 2400.200195
	Iteration 45Q: 3 clusters Score -129034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129036.171875 Penalty: 2400.200195
	Iteration 46Q: 3 clusters Score -129036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129036.250000 Penalty: 2400.200195
	Iteration 47Q: 3 clusters Score -129036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129036.250000 Penalty: 2400.200195
	Iteration 48F: 3 clusters Score -129036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -64249.613281 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -64249.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -62890.460938 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -62890.46 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63392.093750 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -63392.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63618.617188 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -63618.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63748.468750 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -63748.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63857.960938 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -63857.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63907.535156 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -63907.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63940.015625 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -63940.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -63972.617188 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -63972.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64006.871094 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -64006.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -64034.730469 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -64034.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64051.886719 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -64051.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64076.742188 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -64076.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64086.593750 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -64086.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64097.601562 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -64097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64113.687500 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -64113.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64123.164062 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -64123.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -64130.992188 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -64130.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64134.609375 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -64134.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -64143.847656 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -64143.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64148.976562 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -64148.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64156.164062 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -64156.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -64161.390625 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -64161.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64172.855469 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -64172.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64178.707031 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -64178.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64181.566406 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -64181.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -64190.718750 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -64190.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64192.812500 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -64192.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64194.566406 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -64194.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64195.859375 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -64195.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64195.859375 Penalty: 2237.125244
	Iteration 29F: 3 clusters Score -64195.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -453610.375000 Penalty: 1396.550049
	Iteration 0F: 2 clusters Score -453610.4 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 2743 members 
Entering Unmasked Estep 
Score: -449380.187500 Penalty: 2793.100098
	Iteration 0F: 3 clusters Score -449380.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -450631.093750 Penalty: 2793.100098
	Iteration 1F: 3 clusters Score -450631.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -450938.125000 Penalty: 2793.100098
	Iteration 2F: 3 clusters Score -450938.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -451259.500000 Penalty: 2793.100098
	Iteration 3F: 3 clusters Score -451259.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -451556.562500 Penalty: 2793.100098
	Iteration 4F: 3 clusters Score -451556.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -451852.500000 Penalty: 2793.100098
	Iteration 5F: 3 clusters Score -451852.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -452161.718750 Penalty: 2793.100098
	Iteration 6F: 3 clusters Score -452161.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -452392.000000 Penalty: 2793.100098
	Iteration 7Q: 3 clusters Score -452392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -452540.468750 Penalty: 2793.100098
	Iteration 8Q: 3 clusters Score -452540.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -452626.812500 Penalty: 2793.100098
	Iteration 9Q: 3 clusters Score -452626.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -452691.187500 Penalty: 2793.100098
	Iteration 10Q: 3 clusters Score -452691.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -452727.687500 Penalty: 2793.100098
	Iteration 11Q: 3 clusters Score -452727.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -452759.375000 Penalty: 2793.100098
	Iteration 12Q: 3 clusters Score -452759.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -452784.875000 Penalty: 2793.100098
	Iteration 13Q: 3 clusters Score -452784.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -452804.812500 Penalty: 2793.100098
	Iteration 14Q: 3 clusters Score -452804.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -452819.843750 Penalty: 2793.100098
	Iteration 15Q: 3 clusters Score -452819.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -452828.937500 Penalty: 2793.100098
	Iteration 16Q: 3 clusters Score -452828.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -452838.687500 Penalty: 2793.100098
	Iteration 17Q: 3 clusters Score -452838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -452845.656250 Penalty: 2793.100098
	Iteration 18Q: 3 clusters Score -452845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -452848.406250 Penalty: 2793.100098
	Iteration 19Q: 3 clusters Score -452848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -452850.187500 Penalty: 2793.100098
	Iteration 20F: 3 clusters Score -452850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -452852.406250 Penalty: 2793.100098
	Iteration 21Q: 3 clusters Score -452852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -452853.218750 Penalty: 2793.100098
	Iteration 22Q: 3 clusters Score -452853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -452856.312500 Penalty: 2793.100098
	Iteration 23Q: 3 clusters Score -452856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -452858.187500 Penalty: 2793.100098
	Iteration 24Q: 3 clusters Score -452858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -452859.468750 Penalty: 2793.100098
	Iteration 25Q: 3 clusters Score -452859.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -452860.343750 Penalty: 2793.100098
	Iteration 26Q: 3 clusters Score -452860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452860.750000 Penalty: 2793.100098
	Iteration 27Q: 3 clusters Score -452860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -452861.156250 Penalty: 2793.100098
	Iteration 28Q: 3 clusters Score -452861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -452861.375000 Penalty: 2793.100098
	Iteration 29Q: 3 clusters Score -452861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -452861.781250 Penalty: 2793.100098
	Iteration 30Q: 3 clusters Score -452861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -452861.468750 Penalty: 2793.100098
	Iteration 31Q: 3 clusters Score -452861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -452861.656250 Penalty: 2793.100098
	Iteration 32Q: 3 clusters Score -452861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -452861.687500 Penalty: 2793.100098
	Iteration 33Q: 3 clusters Score -452861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -452862.062500 Penalty: 2793.100098
	Iteration 34Q: 3 clusters Score -452862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -452861.906250 Penalty: 2793.100098
	Iteration 35Q: 3 clusters Score -452861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -452862.718750 Penalty: 2793.100098
	Iteration 36Q: 3 clusters Score -452862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -452863.031250 Penalty: 2793.100098
	Iteration 37Q: 3 clusters Score -452863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -452862.656250 Penalty: 2793.100098
	Iteration 38Q: 3 clusters Score -452862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -452863.312500 Penalty: 2793.100098
	Iteration 39Q: 3 clusters Score -452863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -452863.062500 Penalty: 2793.100098
	Iteration 40F: 3 clusters Score -452863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 6316 members 
Mstep: Class 5 contains 178047 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 138383 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4523 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 11645 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 45514 members 
Mstep: Class 24 contains 76520 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 976 members 
Mstep: Class 31 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315664.000000 Penalty: 73493.570312
Iteration 159Q: 34 clusters Score -7.631566e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 31184 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 176527 members 
Mstep: Class 6 contains 18635 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 18760 members 
Mstep: Class 9 contains 139121 members 
Mstep: Class 10 contains 10277 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 82075 members 
Mstep: Class 17 contains 33686 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 34279 members 
Mstep: Class 20 contains 11715 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 45548 members 
Mstep: Class 24 contains 76550 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 1933 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 5415 members 
Mstep: Class 32 contains 66947 members 
Mstep: Class 33 contains 24827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76318760.000000 Penalty: 73493.570312
Iteration 160F: 34 clusters Score -7.631876e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 175752 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 17462 members 
Mstep: Class 9 contains 139263 members 
Mstep: Class 10 contains 10280 members 
Mstep: Class 11 contains 1458 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 25940 members 
Mstep: Class 16 contains 81796 members 
Mstep: Class 17 contains 32945 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 11718 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 45515 members 
Mstep: Class 24 contains 76470 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 1937 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 982 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 69549 members 
Mstep: Class 33 contains 25307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76320632.000000 Penalty: 73493.570312
Iteration 161Q: 34 clusters Score -7.632063e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 13058 members 
Mstep: Class 3 contains 30871 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 175553 members 
Mstep: Class 6 contains 18498 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 16563 members 
Mstep: Class 9 contains 139283 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 4553 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 25937 members 
Mstep: Class 16 contains 81585 members 
Mstep: Class 17 contains 32219 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34097 members 
Mstep: Class 20 contains 11720 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 4481 members 
Mstep: Class 23 contains 45489 members 
Mstep: Class 24 contains 76425 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 1948 members 
Mstep: Class 28 contains 958 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 985 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 71385 members 
Mstep: Class 33 contains 25566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76321848.000000 Penalty: 73493.570312
Iteration 162Q: 34 clusters Score -7.632185e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 30781 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 175519 members 
Mstep: Class 6 contains 18454 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 15836 members 
Mstep: Class 9 contains 139263 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 25937 members 
Mstep: Class 16 contains 81433 members 
Mstep: Class 17 contains 31480 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 45479 members 
Mstep: Class 24 contains 76390 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 72957 members 
Mstep: Class 33 contains 25739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322568.000000 Penalty: 73493.570312
Iteration 163Q: 34 clusters Score -7.632257e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 30708 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 175531 members 
Mstep: Class 6 contains 18410 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 15222 members 
Mstep: Class 9 contains 139212 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 1479 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 25937 members 
Mstep: Class 16 contains 81333 members 
Mstep: Class 17 contains 30770 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 33948 members 
Mstep: Class 20 contains 11734 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 4748 members 
Mstep: Class 23 contains 45475 members 
Mstep: Class 24 contains 76363 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 1978 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 991 members 
Mstep: Class 31 contains 5376 members 
Mstep: Class 32 contains 74356 members 
Mstep: Class 33 contains 25834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76322848.000000 Penalty: 73493.570312
Iteration 164Q: 34 clusters Score -7.632285e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 30649 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 175562 members 
Mstep: Class 6 contains 18379 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 14740 members 
Mstep: Class 9 contains 139173 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 4482 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 25932 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 30059 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33877 members 
Mstep: Class 20 contains 11742 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4854 members 
Mstep: Class 23 contains 45473 members 
Mstep: Class 24 contains 76349 members 
Mstep: Class 25 contains 1500 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 1993 members 
Mstep: Class 28 contains 959 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 990 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 75613 members 
Mstep: Class 33 contains 25900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323384.000000 Penalty: 73493.570312
Iteration 165Q: 34 clusters Score -7.632338e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 30604 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 175606 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 7 contains 3100 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 139110 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 4456 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 25928 members 
Mstep: Class 16 contains 81201 members 
Mstep: Class 17 contains 29383 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 45455 members 
Mstep: Class 24 contains 76337 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 5491 members 
Mstep: Class 27 contains 2004 members 
Mstep: Class 28 contains 960 members 
Mstep: Class 29 contains 1616 members 
Mstep: Class 30 contains 992 members 
Mstep: Class 31 contains 5370 members 
Mstep: Class 32 contains 76715 members 
Mstep: Class 33 contains 25948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323640.000000 Penalty: 73493.570312
Iteration 166Q: 34 clusters Score -7.632364e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 30580 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 175632 members 
Mstep: Class 6 contains 18317 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 14078 members 
Mstep: Class 9 contains 138989 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4160 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 25923 members 
Mstep: Class 16 contains 81173 members 
Mstep: Class 17 contains 28747 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33740 members 
Mstep: Class 20 contains 11748 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 45444 members 
Mstep: Class 24 contains 76330 members 
Mstep: Class 25 contains 1491 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 995 members 
Mstep: Class 31 contains 5369 members 
Mstep: Class 32 contains 77727 members 
Mstep: Class 33 contains 25982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76323752.000000 Penalty: 73493.570312
Iteration 167Q: 34 clusters Score -7.632375e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 3 contains 30552 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 175609 members 
Mstep: Class 6 contains 18298 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 13855 members 
Mstep: Class 9 contains 138915 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 25916 members 
Mstep: Class 16 contains 81148 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33688 members 
Mstep: Class 20 contains 11747 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 45428 members 
Mstep: Class 24 contains 76322 members 
Mstep: Class 25 contains 1488 members 
Mstep: Class 26 contains 5479 members 
Mstep: Class 27 contains 2026 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 995 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 78672 members 
Mstep: Class 33 contains 26009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324256.000000 Penalty: 73493.570312
Iteration 168Q: 34 clusters Score -7.632426e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 12802 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 175599 members 
Mstep: Class 6 contains 18284 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 138868 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 25911 members 
Mstep: Class 16 contains 81120 members 
Mstep: Class 17 contains 27544 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33640 members 
Mstep: Class 20 contains 11747 members 
Mstep: Class 21 contains 2153 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 45407 members 
Mstep: Class 24 contains 76309 members 
Mstep: Class 25 contains 1486 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 2035 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1619 members 
Mstep: Class 30 contains 993 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 79543 members 
Mstep: Class 33 contains 26022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324568.000000 Penalty: 73493.570312
Iteration 169Q: 34 clusters Score -7.632457e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 30519 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 175598 members 
Mstep: Class 6 contains 18273 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 13481 members 
Mstep: Class 9 contains 138808 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 4341 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 25904 members 
Mstep: Class 16 contains 81114 members 
Mstep: Class 17 contains 26982 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33610 members 
Mstep: Class 20 contains 11749 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 45401 members 
Mstep: Class 24 contains 76292 members 
Mstep: Class 25 contains 1483 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 2037 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 993 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 80319 members 
Mstep: Class 33 contains 26019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324440.000000 Penalty: 73493.570312
Iteration 170Q: 34 clusters Score -7.632444e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 12760 members 
Mstep: Class 3 contains 30504 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 175623 members 
Mstep: Class 6 contains 18267 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 13313 members 
Mstep: Class 9 contains 138766 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 4320 members 
Mstep: Class 14 contains 12817 members 
Mstep: Class 15 contains 25896 members 
Mstep: Class 16 contains 81115 members 
Mstep: Class 17 contains 26430 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33567 members 
Mstep: Class 20 contains 11752 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 45390 members 
Mstep: Class 24 contains 76292 members 
Mstep: Class 25 contains 1482 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 2040 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 993 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 81040 members 
Mstep: Class 33 contains 26023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324560.000000 Penalty: 73493.570312
Iteration 171Q: 34 clusters Score -7.632456e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 12749 members 
Mstep: Class 3 contains 30494 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 175627 members 
Mstep: Class 6 contains 18257 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 13171 members 
Mstep: Class 9 contains 138721 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 25891 members 
Mstep: Class 16 contains 81129 members 
Mstep: Class 17 contains 25915 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33532 members 
Mstep: Class 20 contains 11753 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 45381 members 
Mstep: Class 24 contains 76286 members 
Mstep: Class 25 contains 1481 members 
Mstep: Class 26 contains 5463 members 
Mstep: Class 27 contains 2046 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 81700 members 
Mstep: Class 33 contains 26019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324688.000000 Penalty: 73493.570312
Iteration 172Q: 34 clusters Score -7.632469e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 30491 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 175630 members 
Mstep: Class 6 contains 18253 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 138708 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 16 contains 81161 members 
Mstep: Class 17 contains 25405 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 11754 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 45378 members 
Mstep: Class 24 contains 76253 members 
Mstep: Class 25 contains 1479 members 
Mstep: Class 26 contains 5455 members 
Mstep: Class 27 contains 2049 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 82293 members 
Mstep: Class 33 contains 26008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324552.000000 Penalty: 73493.570312
Iteration 173Q: 34 clusters Score -7.632455e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 30482 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 175614 members 
Mstep: Class 6 contains 18243 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 138671 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 16 contains 81167 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 33474 members 
Mstep: Class 20 contains 11755 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 45363 members 
Mstep: Class 24 contains 76240 members 
Mstep: Class 25 contains 1478 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 2054 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 82880 members 
Mstep: Class 33 contains 26005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324760.000000 Penalty: 73493.570312
Iteration 174Q: 34 clusters Score -7.632476e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 30474 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 175604 members 
Mstep: Class 6 contains 18229 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 138662 members 
Mstep: Class 10 contains 10274 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 4235 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 25880 members 
Mstep: Class 16 contains 81180 members 
Mstep: Class 17 contains 24400 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 33450 members 
Mstep: Class 20 contains 11755 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 45353 members 
Mstep: Class 24 contains 76231 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 995 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 83439 members 
Mstep: Class 33 contains 25993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324744.000000 Penalty: 73493.570312
Iteration 175Q: 34 clusters Score -7.632474e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 12726 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 175579 members 
Mstep: Class 6 contains 18213 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 12856 members 
Mstep: Class 9 contains 138627 members 
Mstep: Class 10 contains 10274 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 4219 members 
Mstep: Class 14 contains 12825 members 
Mstep: Class 15 contains 25879 members 
Mstep: Class 16 contains 81180 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 33430 members 
Mstep: Class 20 contains 11756 members 
Mstep: Class 21 contains 2154 members 
Mstep: Class 22 contains 5319 members 
Mstep: Class 23 contains 45347 members 
Mstep: Class 24 contains 76212 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 5459 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 996 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 83986 members 
Mstep: Class 33 contains 26001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324880.000000 Penalty: 73493.570312
Iteration 176Q: 34 clusters Score -7.632488e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 12723 members 
Mstep: Class 3 contains 30458 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 175578 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 138576 members 
Mstep: Class 10 contains 10280 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 25875 members 
Mstep: Class 16 contains 81190 members 
Mstep: Class 17 contains 23379 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 33401 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 45348 members 
Mstep: Class 24 contains 76195 members 
Mstep: Class 25 contains 1475 members 
Mstep: Class 26 contains 5455 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 997 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 84507 members 
Mstep: Class 33 contains 26007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324896.000000 Penalty: 73493.570312
Iteration 177Q: 34 clusters Score -7.63249e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 12708 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 175581 members 
Mstep: Class 6 contains 18200 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 138545 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 25866 members 
Mstep: Class 16 contains 81213 members 
Mstep: Class 17 contains 22905 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 45348 members 
Mstep: Class 24 contains 76180 members 
Mstep: Class 25 contains 1474 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 2063 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 996 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 84966 members 
Mstep: Class 33 contains 26014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324960.000000 Penalty: 73493.570312
Iteration 178Q: 34 clusters Score -7.632496e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 12699 members 
Mstep: Class 3 contains 30442 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175596 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 12740 members 
Mstep: Class 9 contains 138539 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 12850 members 
Mstep: Class 15 contains 25853 members 
Mstep: Class 16 contains 81242 members 
Mstep: Class 17 contains 22466 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 33355 members 
Mstep: Class 20 contains 11761 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5382 members 
Mstep: Class 23 contains 45332 members 
Mstep: Class 24 contains 76173 members 
Mstep: Class 25 contains 1472 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 996 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 85392 members 
Mstep: Class 33 contains 26014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76324864.000000 Penalty: 73493.570312
Iteration 179Q: 34 clusters Score -7.632486e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 12689 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175601 members 
Mstep: Class 6 contains 18192 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 12679 members 
Mstep: Class 9 contains 138528 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 12856 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 81278 members 
Mstep: Class 17 contains 22067 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33335 members 
Mstep: Class 20 contains 11761 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 45328 members 
Mstep: Class 24 contains 76155 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 997 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 85791 members 
Mstep: Class 33 contains 26007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325264.000000 Penalty: 73493.570312
Iteration 180F: 34 clusters Score -7.632526e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 30432 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175600 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 3232 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 138482 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4142 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 81315 members 
Mstep: Class 17 contains 21656 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33314 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5419 members 
Mstep: Class 23 contains 45331 members 
Mstep: Class 24 contains 76136 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5459 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1001 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 86212 members 
Mstep: Class 33 contains 25998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325392.000000 Penalty: 73493.570312
Iteration 181Q: 34 clusters Score -7.632539e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 175581 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12592 members 
Mstep: Class 9 contains 138445 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25846 members 
Mstep: Class 16 contains 81333 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33301 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 45325 members 
Mstep: Class 24 contains 76128 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5458 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 86576 members 
Mstep: Class 33 contains 25987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325240.000000 Penalty: 73493.570312
Iteration 182Q: 34 clusters Score -7.632524e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175568 members 
Mstep: Class 6 contains 18181 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 138392 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 4113 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 81331 members 
Mstep: Class 17 contains 20986 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33284 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 45327 members 
Mstep: Class 24 contains 76110 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1003 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 86924 members 
Mstep: Class 33 contains 25979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325456.000000 Penalty: 73493.570312
Iteration 183Q: 34 clusters Score -7.632546e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 12644 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175566 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 138350 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 4098 members 
Mstep: Class 14 contains 12852 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 81345 members 
Mstep: Class 17 contains 20718 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33261 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5475 members 
Mstep: Class 23 contains 45325 members 
Mstep: Class 24 contains 76091 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 2063 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1619 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 87238 members 
Mstep: Class 33 contains 25979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325360.000000 Penalty: 73493.570312
Iteration 184Q: 34 clusters Score -7.632536e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175570 members 
Mstep: Class 6 contains 18169 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 138310 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 12851 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 81365 members 
Mstep: Class 17 contains 20450 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33237 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 45321 members 
Mstep: Class 24 contains 76061 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 5458 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 87527 members 
Mstep: Class 33 contains 25966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325392.000000 Penalty: 73493.570312
Iteration 185Q: 34 clusters Score -7.632539e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 175565 members 
Mstep: Class 6 contains 18167 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 12474 members 
Mstep: Class 9 contains 138274 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4072 members 
Mstep: Class 14 contains 12852 members 
Mstep: Class 15 contains 25841 members 
Mstep: Class 16 contains 81381 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33214 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 45319 members 
Mstep: Class 24 contains 76024 members 
Mstep: Class 25 contains 1466 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 87840 members 
Mstep: Class 33 contains 25965 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -7.632543e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 12620 members 
Mstep: Class 3 contains 30419 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 175557 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12444 members 
Mstep: Class 9 contains 138201 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81408 members 
Mstep: Class 17 contains 19884 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33202 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5512 members 
Mstep: Class 23 contains 45316 members 
Mstep: Class 24 contains 76001 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5447 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1014 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 88161 members 
Mstep: Class 33 contains 25952 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -7.632562e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 12610 members 
Mstep: Class 3 contains 30418 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 175557 members 
Mstep: Class 6 contains 18162 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 12425 members 
Mstep: Class 9 contains 138129 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81434 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33188 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 45332 members 
Mstep: Class 24 contains 75971 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 88468 members 
Mstep: Class 33 contains 25932 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -7.632551e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 12607 members 
Mstep: Class 3 contains 30419 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 175558 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 12413 members 
Mstep: Class 9 contains 138040 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81462 members 
Mstep: Class 17 contains 19334 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33170 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 45350 members 
Mstep: Class 24 contains 75943 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 88763 members 
Mstep: Class 33 contains 25923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325608.000000 Penalty: 73493.570312
Iteration 189Q: 34 clusters Score -7.632561e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 30417 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 175557 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 3221 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 137932 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81475 members 
Mstep: Class 17 contains 19129 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33161 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5543 members 
Mstep: Class 23 contains 45372 members 
Mstep: Class 24 contains 75921 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 5369 members 
Mstep: Class 32 contains 89031 members 
Mstep: Class 33 contains 25925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325728.000000 Penalty: 73493.570312
Iteration 190Q: 34 clusters Score -7.632573e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 30415 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 175547 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 12393 members 
Mstep: Class 9 contains 137832 members 
Mstep: Class 10 contains 10349 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81472 members 
Mstep: Class 17 contains 18958 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33154 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 45390 members 
Mstep: Class 24 contains 75906 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 5369 members 
Mstep: Class 32 contains 89275 members 
Mstep: Class 33 contains 25925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325616.000000 Penalty: 73493.570312
Iteration 191Q: 34 clusters Score -7.632562e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 30413 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 175555 members 
Mstep: Class 6 contains 18139 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 137741 members 
Mstep: Class 10 contains 10351 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81488 members 
Mstep: Class 17 contains 18797 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33149 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 45412 members 
Mstep: Class 24 contains 75889 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5438 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 89475 members 
Mstep: Class 33 contains 25928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325688.000000 Penalty: 73493.570312
Iteration 192Q: 34 clusters Score -7.632569e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 30413 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175558 members 
Mstep: Class 6 contains 18136 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 12367 members 
Mstep: Class 9 contains 137656 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81502 members 
Mstep: Class 17 contains 18659 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33145 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 45434 members 
Mstep: Class 24 contains 75875 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5435 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1014 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 89659 members 
Mstep: Class 33 contains 25932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325648.000000 Penalty: 73493.570312
Iteration 193Q: 34 clusters Score -7.632565e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 30412 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 175552 members 
Mstep: Class 6 contains 18135 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 12355 members 
Mstep: Class 9 contains 137592 members 
Mstep: Class 10 contains 10355 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81514 members 
Mstep: Class 17 contains 18532 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33139 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5559 members 
Mstep: Class 23 contains 45448 members 
Mstep: Class 24 contains 75869 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 89828 members 
Mstep: Class 33 contains 25933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325712.000000 Penalty: 73493.570312
Iteration 194Q: 34 clusters Score -7.632571e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175549 members 
Mstep: Class 6 contains 18133 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 137542 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81534 members 
Mstep: Class 17 contains 18412 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33130 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 45445 members 
Mstep: Class 24 contains 75861 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5438 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 5363 members 
Mstep: Class 32 contains 89983 members 
Mstep: Class 33 contains 25932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325776.000000 Penalty: 73493.570312
Iteration 195Q: 34 clusters Score -7.632578e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 12612 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 175537 members 
Mstep: Class 6 contains 18132 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 12334 members 
Mstep: Class 9 contains 137492 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81547 members 
Mstep: Class 17 contains 18323 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33128 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5565 members 
Mstep: Class 23 contains 45445 members 
Mstep: Class 24 contains 75859 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 90127 members 
Mstep: Class 33 contains 25923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325792.000000 Penalty: 73493.570312
Iteration 196Q: 34 clusters Score -7.632579e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 12604 members 
Mstep: Class 3 contains 30412 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 175532 members 
Mstep: Class 6 contains 18127 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 137435 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 18237 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33126 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 45448 members 
Mstep: Class 24 contains 75849 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 90274 members 
Mstep: Class 33 contains 25917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325832.000000 Penalty: 73493.570312
Iteration 197Q: 34 clusters Score -7.632583e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 12591 members 
Mstep: Class 3 contains 30412 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175528 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 137385 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3969 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81561 members 
Mstep: Class 17 contains 18177 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33121 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 45447 members 
Mstep: Class 24 contains 75844 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1017 members 
Mstep: Class 31 contains 5360 members 
Mstep: Class 32 contains 90409 members 
Mstep: Class 33 contains 25910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 198Q: 34 clusters Score -7.632589e+07 nChanged 298
Entering ConstructFrom: 
Score: -76325888.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (31985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Entering Unmasked Estep 
Score: -2787347.250000 Penalty: 1685.616089
	Iteration 0F: 2 clusters Score -2787347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2765759.750000 Penalty: 3371.232178
	Iteration 0F: 3 clusters Score -2765760 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2774126.250000 Penalty: 3371.232178
	Iteration 1F: 3 clusters Score -2774126 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2774625.250000 Penalty: 3371.232178
	Iteration 2Q: 3 clusters Score -2774625 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2775173.000000 Penalty: 3371.232178
	Iteration 3Q: 3 clusters Score -2775173 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2775832.000000 Penalty: 3371.232178
	Iteration 4Q: 3 clusters Score -2775832 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2776740.500000 Penalty: 3371.232178
	Iteration 5F: 3 clusters Score -2776740 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2778020.750000 Penalty: 3371.232178
	Iteration 6F: 3 clusters Score -2778021 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2779687.250000 Penalty: 3371.232178
	Iteration 7F: 3 clusters Score -2779687 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2781509.000000 Penalty: 3371.232178
	Iteration 8F: 3 clusters Score -2781509 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2783188.500000 Penalty: 3371.232178
	Iteration 9F: 3 clusters Score -2783188 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2784333.500000 Penalty: 3371.232178
	Iteration 10Q: 3 clusters Score -2784334 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2785008.750000 Penalty: 3371.232178
	Iteration 11Q: 3 clusters Score -2785009 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2785402.750000 Penalty: 3371.232178
	Iteration 12Q: 3 clusters Score -2785403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2785617.000000 Penalty: 3371.232178
	Iteration 13Q: 3 clusters Score -2785617 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2785736.250000 Penalty: 3371.232178
	Iteration 14Q: 3 clusters Score -2785736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2785804.000000 Penalty: 3371.232178
	Iteration 15Q: 3 clusters Score -2785804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2785840.000000 Penalty: 3371.232178
	Iteration 16Q: 3 clusters Score -2785840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2785869.750000 Penalty: 3371.232178
	Iteration 17Q: 3 clusters Score -2785870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2785888.750000 Penalty: 3371.232178
	Iteration 18Q: 3 clusters Score -2785889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2785906.000000 Penalty: 3371.232178
	Iteration 19Q: 3 clusters Score -2785906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2785914.000000 Penalty: 3371.232178
	Iteration 20F: 3 clusters Score -2785914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2785920.250000 Penalty: 3371.232178
	Iteration 21Q: 3 clusters Score -2785920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2785922.000000 Penalty: 3371.232178
	Iteration 22Q: 3 clusters Score -2785922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2785925.250000 Penalty: 3371.232178
	Iteration 23Q: 3 clusters Score -2785925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2785925.250000 Penalty: 3371.232178
	Iteration 24F: 3 clusters Score -2785925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Entering Unmasked Estep 
Score: -1131353.875000 Penalty: 1533.874390
	Iteration 0F: 2 clusters Score -1131354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1122516.125000 Penalty: 3067.748779
	Iteration 0F: 3 clusters Score -1122516 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1125562.625000 Penalty: 3067.748779
	Iteration 1F: 3 clusters Score -1125563 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1125831.375000 Penalty: 3067.748779
	Iteration 2F: 3 clusters Score -1125831 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1126074.375000 Penalty: 3067.748779
	Iteration 3Q: 3 clusters Score -1126074 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1126304.625000 Penalty: 3067.748779
	Iteration 4Q: 3 clusters Score -1126305 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1126546.500000 Penalty: 3067.748779
	Iteration 5Q: 3 clusters Score -1126546 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1126796.125000 Penalty: 3067.748779
	Iteration 6Q: 3 clusters Score -1126796 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1127052.000000 Penalty: 3067.748779
	Iteration 7Q: 3 clusters Score -1127052 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1127342.375000 Penalty: 3067.748779
	Iteration 8Q: 3 clusters Score -1127342 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1127699.250000 Penalty: 3067.748779
	Iteration 9Q: 3 clusters Score -1127699 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1128074.875000 Penalty: 3067.748779
	Iteration 10Q: 3 clusters Score -1128075 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1128391.875000 Penalty: 3067.748779
	Iteration 11Q: 3 clusters Score -1128392 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1128599.750000 Penalty: 3067.748779
	Iteration 12Q: 3 clusters Score -1128600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1128709.000000 Penalty: 3067.748779
	Iteration 13Q: 3 clusters Score -1128709 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1128763.625000 Penalty: 3067.748779
	Iteration 14Q: 3 clusters Score -1128764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1128804.875000 Penalty: 3067.748779
	Iteration 15Q: 3 clusters Score -1128805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1128827.125000 Penalty: 3067.748779
	Iteration 16Q: 3 clusters Score -1128827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1128847.500000 Penalty: 3067.748779
	Iteration 17Q: 3 clusters Score -1128848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1128855.125000 Penalty: 3067.748779
	Iteration 18Q: 3 clusters Score -1128855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1128871.750000 Penalty: 3067.748779
	Iteration 19Q: 3 clusters Score -1128872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1128881.875000 Penalty: 3067.748779
	Iteration 20F: 3 clusters Score -1128882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1128895.125000 Penalty: 3067.748779
	Iteration 21Q: 3 clusters Score -1128895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1128905.000000 Penalty: 3067.748779
	Iteration 22Q: 3 clusters Score -1128905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1128916.750000 Penalty: 3067.748779
	Iteration 23Q: 3 clusters Score -1128917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1128925.750000 Penalty: 3067.748779
	Iteration 24Q: 3 clusters Score -1128926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1128947.250000 Penalty: 3067.748779
	Iteration 25Q: 3 clusters Score -1128947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1128962.000000 Penalty: 3067.748779
	Iteration 26Q: 3 clusters Score -1128962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1128971.000000 Penalty: 3067.748779
	Iteration 27Q: 3 clusters Score -1128971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1128984.500000 Penalty: 3067.748779
	Iteration 28Q: 3 clusters Score -1128984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1128997.000000 Penalty: 3067.748779
	Iteration 29Q: 3 clusters Score -1128997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1129014.625000 Penalty: 3067.748779
	Iteration 30Q: 3 clusters Score -1129015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1129029.875000 Penalty: 3067.748779
	Iteration 31Q: 3 clusters Score -1129030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1129050.125000 Penalty: 3067.748779
	Iteration 32Q: 3 clusters Score -1129050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1129064.500000 Penalty: 3067.748779
	Iteration 33Q: 3 clusters Score -1129064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1129085.625000 Penalty: 3067.748779
	Iteration 34Q: 3 clusters Score -1129086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1129119.625000 Penalty: 3067.748779
	Iteration 35Q: 3 clusters Score -1129120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1129159.000000 Penalty: 3067.748779
	Iteration 36Q: 3 clusters Score -1129159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1129187.750000 Penalty: 3067.748779
	Iteration 37Q: 3 clusters Score -1129188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1129220.500000 Penalty: 3067.748779
	Iteration 38Q: 3 clusters Score -1129220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1129250.875000 Penalty: 3067.748779
	Iteration 39Q: 3 clusters Score -1129251 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1129282.625000 Penalty: 3067.748779
	Iteration 40F: 3 clusters Score -1129283 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1129311.875000 Penalty: 3067.748779
	Iteration 41Q: 3 clusters Score -1129312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1129344.125000 Penalty: 3067.748779
	Iteration 42Q: 3 clusters Score -1129344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1129367.625000 Penalty: 3067.748779
	Iteration 43Q: 3 clusters Score -1129368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1129390.875000 Penalty: 3067.748779
	Iteration 44Q: 3 clusters Score -1129391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1129413.125000 Penalty: 3067.748779
	Iteration 45Q: 3 clusters Score -1129413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1129435.875000 Penalty: 3067.748779
	Iteration 46Q: 3 clusters Score -1129436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1129461.875000 Penalty: 3067.748779
	Iteration 47Q: 3 clusters Score -1129462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1129488.250000 Penalty: 3067.748779
	Iteration 48Q: 3 clusters Score -1129488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1129516.750000 Penalty: 3067.748779
	Iteration 49Q: 3 clusters Score -1129517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1129543.000000 Penalty: 3067.748779
	Iteration 50Q: 3 clusters Score -1129543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1129572.625000 Penalty: 3067.748779
	Iteration 51Q: 3 clusters Score -1129573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1129601.250000 Penalty: 3067.748779
	Iteration 52Q: 3 clusters Score -1129601 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1129632.500000 Penalty: 3067.748779
	Iteration 53Q: 3 clusters Score -1129632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1129664.000000 Penalty: 3067.748779
	Iteration 54Q: 3 clusters Score -1129664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1129690.000000 Penalty: 3067.748779
	Iteration 55Q: 3 clusters Score -1129690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1129718.250000 Penalty: 3067.748779
	Iteration 56Q: 3 clusters Score -1129718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1129741.875000 Penalty: 3067.748779
	Iteration 57Q: 3 clusters Score -1129742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1129766.250000 Penalty: 3067.748779
	Iteration 58Q: 3 clusters Score -1129766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1129805.625000 Penalty: 3067.748779
	Iteration 59Q: 3 clusters Score -1129806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1129848.500000 Penalty: 3067.748779
	Iteration 60F: 3 clusters Score -1129848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1129882.500000 Penalty: 3067.748779
	Iteration 61Q: 3 clusters Score -1129882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1129906.250000 Penalty: 3067.748779
	Iteration 62Q: 3 clusters Score -1129906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1129932.750000 Penalty: 3067.748779
	Iteration 63Q: 3 clusters Score -1129933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1129948.000000 Penalty: 3067.748779
	Iteration 64Q: 3 clusters Score -1129948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1129959.750000 Penalty: 3067.748779
	Iteration 65Q: 3 clusters Score -1129960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1129973.250000 Penalty: 3067.748779
	Iteration 66Q: 3 clusters Score -1129973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1129981.500000 Penalty: 3067.748779
	Iteration 67Q: 3 clusters Score -1129982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1129988.625000 Penalty: 3067.748779
	Iteration 68Q: 3 clusters Score -1129989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1130000.875000 Penalty: 3067.748779
	Iteration 69Q: 3 clusters Score -1130001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1130006.375000 Penalty: 3067.748779
	Iteration 70Q: 3 clusters Score -1130006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1130015.875000 Penalty: 3067.748779
	Iteration 71Q: 3 clusters Score -1130016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1130022.875000 Penalty: 3067.748779
	Iteration 72Q: 3 clusters Score -1130023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1130026.375000 Penalty: 3067.748779
	Iteration 73Q: 3 clusters Score -1130026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1130032.500000 Penalty: 3067.748779
	Iteration 74Q: 3 clusters Score -1130032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1130037.875000 Penalty: 3067.748779
	Iteration 75Q: 3 clusters Score -1130038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1130046.250000 Penalty: 3067.748779
	Iteration 76Q: 3 clusters Score -1130046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1130055.875000 Penalty: 3067.748779
	Iteration 77Q: 3 clusters Score -1130056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1130062.500000 Penalty: 3067.748779
	Iteration 78Q: 3 clusters Score -1130062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1130068.875000 Penalty: 3067.748779
	Iteration 79Q: 3 clusters Score -1130069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1130075.500000 Penalty: 3067.748779
	Iteration 80F: 3 clusters Score -1130076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1130081.750000 Penalty: 3067.748779
	Iteration 81Q: 3 clusters Score -1130082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1130081.500000 Penalty: 3067.748779
	Iteration 82Q: 3 clusters Score -1130082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1130083.250000 Penalty: 3067.748779
	Iteration 83Q: 3 clusters Score -1130083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1130085.125000 Penalty: 3067.748779
	Iteration 84Q: 3 clusters Score -1130085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1130085.125000 Penalty: 3067.748779
	Iteration 85F: 3 clusters Score -1130085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Entering Unmasked Estep 
Score: -2666829.000000 Penalty: 1677.421265
	Iteration 0F: 2 clusters Score -2666829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2646317.250000 Penalty: 3354.842529
	Iteration 0F: 3 clusters Score -2646317 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2654080.500000 Penalty: 3354.842529
	Iteration 1F: 3 clusters Score -2654080 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2654533.750000 Penalty: 3354.842529
	Iteration 2Q: 3 clusters Score -2654534 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2654980.000000 Penalty: 3354.842529
	Iteration 3Q: 3 clusters Score -2654980 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2655577.250000 Penalty: 3354.842529
	Iteration 4Q: 3 clusters Score -2655577 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2656433.500000 Penalty: 3354.842529
	Iteration 5F: 3 clusters Score -2656434 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2657631.500000 Penalty: 3354.842529
	Iteration 6F: 3 clusters Score -2657632 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2659202.000000 Penalty: 3354.842529
	Iteration 7F: 3 clusters Score -2659202 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2660984.500000 Penalty: 3354.842529
	Iteration 8F: 3 clusters Score -2660984 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2662580.000000 Penalty: 3354.842529
	Iteration 9F: 3 clusters Score -2662580 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2663741.500000 Penalty: 3354.842529
	Iteration 10Q: 3 clusters Score -2663742 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2664499.000000 Penalty: 3354.842529
	Iteration 11Q: 3 clusters Score -2664499 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2664919.250000 Penalty: 3354.842529
	Iteration 12Q: 3 clusters Score -2664919 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2665101.500000 Penalty: 3354.842529
	Iteration 13Q: 3 clusters Score -2665102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2665185.500000 Penalty: 3354.842529
	Iteration 14Q: 3 clusters Score -2665186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2665234.000000 Penalty: 3354.842529
	Iteration 15Q: 3 clusters Score -2665234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2665267.250000 Penalty: 3354.842529
	Iteration 16Q: 3 clusters Score -2665267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2665302.750000 Penalty: 3354.842529
	Iteration 17Q: 3 clusters Score -2665303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2665326.000000 Penalty: 3354.842529
	Iteration 18Q: 3 clusters Score -2665326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2665332.250000 Penalty: 3354.842529
	Iteration 19Q: 3 clusters Score -2665332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2665333.000000 Penalty: 3354.842529
	Iteration 20F: 3 clusters Score -2665333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -513570.843750 Penalty: 1425.448486
	Iteration 0F: 2 clusters Score -513570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -508759.843750 Penalty: 2850.896973
	Iteration 0F: 3 clusters Score -508759.8 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -510606.093750 Penalty: 2850.896973
	Iteration 1F: 3 clusters Score -510606.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -511349.781250 Penalty: 2850.896973
	Iteration 2F: 3 clusters Score -511349.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -512083.812500 Penalty: 2850.896973
	Iteration 3F: 3 clusters Score -512083.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -512601.531250 Penalty: 2850.896973
	Iteration 4F: 3 clusters Score -512601.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -512922.187500 Penalty: 2850.896973
	Iteration 5F: 3 clusters Score -512922.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -513089.968750 Penalty: 2850.896973
	Iteration 6Q: 3 clusters Score -513090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -513208.875000 Penalty: 2850.896973
	Iteration 7Q: 3 clusters Score -513208.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -513300.562500 Penalty: 2850.896973
	Iteration 8Q: 3 clusters Score -513300.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -513384.250000 Penalty: 2850.896973
	Iteration 9Q: 3 clusters Score -513384.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -513444.875000 Penalty: 2850.896973
	Iteration 10Q: 3 clusters Score -513444.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -513495.031250 Penalty: 2850.896973
	Iteration 11Q: 3 clusters Score -513495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -513538.312500 Penalty: 2850.896973
	Iteration 12Q: 3 clusters Score -513538.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -513577.125000 Penalty: 2850.896973
	Iteration 13Q: 3 clusters Score -513577.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -513612.156250 Penalty: 2850.896973
	Iteration 14Q: 3 clusters Score -513612.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -513637.531250 Penalty: 2850.896973
	Iteration 15Q: 3 clusters Score -513637.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -513657.312500 Penalty: 2850.896973
	Iteration 16Q: 3 clusters Score -513657.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -513674.343750 Penalty: 2850.896973
	Iteration 17Q: 3 clusters Score -513674.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -513688.437500 Penalty: 2850.896973
	Iteration 18Q: 3 clusters Score -513688.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -513699.750000 Penalty: 2850.896973
	Iteration 19Q: 3 clusters Score -513699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -513710.375000 Penalty: 2850.896973
	Iteration 20F: 3 clusters Score -513710.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -513718.906250 Penalty: 2850.896973
	Iteration 21Q: 3 clusters Score -513718.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -513727.718750 Penalty: 2850.896973
	Iteration 22Q: 3 clusters Score -513727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -513735.812500 Penalty: 2850.896973
	Iteration 23Q: 3 clusters Score -513735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -513738.312500 Penalty: 2850.896973
	Iteration 24Q: 3 clusters Score -513738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -513740.531250 Penalty: 2850.896973
	Iteration 25Q: 3 clusters Score -513740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -513742.875000 Penalty: 2850.896973
	Iteration 26Q: 3 clusters Score -513742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -513744.468750 Penalty: 2850.896973
	Iteration 27Q: 3 clusters Score -513744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -513744.625000 Penalty: 2850.896973
	Iteration 28Q: 3 clusters Score -513744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -513745.312500 Penalty: 2850.896973
	Iteration 29Q: 3 clusters Score -513745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -513745.750000 Penalty: 2850.896973
	Iteration 30Q: 3 clusters Score -513745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -513747.718750 Penalty: 2850.896973
	Iteration 31Q: 3 clusters Score -513747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -513747.937500 Penalty: 2850.896973
	Iteration 32Q: 3 clusters Score -513747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -513748.062500 Penalty: 2850.896973
	Iteration 33Q: 3 clusters Score -513748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -513749.437500 Penalty: 2850.896973
	Iteration 34Q: 3 clusters Score -513749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -513748.031250 Penalty: 2850.896973
	Iteration 35Q: 3 clusters Score -513748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -513748.031250 Penalty: 2850.896973
	Iteration 36F: 3 clusters Score -513748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 12572 members 
Mstep: Class 3 contains 30412 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 175529 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 137329 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81565 members 
Mstep: Class 17 contains 18114 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 45449 members 
Mstep: Class 24 contains 75844 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5438 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1018 members 
Mstep: Class 31 contains 5359 members 
Mstep: Class 32 contains 90532 members 
Mstep: Class 33 contains 25903 members 
Mstep: Class 34 contains 2082 members 
Entering Unmasked Estep 
Score: -76325360.000000 Penalty: 75720.648438
Splitting cluster 4 changes total score from -76325888.000000 to -76325360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (175529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Entering Unmasked Estep 
Score: -15968896.000000 Penalty: 1962.278442
	Iteration 0F: 2 clusters Score -1.59689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -15850739.000000 Penalty: 3924.556885
	Iteration 0F: 3 clusters Score -1.585074e+07 nChanged 84947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -15900714.000000 Penalty: 3924.556885
	Iteration 1F: 3 clusters Score -1.590071e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -15902103.000000 Penalty: 3924.556885
	Iteration 2Q: 3 clusters Score -1.59021e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -15905004.000000 Penalty: 3924.556885
	Iteration 3Q: 3 clusters Score -1.5905e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113427 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -15910419.000000 Penalty: 3924.556885
	Iteration 4F: 3 clusters Score -1.591042e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -15920798.000000 Penalty: 3924.556885
	Iteration 5F: 3 clusters Score -1.59208e+07 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -15935722.000000 Penalty: 3924.556885
	Iteration 6F: 3 clusters Score -1.593572e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -15949938.000000 Penalty: 3924.556885
	Iteration 7F: 3 clusters Score -1.594994e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165902 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -15958858.000000 Penalty: 3924.556885
	Iteration 8F: 3 clusters Score -1.595886e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -15963376.000000 Penalty: 3924.556885
	Iteration 9Q: 3 clusters Score -1.596338e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15965553.000000 Penalty: 3924.556885
	Iteration 10Q: 3 clusters Score -1.596555e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174392 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -15966431.000000 Penalty: 3924.556885
	Iteration 11Q: 3 clusters Score -1.596643e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15966806.000000 Penalty: 3924.556885
	Iteration 12Q: 3 clusters Score -1.596681e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15966979.000000 Penalty: 3924.556885
	Iteration 13Q: 3 clusters Score -1.596698e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175094 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15967054.000000 Penalty: 3924.556885
	Iteration 14Q: 3 clusters Score -1.596705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -15967096.000000 Penalty: 3924.556885
	Iteration 15Q: 3 clusters Score -1.59671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175160 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15967135.000000 Penalty: 3924.556885
	Iteration 16Q: 3 clusters Score -1.596714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15967167.000000 Penalty: 3924.556885
	Iteration 17Q: 3 clusters Score -1.596717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15967188.000000 Penalty: 3924.556885
	Iteration 18Q: 3 clusters Score -1.596719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175197 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15967200.000000 Penalty: 3924.556885
	Iteration 19Q: 3 clusters Score -1.59672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15967224.000000 Penalty: 3924.556885
	Iteration 20F: 3 clusters Score -1.596722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15967243.000000 Penalty: 3924.556885
	Iteration 21Q: 3 clusters Score -1.596724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15967250.000000 Penalty: 3924.556885
	Iteration 22Q: 3 clusters Score -1.596725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15967256.000000 Penalty: 3924.556885
	Iteration 23Q: 3 clusters Score -1.596726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15967264.000000 Penalty: 3924.556885
	Iteration 24Q: 3 clusters Score -1.596726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15967266.000000 Penalty: 3924.556885
	Iteration 25Q: 3 clusters Score -1.596727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15967264.000000 Penalty: 3924.556885
	Iteration 26Q: 3 clusters Score -1.596726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175210 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15967268.000000 Penalty: 3924.556885
	Iteration 27Q: 3 clusters Score -1.596727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175210 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15967268.000000 Penalty: 3924.556885
	Iteration 28F: 3 clusters Score -1.596727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Entering Unmasked Estep 
Score: -1570811.625000 Penalty: 1593.329102
	Iteration 0F: 2 clusters Score -1570812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1558379.125000 Penalty: 3186.658203
	Iteration 0F: 3 clusters Score -1558379 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1562694.625000 Penalty: 3186.658203
	Iteration 1F: 3 clusters Score -1562695 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1562972.125000 Penalty: 3186.658203
	Iteration 2Q: 3 clusters Score -1562972 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1563247.750000 Penalty: 3186.658203
	Iteration 3Q: 3 clusters Score -1563248 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1563530.125000 Penalty: 3186.658203
	Iteration 4Q: 3 clusters Score -1563530 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1563902.500000 Penalty: 3186.658203
	Iteration 5Q: 3 clusters Score -1563902 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1564363.250000 Penalty: 3186.658203
	Iteration 6Q: 3 clusters Score -1564363 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1564929.500000 Penalty: 3186.658203
	Iteration 7F: 3 clusters Score -1564930 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1565638.875000 Penalty: 3186.658203
	Iteration 8F: 3 clusters Score -1565639 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1566432.500000 Penalty: 3186.658203
	Iteration 9F: 3 clusters Score -1566432 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1567208.875000 Penalty: 3186.658203
	Iteration 10F: 3 clusters Score -1567209 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1567896.750000 Penalty: 3186.658203
	Iteration 11Q: 3 clusters Score -1567897 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1568402.625000 Penalty: 3186.658203
	Iteration 12Q: 3 clusters Score -1568403 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1568767.625000 Penalty: 3186.658203
	Iteration 13Q: 3 clusters Score -1568768 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1569001.750000 Penalty: 3186.658203
	Iteration 14Q: 3 clusters Score -1569002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1569176.875000 Penalty: 3186.658203
	Iteration 15Q: 3 clusters Score -1569177 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1569294.500000 Penalty: 3186.658203
	Iteration 16Q: 3 clusters Score -1569294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1569359.875000 Penalty: 3186.658203
	Iteration 17Q: 3 clusters Score -1569360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1569406.625000 Penalty: 3186.658203
	Iteration 18Q: 3 clusters Score -1569407 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1569438.750000 Penalty: 3186.658203
	Iteration 19Q: 3 clusters Score -1569439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1569459.125000 Penalty: 3186.658203
	Iteration 20F: 3 clusters Score -1569459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1569470.000000 Penalty: 3186.658203
	Iteration 21Q: 3 clusters Score -1569470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1569474.875000 Penalty: 3186.658203
	Iteration 22Q: 3 clusters Score -1569475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1569478.125000 Penalty: 3186.658203
	Iteration 23Q: 3 clusters Score -1569478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1569480.625000 Penalty: 3186.658203
	Iteration 24Q: 3 clusters Score -1569481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1569478.750000 Penalty: 3186.658203
	Iteration 25Q: 3 clusters Score -1569479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1569481.375000 Penalty: 3186.658203
	Iteration 26Q: 3 clusters Score -1569481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1569481.375000 Penalty: 3186.658203
	Iteration 27F: 3 clusters Score -1569481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -261001.281250 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -261001.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -258121.171875 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -258121.2 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -258819.062500 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -258819.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -258963.406250 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -258963.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -259074.937500 Penalty: 2626.579834
	Iteration 3F: 3 clusters Score -259074.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -259176.609375 Penalty: 2626.579834
	Iteration 4Q: 3 clusters Score -259176.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -259276.031250 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -259276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -259365.734375 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -259365.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -259469.265625 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -259469.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -259570.906250 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -259570.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -259651.171875 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -259651.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -259731.343750 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -259731.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -259793.437500 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -259793.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -259847.812500 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -259847.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -259888.046875 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -259888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -259926.640625 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -259926.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -259959.468750 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -259959.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -259981.921875 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -259981.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -259998.203125 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -259998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -260010.468750 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -260010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -260015.656250 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -260015.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -260023.468750 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -260023.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -260031.671875 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -260031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -260038.562500 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -260038.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -260046.890625 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -260046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -260053.250000 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -260053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -260059.218750 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -260059.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -260068.343750 Penalty: 2626.579834
	Iteration 26Q: 3 clusters Score -260068.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -260077.593750 Penalty: 2626.579834
	Iteration 27Q: 3 clusters Score -260077.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -260088.171875 Penalty: 2626.579834
	Iteration 28Q: 3 clusters Score -260088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -260096.578125 Penalty: 2626.579834
	Iteration 29Q: 3 clusters Score -260096.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -260106.781250 Penalty: 2626.579834
	Iteration 30Q: 3 clusters Score -260106.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -260114.843750 Penalty: 2626.579834
	Iteration 31Q: 3 clusters Score -260114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -260124.781250 Penalty: 2626.579834
	Iteration 32Q: 3 clusters Score -260124.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -260133.109375 Penalty: 2626.579834
	Iteration 33Q: 3 clusters Score -260133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260143.281250 Penalty: 2626.579834
	Iteration 34Q: 3 clusters Score -260143.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -260155.296875 Penalty: 2626.579834
	Iteration 35Q: 3 clusters Score -260155.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -260167.109375 Penalty: 2626.579834
	Iteration 36Q: 3 clusters Score -260167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -260182.515625 Penalty: 2626.579834
	Iteration 37Q: 3 clusters Score -260182.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -260194.296875 Penalty: 2626.579834
	Iteration 38Q: 3 clusters Score -260194.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -260203.453125 Penalty: 2626.579834
	Iteration 39Q: 3 clusters Score -260203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -260210.437500 Penalty: 2626.579834
	Iteration 40F: 3 clusters Score -260210.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -260217.046875 Penalty: 2626.579834
	Iteration 41Q: 3 clusters Score -260217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -260222.984375 Penalty: 2626.579834
	Iteration 42Q: 3 clusters Score -260223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -260225.562500 Penalty: 2626.579834
	Iteration 43Q: 3 clusters Score -260225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -260226.765625 Penalty: 2626.579834
	Iteration 44Q: 3 clusters Score -260226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -260227.578125 Penalty: 2626.579834
	Iteration 45Q: 3 clusters Score -260227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -260228.296875 Penalty: 2626.579834
	Iteration 46Q: 3 clusters Score -260228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -260228.671875 Penalty: 2626.579834
	Iteration 47Q: 3 clusters Score -260228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -260228.828125 Penalty: 2626.579834
	Iteration 48Q: 3 clusters Score -260228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -260229.343750 Penalty: 2626.579834
	Iteration 49Q: 3 clusters Score -260229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -260229.640625 Penalty: 2626.579834
	Iteration 50Q: 3 clusters Score -260229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -260229.750000 Penalty: 2626.579834
	Iteration 51Q: 3 clusters Score -260229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -260230.281250 Penalty: 2626.579834
	Iteration 52Q: 3 clusters Score -260230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -260230.281250 Penalty: 2626.579834
	Iteration 53F: 3 clusters Score -260230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1022894.875000 Penalty: 1530.346436
	Iteration 0F: 2 clusters Score -1022895 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 6145 members 
Entering Unmasked Estep 
Score: -1014214.500000 Penalty: 3060.692871
	Iteration 0F: 3 clusters Score -1014214 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1017403.375000 Penalty: 3060.692871
	Iteration 1F: 3 clusters Score -1017403 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1017774.250000 Penalty: 3060.692871
	Iteration 2F: 3 clusters Score -1017774 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1018134.562500 Penalty: 3060.692871
	Iteration 3F: 3 clusters Score -1018135 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1018490.000000 Penalty: 3060.692871
	Iteration 4F: 3 clusters Score -1018490 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1018872.875000 Penalty: 3060.692871
	Iteration 5F: 3 clusters Score -1018873 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1019265.187500 Penalty: 3060.692871
	Iteration 6F: 3 clusters Score -1019265 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1019621.125000 Penalty: 3060.692871
	Iteration 7Q: 3 clusters Score -1019621 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1019906.125000 Penalty: 3060.692871
	Iteration 8Q: 3 clusters Score -1019906 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1020118.625000 Penalty: 3060.692871
	Iteration 9Q: 3 clusters Score -1020119 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1020302.375000 Penalty: 3060.692871
	Iteration 10Q: 3 clusters Score -1020302 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1020469.562500 Penalty: 3060.692871
	Iteration 11Q: 3 clusters Score -1020470 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1020629.250000 Penalty: 3060.692871
	Iteration 12Q: 3 clusters Score -1020629 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1020776.000000 Penalty: 3060.692871
	Iteration 13Q: 3 clusters Score -1020776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1020918.625000 Penalty: 3060.692871
	Iteration 14Q: 3 clusters Score -1020919 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1021027.687500 Penalty: 3060.692871
	Iteration 15Q: 3 clusters Score -1021028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1021117.062500 Penalty: 3060.692871
	Iteration 16Q: 3 clusters Score -1021117 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1021173.812500 Penalty: 3060.692871
	Iteration 17Q: 3 clusters Score -1021174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1021207.500000 Penalty: 3060.692871
	Iteration 18Q: 3 clusters Score -1021208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1021226.687500 Penalty: 3060.692871
	Iteration 19Q: 3 clusters Score -1021227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1021245.312500 Penalty: 3060.692871
	Iteration 20F: 3 clusters Score -1021245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1021256.437500 Penalty: 3060.692871
	Iteration 21Q: 3 clusters Score -1021256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1021264.375000 Penalty: 3060.692871
	Iteration 22Q: 3 clusters Score -1021264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1021271.625000 Penalty: 3060.692871
	Iteration 23Q: 3 clusters Score -1021272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1021279.562500 Penalty: 3060.692871
	Iteration 24Q: 3 clusters Score -1021280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1021281.750000 Penalty: 3060.692871
	Iteration 25Q: 3 clusters Score -1021282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1021287.250000 Penalty: 3060.692871
	Iteration 26Q: 3 clusters Score -1021287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1021292.000000 Penalty: 3060.692871
	Iteration 27Q: 3 clusters Score -1021292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1021295.937500 Penalty: 3060.692871
	Iteration 28Q: 3 clusters Score -1021296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1021295.812500 Penalty: 3060.692871
	Iteration 29Q: 3 clusters Score -1021296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1021296.500000 Penalty: 3060.692871
	Iteration 30Q: 3 clusters Score -1021296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1021294.875000 Penalty: 3060.692871
	Iteration 31Q: 3 clusters Score -1021295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1021300.687500 Penalty: 3060.692871
	Iteration 32Q: 3 clusters Score -1021301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1021309.250000 Penalty: 3060.692871
	Iteration 33Q: 3 clusters Score -1021309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1021311.250000 Penalty: 3060.692871
	Iteration 34Q: 3 clusters Score -1021311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1021316.812500 Penalty: 3060.692871
	Iteration 35Q: 3 clusters Score -1021317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1021320.875000 Penalty: 3060.692871
	Iteration 36Q: 3 clusters Score -1021321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1021327.187500 Penalty: 3060.692871
	Iteration 37Q: 3 clusters Score -1021327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1021328.312500 Penalty: 3060.692871
	Iteration 38Q: 3 clusters Score -1021328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1021330.625000 Penalty: 3060.692871
	Iteration 39Q: 3 clusters Score -1021331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1021331.250000 Penalty: 3060.692871
	Iteration 40F: 3 clusters Score -1021331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1021333.000000 Penalty: 3060.692871
	Iteration 41Q: 3 clusters Score -1021333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1021335.812500 Penalty: 3060.692871
	Iteration 42Q: 3 clusters Score -1021336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1021334.500000 Penalty: 3060.692871
	Iteration 43Q: 3 clusters Score -1021334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1021334.500000 Penalty: 3060.692871
	Iteration 44F: 3 clusters Score -1021334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (137329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Entering Unmasked Estep 
Score: -12144851.000000 Penalty: 1922.396851
	Iteration 0F: 2 clusters Score -1.214485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -12053041.000000 Penalty: 3844.793701
	Iteration 0F: 3 clusters Score -1.205304e+07 nChanged 65944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -12091826.000000 Penalty: 3844.793701
	Iteration 1F: 3 clusters Score -1.209183e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -12092949.000000 Penalty: 3844.793701
	Iteration 2Q: 3 clusters Score -1.209295e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -12094432.000000 Penalty: 3844.793701
	Iteration 3Q: 3 clusters Score -1.209443e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -12096801.000000 Penalty: 3844.793701
	Iteration 4Q: 3 clusters Score -1.20968e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -12100031.000000 Penalty: 3844.793701
	Iteration 5Q: 3 clusters Score -1.210003e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -12104437.000000 Penalty: 3844.793701
	Iteration 6F: 3 clusters Score -1.210444e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -12110054.000000 Penalty: 3844.793701
	Iteration 7F: 3 clusters Score -1.211005e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -12115976.000000 Penalty: 3844.793701
	Iteration 8F: 3 clusters Score -1.211598e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -12121076.000000 Penalty: 3844.793701
	Iteration 9F: 3 clusters Score -1.212108e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -12124509.000000 Penalty: 3844.793701
	Iteration 10Q: 3 clusters Score -1.212451e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -12126466.000000 Penalty: 3844.793701
	Iteration 11Q: 3 clusters Score -1.212647e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -12127743.000000 Penalty: 3844.793701
	Iteration 12Q: 3 clusters Score -1.212774e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -12128868.000000 Penalty: 3844.793701
	Iteration 13Q: 3 clusters Score -1.212887e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12129773.000000 Penalty: 3844.793701
	Iteration 14Q: 3 clusters Score -1.212977e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -12130581.000000 Penalty: 3844.793701
	Iteration 15Q: 3 clusters Score -1.213058e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -12131317.000000 Penalty: 3844.793701
	Iteration 16Q: 3 clusters Score -1.213132e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -12132041.000000 Penalty: 3844.793701
	Iteration 17Q: 3 clusters Score -1.213204e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -12132703.000000 Penalty: 3844.793701
	Iteration 18Q: 3 clusters Score -1.21327e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -12133447.000000 Penalty: 3844.793701
	Iteration 19Q: 3 clusters Score -1.213345e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -12134221.000000 Penalty: 3844.793701
	Iteration 20F: 3 clusters Score -1.213422e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -12134884.000000 Penalty: 3844.793701
	Iteration 21Q: 3 clusters Score -1.213488e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 112866 members 
Entering Unmasked Estep 
Score: -12135577.000000 Penalty: 3844.793701
	Iteration 22Q: 3 clusters Score -1.213558e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -12136334.000000 Penalty: 3844.793701
	Iteration 23Q: 3 clusters Score -1.213633e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -12136997.000000 Penalty: 3844.793701
	Iteration 24Q: 3 clusters Score -1.2137e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -12137674.000000 Penalty: 3844.793701
	Iteration 25Q: 3 clusters Score -1.213767e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -12138267.000000 Penalty: 3844.793701
	Iteration 26Q: 3 clusters Score -1.213827e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 121945 members 
Entering Unmasked Estep 
Score: -12138769.000000 Penalty: 3844.793701
	Iteration 27Q: 3 clusters Score -1.213877e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -12139247.000000 Penalty: 3844.793701
	Iteration 28Q: 3 clusters Score -1.213925e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -12139795.000000 Penalty: 3844.793701
	Iteration 29Q: 3 clusters Score -1.21398e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -12140269.000000 Penalty: 3844.793701
	Iteration 30Q: 3 clusters Score -1.214027e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 127382 members 
Entering Unmasked Estep 
Score: -12140703.000000 Penalty: 3844.793701
	Iteration 31Q: 3 clusters Score -1.21407e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 128491 members 
Entering Unmasked Estep 
Score: -12141047.000000 Penalty: 3844.793701
	Iteration 32Q: 3 clusters Score -1.214105e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -12141481.000000 Penalty: 3844.793701
	Iteration 33Q: 3 clusters Score -1.214148e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -12141808.000000 Penalty: 3844.793701
	Iteration 34Q: 3 clusters Score -1.214181e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 131353 members 
Entering Unmasked Estep 
Score: -12142147.000000 Penalty: 3844.793701
	Iteration 35Q: 3 clusters Score -1.214215e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -12142426.000000 Penalty: 3844.793701
	Iteration 36Q: 3 clusters Score -1.214243e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -12142742.000000 Penalty: 3844.793701
	Iteration 37Q: 3 clusters Score -1.214274e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 133174 members 
Entering Unmasked Estep 
Score: -12143017.000000 Penalty: 3844.793701
	Iteration 38Q: 3 clusters Score -1.214302e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -12143181.000000 Penalty: 3844.793701
	Iteration 39Q: 3 clusters Score -1.214318e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -12143345.000000 Penalty: 3844.793701
	Iteration 40F: 3 clusters Score -1.214334e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -12143478.000000 Penalty: 3844.793701
	Iteration 41Q: 3 clusters Score -1.214348e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 134178 members 
Entering Unmasked Estep 
Score: -12143599.000000 Penalty: 3844.793701
	Iteration 42Q: 3 clusters Score -1.21436e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 134301 members 
Entering Unmasked Estep 
Score: -12143676.000000 Penalty: 3844.793701
	Iteration 43Q: 3 clusters Score -1.214368e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -12143767.000000 Penalty: 3844.793701
	Iteration 44Q: 3 clusters Score -1.214377e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -12143855.000000 Penalty: 3844.793701
	Iteration 45Q: 3 clusters Score -1.214386e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -12143907.000000 Penalty: 3844.793701
	Iteration 46Q: 3 clusters Score -1.214391e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -12143927.000000 Penalty: 3844.793701
	Iteration 47Q: 3 clusters Score -1.214393e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -12143936.000000 Penalty: 3844.793701
	Iteration 48Q: 3 clusters Score -1.214394e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -12143961.000000 Penalty: 3844.793701
	Iteration 49Q: 3 clusters Score -1.214396e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -12143939.000000 Penalty: 3844.793701
	Iteration 50Q: 3 clusters Score -1.214394e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 134697 members 
Entering Unmasked Estep 
Score: -12143966.000000 Penalty: 3844.793701
	Iteration 51Q: 3 clusters Score -1.214397e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 134716 members 
Entering Unmasked Estep 
Score: -12143982.000000 Penalty: 3844.793701
	Iteration 52Q: 3 clusters Score -1.214398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -12143975.000000 Penalty: 3844.793701
	Iteration 53Q: 3 clusters Score -1.214398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -12143995.000000 Penalty: 3844.793701
	Iteration 54Q: 3 clusters Score -1.2144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 134736 members 
Entering Unmasked Estep 
Score: -12144009.000000 Penalty: 3844.793701
	Iteration 55Q: 3 clusters Score -1.214401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -12144019.000000 Penalty: 3844.793701
	Iteration 56Q: 3 clusters Score -1.214402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 134745 members 
Entering Unmasked Estep 
Score: -12144023.000000 Penalty: 3844.793701
	Iteration 57Q: 3 clusters Score -1.214402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -12144024.000000 Penalty: 3844.793701
	Iteration 58Q: 3 clusters Score -1.214402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -12144024.000000 Penalty: 3844.793701
	Iteration 59Q: 3 clusters Score -1.214402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -12144021.000000 Penalty: 3844.793701
	Iteration 60F: 3 clusters Score -1.214402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -12144013.000000 Penalty: 3844.793701
	Iteration 61Q: 3 clusters Score -1.214401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -12144016.000000 Penalty: 3844.793701
	Iteration 62Q: 3 clusters Score -1.214402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -12144024.000000 Penalty: 3844.793701
	Iteration 63Q: 3 clusters Score -1.214402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -12144035.000000 Penalty: 3844.793701
	Iteration 64Q: 3 clusters Score -1.214404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -12144035.000000 Penalty: 3844.793701
	Iteration 65F: 3 clusters Score -1.214404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Entering Unmasked Estep 
Score: -907789.062500 Penalty: 1502.380371
	Iteration 0F: 2 clusters Score -907789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -900404.187500 Penalty: 3004.760742
	Iteration 0F: 3 clusters Score -900404.2 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -902749.312500 Penalty: 3004.760742
	Iteration 1F: 3 clusters Score -902749.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -902986.687500 Penalty: 3004.760742
	Iteration 2F: 3 clusters Score -902986.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -903186.937500 Penalty: 3004.760742
	Iteration 3Q: 3 clusters Score -903186.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -903393.375000 Penalty: 3004.760742
	Iteration 4Q: 3 clusters Score -903393.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -903637.000000 Penalty: 3004.760742
	Iteration 5Q: 3 clusters Score -903637 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -903965.750000 Penalty: 3004.760742
	Iteration 6F: 3 clusters Score -903965.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -904396.687500 Penalty: 3004.760742
	Iteration 7F: 3 clusters Score -904396.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -904867.125000 Penalty: 3004.760742
	Iteration 8F: 3 clusters Score -904867.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -905330.062500 Penalty: 3004.760742
	Iteration 9F: 3 clusters Score -905330.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -905712.375000 Penalty: 3004.760742
	Iteration 10Q: 3 clusters Score -905712.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -906043.750000 Penalty: 3004.760742
	Iteration 11Q: 3 clusters Score -906043.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -906320.500000 Penalty: 3004.760742
	Iteration 12Q: 3 clusters Score -906320.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -906487.125000 Penalty: 3004.760742
	Iteration 13Q: 3 clusters Score -906487.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -906575.687500 Penalty: 3004.760742
	Iteration 14Q: 3 clusters Score -906575.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -906635.500000 Penalty: 3004.760742
	Iteration 15Q: 3 clusters Score -906635.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -906660.500000 Penalty: 3004.760742
	Iteration 16Q: 3 clusters Score -906660.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -906675.562500 Penalty: 3004.760742
	Iteration 17Q: 3 clusters Score -906675.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -906686.625000 Penalty: 3004.760742
	Iteration 18Q: 3 clusters Score -906686.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -906687.437500 Penalty: 3004.760742
	Iteration 19Q: 3 clusters Score -906687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -906690.937500 Penalty: 3004.760742
	Iteration 20F: 3 clusters Score -906690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -906692.125000 Penalty: 3004.760742
	Iteration 21Q: 3 clusters Score -906692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -906694.750000 Penalty: 3004.760742
	Iteration 22Q: 3 clusters Score -906694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -906694.000000 Penalty: 3004.760742
	Iteration 23Q: 3 clusters Score -906694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -906694.812500 Penalty: 3004.760742
	Iteration 24Q: 3 clusters Score -906694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -906694.062500 Penalty: 3004.760742
	Iteration 25Q: 3 clusters Score -906694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -906695.500000 Penalty: 3004.760742
	Iteration 26Q: 3 clusters Score -906695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -906696.937500 Penalty: 3004.760742
	Iteration 27Q: 3 clusters Score -906696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -906696.750000 Penalty: 3004.760742
	Iteration 28Q: 3 clusters Score -906696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -906698.937500 Penalty: 3004.760742
	Iteration 29Q: 3 clusters Score -906698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -906699.062500 Penalty: 3004.760742
	Iteration 30Q: 3 clusters Score -906699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -906700.750000 Penalty: 3004.760742
	Iteration 31Q: 3 clusters Score -906700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -906701.687500 Penalty: 3004.760742
	Iteration 32Q: 3 clusters Score -906701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -906701.812500 Penalty: 3004.760742
	Iteration 33Q: 3 clusters Score -906701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -906701.437500 Penalty: 3004.760742
	Iteration 34Q: 3 clusters Score -906701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -906701.437500 Penalty: 3004.760742
	Iteration 35F: 3 clusters Score -906701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -114984.796875 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -114984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113244.093750 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -113244.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113646.289062 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -113646.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113783.015625 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -113783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -113881.046875 Penalty: 2374.840820
	Iteration 3F: 3 clusters Score -113881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113968.187500 Penalty: 2374.840820
	Iteration 4F: 3 clusters Score -113968.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -114067.515625 Penalty: 2374.840820
	Iteration 5F: 3 clusters Score -114067.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -114179.390625 Penalty: 2374.840820
	Iteration 6Q: 3 clusters Score -114179.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -114302.164062 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -114302.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114399.671875 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -114399.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114482.500000 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -114482.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -114528.960938 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -114529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -114546.093750 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -114546.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -114564.593750 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -114564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114579.000000 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -114579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114595.703125 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -114595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -114604.515625 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -114604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -114617.812500 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -114617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -114626.937500 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -114626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -114639.820312 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -114639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -114651.273438 Penalty: 2374.840820
	Iteration 19Q: 3 clusters Score -114651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -114664.851562 Penalty: 2374.840820
	Iteration 20F: 3 clusters Score -114664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -114676.414062 Penalty: 2374.840820
	Iteration 21Q: 3 clusters Score -114676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -114686.781250 Penalty: 2374.840820
	Iteration 22Q: 3 clusters Score -114686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -114695.734375 Penalty: 2374.840820
	Iteration 23Q: 3 clusters Score -114695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114706.710938 Penalty: 2374.840820
	Iteration 24Q: 3 clusters Score -114706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -114717.492188 Penalty: 2374.840820
	Iteration 25Q: 3 clusters Score -114717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114728.375000 Penalty: 2374.840820
	Iteration 26Q: 3 clusters Score -114728.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114749.945312 Penalty: 2374.840820
	Iteration 27Q: 3 clusters Score -114749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114772.484375 Penalty: 2374.840820
	Iteration 28Q: 3 clusters Score -114772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114791.921875 Penalty: 2374.840820
	Iteration 29Q: 3 clusters Score -114791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -114809.687500 Penalty: 2374.840820
	Iteration 30Q: 3 clusters Score -114809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114822.578125 Penalty: 2374.840820
	Iteration 31Q: 3 clusters Score -114822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -114830.828125 Penalty: 2374.840820
	Iteration 32Q: 3 clusters Score -114830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -114835.710938 Penalty: 2374.840820
	Iteration 33Q: 3 clusters Score -114835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114839.109375 Penalty: 2374.840820
	Iteration 34Q: 3 clusters Score -114839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -114842.171875 Penalty: 2374.840820
	Iteration 35Q: 3 clusters Score -114842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -114851.296875 Penalty: 2374.840820
	Iteration 36Q: 3 clusters Score -114851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -114856.437500 Penalty: 2374.840820
	Iteration 37Q: 3 clusters Score -114856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -114857.171875 Penalty: 2374.840820
	Iteration 38Q: 3 clusters Score -114857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -114857.171875 Penalty: 2374.840820
	Iteration 39F: 3 clusters Score -114857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -353331.937500 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -353331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -349836.781250 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -349836.8 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -350883.250000 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -350883.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -351116.718750 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -351116.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -351290.437500 Penalty: 2708.000244
	Iteration 3F: 3 clusters Score -351290.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -351457.000000 Penalty: 2708.000244
	Iteration 4Q: 3 clusters Score -351457 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -351638.250000 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -351638.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -351832.343750 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -351832.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -351980.812500 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -351980.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352072.468750 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -352072.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -352130.281250 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -352130.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -352172.562500 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -352172.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -352207.437500 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -352207.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -352239.781250 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -352239.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -352256.656250 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -352256.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -352272.718750 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -352272.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -352283.375000 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -352283.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -352291.125000 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -352291.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -352296.687500 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -352296.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352301.812500 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -352301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -352305.468750 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -352305.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -352311.781250 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -352311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -352317.750000 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -352317.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -352324.875000 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -352324.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -352328.906250 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -352328.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -352334.937500 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -352334.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352340.250000 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -352340.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -352347.406250 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -352347.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -352352.218750 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -352352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -352355.312500 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -352355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -352358.968750 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -352359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -352363.468750 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -352363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352366.187500 Penalty: 2708.000244
	Iteration 31Q: 3 clusters Score -352366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -352370.125000 Penalty: 2708.000244
	Iteration 32Q: 3 clusters Score -352370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -352372.125000 Penalty: 2708.000244
	Iteration 33Q: 3 clusters Score -352372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -352373.531250 Penalty: 2708.000244
	Iteration 34Q: 3 clusters Score -352373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -352375.312500 Penalty: 2708.000244
	Iteration 35Q: 3 clusters Score -352375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -352376.218750 Penalty: 2708.000244
	Iteration 36Q: 3 clusters Score -352376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -352377.250000 Penalty: 2708.000244
	Iteration 37Q: 3 clusters Score -352377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -352378.187500 Penalty: 2708.000244
	Iteration 38Q: 3 clusters Score -352378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -352379.875000 Penalty: 2708.000244
	Iteration 39Q: 3 clusters Score -352379.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -352382.250000 Penalty: 2708.000244
	Iteration 40F: 3 clusters Score -352382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -352385.406250 Penalty: 2708.000244
	Iteration 41Q: 3 clusters Score -352385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -352387.593750 Penalty: 2708.000244
	Iteration 42Q: 3 clusters Score -352387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -352391.281250 Penalty: 2708.000244
	Iteration 43Q: 3 clusters Score -352391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -352394.093750 Penalty: 2708.000244
	Iteration 44Q: 3 clusters Score -352394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -352397.812500 Penalty: 2708.000244
	Iteration 45Q: 3 clusters Score -352397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -352402.375000 Penalty: 2708.000244
	Iteration 46Q: 3 clusters Score -352402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -352405.625000 Penalty: 2708.000244
	Iteration 47Q: 3 clusters Score -352405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -352408.687500 Penalty: 2708.000244
	Iteration 48Q: 3 clusters Score -352408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -352413.125000 Penalty: 2708.000244
	Iteration 49Q: 3 clusters Score -352413.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -352415.375000 Penalty: 2708.000244
	Iteration 50Q: 3 clusters Score -352415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -352420.437500 Penalty: 2708.000244
	Iteration 51Q: 3 clusters Score -352420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -352423.000000 Penalty: 2708.000244
	Iteration 52Q: 3 clusters Score -352423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -352426.812500 Penalty: 2708.000244
	Iteration 53Q: 3 clusters Score -352426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -352430.906250 Penalty: 2708.000244
	Iteration 54Q: 3 clusters Score -352430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -352437.187500 Penalty: 2708.000244
	Iteration 55Q: 3 clusters Score -352437.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -352441.781250 Penalty: 2708.000244
	Iteration 56Q: 3 clusters Score -352441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -352443.656250 Penalty: 2708.000244
	Iteration 57Q: 3 clusters Score -352443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -352448.281250 Penalty: 2708.000244
	Iteration 58Q: 3 clusters Score -352448.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -352452.468750 Penalty: 2708.000244
	Iteration 59Q: 3 clusters Score -352452.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -352455.656250 Penalty: 2708.000244
	Iteration 60F: 3 clusters Score -352455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -352458.937500 Penalty: 2708.000244
	Iteration 61Q: 3 clusters Score -352458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -352463.187500 Penalty: 2708.000244
	Iteration 62Q: 3 clusters Score -352463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -352467.187500 Penalty: 2708.000244
	Iteration 63Q: 3 clusters Score -352467.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -352476.187500 Penalty: 2708.000244
	Iteration 64Q: 3 clusters Score -352476.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -352481.000000 Penalty: 2708.000244
	Iteration 65Q: 3 clusters Score -352481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -352484.093750 Penalty: 2708.000244
	Iteration 66Q: 3 clusters Score -352484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -352487.281250 Penalty: 2708.000244
	Iteration 67Q: 3 clusters Score -352487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -352491.218750 Penalty: 2708.000244
	Iteration 68Q: 3 clusters Score -352491.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -352494.968750 Penalty: 2708.000244
	Iteration 69Q: 3 clusters Score -352495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -352501.437500 Penalty: 2708.000244
	Iteration 70Q: 3 clusters Score -352501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -352510.125000 Penalty: 2708.000244
	Iteration 71Q: 3 clusters Score -352510.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -352513.406250 Penalty: 2708.000244
	Iteration 72Q: 3 clusters Score -352513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -352517.468750 Penalty: 2708.000244
	Iteration 73Q: 3 clusters Score -352517.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -352521.250000 Penalty: 2708.000244
	Iteration 74Q: 3 clusters Score -352521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -352530.843750 Penalty: 2708.000244
	Iteration 75Q: 3 clusters Score -352530.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -352539.781250 Penalty: 2708.000244
	Iteration 76Q: 3 clusters Score -352539.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -352548.406250 Penalty: 2708.000244
	Iteration 77Q: 3 clusters Score -352548.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -352557.250000 Penalty: 2708.000244
	Iteration 78Q: 3 clusters Score -352557.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -352568.468750 Penalty: 2708.000244
	Iteration 79Q: 3 clusters Score -352568.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -352581.062500 Penalty: 2708.000244
	Iteration 80F: 3 clusters Score -352581.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -352592.593750 Penalty: 2708.000244
	Iteration 81Q: 3 clusters Score -352592.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -352610.468750 Penalty: 2708.000244
	Iteration 82Q: 3 clusters Score -352610.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -352623.062500 Penalty: 2708.000244
	Iteration 83Q: 3 clusters Score -352623.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -352637.218750 Penalty: 2708.000244
	Iteration 84Q: 3 clusters Score -352637.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -352653.531250 Penalty: 2708.000244
	Iteration 85Q: 3 clusters Score -352653.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -352668.375000 Penalty: 2708.000244
	Iteration 86Q: 3 clusters Score -352668.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -352681.343750 Penalty: 2708.000244
	Iteration 87Q: 3 clusters Score -352681.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -352703.812500 Penalty: 2708.000244
	Iteration 88Q: 3 clusters Score -352703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -352724.593750 Penalty: 2708.000244
	Iteration 89Q: 3 clusters Score -352724.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -352747.406250 Penalty: 2708.000244
	Iteration 90Q: 3 clusters Score -352747.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -352766.343750 Penalty: 2708.000244
	Iteration 91Q: 3 clusters Score -352766.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -352783.812500 Penalty: 2708.000244
	Iteration 92Q: 3 clusters Score -352783.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -352794.781250 Penalty: 2708.000244
	Iteration 93Q: 3 clusters Score -352794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -352804.687500 Penalty: 2708.000244
	Iteration 94Q: 3 clusters Score -352804.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -352815.781250 Penalty: 2708.000244
	Iteration 95Q: 3 clusters Score -352815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -352821.312500 Penalty: 2708.000244
	Iteration 96Q: 3 clusters Score -352821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -352824.031250 Penalty: 2708.000244
	Iteration 97Q: 3 clusters Score -352824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -352827.562500 Penalty: 2708.000244
	Iteration 98Q: 3 clusters Score -352827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -352829.031250 Penalty: 2708.000244
	Iteration 99Q: 3 clusters Score -352829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -352830.375000 Penalty: 2708.000244
	Iteration 100F: 3 clusters Score -352830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -352832.562500 Penalty: 2708.000244
	Iteration 101Q: 3 clusters Score -352832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -352835.125000 Penalty: 2708.000244
	Iteration 102Q: 3 clusters Score -352835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -352836.437500 Penalty: 2708.000244
	Iteration 103Q: 3 clusters Score -352836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -352839.062500 Penalty: 2708.000244
	Iteration 104Q: 3 clusters Score -352839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -352839.687500 Penalty: 2708.000244
	Iteration 105Q: 3 clusters Score -352839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -352839.531250 Penalty: 2708.000244
	Iteration 106Q: 3 clusters Score -352839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -352839.531250 Penalty: 2708.000244
	Iteration 107F: 3 clusters Score -352839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -353090.093750 Penalty: 1346.190918
	Iteration 0F: 2 clusters Score -353090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -349796.562500 Penalty: 2692.381836
	Iteration 0F: 3 clusters Score -349796.6 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -350647.093750 Penalty: 2692.381836
	Iteration 1F: 3 clusters Score -350647.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -350788.468750 Penalty: 2692.381836
	Iteration 2F: 3 clusters Score -350788.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -350886.375000 Penalty: 2692.381836
	Iteration 3Q: 3 clusters Score -350886.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -350964.125000 Penalty: 2692.381836
	Iteration 4Q: 3 clusters Score -350964.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -351020.406250 Penalty: 2692.381836
	Iteration 5Q: 3 clusters Score -351020.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -351050.468750 Penalty: 2692.381836
	Iteration 6Q: 3 clusters Score -351050.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -351073.906250 Penalty: 2692.381836
	Iteration 7Q: 3 clusters Score -351073.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -351094.000000 Penalty: 2692.381836
	Iteration 8Q: 3 clusters Score -351094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -351116.437500 Penalty: 2692.381836
	Iteration 9Q: 3 clusters Score -351116.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -351134.062500 Penalty: 2692.381836
	Iteration 10Q: 3 clusters Score -351134.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -351152.468750 Penalty: 2692.381836
	Iteration 11Q: 3 clusters Score -351152.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -351171.187500 Penalty: 2692.381836
	Iteration 12Q: 3 clusters Score -351171.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -351188.843750 Penalty: 2692.381836
	Iteration 13Q: 3 clusters Score -351188.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -351205.843750 Penalty: 2692.381836
	Iteration 14Q: 3 clusters Score -351205.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -351224.593750 Penalty: 2692.381836
	Iteration 15Q: 3 clusters Score -351224.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -351244.218750 Penalty: 2692.381836
	Iteration 16Q: 3 clusters Score -351244.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -351271.062500 Penalty: 2692.381836
	Iteration 17Q: 3 clusters Score -351271.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -351297.062500 Penalty: 2692.381836
	Iteration 18Q: 3 clusters Score -351297.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -351327.750000 Penalty: 2692.381836
	Iteration 19Q: 3 clusters Score -351327.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -351362.656250 Penalty: 2692.381836
	Iteration 20F: 3 clusters Score -351362.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -351395.562500 Penalty: 2692.381836
	Iteration 21Q: 3 clusters Score -351395.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -351425.062500 Penalty: 2692.381836
	Iteration 22Q: 3 clusters Score -351425.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -351456.281250 Penalty: 2692.381836
	Iteration 23Q: 3 clusters Score -351456.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -351493.593750 Penalty: 2692.381836
	Iteration 24Q: 3 clusters Score -351493.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -351542.656250 Penalty: 2692.381836
	Iteration 25Q: 3 clusters Score -351542.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -351588.906250 Penalty: 2692.381836
	Iteration 26Q: 3 clusters Score -351588.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -351627.593750 Penalty: 2692.381836
	Iteration 27Q: 3 clusters Score -351627.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -351660.687500 Penalty: 2692.381836
	Iteration 28Q: 3 clusters Score -351660.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -351698.968750 Penalty: 2692.381836
	Iteration 29Q: 3 clusters Score -351699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -351728.062500 Penalty: 2692.381836
	Iteration 30Q: 3 clusters Score -351728.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -351749.250000 Penalty: 2692.381836
	Iteration 31Q: 3 clusters Score -351749.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -351772.968750 Penalty: 2692.381836
	Iteration 32Q: 3 clusters Score -351773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -351800.968750 Penalty: 2692.381836
	Iteration 33Q: 3 clusters Score -351801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -351833.687500 Penalty: 2692.381836
	Iteration 34Q: 3 clusters Score -351833.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -351859.656250 Penalty: 2692.381836
	Iteration 35Q: 3 clusters Score -351859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -351879.156250 Penalty: 2692.381836
	Iteration 36Q: 3 clusters Score -351879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -351891.281250 Penalty: 2692.381836
	Iteration 37Q: 3 clusters Score -351891.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -351899.750000 Penalty: 2692.381836
	Iteration 38Q: 3 clusters Score -351899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -351904.187500 Penalty: 2692.381836
	Iteration 39Q: 3 clusters Score -351904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -351908.843750 Penalty: 2692.381836
	Iteration 40F: 3 clusters Score -351908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -351914.531250 Penalty: 2692.381836
	Iteration 41Q: 3 clusters Score -351914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -351920.437500 Penalty: 2692.381836
	Iteration 42Q: 3 clusters Score -351920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -351926.687500 Penalty: 2692.381836
	Iteration 43Q: 3 clusters Score -351926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -351928.062500 Penalty: 2692.381836
	Iteration 44Q: 3 clusters Score -351928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -351928.062500 Penalty: 2692.381836
	Iteration 45F: 3 clusters Score -351928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Entering Unmasked Estep 
Score: -995210.562500 Penalty: 1537.466553
	Iteration 0F: 2 clusters Score -995210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -986255.750000 Penalty: 3074.933105
	Iteration 0F: 3 clusters Score -986255.8 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -989504.750000 Penalty: 3074.933105
	Iteration 1F: 3 clusters Score -989504.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -990240.500000 Penalty: 3074.933105
	Iteration 2F: 3 clusters Score -990240.5 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -991078.187500 Penalty: 3074.933105
	Iteration 3F: 3 clusters Score -991078.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -992024.625000 Penalty: 3074.933105
	Iteration 4F: 3 clusters Score -992024.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -992755.062500 Penalty: 3074.933105
	Iteration 5F: 3 clusters Score -992755.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -993338.312500 Penalty: 3074.933105
	Iteration 6F: 3 clusters Score -993338.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -993846.875000 Penalty: 3074.933105
	Iteration 7F: 3 clusters Score -993846.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -994220.687500 Penalty: 3074.933105
	Iteration 8Q: 3 clusters Score -994220.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -994496.812500 Penalty: 3074.933105
	Iteration 9Q: 3 clusters Score -994496.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -994685.250000 Penalty: 3074.933105
	Iteration 10Q: 3 clusters Score -994685.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -994774.937500 Penalty: 3074.933105
	Iteration 11Q: 3 clusters Score -994774.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -994820.937500 Penalty: 3074.933105
	Iteration 12Q: 3 clusters Score -994820.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -994845.437500 Penalty: 3074.933105
	Iteration 13Q: 3 clusters Score -994845.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -994856.500000 Penalty: 3074.933105
	Iteration 14Q: 3 clusters Score -994856.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -994873.562500 Penalty: 3074.933105
	Iteration 15Q: 3 clusters Score -994873.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -994884.312500 Penalty: 3074.933105
	Iteration 16Q: 3 clusters Score -994884.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -994896.937500 Penalty: 3074.933105
	Iteration 17Q: 3 clusters Score -994896.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -994904.312500 Penalty: 3074.933105
	Iteration 18Q: 3 clusters Score -994904.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -994917.375000 Penalty: 3074.933105
	Iteration 19Q: 3 clusters Score -994917.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -994920.375000 Penalty: 3074.933105
	Iteration 20F: 3 clusters Score -994920.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -994921.312500 Penalty: 3074.933105
	Iteration 21Q: 3 clusters Score -994921.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -994925.062500 Penalty: 3074.933105
	Iteration 22Q: 3 clusters Score -994925.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -994929.250000 Penalty: 3074.933105
	Iteration 23Q: 3 clusters Score -994929.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -994935.062500 Penalty: 3074.933105
	Iteration 24Q: 3 clusters Score -994935.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -994941.375000 Penalty: 3074.933105
	Iteration 25Q: 3 clusters Score -994941.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -994944.500000 Penalty: 3074.933105
	Iteration 26Q: 3 clusters Score -994944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -994949.062500 Penalty: 3074.933105
	Iteration 27Q: 3 clusters Score -994949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -994950.187500 Penalty: 3074.933105
	Iteration 28Q: 3 clusters Score -994950.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -994953.687500 Penalty: 3074.933105
	Iteration 29Q: 3 clusters Score -994953.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -994959.562500 Penalty: 3074.933105
	Iteration 30Q: 3 clusters Score -994959.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -994963.187500 Penalty: 3074.933105
	Iteration 31Q: 3 clusters Score -994963.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -994965.875000 Penalty: 3074.933105
	Iteration 32Q: 3 clusters Score -994965.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -994971.937500 Penalty: 3074.933105
	Iteration 33Q: 3 clusters Score -994971.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -994976.812500 Penalty: 3074.933105
	Iteration 34Q: 3 clusters Score -994976.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -994985.000000 Penalty: 3074.933105
	Iteration 35Q: 3 clusters Score -994985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -994990.875000 Penalty: 3074.933105
	Iteration 36Q: 3 clusters Score -994990.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -994992.312500 Penalty: 3074.933105
	Iteration 37Q: 3 clusters Score -994992.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -994994.812500 Penalty: 3074.933105
	Iteration 38Q: 3 clusters Score -994994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -994997.750000 Penalty: 3074.933105
	Iteration 39Q: 3 clusters Score -994997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -995001.875000 Penalty: 3074.933105
	Iteration 40F: 3 clusters Score -995001.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -995004.687500 Penalty: 3074.933105
	Iteration 41Q: 3 clusters Score -995004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -995004.562500 Penalty: 3074.933105
	Iteration 42Q: 3 clusters Score -995004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -995004.937500 Penalty: 3074.933105
	Iteration 43Q: 3 clusters Score -995004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -995008.312500 Penalty: 3074.933105
	Iteration 44Q: 3 clusters Score -995008.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -995009.500000 Penalty: 3074.933105
	Iteration 45Q: 3 clusters Score -995009.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -995011.437500 Penalty: 3074.933105
	Iteration 46Q: 3 clusters Score -995011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -995011.750000 Penalty: 3074.933105
	Iteration 47Q: 3 clusters Score -995011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -995015.625000 Penalty: 3074.933105
	Iteration 48Q: 3 clusters Score -995015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -995018.937500 Penalty: 3074.933105
	Iteration 49Q: 3 clusters Score -995018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -995018.562500 Penalty: 3074.933105
	Iteration 50Q: 3 clusters Score -995018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -995017.312500 Penalty: 3074.933105
	Iteration 51Q: 3 clusters Score -995017.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -995018.687500 Penalty: 3074.933105
	Iteration 52Q: 3 clusters Score -995018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -995019.875000 Penalty: 3074.933105
	Iteration 53Q: 3 clusters Score -995019.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -995023.250000 Penalty: 3074.933105
	Iteration 54Q: 3 clusters Score -995023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -995024.250000 Penalty: 3074.933105
	Iteration 55Q: 3 clusters Score -995024.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -995023.937500 Penalty: 3074.933105
	Iteration 56Q: 3 clusters Score -995023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -995027.000000 Penalty: 3074.933105
	Iteration 57Q: 3 clusters Score -995027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -995026.312500 Penalty: 3074.933105
	Iteration 58Q: 3 clusters Score -995026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -995027.125000 Penalty: 3074.933105
	Iteration 59Q: 3 clusters Score -995027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -995027.812500 Penalty: 3074.933105
	Iteration 60F: 3 clusters Score -995027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -995028.000000 Penalty: 3074.933105
	Iteration 61Q: 3 clusters Score -995028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -995029.062500 Penalty: 3074.933105
	Iteration 62Q: 3 clusters Score -995029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -995032.625000 Penalty: 3074.933105
	Iteration 63Q: 3 clusters Score -995032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -995032.437500 Penalty: 3074.933105
	Iteration 64Q: 3 clusters Score -995032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -995032.625000 Penalty: 3074.933105
	Iteration 65Q: 3 clusters Score -995032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -995034.250000 Penalty: 3074.933105
	Iteration 66Q: 3 clusters Score -995034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -995035.562500 Penalty: 3074.933105
	Iteration 67Q: 3 clusters Score -995035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -995036.125000 Penalty: 3074.933105
	Iteration 68Q: 3 clusters Score -995036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -995035.375000 Penalty: 3074.933105
	Iteration 69Q: 3 clusters Score -995035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -995033.812500 Penalty: 3074.933105
	Iteration 70Q: 3 clusters Score -995033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -995032.750000 Penalty: 3074.933105
	Iteration 71Q: 3 clusters Score -995032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -995034.562500 Penalty: 3074.933105
	Iteration 72Q: 3 clusters Score -995034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -995034.937500 Penalty: 3074.933105
	Iteration 73Q: 3 clusters Score -995034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -995035.375000 Penalty: 3074.933105
	Iteration 74Q: 3 clusters Score -995035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -995034.187500 Penalty: 3074.933105
	Iteration 75Q: 3 clusters Score -995034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -995035.750000 Penalty: 3074.933105
	Iteration 76Q: 3 clusters Score -995035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -995036.062500 Penalty: 3074.933105
	Iteration 77Q: 3 clusters Score -995036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -995035.937500 Penalty: 3074.933105
	Iteration 78Q: 3 clusters Score -995035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -995035.687500 Penalty: 3074.933105
	Iteration 79Q: 3 clusters Score -995035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -995035.375000 Penalty: 3074.933105
	Iteration 80F: 3 clusters Score -995035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -995035.125000 Penalty: 3074.933105
	Iteration 81Q: 3 clusters Score -995035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -995035.125000 Penalty: 3074.933105
	Iteration 82F: 3 clusters Score -995035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Entering Unmasked Estep 
Score: -2221794.500000 Penalty: 1650.935181
	Iteration 0F: 2 clusters Score -2221794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2204322.500000 Penalty: 3301.870361
	Iteration 0F: 3 clusters Score -2204322 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2210713.250000 Penalty: 3301.870361
	Iteration 1F: 3 clusters Score -2210713 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2211115.750000 Penalty: 3301.870361
	Iteration 2Q: 3 clusters Score -2211116 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2211560.750000 Penalty: 3301.870361
	Iteration 3Q: 3 clusters Score -2211561 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2212090.000000 Penalty: 3301.870361
	Iteration 4Q: 3 clusters Score -2212090 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2212836.750000 Penalty: 3301.870361
	Iteration 5F: 3 clusters Score -2212837 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2213904.500000 Penalty: 3301.870361
	Iteration 6F: 3 clusters Score -2213904 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2215342.750000 Penalty: 3301.870361
	Iteration 7F: 3 clusters Score -2215343 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2217067.000000 Penalty: 3301.870361
	Iteration 8F: 3 clusters Score -2217067 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2218602.250000 Penalty: 3301.870361
	Iteration 9F: 3 clusters Score -2218602 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2219565.000000 Penalty: 3301.870361
	Iteration 10Q: 3 clusters Score -2219565 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2219968.250000 Penalty: 3301.870361
	Iteration 11Q: 3 clusters Score -2219968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2220136.750000 Penalty: 3301.870361
	Iteration 12Q: 3 clusters Score -2220137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2220225.250000 Penalty: 3301.870361
	Iteration 13Q: 3 clusters Score -2220225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2220276.750000 Penalty: 3301.870361
	Iteration 14Q: 3 clusters Score -2220277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2220299.000000 Penalty: 3301.870361
	Iteration 15Q: 3 clusters Score -2220299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2220313.250000 Penalty: 3301.870361
	Iteration 16Q: 3 clusters Score -2220313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2220319.750000 Penalty: 3301.870361
	Iteration 17Q: 3 clusters Score -2220320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2220327.750000 Penalty: 3301.870361
	Iteration 18Q: 3 clusters Score -2220328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2220327.750000 Penalty: 3301.870361
	Iteration 19Q: 3 clusters Score -2220328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2220330.500000 Penalty: 3301.870361
	Iteration 20F: 3 clusters Score -2220330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Entering Unmasked Estep 
Score: -7162753.500000 Penalty: 1837.737793
	Iteration 0F: 2 clusters Score -7162754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7108444.500000 Penalty: 3675.475586
	Iteration 0F: 3 clusters Score -7108444 nChanged 38736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7130740.000000 Penalty: 3675.475586
	Iteration 1F: 3 clusters Score -7130740 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7131328.000000 Penalty: 3675.475586
	Iteration 2Q: 3 clusters Score -7131328 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -7131950.500000 Penalty: 3675.475586
	Iteration 3Q: 3 clusters Score -7131950 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -7132696.000000 Penalty: 3675.475586
	Iteration 4Q: 3 clusters Score -7132696 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7133711.500000 Penalty: 3675.475586
	Iteration 5Q: 3 clusters Score -7133712 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -7135021.000000 Penalty: 3675.475586
	Iteration 6Q: 3 clusters Score -7135021 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -7136652.000000 Penalty: 3675.475586
	Iteration 7Q: 3 clusters Score -7136652 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -7138699.000000 Penalty: 3675.475586
	Iteration 8F: 3 clusters Score -7138699 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7141087.000000 Penalty: 3675.475586
	Iteration 9F: 3 clusters Score -7141087 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -7143846.500000 Penalty: 3675.475586
	Iteration 10F: 3 clusters Score -7143846 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -7146705.500000 Penalty: 3675.475586
	Iteration 11F: 3 clusters Score -7146706 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -7149476.500000 Penalty: 3675.475586
	Iteration 12Q: 3 clusters Score -7149476 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -7151788.500000 Penalty: 3675.475586
	Iteration 13Q: 3 clusters Score -7151788 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -7153693.500000 Penalty: 3675.475586
	Iteration 14Q: 3 clusters Score -7153694 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -7155120.500000 Penalty: 3675.475586
	Iteration 15Q: 3 clusters Score -7155120 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -7156243.000000 Penalty: 3675.475586
	Iteration 16Q: 3 clusters Score -7156243 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -7157141.000000 Penalty: 3675.475586
	Iteration 17Q: 3 clusters Score -7157141 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -7157892.000000 Penalty: 3675.475586
	Iteration 18Q: 3 clusters Score -7157892 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -7158594.000000 Penalty: 3675.475586
	Iteration 19Q: 3 clusters Score -7158594 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -7159159.500000 Penalty: 3675.475586
	Iteration 20F: 3 clusters Score -7159160 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -7159649.500000 Penalty: 3675.475586
	Iteration 21Q: 3 clusters Score -7159650 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -7160052.000000 Penalty: 3675.475586
	Iteration 22Q: 3 clusters Score -7160052 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -7160340.000000 Penalty: 3675.475586
	Iteration 23Q: 3 clusters Score -7160340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -7160519.500000 Penalty: 3675.475586
	Iteration 24Q: 3 clusters Score -7160520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -7160680.000000 Penalty: 3675.475586
	Iteration 25Q: 3 clusters Score -7160680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -7160797.000000 Penalty: 3675.475586
	Iteration 26Q: 3 clusters Score -7160797 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -7160897.000000 Penalty: 3675.475586
	Iteration 27Q: 3 clusters Score -7160897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -7160980.000000 Penalty: 3675.475586
	Iteration 28Q: 3 clusters Score -7160980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -7161026.000000 Penalty: 3675.475586
	Iteration 29Q: 3 clusters Score -7161026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -7161052.500000 Penalty: 3675.475586
	Iteration 30Q: 3 clusters Score -7161052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -7161077.500000 Penalty: 3675.475586
	Iteration 31Q: 3 clusters Score -7161078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -7161090.000000 Penalty: 3675.475586
	Iteration 32Q: 3 clusters Score -7161090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -7161114.500000 Penalty: 3675.475586
	Iteration 33Q: 3 clusters Score -7161114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -7161132.500000 Penalty: 3675.475586
	Iteration 34Q: 3 clusters Score -7161132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -7161138.000000 Penalty: 3675.475586
	Iteration 35Q: 3 clusters Score -7161138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -7161140.000000 Penalty: 3675.475586
	Iteration 36Q: 3 clusters Score -7161140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -7161146.500000 Penalty: 3675.475586
	Iteration 37Q: 3 clusters Score -7161146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -7161156.500000 Penalty: 3675.475586
	Iteration 38Q: 3 clusters Score -7161156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -7161164.500000 Penalty: 3675.475586
	Iteration 39Q: 3 clusters Score -7161164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -7161165.500000 Penalty: 3675.475586
	Iteration 40F: 3 clusters Score -7161166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -7161170.000000 Penalty: 3675.475586
	Iteration 41Q: 3 clusters Score -7161170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -7161173.500000 Penalty: 3675.475586
	Iteration 42Q: 3 clusters Score -7161174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -7161180.000000 Penalty: 3675.475586
	Iteration 43Q: 3 clusters Score -7161180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -7161179.000000 Penalty: 3675.475586
	Iteration 44Q: 3 clusters Score -7161179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -7161179.000000 Penalty: 3675.475586
	Iteration 45F: 3 clusters Score -7161179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Entering Unmasked Estep 
Score: -1615119.750000 Penalty: 1593.221558
	Iteration 0F: 2 clusters Score -1615120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1602599.000000 Penalty: 3186.443115
	Iteration 0F: 3 clusters Score -1602599 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1607127.125000 Penalty: 3186.443115
	Iteration 1F: 3 clusters Score -1607127 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1607505.375000 Penalty: 3186.443115
	Iteration 2F: 3 clusters Score -1607505 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1607969.375000 Penalty: 3186.443115
	Iteration 3F: 3 clusters Score -1607969 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1608576.250000 Penalty: 3186.443115
	Iteration 4F: 3 clusters Score -1608576 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1609416.750000 Penalty: 3186.443115
	Iteration 5F: 3 clusters Score -1609417 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1610516.125000 Penalty: 3186.443115
	Iteration 6F: 3 clusters Score -1610516 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1611694.000000 Penalty: 3186.443115
	Iteration 7F: 3 clusters Score -1611694 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1612611.250000 Penalty: 3186.443115
	Iteration 8F: 3 clusters Score -1612611 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1613202.375000 Penalty: 3186.443115
	Iteration 9Q: 3 clusters Score -1613202 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1613489.375000 Penalty: 3186.443115
	Iteration 10Q: 3 clusters Score -1613489 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1613624.500000 Penalty: 3186.443115
	Iteration 11Q: 3 clusters Score -1613624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1613696.500000 Penalty: 3186.443115
	Iteration 12Q: 3 clusters Score -1613696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1613745.375000 Penalty: 3186.443115
	Iteration 13Q: 3 clusters Score -1613745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1613781.000000 Penalty: 3186.443115
	Iteration 14Q: 3 clusters Score -1613781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1613795.125000 Penalty: 3186.443115
	Iteration 15Q: 3 clusters Score -1613795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1613808.375000 Penalty: 3186.443115
	Iteration 16Q: 3 clusters Score -1613808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1613826.875000 Penalty: 3186.443115
	Iteration 17Q: 3 clusters Score -1613827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1613835.125000 Penalty: 3186.443115
	Iteration 18Q: 3 clusters Score -1613835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1613836.000000 Penalty: 3186.443115
	Iteration 19Q: 3 clusters Score -1613836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1613839.000000 Penalty: 3186.443115
	Iteration 20F: 3 clusters Score -1613839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1613848.250000 Penalty: 3186.443115
	Iteration 21Q: 3 clusters Score -1613848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1613852.625000 Penalty: 3186.443115
	Iteration 22Q: 3 clusters Score -1613853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1613854.125000 Penalty: 3186.443115
	Iteration 23Q: 3 clusters Score -1613854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1613855.250000 Penalty: 3186.443115
	Iteration 24Q: 3 clusters Score -1613855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1613855.250000 Penalty: 3186.443115
	Iteration 25F: 3 clusters Score -1613855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -72199.960938 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -72199.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70797.320312 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -70797.32 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71112.195312 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -71112.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71226.835938 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -71226.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71352.367188 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -71352.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71469.789062 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -71469.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71573.242188 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -71573.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71656.132812 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -71656.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71701.867188 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -71701.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71720.921875 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -71720.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71734.226562 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -71734.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71745.960938 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -71745.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71751.625000 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -71751.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71757.929688 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -71757.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71763.976562 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -71763.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71769.773438 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -71769.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71777.078125 Penalty: 2219.331299
	Iteration 15Q: 3 clusters Score -71777.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71780.437500 Penalty: 2219.331299
	Iteration 16Q: 3 clusters Score -71780.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71780.437500 Penalty: 2219.331299
	Iteration 17F: 3 clusters Score -71780.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Entering Unmasked Estep 
Score: -2891842.500000 Penalty: 1691.258057
	Iteration 0F: 2 clusters Score -2891842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2869706.250000 Penalty: 3382.516113
	Iteration 0F: 3 clusters Score -2869706 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2877910.500000 Penalty: 3382.516113
	Iteration 1F: 3 clusters Score -2877910 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2878234.750000 Penalty: 3382.516113
	Iteration 2Q: 3 clusters Score -2878235 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2878535.750000 Penalty: 3382.516113
	Iteration 3Q: 3 clusters Score -2878536 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2878860.500000 Penalty: 3382.516113
	Iteration 4Q: 3 clusters Score -2878860 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2879213.250000 Penalty: 3382.516113
	Iteration 5Q: 3 clusters Score -2879213 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2879606.500000 Penalty: 3382.516113
	Iteration 6Q: 3 clusters Score -2879606 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2880106.250000 Penalty: 3382.516113
	Iteration 7Q: 3 clusters Score -2880106 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2880607.250000 Penalty: 3382.516113
	Iteration 8Q: 3 clusters Score -2880607 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2881155.000000 Penalty: 3382.516113
	Iteration 9Q: 3 clusters Score -2881155 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2881643.250000 Penalty: 3382.516113
	Iteration 10Q: 3 clusters Score -2881643 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2882176.500000 Penalty: 3382.516113
	Iteration 11Q: 3 clusters Score -2882176 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2882654.000000 Penalty: 3382.516113
	Iteration 12Q: 3 clusters Score -2882654 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2883097.000000 Penalty: 3382.516113
	Iteration 13Q: 3 clusters Score -2883097 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2883533.500000 Penalty: 3382.516113
	Iteration 14Q: 3 clusters Score -2883534 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2883977.750000 Penalty: 3382.516113
	Iteration 15Q: 3 clusters Score -2883978 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2884431.750000 Penalty: 3382.516113
	Iteration 16Q: 3 clusters Score -2884432 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2884934.750000 Penalty: 3382.516113
	Iteration 17Q: 3 clusters Score -2884935 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2885602.000000 Penalty: 3382.516113
	Iteration 18Q: 3 clusters Score -2885602 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2886376.750000 Penalty: 3382.516113
	Iteration 19Q: 3 clusters Score -2886377 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2887335.000000 Penalty: 3382.516113
	Iteration 20F: 3 clusters Score -2887335 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2888353.750000 Penalty: 3382.516113
	Iteration 21Q: 3 clusters Score -2888354 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2889200.500000 Penalty: 3382.516113
	Iteration 22Q: 3 clusters Score -2889200 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2889807.750000 Penalty: 3382.516113
	Iteration 23Q: 3 clusters Score -2889808 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2890094.500000 Penalty: 3382.516113
	Iteration 24Q: 3 clusters Score -2890094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2890224.250000 Penalty: 3382.516113
	Iteration 25Q: 3 clusters Score -2890224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2890307.250000 Penalty: 3382.516113
	Iteration 26Q: 3 clusters Score -2890307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2890344.500000 Penalty: 3382.516113
	Iteration 27Q: 3 clusters Score -2890344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2890361.500000 Penalty: 3382.516113
	Iteration 28Q: 3 clusters Score -2890362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2890372.000000 Penalty: 3382.516113
	Iteration 29Q: 3 clusters Score -2890372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2890375.250000 Penalty: 3382.516113
	Iteration 30Q: 3 clusters Score -2890375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2890380.750000 Penalty: 3382.516113
	Iteration 31Q: 3 clusters Score -2890381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2890382.500000 Penalty: 3382.516113
	Iteration 32Q: 3 clusters Score -2890382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2890387.250000 Penalty: 3382.516113
	Iteration 33Q: 3 clusters Score -2890387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2890390.500000 Penalty: 3382.516113
	Iteration 34Q: 3 clusters Score -2890390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2890394.500000 Penalty: 3382.516113
	Iteration 35Q: 3 clusters Score -2890394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2890400.000000 Penalty: 3382.516113
	Iteration 36Q: 3 clusters Score -2890400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2890405.750000 Penalty: 3382.516113
	Iteration 37Q: 3 clusters Score -2890406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2890411.000000 Penalty: 3382.516113
	Iteration 38Q: 3 clusters Score -2890411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2890409.000000 Penalty: 3382.516113
	Iteration 39Q: 3 clusters Score -2890409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2890409.000000 Penalty: 3382.516113
	Iteration 40F: 3 clusters Score -2890409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1015267.312500 Penalty: 1523.079834
	Iteration 0F: 2 clusters Score -1015267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1006955.187500 Penalty: 3046.159668
	Iteration 0F: 3 clusters Score -1006955 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1009667.937500 Penalty: 3046.159668
	Iteration 1F: 3 clusters Score -1009668 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1009951.750000 Penalty: 3046.159668
	Iteration 2F: 3 clusters Score -1009952 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1010196.312500 Penalty: 3046.159668
	Iteration 3F: 3 clusters Score -1010196 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1010396.937500 Penalty: 3046.159668
	Iteration 4Q: 3 clusters Score -1010397 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1010565.187500 Penalty: 3046.159668
	Iteration 5Q: 3 clusters Score -1010565 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1010719.437500 Penalty: 3046.159668
	Iteration 6Q: 3 clusters Score -1010719 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1010880.875000 Penalty: 3046.159668
	Iteration 7Q: 3 clusters Score -1010881 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1011062.437500 Penalty: 3046.159668
	Iteration 8Q: 3 clusters Score -1011062 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1011281.875000 Penalty: 3046.159668
	Iteration 9Q: 3 clusters Score -1011282 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1011589.625000 Penalty: 3046.159668
	Iteration 10Q: 3 clusters Score -1011590 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1011972.500000 Penalty: 3046.159668
	Iteration 11Q: 3 clusters Score -1011972 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1012347.687500 Penalty: 3046.159668
	Iteration 12Q: 3 clusters Score -1012348 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1012721.937500 Penalty: 3046.159668
	Iteration 13Q: 3 clusters Score -1012722 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1012988.875000 Penalty: 3046.159668
	Iteration 14Q: 3 clusters Score -1012989 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1013182.937500 Penalty: 3046.159668
	Iteration 15Q: 3 clusters Score -1013183 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1013312.437500 Penalty: 3046.159668
	Iteration 16Q: 3 clusters Score -1013312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1013412.625000 Penalty: 3046.159668
	Iteration 17Q: 3 clusters Score -1013413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1013489.500000 Penalty: 3046.159668
	Iteration 18Q: 3 clusters Score -1013490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1013552.812500 Penalty: 3046.159668
	Iteration 19Q: 3 clusters Score -1013553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1013615.937500 Penalty: 3046.159668
	Iteration 20F: 3 clusters Score -1013616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1013669.437500 Penalty: 3046.159668
	Iteration 21Q: 3 clusters Score -1013669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1013716.562500 Penalty: 3046.159668
	Iteration 22Q: 3 clusters Score -1013717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1013753.625000 Penalty: 3046.159668
	Iteration 23Q: 3 clusters Score -1013754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1013788.687500 Penalty: 3046.159668
	Iteration 24Q: 3 clusters Score -1013789 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1013824.812500 Penalty: 3046.159668
	Iteration 25Q: 3 clusters Score -1013825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1013841.062500 Penalty: 3046.159668
	Iteration 26Q: 3 clusters Score -1013841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1013859.250000 Penalty: 3046.159668
	Iteration 27Q: 3 clusters Score -1013859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1013877.187500 Penalty: 3046.159668
	Iteration 28Q: 3 clusters Score -1013877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1013885.437500 Penalty: 3046.159668
	Iteration 29Q: 3 clusters Score -1013885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1013895.250000 Penalty: 3046.159668
	Iteration 30Q: 3 clusters Score -1013895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1013904.125000 Penalty: 3046.159668
	Iteration 31Q: 3 clusters Score -1013904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1013910.437500 Penalty: 3046.159668
	Iteration 32Q: 3 clusters Score -1013910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1013917.125000 Penalty: 3046.159668
	Iteration 33Q: 3 clusters Score -1013917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1013922.625000 Penalty: 3046.159668
	Iteration 34Q: 3 clusters Score -1013923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1013928.250000 Penalty: 3046.159668
	Iteration 35Q: 3 clusters Score -1013928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1013936.437500 Penalty: 3046.159668
	Iteration 36Q: 3 clusters Score -1013936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1013939.125000 Penalty: 3046.159668
	Iteration 37Q: 3 clusters Score -1013939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1013946.437500 Penalty: 3046.159668
	Iteration 38Q: 3 clusters Score -1013946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1013955.375000 Penalty: 3046.159668
	Iteration 39Q: 3 clusters Score -1013955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1013963.875000 Penalty: 3046.159668
	Iteration 40F: 3 clusters Score -1013964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1013973.000000 Penalty: 3046.159668
	Iteration 41Q: 3 clusters Score -1013973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1013978.250000 Penalty: 3046.159668
	Iteration 42Q: 3 clusters Score -1013978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1013981.187500 Penalty: 3046.159668
	Iteration 43Q: 3 clusters Score -1013981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1013985.562500 Penalty: 3046.159668
	Iteration 44Q: 3 clusters Score -1013986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1013989.750000 Penalty: 3046.159668
	Iteration 45Q: 3 clusters Score -1013990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1013992.062500 Penalty: 3046.159668
	Iteration 46Q: 3 clusters Score -1013992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1013993.875000 Penalty: 3046.159668
	Iteration 47Q: 3 clusters Score -1013994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1013994.437500 Penalty: 3046.159668
	Iteration 48Q: 3 clusters Score -1013994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1013995.375000 Penalty: 3046.159668
	Iteration 49Q: 3 clusters Score -1013995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1013999.000000 Penalty: 3046.159668
	Iteration 50Q: 3 clusters Score -1013999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1014002.125000 Penalty: 3046.159668
	Iteration 51Q: 3 clusters Score -1014002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1014002.687500 Penalty: 3046.159668
	Iteration 52Q: 3 clusters Score -1014003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1014003.562500 Penalty: 3046.159668
	Iteration 53Q: 3 clusters Score -1014004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1014003.062500 Penalty: 3046.159668
	Iteration 54Q: 3 clusters Score -1014003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1014002.687500 Penalty: 3046.159668
	Iteration 55Q: 3 clusters Score -1014003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1014002.687500 Penalty: 3046.159668
	Iteration 56F: 3 clusters Score -1014003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -178707.984375 Penalty: 1247.351685
	Iteration 0F: 2 clusters Score -178708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -176519.781250 Penalty: 2494.703369
	Iteration 0F: 3 clusters Score -176519.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -177038.765625 Penalty: 2494.703369
	Iteration 1F: 3 clusters Score -177038.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -177211.125000 Penalty: 2494.703369
	Iteration 2F: 3 clusters Score -177211.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -177407.296875 Penalty: 2494.703369
	Iteration 3F: 3 clusters Score -177407.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -177587.875000 Penalty: 2494.703369
	Iteration 4F: 3 clusters Score -177587.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -177741.468750 Penalty: 2494.703369
	Iteration 5F: 3 clusters Score -177741.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -177876.453125 Penalty: 2494.703369
	Iteration 6F: 3 clusters Score -177876.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -177965.343750 Penalty: 2494.703369
	Iteration 7Q: 3 clusters Score -177965.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -178027.593750 Penalty: 2494.703369
	Iteration 8Q: 3 clusters Score -178027.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -178054.250000 Penalty: 2494.703369
	Iteration 9Q: 3 clusters Score -178054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -178071.140625 Penalty: 2494.703369
	Iteration 10Q: 3 clusters Score -178071.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -178082.921875 Penalty: 2494.703369
	Iteration 11Q: 3 clusters Score -178082.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -178090.390625 Penalty: 2494.703369
	Iteration 12Q: 3 clusters Score -178090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -178095.578125 Penalty: 2494.703369
	Iteration 13Q: 3 clusters Score -178095.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -178101.390625 Penalty: 2494.703369
	Iteration 14Q: 3 clusters Score -178101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -178105.468750 Penalty: 2494.703369
	Iteration 15Q: 3 clusters Score -178105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -178109.875000 Penalty: 2494.703369
	Iteration 16Q: 3 clusters Score -178109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -178111.937500 Penalty: 2494.703369
	Iteration 17Q: 3 clusters Score -178111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -178113.156250 Penalty: 2494.703369
	Iteration 18Q: 3 clusters Score -178113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -178114.421875 Penalty: 2494.703369
	Iteration 19Q: 3 clusters Score -178114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -178116.109375 Penalty: 2494.703369
	Iteration 20F: 3 clusters Score -178116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -178117.125000 Penalty: 2494.703369
	Iteration 21Q: 3 clusters Score -178117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -178118.781250 Penalty: 2494.703369
	Iteration 22Q: 3 clusters Score -178118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -178119.468750 Penalty: 2494.703369
	Iteration 23Q: 3 clusters Score -178119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -178119.468750 Penalty: 2494.703369
	Iteration 24F: 3 clusters Score -178119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -445803.062500 Penalty: 1401.528564
	Iteration 0F: 2 clusters Score -445803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -441418.125000 Penalty: 2803.057129
	Iteration 0F: 3 clusters Score -441418.1 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -442665.406250 Penalty: 2803.057129
	Iteration 1F: 3 clusters Score -442665.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -442938.343750 Penalty: 2803.057129
	Iteration 2F: 3 clusters Score -442938.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -443166.312500 Penalty: 2803.057129
	Iteration 3F: 3 clusters Score -443166.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -443343.562500 Penalty: 2803.057129
	Iteration 4F: 3 clusters Score -443343.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -443502.062500 Penalty: 2803.057129
	Iteration 5Q: 3 clusters Score -443502.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -443641.031250 Penalty: 2803.057129
	Iteration 6Q: 3 clusters Score -443641 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -443765.718750 Penalty: 2803.057129
	Iteration 7Q: 3 clusters Score -443765.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -443855.812500 Penalty: 2803.057129
	Iteration 8Q: 3 clusters Score -443855.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -443931.281250 Penalty: 2803.057129
	Iteration 9Q: 3 clusters Score -443931.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -444012.875000 Penalty: 2803.057129
	Iteration 10Q: 3 clusters Score -444012.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -444082.968750 Penalty: 2803.057129
	Iteration 11Q: 3 clusters Score -444083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -444169.875000 Penalty: 2803.057129
	Iteration 12Q: 3 clusters Score -444169.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -444257.218750 Penalty: 2803.057129
	Iteration 13Q: 3 clusters Score -444257.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -444340.968750 Penalty: 2803.057129
	Iteration 14Q: 3 clusters Score -444341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -444418.687500 Penalty: 2803.057129
	Iteration 15Q: 3 clusters Score -444418.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444483.687500 Penalty: 2803.057129
	Iteration 16Q: 3 clusters Score -444483.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -444537.375000 Penalty: 2803.057129
	Iteration 17Q: 3 clusters Score -444537.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -444568.312500 Penalty: 2803.057129
	Iteration 18Q: 3 clusters Score -444568.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -444586.125000 Penalty: 2803.057129
	Iteration 19Q: 3 clusters Score -444586.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -444600.937500 Penalty: 2803.057129
	Iteration 20F: 3 clusters Score -444600.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -444613.062500 Penalty: 2803.057129
	Iteration 21Q: 3 clusters Score -444613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -444621.531250 Penalty: 2803.057129
	Iteration 22Q: 3 clusters Score -444621.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -444626.781250 Penalty: 2803.057129
	Iteration 23Q: 3 clusters Score -444626.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -444632.187500 Penalty: 2803.057129
	Iteration 24Q: 3 clusters Score -444632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -444634.718750 Penalty: 2803.057129
	Iteration 25Q: 3 clusters Score -444634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -444637.125000 Penalty: 2803.057129
	Iteration 26Q: 3 clusters Score -444637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -444639.093750 Penalty: 2803.057129
	Iteration 27Q: 3 clusters Score -444639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -444641.343750 Penalty: 2803.057129
	Iteration 28Q: 3 clusters Score -444641.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -444643.000000 Penalty: 2803.057129
	Iteration 29Q: 3 clusters Score -444643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -444646.750000 Penalty: 2803.057129
	Iteration 30Q: 3 clusters Score -444646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -444648.562500 Penalty: 2803.057129
	Iteration 31Q: 3 clusters Score -444648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -444651.031250 Penalty: 2803.057129
	Iteration 32Q: 3 clusters Score -444651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -444650.562500 Penalty: 2803.057129
	Iteration 33Q: 3 clusters Score -444650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -444651.968750 Penalty: 2803.057129
	Iteration 34Q: 3 clusters Score -444652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -444653.500000 Penalty: 2803.057129
	Iteration 35Q: 3 clusters Score -444653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -444653.062500 Penalty: 2803.057129
	Iteration 36Q: 3 clusters Score -444653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -444654.562500 Penalty: 2803.057129
	Iteration 37Q: 3 clusters Score -444654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -444654.781250 Penalty: 2803.057129
	Iteration 38Q: 3 clusters Score -444654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -444656.062500 Penalty: 2803.057129
	Iteration 39Q: 3 clusters Score -444656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -444657.031250 Penalty: 2803.057129
	Iteration 40F: 3 clusters Score -444657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -444656.187500 Penalty: 2803.057129
	Iteration 41Q: 3 clusters Score -444656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -444656.187500 Penalty: 2803.057129
	Iteration 42F: 3 clusters Score -444656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Entering Unmasked Estep 
Score: -3983628.000000 Penalty: 1742.706299
	Iteration 0F: 2 clusters Score -3983628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3953193.500000 Penalty: 3485.412598
	Iteration 0F: 3 clusters Score -3953194 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3965121.750000 Penalty: 3485.412598
	Iteration 1F: 3 clusters Score -3965122 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3965530.500000 Penalty: 3485.412598
	Iteration 2Q: 3 clusters Score -3965530 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3965930.750000 Penalty: 3485.412598
	Iteration 3Q: 3 clusters Score -3965931 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3966480.250000 Penalty: 3485.412598
	Iteration 4Q: 3 clusters Score -3966480 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3967209.000000 Penalty: 3485.412598
	Iteration 5Q: 3 clusters Score -3967209 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3968295.750000 Penalty: 3485.412598
	Iteration 6Q: 3 clusters Score -3968296 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3969699.250000 Penalty: 3485.412598
	Iteration 7F: 3 clusters Score -3969699 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3971274.250000 Penalty: 3485.412598
	Iteration 8F: 3 clusters Score -3971274 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3972849.000000 Penalty: 3485.412598
	Iteration 9F: 3 clusters Score -3972849 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3974200.500000 Penalty: 3485.412598
	Iteration 10F: 3 clusters Score -3974200 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3975312.500000 Penalty: 3485.412598
	Iteration 11Q: 3 clusters Score -3975312 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3976083.250000 Penalty: 3485.412598
	Iteration 12Q: 3 clusters Score -3976083 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3976602.250000 Penalty: 3485.412598
	Iteration 13Q: 3 clusters Score -3976602 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3976984.750000 Penalty: 3485.412598
	Iteration 14Q: 3 clusters Score -3976985 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3977255.250000 Penalty: 3485.412598
	Iteration 15Q: 3 clusters Score -3977255 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3977511.000000 Penalty: 3485.412598
	Iteration 16Q: 3 clusters Score -3977511 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3977801.250000 Penalty: 3485.412598
	Iteration 17Q: 3 clusters Score -3977801 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3978111.250000 Penalty: 3485.412598
	Iteration 18Q: 3 clusters Score -3978111 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3978445.750000 Penalty: 3485.412598
	Iteration 19Q: 3 clusters Score -3978446 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3978821.000000 Penalty: 3485.412598
	Iteration 20F: 3 clusters Score -3978821 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -3979240.500000 Penalty: 3485.412598
	Iteration 21Q: 3 clusters Score -3979240 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -3979619.750000 Penalty: 3485.412598
	Iteration 22Q: 3 clusters Score -3979620 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3979969.500000 Penalty: 3485.412598
	Iteration 23Q: 3 clusters Score -3979970 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3980287.000000 Penalty: 3485.412598
	Iteration 24Q: 3 clusters Score -3980287 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3980577.250000 Penalty: 3485.412598
	Iteration 25Q: 3 clusters Score -3980577 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3980845.000000 Penalty: 3485.412598
	Iteration 26Q: 3 clusters Score -3980845 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -3981104.500000 Penalty: 3485.412598
	Iteration 27Q: 3 clusters Score -3981104 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -3981311.500000 Penalty: 3485.412598
	Iteration 28Q: 3 clusters Score -3981312 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -3981478.500000 Penalty: 3485.412598
	Iteration 29Q: 3 clusters Score -3981478 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -3981640.500000 Penalty: 3485.412598
	Iteration 30Q: 3 clusters Score -3981640 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -3981781.750000 Penalty: 3485.412598
	Iteration 31Q: 3 clusters Score -3981782 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -3981877.500000 Penalty: 3485.412598
	Iteration 32Q: 3 clusters Score -3981878 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -3981960.750000 Penalty: 3485.412598
	Iteration 33Q: 3 clusters Score -3981961 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -3982044.250000 Penalty: 3485.412598
	Iteration 34Q: 3 clusters Score -3982044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -3982115.250000 Penalty: 3485.412598
	Iteration 35Q: 3 clusters Score -3982115 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -3982172.750000 Penalty: 3485.412598
	Iteration 36Q: 3 clusters Score -3982173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -3982210.500000 Penalty: 3485.412598
	Iteration 37Q: 3 clusters Score -3982210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -3982238.000000 Penalty: 3485.412598
	Iteration 38Q: 3 clusters Score -3982238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -3982285.000000 Penalty: 3485.412598
	Iteration 39Q: 3 clusters Score -3982285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -3982302.000000 Penalty: 3485.412598
	Iteration 40F: 3 clusters Score -3982302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -3982329.500000 Penalty: 3485.412598
	Iteration 41Q: 3 clusters Score -3982330 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -3982358.500000 Penalty: 3485.412598
	Iteration 42Q: 3 clusters Score -3982358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -3982379.250000 Penalty: 3485.412598
	Iteration 43Q: 3 clusters Score -3982379 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -3982391.250000 Penalty: 3485.412598
	Iteration 44Q: 3 clusters Score -3982391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -3982399.750000 Penalty: 3485.412598
	Iteration 45Q: 3 clusters Score -3982400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -3982417.000000 Penalty: 3485.412598
	Iteration 46Q: 3 clusters Score -3982417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -3982447.250000 Penalty: 3485.412598
	Iteration 47Q: 3 clusters Score -3982447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -3982478.000000 Penalty: 3485.412598
	Iteration 48Q: 3 clusters Score -3982478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -3982493.250000 Penalty: 3485.412598
	Iteration 49Q: 3 clusters Score -3982493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -3982504.750000 Penalty: 3485.412598
	Iteration 50Q: 3 clusters Score -3982505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -3982514.750000 Penalty: 3485.412598
	Iteration 51Q: 3 clusters Score -3982515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -3982524.500000 Penalty: 3485.412598
	Iteration 52Q: 3 clusters Score -3982524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -3982532.000000 Penalty: 3485.412598
	Iteration 53Q: 3 clusters Score -3982532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -3982543.250000 Penalty: 3485.412598
	Iteration 54Q: 3 clusters Score -3982543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -3982556.500000 Penalty: 3485.412598
	Iteration 55Q: 3 clusters Score -3982556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -3982568.750000 Penalty: 3485.412598
	Iteration 56Q: 3 clusters Score -3982569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -3982576.000000 Penalty: 3485.412598
	Iteration 57Q: 3 clusters Score -3982576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -3982576.750000 Penalty: 3485.412598
	Iteration 58Q: 3 clusters Score -3982577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -3982584.750000 Penalty: 3485.412598
	Iteration 59Q: 3 clusters Score -3982585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -3982586.750000 Penalty: 3485.412598
	Iteration 60F: 3 clusters Score -3982587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -3982604.250000 Penalty: 3485.412598
	Iteration 61Q: 3 clusters Score -3982604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -3982621.000000 Penalty: 3485.412598
	Iteration 62Q: 3 clusters Score -3982621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -3982636.250000 Penalty: 3485.412598
	Iteration 63Q: 3 clusters Score -3982636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -3982651.250000 Penalty: 3485.412598
	Iteration 64Q: 3 clusters Score -3982651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -3982662.750000 Penalty: 3485.412598
	Iteration 65Q: 3 clusters Score -3982663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -3982678.750000 Penalty: 3485.412598
	Iteration 66Q: 3 clusters Score -3982679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -3982679.250000 Penalty: 3485.412598
	Iteration 67Q: 3 clusters Score -3982679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -3982681.250000 Penalty: 3485.412598
	Iteration 68Q: 3 clusters Score -3982681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -3982687.750000 Penalty: 3485.412598
	Iteration 69Q: 3 clusters Score -3982688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -3982690.000000 Penalty: 3485.412598
	Iteration 70Q: 3 clusters Score -3982690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -3982695.500000 Penalty: 3485.412598
	Iteration 71Q: 3 clusters Score -3982696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -3982698.750000 Penalty: 3485.412598
	Iteration 72Q: 3 clusters Score -3982699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -3982696.250000 Penalty: 3485.412598
	Iteration 73Q: 3 clusters Score -3982696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -3982707.500000 Penalty: 3485.412598
	Iteration 74Q: 3 clusters Score -3982708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -3982707.750000 Penalty: 3485.412598
	Iteration 75Q: 3 clusters Score -3982708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -3982709.750000 Penalty: 3485.412598
	Iteration 76Q: 3 clusters Score -3982710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -3982708.250000 Penalty: 3485.412598
	Iteration 77Q: 3 clusters Score -3982708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -3982712.000000 Penalty: 3485.412598
	Iteration 78Q: 3 clusters Score -3982712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -3982708.500000 Penalty: 3485.412598
	Iteration 79Q: 3 clusters Score -3982708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -3982714.500000 Penalty: 3485.412598
	Iteration 80F: 3 clusters Score -3982714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -3982709.500000 Penalty: 3485.412598
	Iteration 81Q: 3 clusters Score -3982710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -3982711.000000 Penalty: 3485.412598
	Iteration 82Q: 3 clusters Score -3982711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -3982715.500000 Penalty: 3485.412598
	Iteration 83Q: 3 clusters Score -3982716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -3982717.250000 Penalty: 3485.412598
	Iteration 84Q: 3 clusters Score -3982717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -3982714.500000 Penalty: 3485.412598
	Iteration 85Q: 3 clusters Score -3982714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -3982717.000000 Penalty: 3485.412598
	Iteration 86Q: 3 clusters Score -3982717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -3982717.000000 Penalty: 3485.412598
	Iteration 87F: 3 clusters Score -3982717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Entering Unmasked Estep 
Score: -6783600.000000 Penalty: 1825.920532
	Iteration 0F: 2 clusters Score -6783600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6732768.500000 Penalty: 3651.841064
	Iteration 0F: 3 clusters Score -6732768 nChanged 36072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -6753725.500000 Penalty: 3651.841064
	Iteration 1F: 3 clusters Score -6753726 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6754480.000000 Penalty: 3651.841064
	Iteration 2Q: 3 clusters Score -6754480 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6755513.500000 Penalty: 3651.841064
	Iteration 3Q: 3 clusters Score -6755514 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6756845.000000 Penalty: 3651.841064
	Iteration 4Q: 3 clusters Score -6756845 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -6758708.000000 Penalty: 3651.841064
	Iteration 5Q: 3 clusters Score -6758708 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -6761273.000000 Penalty: 3651.841064
	Iteration 6F: 3 clusters Score -6761273 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6764410.000000 Penalty: 3651.841064
	Iteration 7F: 3 clusters Score -6764410 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -6767370.000000 Penalty: 3651.841064
	Iteration 8F: 3 clusters Score -6767370 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6769755.500000 Penalty: 3651.841064
	Iteration 9F: 3 clusters Score -6769756 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6771230.500000 Penalty: 3651.841064
	Iteration 10Q: 3 clusters Score -6771230 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6772269.000000 Penalty: 3651.841064
	Iteration 11Q: 3 clusters Score -6772269 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -6772931.500000 Penalty: 3651.841064
	Iteration 12Q: 3 clusters Score -6772932 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -6773387.000000 Penalty: 3651.841064
	Iteration 13Q: 3 clusters Score -6773387 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -6773826.500000 Penalty: 3651.841064
	Iteration 14Q: 3 clusters Score -6773826 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -6774307.000000 Penalty: 3651.841064
	Iteration 15Q: 3 clusters Score -6774307 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -6774747.000000 Penalty: 3651.841064
	Iteration 16Q: 3 clusters Score -6774747 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -6775348.000000 Penalty: 3651.841064
	Iteration 17Q: 3 clusters Score -6775348 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -6775937.500000 Penalty: 3651.841064
	Iteration 18Q: 3 clusters Score -6775938 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -6776542.500000 Penalty: 3651.841064
	Iteration 19Q: 3 clusters Score -6776542 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -6777260.500000 Penalty: 3651.841064
	Iteration 20F: 3 clusters Score -6777260 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -6778016.500000 Penalty: 3651.841064
	Iteration 21Q: 3 clusters Score -6778016 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -6778833.000000 Penalty: 3651.841064
	Iteration 22Q: 3 clusters Score -6778833 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -6779722.500000 Penalty: 3651.841064
	Iteration 23Q: 3 clusters Score -6779722 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -6780502.000000 Penalty: 3651.841064
	Iteration 24Q: 3 clusters Score -6780502 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -6781209.000000 Penalty: 3651.841064
	Iteration 25Q: 3 clusters Score -6781209 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -6781742.000000 Penalty: 3651.841064
	Iteration 26Q: 3 clusters Score -6781742 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -6782095.500000 Penalty: 3651.841064
	Iteration 27Q: 3 clusters Score -6782096 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -6782303.500000 Penalty: 3651.841064
	Iteration 28Q: 3 clusters Score -6782304 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -6782412.000000 Penalty: 3651.841064
	Iteration 29Q: 3 clusters Score -6782412 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -6782462.000000 Penalty: 3651.841064
	Iteration 30Q: 3 clusters Score -6782462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -6782505.000000 Penalty: 3651.841064
	Iteration 31Q: 3 clusters Score -6782505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -6782517.000000 Penalty: 3651.841064
	Iteration 32Q: 3 clusters Score -6782517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -6782528.000000 Penalty: 3651.841064
	Iteration 33Q: 3 clusters Score -6782528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -6782536.000000 Penalty: 3651.841064
	Iteration 34Q: 3 clusters Score -6782536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -6782536.500000 Penalty: 3651.841064
	Iteration 35Q: 3 clusters Score -6782536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -6782533.500000 Penalty: 3651.841064
	Iteration 36Q: 3 clusters Score -6782534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -6782535.500000 Penalty: 3651.841064
	Iteration 37Q: 3 clusters Score -6782536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -6782532.500000 Penalty: 3651.841064
	Iteration 38Q: 3 clusters Score -6782532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -6782534.000000 Penalty: 3651.841064
	Iteration 39Q: 3 clusters Score -6782534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -6782540.500000 Penalty: 3651.841064
	Iteration 40F: 3 clusters Score -6782540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -6782551.500000 Penalty: 3651.841064
	Iteration 41Q: 3 clusters Score -6782552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -6782549.000000 Penalty: 3651.841064
	Iteration 42Q: 3 clusters Score -6782549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -6782546.000000 Penalty: 3651.841064
	Iteration 43Q: 3 clusters Score -6782546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -6782548.000000 Penalty: 3651.841064
	Iteration 44Q: 3 clusters Score -6782548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -6782548.500000 Penalty: 3651.841064
	Iteration 45Q: 3 clusters Score -6782548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -6782551.000000 Penalty: 3651.841064
	Iteration 46Q: 3 clusters Score -6782551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -6782545.000000 Penalty: 3651.841064
	Iteration 47Q: 3 clusters Score -6782545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -6782549.500000 Penalty: 3651.841064
	Iteration 48Q: 3 clusters Score -6782550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -6782547.000000 Penalty: 3651.841064
	Iteration 49Q: 3 clusters Score -6782547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -6782544.000000 Penalty: 3651.841064
	Iteration 50Q: 3 clusters Score -6782544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -6782544.000000 Penalty: 3651.841064
	Iteration 51F: 3 clusters Score -6782544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -120699.351562 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -120699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118957.328125 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -118957.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -119308.679688 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -119308.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119460.265625 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -119460.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -119573.109375 Penalty: 2369.788086
	Iteration 3F: 3 clusters Score -119573.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119645.742188 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -119645.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119697.492188 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -119697.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119753.046875 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -119753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119795.953125 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -119796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -119826.148438 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -119826.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -119855.609375 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -119855.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119879.335938 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -119879.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -119905.562500 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -119905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -119920.039062 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -119920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -119925.109375 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -119925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -119933.843750 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -119933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -119936.109375 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -119936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -119949.007812 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -119949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -119954.281250 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -119954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -119960.968750 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -119961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -119970.109375 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -119970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -119975.312500 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -119975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -119976.593750 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -119976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119977.937500 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -119977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119977.937500 Penalty: 2369.788086
	Iteration 23F: 3 clusters Score -119977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -459188.218750 Penalty: 1397.689575
	Iteration 0F: 2 clusters Score -459188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -454929.968750 Penalty: 2795.379150
	Iteration 0F: 3 clusters Score -454930 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -456247.531250 Penalty: 2795.379150
	Iteration 1F: 3 clusters Score -456247.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -456498.906250 Penalty: 2795.379150
	Iteration 2F: 3 clusters Score -456498.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -456718.000000 Penalty: 2795.379150
	Iteration 3F: 3 clusters Score -456718 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -456973.406250 Penalty: 2795.379150
	Iteration 4F: 3 clusters Score -456973.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -457266.125000 Penalty: 2795.379150
	Iteration 5F: 3 clusters Score -457266.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -457515.906250 Penalty: 2795.379150
	Iteration 6F: 3 clusters Score -457515.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -457720.218750 Penalty: 2795.379150
	Iteration 7F: 3 clusters Score -457720.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -457903.281250 Penalty: 2795.379150
	Iteration 8Q: 3 clusters Score -457903.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -458059.375000 Penalty: 2795.379150
	Iteration 9Q: 3 clusters Score -458059.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -458195.218750 Penalty: 2795.379150
	Iteration 10Q: 3 clusters Score -458195.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -458324.375000 Penalty: 2795.379150
	Iteration 11Q: 3 clusters Score -458324.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -458454.593750 Penalty: 2795.379150
	Iteration 12Q: 3 clusters Score -458454.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -458565.562500 Penalty: 2795.379150
	Iteration 13Q: 3 clusters Score -458565.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -458677.250000 Penalty: 2795.379150
	Iteration 14Q: 3 clusters Score -458677.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -458734.875000 Penalty: 2795.379150
	Iteration 15Q: 3 clusters Score -458734.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -458780.968750 Penalty: 2795.379150
	Iteration 16Q: 3 clusters Score -458781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -458845.718750 Penalty: 2795.379150
	Iteration 17Q: 3 clusters Score -458845.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -458895.250000 Penalty: 2795.379150
	Iteration 18Q: 3 clusters Score -458895.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -458924.843750 Penalty: 2795.379150
	Iteration 19Q: 3 clusters Score -458924.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -458940.875000 Penalty: 2795.379150
	Iteration 20F: 3 clusters Score -458940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -458955.343750 Penalty: 2795.379150
	Iteration 21Q: 3 clusters Score -458955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -458963.312500 Penalty: 2795.379150
	Iteration 22Q: 3 clusters Score -458963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -458967.843750 Penalty: 2795.379150
	Iteration 23Q: 3 clusters Score -458967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -458968.812500 Penalty: 2795.379150
	Iteration 24Q: 3 clusters Score -458968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -458969.906250 Penalty: 2795.379150
	Iteration 25Q: 3 clusters Score -458969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -458970.750000 Penalty: 2795.379150
	Iteration 26Q: 3 clusters Score -458970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -458970.750000 Penalty: 2795.379150
	Iteration 27F: 3 clusters Score -458970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -137942.250000 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -137942.2 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 1011 members 
Entering Unmasked Estep 
Score: -135843.906250 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -135843.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -136476.187500 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -136476.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -136704.093750 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -136704.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -136848.968750 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -136849 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136955.687500 Penalty: 2481.159668
	Iteration 4F: 3 clusters Score -136955.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -137037.296875 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -137037.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137084.640625 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -137084.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -137121.250000 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -137121.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -137150.781250 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -137150.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -137167.140625 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -137167.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -137178.203125 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -137178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -137185.484375 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -137185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -137191.609375 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -137191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -137197.781250 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -137197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -137202.421875 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -137202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -137206.546875 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -137206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -137210.218750 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -137210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -137213.140625 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -137213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -137215.796875 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -137215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -137217.437500 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -137217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -137218.312500 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -137218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -137220.296875 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -137220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -137220.531250 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -137220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -137220.531250 Penalty: 2481.159668
	Iteration 23F: 3 clusters Score -137220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -74378.187500 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -74378.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72966.257812 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -72966.26 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -73179.109375 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -73179.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73253.296875 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -73253.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73288.953125 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -73288.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -73317.445312 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -73317.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73338.640625 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -73338.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73355.031250 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -73355.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73360.007812 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -73360.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73364.757812 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -73364.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73371.265625 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -73371.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73374.937500 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -73374.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73378.671875 Penalty: 2229.033691
	Iteration 11Q: 3 clusters Score -73378.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73382.867188 Penalty: 2229.033691
	Iteration 12Q: 3 clusters Score -73382.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73386.781250 Penalty: 2229.033691
	Iteration 13Q: 3 clusters Score -73386.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73389.851562 Penalty: 2229.033691
	Iteration 14Q: 3 clusters Score -73389.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73390.773438 Penalty: 2229.033691
	Iteration 15Q: 3 clusters Score -73390.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73394.015625 Penalty: 2229.033691
	Iteration 16Q: 3 clusters Score -73394.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73396.500000 Penalty: 2229.033691
	Iteration 17Q: 3 clusters Score -73396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73400.218750 Penalty: 2229.033691
	Iteration 18Q: 3 clusters Score -73400.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73401.984375 Penalty: 2229.033691
	Iteration 19Q: 3 clusters Score -73401.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73405.390625 Penalty: 2229.033691
	Iteration 20F: 3 clusters Score -73405.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73407.906250 Penalty: 2229.033691
	Iteration 21Q: 3 clusters Score -73407.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73411.882812 Penalty: 2229.033691
	Iteration 22Q: 3 clusters Score -73411.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73415.921875 Penalty: 2229.033691
	Iteration 23Q: 3 clusters Score -73415.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73419.984375 Penalty: 2229.033691
	Iteration 24Q: 3 clusters Score -73419.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73422.312500 Penalty: 2229.033691
	Iteration 25Q: 3 clusters Score -73422.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73422.312500 Penalty: 2229.033691
	Iteration 26F: 3 clusters Score -73422.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130648.968750 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128872.812500 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128872.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -129420.828125 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129420.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -129562.437500 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129562.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -129636.445312 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129636.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -129677.539062 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -129677.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -129703.250000 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129703.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -129721.265625 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -129734.703125 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -129743.335938 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129743.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129755.617188 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -129769.273438 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129776.007812 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129779.265625 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -129780.117188 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -129780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -129780.687500 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -129780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129781.046875 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -129781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129781.046875 Penalty: 2401.809082
	Iteration 16F: 3 clusters Score -129781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -67162.476562 Penalty: 1125.409180
	Iteration 0F: 2 clusters Score -67162.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65777.195312 Penalty: 2250.818359
	Iteration 0F: 3 clusters Score -65777.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66200.765625 Penalty: 2250.818359
	Iteration 1F: 3 clusters Score -66200.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66378.593750 Penalty: 2250.818359
	Iteration 2F: 3 clusters Score -66378.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66463.437500 Penalty: 2250.818359
	Iteration 3F: 3 clusters Score -66463.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66493.000000 Penalty: 2250.818359
	Iteration 4Q: 3 clusters Score -66493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66518.468750 Penalty: 2250.818359
	Iteration 5Q: 3 clusters Score -66518.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -66553.468750 Penalty: 2250.818359
	Iteration 6Q: 3 clusters Score -66553.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66582.359375 Penalty: 2250.818359
	Iteration 7Q: 3 clusters Score -66582.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66621.437500 Penalty: 2250.818359
	Iteration 8Q: 3 clusters Score -66621.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66654.593750 Penalty: 2250.818359
	Iteration 9Q: 3 clusters Score -66654.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66675.828125 Penalty: 2250.818359
	Iteration 10Q: 3 clusters Score -66675.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66712.554688 Penalty: 2250.818359
	Iteration 11Q: 3 clusters Score -66712.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66733.093750 Penalty: 2250.818359
	Iteration 12Q: 3 clusters Score -66733.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66757.992188 Penalty: 2250.818359
	Iteration 13Q: 3 clusters Score -66757.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66768.937500 Penalty: 2250.818359
	Iteration 14Q: 3 clusters Score -66768.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66775.726562 Penalty: 2250.818359
	Iteration 15Q: 3 clusters Score -66775.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66778.117188 Penalty: 2250.818359
	Iteration 16Q: 3 clusters Score -66778.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66778.585938 Penalty: 2250.818359
	Iteration 17Q: 3 clusters Score -66778.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66779.421875 Penalty: 2250.818359
	Iteration 18Q: 3 clusters Score -66779.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66779.789062 Penalty: 2250.818359
	Iteration 19Q: 3 clusters Score -66779.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66781.125000 Penalty: 2250.818359
	Iteration 20F: 3 clusters Score -66781.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -66782.789062 Penalty: 2250.818359
	Iteration 21Q: 3 clusters Score -66782.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66785.265625 Penalty: 2250.818359
	Iteration 22Q: 3 clusters Score -66785.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66788.906250 Penalty: 2250.818359
	Iteration 23Q: 3 clusters Score -66788.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66794.757812 Penalty: 2250.818359
	Iteration 24Q: 3 clusters Score -66794.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66800.140625 Penalty: 2250.818359
	Iteration 25Q: 3 clusters Score -66800.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66806.031250 Penalty: 2250.818359
	Iteration 26Q: 3 clusters Score -66806.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66808.812500 Penalty: 2250.818359
	Iteration 27Q: 3 clusters Score -66808.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66809.953125 Penalty: 2250.818359
	Iteration 28Q: 3 clusters Score -66809.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66812.312500 Penalty: 2250.818359
	Iteration 29Q: 3 clusters Score -66812.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66813.000000 Penalty: 2250.818359
	Iteration 30Q: 3 clusters Score -66813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66816.304688 Penalty: 2250.818359
	Iteration 31Q: 3 clusters Score -66816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66819.218750 Penalty: 2250.818359
	Iteration 32Q: 3 clusters Score -66819.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66824.125000 Penalty: 2250.818359
	Iteration 33Q: 3 clusters Score -66824.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66835.500000 Penalty: 2250.818359
	Iteration 34Q: 3 clusters Score -66835.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66858.398438 Penalty: 2250.818359
	Iteration 35Q: 3 clusters Score -66858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66878.609375 Penalty: 2250.818359
	Iteration 36Q: 3 clusters Score -66878.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66893.304688 Penalty: 2250.818359
	Iteration 37Q: 3 clusters Score -66893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -66898.609375 Penalty: 2250.818359
	Iteration 38Q: 3 clusters Score -66898.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66902.945312 Penalty: 2250.818359
	Iteration 39Q: 3 clusters Score -66902.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66905.992188 Penalty: 2250.818359
	Iteration 40F: 3 clusters Score -66905.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66910.562500 Penalty: 2250.818359
	Iteration 41Q: 3 clusters Score -66910.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66914.625000 Penalty: 2250.818359
	Iteration 42Q: 3 clusters Score -66914.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66917.640625 Penalty: 2250.818359
	Iteration 43Q: 3 clusters Score -66917.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66920.312500 Penalty: 2250.818359
	Iteration 44Q: 3 clusters Score -66920.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66921.453125 Penalty: 2250.818359
	Iteration 45Q: 3 clusters Score -66921.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -66923.679688 Penalty: 2250.818359
	Iteration 46Q: 3 clusters Score -66923.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66925.593750 Penalty: 2250.818359
	Iteration 47Q: 3 clusters Score -66925.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66927.757812 Penalty: 2250.818359
	Iteration 48Q: 3 clusters Score -66927.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66928.906250 Penalty: 2250.818359
	Iteration 49Q: 3 clusters Score -66928.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66930.507812 Penalty: 2250.818359
	Iteration 50Q: 3 clusters Score -66930.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66933.679688 Penalty: 2250.818359
	Iteration 51Q: 3 clusters Score -66933.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -66936.125000 Penalty: 2250.818359
	Iteration 52Q: 3 clusters Score -66936.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66936.898438 Penalty: 2250.818359
	Iteration 53Q: 3 clusters Score -66936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66937.171875 Penalty: 2250.818359
	Iteration 54Q: 3 clusters Score -66937.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66939.734375 Penalty: 2250.818359
	Iteration 55Q: 3 clusters Score -66939.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66940.109375 Penalty: 2250.818359
	Iteration 56Q: 3 clusters Score -66940.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66940.445312 Penalty: 2250.818359
	Iteration 57Q: 3 clusters Score -66940.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66940.601562 Penalty: 2250.818359
	Iteration 58Q: 3 clusters Score -66940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66940.601562 Penalty: 2250.818359
	Iteration 59F: 3 clusters Score -66940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -450967.312500 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -450967.3 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 2701 members 
Entering Unmasked Estep 
Score: -446763.656250 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -446763.7 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -447999.812500 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -447999.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -448190.875000 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -448190.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -448319.718750 Penalty: 2790.623047
	Iteration 3Q: 3 clusters Score -448319.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -448406.468750 Penalty: 2790.623047
	Iteration 4Q: 3 clusters Score -448406.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -448466.531250 Penalty: 2790.623047
	Iteration 5Q: 3 clusters Score -448466.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -448522.343750 Penalty: 2790.623047
	Iteration 6Q: 3 clusters Score -448522.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -448580.562500 Penalty: 2790.623047
	Iteration 7Q: 3 clusters Score -448580.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -448641.062500 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -448641.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -448714.343750 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -448714.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -448803.406250 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -448803.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -448910.062500 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -448910.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -449030.906250 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -449030.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -449162.093750 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -449162.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -449332.625000 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -449332.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -449515.656250 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -449515.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -449686.968750 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -449687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -449839.906250 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -449839.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -449996.687500 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -449996.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -450111.562500 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -450111.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -450199.562500 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -450199.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -450268.343750 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -450268.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -450308.500000 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -450308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -450325.781250 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -450325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -450335.937500 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -450335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -450341.562500 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -450341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -450342.937500 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -450342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -450346.468750 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -450346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450349.375000 Penalty: 2790.623047
	Iteration 28Q: 3 clusters Score -450349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -450350.750000 Penalty: 2790.623047
	Iteration 29Q: 3 clusters Score -450350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -450350.593750 Penalty: 2790.623047
	Iteration 30Q: 3 clusters Score -450350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -450350.656250 Penalty: 2790.623047
	Iteration 31Q: 3 clusters Score -450350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -450351.531250 Penalty: 2790.623047
	Iteration 32Q: 3 clusters Score -450351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -450352.500000 Penalty: 2790.623047
	Iteration 33Q: 3 clusters Score -450352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -450353.687500 Penalty: 2790.623047
	Iteration 34Q: 3 clusters Score -450353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -450355.156250 Penalty: 2790.623047
	Iteration 35Q: 3 clusters Score -450355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -450356.031250 Penalty: 2790.623047
	Iteration 36Q: 3 clusters Score -450356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -450356.031250 Penalty: 2790.623047
	Iteration 37F: 3 clusters Score -450356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (90532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Entering Unmasked Estep 
Score: -8134622.000000 Penalty: 1854.687012
	Iteration 0F: 2 clusters Score -8134622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8073812.500000 Penalty: 3709.374023
	Iteration 0F: 3 clusters Score -8073812 nChanged 43193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8099214.000000 Penalty: 3709.374023
	Iteration 1F: 3 clusters Score -8099214 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8100153.500000 Penalty: 3709.374023
	Iteration 2Q: 3 clusters Score -8100154 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8101494.500000 Penalty: 3709.374023
	Iteration 3Q: 3 clusters Score -8101494 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -8103521.000000 Penalty: 3709.374023
	Iteration 4Q: 3 clusters Score -8103521 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -8106804.500000 Penalty: 3709.374023
	Iteration 5F: 3 clusters Score -8106804 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8111650.500000 Penalty: 3709.374023
	Iteration 6F: 3 clusters Score -8111650 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8117482.000000 Penalty: 3709.374023
	Iteration 7F: 3 clusters Score -8117482 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -8123179.000000 Penalty: 3709.374023
	Iteration 8F: 3 clusters Score -8123179 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -8127569.500000 Penalty: 3709.374023
	Iteration 9F: 3 clusters Score -8127570 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8130382.500000 Penalty: 3709.374023
	Iteration 10Q: 3 clusters Score -8130382 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8131838.500000 Penalty: 3709.374023
	Iteration 11Q: 3 clusters Score -8131838 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8132486.000000 Penalty: 3709.374023
	Iteration 12Q: 3 clusters Score -8132486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8132716.000000 Penalty: 3709.374023
	Iteration 13Q: 3 clusters Score -8132716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8132851.000000 Penalty: 3709.374023
	Iteration 14Q: 3 clusters Score -8132851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8132922.500000 Penalty: 3709.374023
	Iteration 15Q: 3 clusters Score -8132922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8132964.500000 Penalty: 3709.374023
	Iteration 16Q: 3 clusters Score -8132964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8132991.000000 Penalty: 3709.374023
	Iteration 17Q: 3 clusters Score -8132991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8133005.500000 Penalty: 3709.374023
	Iteration 18Q: 3 clusters Score -8133006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8133025.500000 Penalty: 3709.374023
	Iteration 19Q: 3 clusters Score -8133026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8133038.500000 Penalty: 3709.374023
	Iteration 20F: 3 clusters Score -8133038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8133044.000000 Penalty: 3709.374023
	Iteration 21Q: 3 clusters Score -8133044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8133052.000000 Penalty: 3709.374023
	Iteration 22Q: 3 clusters Score -8133052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8133050.500000 Penalty: 3709.374023
	Iteration 23Q: 3 clusters Score -8133050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8133047.500000 Penalty: 3709.374023
	Iteration 24Q: 3 clusters Score -8133048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8133054.500000 Penalty: 3709.374023
	Iteration 25Q: 3 clusters Score -8133054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8133053.000000 Penalty: 3709.374023
	Iteration 26Q: 3 clusters Score -8133053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8133056.000000 Penalty: 3709.374023
	Iteration 27Q: 3 clusters Score -8133056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8133063.500000 Penalty: 3709.374023
	Iteration 28Q: 3 clusters Score -8133064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8133078.000000 Penalty: 3709.374023
	Iteration 29Q: 3 clusters Score -8133078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8133077.000000 Penalty: 3709.374023
	Iteration 30Q: 3 clusters Score -8133077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8133090.000000 Penalty: 3709.374023
	Iteration 31Q: 3 clusters Score -8133090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8133089.500000 Penalty: 3709.374023
	Iteration 32Q: 3 clusters Score -8133090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8133088.500000 Penalty: 3709.374023
	Iteration 33Q: 3 clusters Score -8133088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8133086.500000 Penalty: 3709.374023
	Iteration 34Q: 3 clusters Score -8133086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8133085.500000 Penalty: 3709.374023
	Iteration 35Q: 3 clusters Score -8133086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8133089.500000 Penalty: 3709.374023
	Iteration 36Q: 3 clusters Score -8133090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8133089.500000 Penalty: 3709.374023
	Iteration 37F: 3 clusters Score -8133090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Entering Unmasked Estep 
Score: -2028607.750000 Penalty: 1651.343506
	Iteration 0F: 2 clusters Score -2028608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2011252.375000 Penalty: 3302.687012
	Iteration 0F: 3 clusters Score -2011252 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2017944.500000 Penalty: 3302.687012
	Iteration 1F: 3 clusters Score -2017944 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2018658.500000 Penalty: 3302.687012
	Iteration 2F: 3 clusters Score -2018658 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2019293.750000 Penalty: 3302.687012
	Iteration 3F: 3 clusters Score -2019294 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2019880.625000 Penalty: 3302.687012
	Iteration 4F: 3 clusters Score -2019881 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2020412.625000 Penalty: 3302.687012
	Iteration 5Q: 3 clusters Score -2020413 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2020960.250000 Penalty: 3302.687012
	Iteration 6Q: 3 clusters Score -2020960 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2021537.750000 Penalty: 3302.687012
	Iteration 7Q: 3 clusters Score -2021538 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2022155.375000 Penalty: 3302.687012
	Iteration 8Q: 3 clusters Score -2022155 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2022767.875000 Penalty: 3302.687012
	Iteration 9Q: 3 clusters Score -2022768 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2023343.625000 Penalty: 3302.687012
	Iteration 10Q: 3 clusters Score -2023344 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2023894.500000 Penalty: 3302.687012
	Iteration 11Q: 3 clusters Score -2023894 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2024387.000000 Penalty: 3302.687012
	Iteration 12Q: 3 clusters Score -2024387 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2024729.375000 Penalty: 3302.687012
	Iteration 13Q: 3 clusters Score -2024729 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2024944.875000 Penalty: 3302.687012
	Iteration 14Q: 3 clusters Score -2024945 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2025105.500000 Penalty: 3302.687012
	Iteration 15Q: 3 clusters Score -2025106 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2025221.750000 Penalty: 3302.687012
	Iteration 16Q: 3 clusters Score -2025222 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2025344.625000 Penalty: 3302.687012
	Iteration 17Q: 3 clusters Score -2025345 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2025459.375000 Penalty: 3302.687012
	Iteration 18Q: 3 clusters Score -2025459 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2025565.500000 Penalty: 3302.687012
	Iteration 19Q: 3 clusters Score -2025566 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2025670.625000 Penalty: 3302.687012
	Iteration 20F: 3 clusters Score -2025671 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2025784.625000 Penalty: 3302.687012
	Iteration 21Q: 3 clusters Score -2025785 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2025892.125000 Penalty: 3302.687012
	Iteration 22Q: 3 clusters Score -2025892 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2026012.625000 Penalty: 3302.687012
	Iteration 23Q: 3 clusters Score -2026013 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2026132.000000 Penalty: 3302.687012
	Iteration 24Q: 3 clusters Score -2026132 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2026241.500000 Penalty: 3302.687012
	Iteration 25Q: 3 clusters Score -2026242 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2026345.750000 Penalty: 3302.687012
	Iteration 26Q: 3 clusters Score -2026346 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2026429.500000 Penalty: 3302.687012
	Iteration 27Q: 3 clusters Score -2026430 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2026517.375000 Penalty: 3302.687012
	Iteration 28Q: 3 clusters Score -2026517 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2026615.125000 Penalty: 3302.687012
	Iteration 29Q: 3 clusters Score -2026615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2026716.500000 Penalty: 3302.687012
	Iteration 30Q: 3 clusters Score -2026716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2026795.000000 Penalty: 3302.687012
	Iteration 31Q: 3 clusters Score -2026795 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2026896.875000 Penalty: 3302.687012
	Iteration 32Q: 3 clusters Score -2026897 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2026993.250000 Penalty: 3302.687012
	Iteration 33Q: 3 clusters Score -2026993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2027082.000000 Penalty: 3302.687012
	Iteration 34Q: 3 clusters Score -2027082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2027154.375000 Penalty: 3302.687012
	Iteration 35Q: 3 clusters Score -2027154 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2027217.375000 Penalty: 3302.687012
	Iteration 36Q: 3 clusters Score -2027217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2027256.875000 Penalty: 3302.687012
	Iteration 37Q: 3 clusters Score -2027257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2027291.625000 Penalty: 3302.687012
	Iteration 38Q: 3 clusters Score -2027292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2027328.750000 Penalty: 3302.687012
	Iteration 39Q: 3 clusters Score -2027329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2027365.875000 Penalty: 3302.687012
	Iteration 40F: 3 clusters Score -2027366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2027391.750000 Penalty: 3302.687012
	Iteration 41Q: 3 clusters Score -2027392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2027407.250000 Penalty: 3302.687012
	Iteration 42Q: 3 clusters Score -2027407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2027420.000000 Penalty: 3302.687012
	Iteration 43Q: 3 clusters Score -2027420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2027429.875000 Penalty: 3302.687012
	Iteration 44Q: 3 clusters Score -2027430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2027435.125000 Penalty: 3302.687012
	Iteration 45Q: 3 clusters Score -2027435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2027445.875000 Penalty: 3302.687012
	Iteration 46Q: 3 clusters Score -2027446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2027452.250000 Penalty: 3302.687012
	Iteration 47Q: 3 clusters Score -2027452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2027456.000000 Penalty: 3302.687012
	Iteration 48Q: 3 clusters Score -2027456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2027458.500000 Penalty: 3302.687012
	Iteration 49Q: 3 clusters Score -2027458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2027463.500000 Penalty: 3302.687012
	Iteration 50Q: 3 clusters Score -2027464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2027469.625000 Penalty: 3302.687012
	Iteration 51Q: 3 clusters Score -2027470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2027469.875000 Penalty: 3302.687012
	Iteration 52Q: 3 clusters Score -2027470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2027476.000000 Penalty: 3302.687012
	Iteration 53Q: 3 clusters Score -2027476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2027481.500000 Penalty: 3302.687012
	Iteration 54Q: 3 clusters Score -2027482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2027485.750000 Penalty: 3302.687012
	Iteration 55Q: 3 clusters Score -2027486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2027492.125000 Penalty: 3302.687012
	Iteration 56Q: 3 clusters Score -2027492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2027497.750000 Penalty: 3302.687012
	Iteration 57Q: 3 clusters Score -2027498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2027507.625000 Penalty: 3302.687012
	Iteration 58Q: 3 clusters Score -2027508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2027511.000000 Penalty: 3302.687012
	Iteration 59Q: 3 clusters Score -2027511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2027512.125000 Penalty: 3302.687012
	Iteration 60F: 3 clusters Score -2027512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2027515.500000 Penalty: 3302.687012
	Iteration 61Q: 3 clusters Score -2027516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2027520.875000 Penalty: 3302.687012
	Iteration 62Q: 3 clusters Score -2027521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2027522.375000 Penalty: 3302.687012
	Iteration 63Q: 3 clusters Score -2027522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2027525.875000 Penalty: 3302.687012
	Iteration 64Q: 3 clusters Score -2027526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2027522.875000 Penalty: 3302.687012
	Iteration 65Q: 3 clusters Score -2027523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2027525.500000 Penalty: 3302.687012
	Iteration 66Q: 3 clusters Score -2027526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2027525.250000 Penalty: 3302.687012
	Iteration 67Q: 3 clusters Score -2027525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2027524.750000 Penalty: 3302.687012
	Iteration 68Q: 3 clusters Score -2027525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2027523.500000 Penalty: 3302.687012
	Iteration 69Q: 3 clusters Score -2027524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2027524.500000 Penalty: 3302.687012
	Iteration 70Q: 3 clusters Score -2027524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2027525.000000 Penalty: 3302.687012
	Iteration 71Q: 3 clusters Score -2027525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2027525.000000 Penalty: 3302.687012
	Iteration 72F: 3 clusters Score -2027525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 12572 members 
Mstep: Class 3 contains 30412 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175529 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 137329 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81565 members 
Mstep: Class 17 contains 18114 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 45449 members 
Mstep: Class 24 contains 75844 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5438 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1018 members 
Mstep: Class 31 contains 5359 members 
Mstep: Class 32 contains 90532 members 
Mstep: Class 33 contains 25903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325912.000000 Penalty: 73493.570312
Iteration 199Q: 34 clusters Score -7.632591e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175528 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 137283 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81574 members 
Mstep: Class 17 contains 18050 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33104 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5569 members 
Mstep: Class 23 contains 45450 members 
Mstep: Class 24 contains 75843 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1019 members 
Mstep: Class 31 contains 5356 members 
Mstep: Class 32 contains 90663 members 
Mstep: Class 33 contains 25897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326024.000000 Penalty: 73493.570312
Iteration 200F: 34 clusters Score -7.632602e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 12544 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 175525 members 
Mstep: Class 6 contains 18124 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12271 members 
Mstep: Class 9 contains 137238 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81579 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33094 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5570 members 
Mstep: Class 23 contains 45459 members 
Mstep: Class 24 contains 75836 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5355 members 
Mstep: Class 32 contains 90786 members 
Mstep: Class 33 contains 25894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326096.000000 Penalty: 73493.570312
Iteration 201Q: 34 clusters Score -7.63261e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 12533 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 175519 members 
Mstep: Class 6 contains 18123 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12264 members 
Mstep: Class 9 contains 137196 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81580 members 
Mstep: Class 17 contains 17955 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33087 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 45468 members 
Mstep: Class 24 contains 75829 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5355 members 
Mstep: Class 32 contains 90888 members 
Mstep: Class 33 contains 25893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326144.000000 Penalty: 73493.570312
Iteration 202Q: 34 clusters Score -7.632614e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 12524 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 175517 members 
Mstep: Class 6 contains 18121 members 
Mstep: Class 7 contains 3244 members 
Mstep: Class 8 contains 12255 members 
Mstep: Class 9 contains 137156 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81581 members 
Mstep: Class 17 contains 17917 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 45478 members 
Mstep: Class 24 contains 75825 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5354 members 
Mstep: Class 32 contains 90971 members 
Mstep: Class 33 contains 25887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326112.000000 Penalty: 73493.570312
Iteration 203Q: 34 clusters Score -7.632611e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 175509 members 
Mstep: Class 6 contains 18121 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12250 members 
Mstep: Class 9 contains 137105 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3915 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81580 members 
Mstep: Class 17 contains 17874 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33076 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 45487 members 
Mstep: Class 24 contains 75822 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5353 members 
Mstep: Class 32 contains 91070 members 
Mstep: Class 33 contains 25883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326112.000000 Penalty: 73493.570312
Iteration 204Q: 34 clusters Score -7.632611e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 12516 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 175506 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12246 members 
Mstep: Class 9 contains 137076 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81575 members 
Mstep: Class 17 contains 17842 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33072 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 45498 members 
Mstep: Class 24 contains 75819 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5350 members 
Mstep: Class 32 contains 91140 members 
Mstep: Class 33 contains 25881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326152.000000 Penalty: 73493.570312
Iteration 205Q: 34 clusters Score -7.632615e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 12510 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 175506 members 
Mstep: Class 6 contains 18119 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 12242 members 
Mstep: Class 9 contains 137033 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81570 members 
Mstep: Class 17 contains 17804 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33070 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45508 members 
Mstep: Class 24 contains 75811 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5346 members 
Mstep: Class 32 contains 91221 members 
Mstep: Class 33 contains 25885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326144.000000 Penalty: 73493.570312
Iteration 206Q: 34 clusters Score -7.632614e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 12508 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 175499 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12239 members 
Mstep: Class 9 contains 136997 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81573 members 
Mstep: Class 17 contains 17762 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 45519 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 5342 members 
Mstep: Class 32 contains 91290 members 
Mstep: Class 33 contains 25884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76326024.000000 Penalty: 73493.570312
Iteration 207Q: 34 clusters Score -7.632602e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 30411 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175493 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 136955 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81577 members 
Mstep: Class 17 contains 17724 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45528 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1021 members 
Mstep: Class 31 contains 5342 members 
Mstep: Class 32 contains 91359 members 
Mstep: Class 33 contains 25883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325992.000000 Penalty: 73493.570312
Iteration 208Q: 34 clusters Score -7.632599e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 12503 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175479 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12225 members 
Mstep: Class 9 contains 136931 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 12852 members 
Mstep: Class 15 contains 25838 members 
Mstep: Class 16 contains 81579 members 
Mstep: Class 17 contains 17680 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45530 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5343 members 
Mstep: Class 32 contains 91429 members 
Mstep: Class 33 contains 25883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 209Q: 34 clusters Score -7.632589e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 12503 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175472 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12213 members 
Mstep: Class 9 contains 136909 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 12853 members 
Mstep: Class 15 contains 25837 members 
Mstep: Class 16 contains 81578 members 
Mstep: Class 17 contains 17644 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45532 members 
Mstep: Class 24 contains 75795 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5342 members 
Mstep: Class 32 contains 91492 members 
Mstep: Class 33 contains 25884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325912.000000 Penalty: 73493.570312
Iteration 210Q: 34 clusters Score -7.632591e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 12502 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175470 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12202 members 
Mstep: Class 9 contains 136895 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81573 members 
Mstep: Class 17 contains 17624 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45533 members 
Mstep: Class 24 contains 75794 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5343 members 
Mstep: Class 32 contains 91541 members 
Mstep: Class 33 contains 25883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325848.000000 Penalty: 73493.570312
Iteration 211Q: 34 clusters Score -7.632585e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175467 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 136876 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81572 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33072 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 45535 members 
Mstep: Class 24 contains 75792 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5342 members 
Mstep: Class 32 contains 91595 members 
Mstep: Class 33 contains 25882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 212Q: 34 clusters Score -7.632584e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175466 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 136846 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81571 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 45538 members 
Mstep: Class 24 contains 75792 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 91637 members 
Mstep: Class 33 contains 25883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325792.000000 Penalty: 73493.570312
Iteration 213Q: 34 clusters Score -7.632579e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175463 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 136825 members 
Mstep: Class 10 contains 10360 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81568 members 
Mstep: Class 17 contains 17550 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33070 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45541 members 
Mstep: Class 24 contains 75794 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 91679 members 
Mstep: Class 33 contains 25882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325824.000000 Penalty: 73493.570312
Iteration 214Q: 34 clusters Score -7.632582e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 12501 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175461 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12191 members 
Mstep: Class 9 contains 136803 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3875 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81566 members 
Mstep: Class 17 contains 17527 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45545 members 
Mstep: Class 24 contains 75793 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 91723 members 
Mstep: Class 33 contains 25881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325832.000000 Penalty: 73493.570312
Iteration 215Q: 34 clusters Score -7.632583e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 12501 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175460 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12189 members 
Mstep: Class 9 contains 136782 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81565 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45551 members 
Mstep: Class 24 contains 75797 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 91769 members 
Mstep: Class 33 contains 25881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325824.000000 Penalty: 73493.570312
Iteration 216Q: 34 clusters Score -7.632582e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 12502 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175460 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 136755 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81565 members 
Mstep: Class 17 contains 17485 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45555 members 
Mstep: Class 24 contains 75797 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 1023 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 91806 members 
Mstep: Class 33 contains 25879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325768.000000 Penalty: 73493.570312
Iteration 217Q: 34 clusters Score -7.632577e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175458 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 136726 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81562 members 
Mstep: Class 17 contains 17478 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45563 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1024 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 91845 members 
Mstep: Class 33 contains 25878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325816.000000 Penalty: 73493.570312
Iteration 218Q: 34 clusters Score -7.632582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175455 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12172 members 
Mstep: Class 9 contains 136703 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17468 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45568 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1024 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 91889 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325800.000000 Penalty: 73493.570312
Iteration 219Q: 34 clusters Score -7.63258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 12495 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175449 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12173 members 
Mstep: Class 9 contains 136681 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81552 members 
Mstep: Class 17 contains 17459 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1024 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 91923 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325816.000000 Penalty: 73493.570312
Iteration 220F: 34 clusters Score -7.632582e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 12493 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175443 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12168 members 
Mstep: Class 9 contains 136668 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 17442 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 45582 members 
Mstep: Class 24 contains 75798 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 91965 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325816.000000 Penalty: 73493.570312
Iteration 221Q: 34 clusters Score -7.632582e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 12489 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175439 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12161 members 
Mstep: Class 9 contains 136641 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81550 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 45594 members 
Mstep: Class 24 contains 75797 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92008 members 
Mstep: Class 33 contains 25878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325800.000000 Penalty: 73493.570312
Iteration 222Q: 34 clusters Score -7.63258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 12487 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175438 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 136619 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81545 members 
Mstep: Class 17 contains 17423 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33062 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 45605 members 
Mstep: Class 24 contains 75798 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92036 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325872.000000 Penalty: 73493.570312
Iteration 223Q: 34 clusters Score -7.632587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 12486 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175437 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 136600 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81544 members 
Mstep: Class 17 contains 17414 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33061 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 45618 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92051 members 
Mstep: Class 33 contains 25876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325880.000000 Penalty: 73493.570312
Iteration 224Q: 34 clusters Score -7.632588e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 12485 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175439 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 136581 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81545 members 
Mstep: Class 17 contains 17407 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33061 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 45630 members 
Mstep: Class 24 contains 75798 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92065 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325800.000000 Penalty: 73493.570312
Iteration 225Q: 34 clusters Score -7.63258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 12484 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175436 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 136564 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81545 members 
Mstep: Class 17 contains 17399 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33062 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 45636 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92082 members 
Mstep: Class 33 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325832.000000 Penalty: 73493.570312
Iteration 226Q: 34 clusters Score -7.632583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 12483 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175436 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 12136 members 
Mstep: Class 9 contains 136557 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81544 members 
Mstep: Class 17 contains 17390 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 45642 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92100 members 
Mstep: Class 33 contains 25876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325848.000000 Penalty: 73493.570312
Iteration 227Q: 34 clusters Score -7.632585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 12483 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175435 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 12133 members 
Mstep: Class 9 contains 136543 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81545 members 
Mstep: Class 17 contains 17380 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 45648 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92119 members 
Mstep: Class 33 contains 25876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 228Q: 34 clusters Score -7.632584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175436 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 12127 members 
Mstep: Class 9 contains 136536 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81546 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45648 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92134 members 
Mstep: Class 33 contains 25876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325864.000000 Penalty: 73493.570312
Iteration 229Q: 34 clusters Score -7.632586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175434 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 12123 members 
Mstep: Class 9 contains 136531 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45649 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92149 members 
Mstep: Class 33 contains 25876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 230Q: 34 clusters Score -7.632584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 12481 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175434 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12118 members 
Mstep: Class 9 contains 136522 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33065 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45654 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92162 members 
Mstep: Class 33 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325864.000000 Penalty: 73493.570312
Iteration 231Q: 34 clusters Score -7.632586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175433 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12116 members 
Mstep: Class 9 contains 136515 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17351 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45659 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92170 members 
Mstep: Class 33 contains 25874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325856.000000 Penalty: 73493.570312
Iteration 232Q: 34 clusters Score -7.632586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 12483 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175433 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 136506 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81553 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45662 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92181 members 
Mstep: Class 33 contains 25874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325864.000000 Penalty: 73493.570312
Iteration 233Q: 34 clusters Score -7.632586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175429 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 136502 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81555 members 
Mstep: Class 17 contains 17326 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45663 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92200 members 
Mstep: Class 33 contains 25874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325848.000000 Penalty: 73493.570312
Iteration 234Q: 34 clusters Score -7.632585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 12481 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175428 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12108 members 
Mstep: Class 9 contains 136498 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 17318 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33067 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45663 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92218 members 
Mstep: Class 33 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325880.000000 Penalty: 73493.570312
Iteration 235Q: 34 clusters Score -7.632588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175426 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12107 members 
Mstep: Class 9 contains 136493 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17305 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45664 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92239 members 
Mstep: Class 33 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325880.000000 Penalty: 73493.570312
Iteration 236Q: 34 clusters Score -7.632588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175423 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12106 members 
Mstep: Class 9 contains 136483 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81560 members 
Mstep: Class 17 contains 17299 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33069 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45666 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92258 members 
Mstep: Class 33 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325896.000000 Penalty: 73493.570312
Iteration 237Q: 34 clusters Score -7.63259e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 12479 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175421 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12105 members 
Mstep: Class 9 contains 136469 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17295 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45670 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5337 members 
Mstep: Class 32 contains 92273 members 
Mstep: Class 33 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325848.000000 Penalty: 73493.570312
Iteration 238Q: 34 clusters Score -7.632585e+07 nChanged 41
Entering ConstructFrom: 
Score: -76325848.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (32326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Entering Unmasked Estep 
Score: -2816389.500000 Penalty: 1687.339355
	Iteration 0F: 2 clusters Score -2816390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2794520.250000 Penalty: 3374.678711
	Iteration 0F: 3 clusters Score -2794520 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2803194.000000 Penalty: 3374.678711
	Iteration 1F: 3 clusters Score -2803194 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2804025.750000 Penalty: 3374.678711
	Iteration 2F: 3 clusters Score -2804026 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2804970.750000 Penalty: 3374.678711
	Iteration 3F: 3 clusters Score -2804971 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2806029.750000 Penalty: 3374.678711
	Iteration 4F: 3 clusters Score -2806030 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2807129.500000 Penalty: 3374.678711
	Iteration 5F: 3 clusters Score -2807130 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2808374.750000 Penalty: 3374.678711
	Iteration 6F: 3 clusters Score -2808375 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2809858.250000 Penalty: 3374.678711
	Iteration 7F: 3 clusters Score -2809858 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2811401.500000 Penalty: 3374.678711
	Iteration 8F: 3 clusters Score -2811402 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2812577.000000 Penalty: 3374.678711
	Iteration 9Q: 3 clusters Score -2812577 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2813381.000000 Penalty: 3374.678711
	Iteration 10Q: 3 clusters Score -2813381 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2813888.000000 Penalty: 3374.678711
	Iteration 11Q: 3 clusters Score -2813888 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2814265.500000 Penalty: 3374.678711
	Iteration 12Q: 3 clusters Score -2814266 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2814503.250000 Penalty: 3374.678711
	Iteration 13Q: 3 clusters Score -2814503 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2814665.000000 Penalty: 3374.678711
	Iteration 14Q: 3 clusters Score -2814665 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2814797.750000 Penalty: 3374.678711
	Iteration 15Q: 3 clusters Score -2814798 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2814921.000000 Penalty: 3374.678711
	Iteration 16Q: 3 clusters Score -2814921 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2815015.250000 Penalty: 3374.678711
	Iteration 17Q: 3 clusters Score -2815015 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2815067.000000 Penalty: 3374.678711
	Iteration 18Q: 3 clusters Score -2815067 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2815109.250000 Penalty: 3374.678711
	Iteration 19Q: 3 clusters Score -2815109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2815145.500000 Penalty: 3374.678711
	Iteration 20F: 3 clusters Score -2815146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2815158.750000 Penalty: 3374.678711
	Iteration 21Q: 3 clusters Score -2815159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2815188.250000 Penalty: 3374.678711
	Iteration 22Q: 3 clusters Score -2815188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2815206.000000 Penalty: 3374.678711
	Iteration 23Q: 3 clusters Score -2815206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2815218.750000 Penalty: 3374.678711
	Iteration 24Q: 3 clusters Score -2815219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2815222.250000 Penalty: 3374.678711
	Iteration 25Q: 3 clusters Score -2815222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2815229.750000 Penalty: 3374.678711
	Iteration 26Q: 3 clusters Score -2815230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2815235.500000 Penalty: 3374.678711
	Iteration 27Q: 3 clusters Score -2815236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2815242.500000 Penalty: 3374.678711
	Iteration 28Q: 3 clusters Score -2815242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2815248.500000 Penalty: 3374.678711
	Iteration 29Q: 3 clusters Score -2815248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2815257.000000 Penalty: 3374.678711
	Iteration 30Q: 3 clusters Score -2815257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2815264.000000 Penalty: 3374.678711
	Iteration 31Q: 3 clusters Score -2815264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2815272.000000 Penalty: 3374.678711
	Iteration 32Q: 3 clusters Score -2815272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2815275.500000 Penalty: 3374.678711
	Iteration 33Q: 3 clusters Score -2815276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2815282.750000 Penalty: 3374.678711
	Iteration 34Q: 3 clusters Score -2815283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2815281.500000 Penalty: 3374.678711
	Iteration 35Q: 3 clusters Score -2815282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2815281.000000 Penalty: 3374.678711
	Iteration 36Q: 3 clusters Score -2815281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2815280.000000 Penalty: 3374.678711
	Iteration 37Q: 3 clusters Score -2815280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2815288.500000 Penalty: 3374.678711
	Iteration 38Q: 3 clusters Score -2815288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2815291.750000 Penalty: 3374.678711
	Iteration 39Q: 3 clusters Score -2815292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2815299.250000 Penalty: 3374.678711
	Iteration 40F: 3 clusters Score -2815299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2815301.750000 Penalty: 3374.678711
	Iteration 41Q: 3 clusters Score -2815302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2815302.250000 Penalty: 3374.678711
	Iteration 42Q: 3 clusters Score -2815302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2815308.500000 Penalty: 3374.678711
	Iteration 43Q: 3 clusters Score -2815308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2815311.250000 Penalty: 3374.678711
	Iteration 44Q: 3 clusters Score -2815311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2815316.250000 Penalty: 3374.678711
	Iteration 45Q: 3 clusters Score -2815316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2815322.250000 Penalty: 3374.678711
	Iteration 46Q: 3 clusters Score -2815322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2815331.750000 Penalty: 3374.678711
	Iteration 47Q: 3 clusters Score -2815332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2815332.500000 Penalty: 3374.678711
	Iteration 48Q: 3 clusters Score -2815332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2815335.500000 Penalty: 3374.678711
	Iteration 49Q: 3 clusters Score -2815336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2815338.000000 Penalty: 3374.678711
	Iteration 50Q: 3 clusters Score -2815338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2815339.000000 Penalty: 3374.678711
	Iteration 51Q: 3 clusters Score -2815339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2815339.500000 Penalty: 3374.678711
	Iteration 52Q: 3 clusters Score -2815340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2815343.000000 Penalty: 3374.678711
	Iteration 53Q: 3 clusters Score -2815343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2815347.250000 Penalty: 3374.678711
	Iteration 54Q: 3 clusters Score -2815347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2815352.750000 Penalty: 3374.678711
	Iteration 55Q: 3 clusters Score -2815353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2815354.750000 Penalty: 3374.678711
	Iteration 56Q: 3 clusters Score -2815355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2815358.750000 Penalty: 3374.678711
	Iteration 57Q: 3 clusters Score -2815359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2815359.000000 Penalty: 3374.678711
	Iteration 58Q: 3 clusters Score -2815359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2815359.000000 Penalty: 3374.678711
	Iteration 59F: 3 clusters Score -2815359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Entering Unmasked Estep 
Score: -1123311.125000 Penalty: 1532.680908
	Iteration 0F: 2 clusters Score -1123311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1114505.000000 Penalty: 3065.361816
	Iteration 0F: 3 clusters Score -1114505 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1117350.875000 Penalty: 3065.361816
	Iteration 1F: 3 clusters Score -1117351 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1117636.250000 Penalty: 3065.361816
	Iteration 2F: 3 clusters Score -1117636 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1117899.875000 Penalty: 3065.361816
	Iteration 3F: 3 clusters Score -1117900 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1118147.500000 Penalty: 3065.361816
	Iteration 4Q: 3 clusters Score -1118148 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1118403.750000 Penalty: 3065.361816
	Iteration 5Q: 3 clusters Score -1118404 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1118680.000000 Penalty: 3065.361816
	Iteration 6Q: 3 clusters Score -1118680 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1118966.625000 Penalty: 3065.361816
	Iteration 7Q: 3 clusters Score -1118967 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1119256.500000 Penalty: 3065.361816
	Iteration 8Q: 3 clusters Score -1119256 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1119576.000000 Penalty: 3065.361816
	Iteration 9Q: 3 clusters Score -1119576 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1119900.125000 Penalty: 3065.361816
	Iteration 10Q: 3 clusters Score -1119900 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1120205.750000 Penalty: 3065.361816
	Iteration 11Q: 3 clusters Score -1120206 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1120450.375000 Penalty: 3065.361816
	Iteration 12Q: 3 clusters Score -1120450 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1120639.250000 Penalty: 3065.361816
	Iteration 13Q: 3 clusters Score -1120639 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1120770.500000 Penalty: 3065.361816
	Iteration 14Q: 3 clusters Score -1120770 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1120845.375000 Penalty: 3065.361816
	Iteration 15Q: 3 clusters Score -1120845 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1120887.375000 Penalty: 3065.361816
	Iteration 16Q: 3 clusters Score -1120887 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1120926.250000 Penalty: 3065.361816
	Iteration 17Q: 3 clusters Score -1120926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1120962.125000 Penalty: 3065.361816
	Iteration 18Q: 3 clusters Score -1120962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1120985.125000 Penalty: 3065.361816
	Iteration 19Q: 3 clusters Score -1120985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1121006.125000 Penalty: 3065.361816
	Iteration 20F: 3 clusters Score -1121006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1121025.375000 Penalty: 3065.361816
	Iteration 21Q: 3 clusters Score -1121025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1121040.875000 Penalty: 3065.361816
	Iteration 22Q: 3 clusters Score -1121041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1121059.500000 Penalty: 3065.361816
	Iteration 23Q: 3 clusters Score -1121060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1121075.500000 Penalty: 3065.361816
	Iteration 24Q: 3 clusters Score -1121076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1121092.500000 Penalty: 3065.361816
	Iteration 25Q: 3 clusters Score -1121092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1121104.500000 Penalty: 3065.361816
	Iteration 26Q: 3 clusters Score -1121104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1121120.125000 Penalty: 3065.361816
	Iteration 27Q: 3 clusters Score -1121120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1121137.875000 Penalty: 3065.361816
	Iteration 28Q: 3 clusters Score -1121138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1121153.875000 Penalty: 3065.361816
	Iteration 29Q: 3 clusters Score -1121154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1121166.625000 Penalty: 3065.361816
	Iteration 30Q: 3 clusters Score -1121167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1121173.375000 Penalty: 3065.361816
	Iteration 31Q: 3 clusters Score -1121173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1121183.750000 Penalty: 3065.361816
	Iteration 32Q: 3 clusters Score -1121184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1121192.625000 Penalty: 3065.361816
	Iteration 33Q: 3 clusters Score -1121193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1121204.375000 Penalty: 3065.361816
	Iteration 34Q: 3 clusters Score -1121204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1121207.625000 Penalty: 3065.361816
	Iteration 35Q: 3 clusters Score -1121208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1121220.375000 Penalty: 3065.361816
	Iteration 36Q: 3 clusters Score -1121220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1121233.000000 Penalty: 3065.361816
	Iteration 37Q: 3 clusters Score -1121233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1121243.125000 Penalty: 3065.361816
	Iteration 38Q: 3 clusters Score -1121243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1121254.125000 Penalty: 3065.361816
	Iteration 39Q: 3 clusters Score -1121254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1121261.000000 Penalty: 3065.361816
	Iteration 40F: 3 clusters Score -1121261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1121276.875000 Penalty: 3065.361816
	Iteration 41Q: 3 clusters Score -1121277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1121287.500000 Penalty: 3065.361816
	Iteration 42Q: 3 clusters Score -1121288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1121300.500000 Penalty: 3065.361816
	Iteration 43Q: 3 clusters Score -1121300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1121316.000000 Penalty: 3065.361816
	Iteration 44Q: 3 clusters Score -1121316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1121328.875000 Penalty: 3065.361816
	Iteration 45Q: 3 clusters Score -1121329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1121348.000000 Penalty: 3065.361816
	Iteration 46Q: 3 clusters Score -1121348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1121366.000000 Penalty: 3065.361816
	Iteration 47Q: 3 clusters Score -1121366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1121398.625000 Penalty: 3065.361816
	Iteration 48Q: 3 clusters Score -1121399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1121429.250000 Penalty: 3065.361816
	Iteration 49Q: 3 clusters Score -1121429 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1121451.875000 Penalty: 3065.361816
	Iteration 50Q: 3 clusters Score -1121452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1121482.375000 Penalty: 3065.361816
	Iteration 51Q: 3 clusters Score -1121482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1121502.250000 Penalty: 3065.361816
	Iteration 52Q: 3 clusters Score -1121502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1121521.875000 Penalty: 3065.361816
	Iteration 53Q: 3 clusters Score -1121522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1121544.625000 Penalty: 3065.361816
	Iteration 54Q: 3 clusters Score -1121545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1121565.125000 Penalty: 3065.361816
	Iteration 55Q: 3 clusters Score -1121565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1121587.375000 Penalty: 3065.361816
	Iteration 56Q: 3 clusters Score -1121587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1121611.750000 Penalty: 3065.361816
	Iteration 57Q: 3 clusters Score -1121612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1121638.500000 Penalty: 3065.361816
	Iteration 58Q: 3 clusters Score -1121638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1121660.125000 Penalty: 3065.361816
	Iteration 59Q: 3 clusters Score -1121660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1121673.500000 Penalty: 3065.361816
	Iteration 60F: 3 clusters Score -1121674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1121682.000000 Penalty: 3065.361816
	Iteration 61Q: 3 clusters Score -1121682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1121690.250000 Penalty: 3065.361816
	Iteration 62Q: 3 clusters Score -1121690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1121697.750000 Penalty: 3065.361816
	Iteration 63Q: 3 clusters Score -1121698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1121713.625000 Penalty: 3065.361816
	Iteration 64Q: 3 clusters Score -1121714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1121725.875000 Penalty: 3065.361816
	Iteration 65Q: 3 clusters Score -1121726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1121746.750000 Penalty: 3065.361816
	Iteration 66Q: 3 clusters Score -1121747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1121765.375000 Penalty: 3065.361816
	Iteration 67Q: 3 clusters Score -1121765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1121781.500000 Penalty: 3065.361816
	Iteration 68Q: 3 clusters Score -1121782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1121797.500000 Penalty: 3065.361816
	Iteration 69Q: 3 clusters Score -1121798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1121810.125000 Penalty: 3065.361816
	Iteration 70Q: 3 clusters Score -1121810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1121825.625000 Penalty: 3065.361816
	Iteration 71Q: 3 clusters Score -1121826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1121836.875000 Penalty: 3065.361816
	Iteration 72Q: 3 clusters Score -1121837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1121845.250000 Penalty: 3065.361816
	Iteration 73Q: 3 clusters Score -1121845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1121852.500000 Penalty: 3065.361816
	Iteration 74Q: 3 clusters Score -1121852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1121858.875000 Penalty: 3065.361816
	Iteration 75Q: 3 clusters Score -1121859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1121865.000000 Penalty: 3065.361816
	Iteration 76Q: 3 clusters Score -1121865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1121869.875000 Penalty: 3065.361816
	Iteration 77Q: 3 clusters Score -1121870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1121871.875000 Penalty: 3065.361816
	Iteration 78Q: 3 clusters Score -1121872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1121871.875000 Penalty: 3065.361816
	Iteration 79Q: 3 clusters Score -1121872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1121873.750000 Penalty: 3065.361816
	Iteration 80F: 3 clusters Score -1121874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1121873.375000 Penalty: 3065.361816
	Iteration 81Q: 3 clusters Score -1121873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1121873.375000 Penalty: 3065.361816
	Iteration 82Q: 3 clusters Score -1121873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1121872.250000 Penalty: 3065.361816
	Iteration 83Q: 3 clusters Score -1121872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1121872.250000 Penalty: 3065.361816
	Iteration 84F: 3 clusters Score -1121872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -2666564.750000 Penalty: 1677.405151
	Iteration 0F: 2 clusters Score -2666565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2646117.250000 Penalty: 3354.810303
	Iteration 0F: 3 clusters Score -2646117 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2653913.500000 Penalty: 3354.810303
	Iteration 1F: 3 clusters Score -2653914 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2654361.250000 Penalty: 3354.810303
	Iteration 2Q: 3 clusters Score -2654361 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2654914.000000 Penalty: 3354.810303
	Iteration 3Q: 3 clusters Score -2654914 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2655737.500000 Penalty: 3354.810303
	Iteration 4F: 3 clusters Score -2655738 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2657026.500000 Penalty: 3354.810303
	Iteration 5F: 3 clusters Score -2657026 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2658966.250000 Penalty: 3354.810303
	Iteration 6F: 3 clusters Score -2658966 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2661302.750000 Penalty: 3354.810303
	Iteration 7F: 3 clusters Score -2661303 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2663245.250000 Penalty: 3354.810303
	Iteration 8F: 3 clusters Score -2663245 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2664310.000000 Penalty: 3354.810303
	Iteration 9Q: 3 clusters Score -2664310 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -2664773.750000 Penalty: 3354.810303
	Iteration 10Q: 3 clusters Score -2664774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2664948.750000 Penalty: 3354.810303
	Iteration 11Q: 3 clusters Score -2664949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -2665021.250000 Penalty: 3354.810303
	Iteration 12Q: 3 clusters Score -2665021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2665059.000000 Penalty: 3354.810303
	Iteration 13Q: 3 clusters Score -2665059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -2665069.250000 Penalty: 3354.810303
	Iteration 14Q: 3 clusters Score -2665069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -2665076.000000 Penalty: 3354.810303
	Iteration 15Q: 3 clusters Score -2665076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -2665087.500000 Penalty: 3354.810303
	Iteration 16Q: 3 clusters Score -2665088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2665092.250000 Penalty: 3354.810303
	Iteration 17Q: 3 clusters Score -2665092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -2665096.500000 Penalty: 3354.810303
	Iteration 18Q: 3 clusters Score -2665096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -2665098.250000 Penalty: 3354.810303
	Iteration 19Q: 3 clusters Score -2665098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -2665098.250000 Penalty: 3354.810303
	Iteration 20F: 3 clusters Score -2665098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -513178.843750 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -513178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508261.781250 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -508261.8 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -509950.781250 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -509950.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -510537.125000 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -510537.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -511074.875000 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -511074.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -511533.000000 Penalty: 2850.645020
	Iteration 4F: 3 clusters Score -511533 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -511864.875000 Penalty: 2850.645020
	Iteration 5F: 3 clusters Score -511864.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -512070.031250 Penalty: 2850.645020
	Iteration 6F: 3 clusters Score -512070 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -512225.156250 Penalty: 2850.645020
	Iteration 7Q: 3 clusters Score -512225.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -512387.343750 Penalty: 2850.645020
	Iteration 8Q: 3 clusters Score -512387.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -512534.781250 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -512534.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -512626.031250 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -512626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -512680.781250 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -512680.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -512726.375000 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -512726.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -512763.093750 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -512763.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -512791.093750 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -512791.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -512814.156250 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -512814.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -512835.843750 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -512835.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -512860.562500 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -512860.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -512880.312500 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -512880.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -512902.062500 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -512902.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -512923.031250 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -512923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -512950.812500 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -512950.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -512987.843750 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -512987.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -513024.437500 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -513024.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -513058.031250 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -513058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -513093.312500 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -513093.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -513132.875000 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -513132.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -513176.843750 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -513176.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -513223.218750 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -513223.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -513280.875000 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -513280.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -513322.937500 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -513322.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -513356.187500 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -513356.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -513372.687500 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -513372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -513382.312500 Penalty: 2850.645020
	Iteration 33Q: 3 clusters Score -513382.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -513388.437500 Penalty: 2850.645020
	Iteration 34Q: 3 clusters Score -513388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -513391.281250 Penalty: 2850.645020
	Iteration 35Q: 3 clusters Score -513391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -513394.156250 Penalty: 2850.645020
	Iteration 36Q: 3 clusters Score -513394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -513397.125000 Penalty: 2850.645020
	Iteration 37Q: 3 clusters Score -513397.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -513401.000000 Penalty: 2850.645020
	Iteration 38Q: 3 clusters Score -513401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -513402.593750 Penalty: 2850.645020
	Iteration 39Q: 3 clusters Score -513402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -513404.968750 Penalty: 2850.645020
	Iteration 40F: 3 clusters Score -513405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -513407.312500 Penalty: 2850.645020
	Iteration 41Q: 3 clusters Score -513407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -513410.312500 Penalty: 2850.645020
	Iteration 42Q: 3 clusters Score -513410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -513414.125000 Penalty: 2850.645020
	Iteration 43Q: 3 clusters Score -513414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -513415.406250 Penalty: 2850.645020
	Iteration 44Q: 3 clusters Score -513415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -513417.437500 Penalty: 2850.645020
	Iteration 45Q: 3 clusters Score -513417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -513417.562500 Penalty: 2850.645020
	Iteration 46Q: 3 clusters Score -513417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -513419.718750 Penalty: 2850.645020
	Iteration 47Q: 3 clusters Score -513419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -513419.468750 Penalty: 2850.645020
	Iteration 48Q: 3 clusters Score -513419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -513419.375000 Penalty: 2850.645020
	Iteration 49Q: 3 clusters Score -513419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -513420.968750 Penalty: 2850.645020
	Iteration 50Q: 3 clusters Score -513421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -513421.156250 Penalty: 2850.645020
	Iteration 51Q: 3 clusters Score -513421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -513421.906250 Penalty: 2850.645020
	Iteration 52Q: 3 clusters Score -513421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -513424.093750 Penalty: 2850.645020
	Iteration 53Q: 3 clusters Score -513424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -513424.312500 Penalty: 2850.645020
	Iteration 54Q: 3 clusters Score -513424.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -513428.375000 Penalty: 2850.645020
	Iteration 55Q: 3 clusters Score -513428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -513431.093750 Penalty: 2850.645020
	Iteration 56Q: 3 clusters Score -513431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -513432.468750 Penalty: 2850.645020
	Iteration 57Q: 3 clusters Score -513432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -513432.250000 Penalty: 2850.645020
	Iteration 58Q: 3 clusters Score -513432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -513433.625000 Penalty: 2850.645020
	Iteration 59Q: 3 clusters Score -513433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -513435.062500 Penalty: 2850.645020
	Iteration 60F: 3 clusters Score -513435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -513436.500000 Penalty: 2850.645020
	Iteration 61Q: 3 clusters Score -513436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -513437.718750 Penalty: 2850.645020
	Iteration 62Q: 3 clusters Score -513437.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -513440.062500 Penalty: 2850.645020
	Iteration 63Q: 3 clusters Score -513440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -513440.500000 Penalty: 2850.645020
	Iteration 64Q: 3 clusters Score -513440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -513442.406250 Penalty: 2850.645020
	Iteration 65Q: 3 clusters Score -513442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -513442.281250 Penalty: 2850.645020
	Iteration 66Q: 3 clusters Score -513442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -513443.593750 Penalty: 2850.645020
	Iteration 67Q: 3 clusters Score -513443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -513444.156250 Penalty: 2850.645020
	Iteration 68Q: 3 clusters Score -513444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -513444.500000 Penalty: 2850.645020
	Iteration 69Q: 3 clusters Score -513444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -513445.968750 Penalty: 2850.645020
	Iteration 70Q: 3 clusters Score -513446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -513444.968750 Penalty: 2850.645020
	Iteration 71Q: 3 clusters Score -513445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -513445.781250 Penalty: 2850.645020
	Iteration 72Q: 3 clusters Score -513445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -513445.093750 Penalty: 2850.645020
	Iteration 73Q: 3 clusters Score -513445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -513445.406250 Penalty: 2850.645020
	Iteration 74Q: 3 clusters Score -513445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -513446.000000 Penalty: 2850.645020
	Iteration 75Q: 3 clusters Score -513446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -513446.500000 Penalty: 2850.645020
	Iteration 76Q: 3 clusters Score -513446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -513446.406250 Penalty: 2850.645020
	Iteration 77Q: 3 clusters Score -513446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -513446.406250 Penalty: 2850.645020
	Iteration 78F: 3 clusters Score -513446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 136458 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17288 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45674 members 
Mstep: Class 24 contains 75803 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92291 members 
Mstep: Class 33 contains 25872 members 
Mstep: Class 34 contains 2332 members 
Entering Unmasked Estep 
Score: -76325400.000000 Penalty: 75720.648438
Splitting cluster 4 changes total score from -76325848.000000 to -76325400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (175418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Entering Unmasked Estep 
Score: -15958904.000000 Penalty: 1962.175659
	Iteration 0F: 2 clusters Score -1.59589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -15840765.000000 Penalty: 3924.351318
	Iteration 0F: 3 clusters Score -1.584076e+07 nChanged 85220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -15891751.000000 Penalty: 3924.351318
	Iteration 1F: 3 clusters Score -1.589175e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -15893951.000000 Penalty: 3924.351318
	Iteration 2Q: 3 clusters Score -1.589395e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -15898215.000000 Penalty: 3924.351318
	Iteration 3F: 3 clusters Score -1.589822e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -15906562.000000 Penalty: 3924.351318
	Iteration 4F: 3 clusters Score -1.590656e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -15919507.000000 Penalty: 3924.351318
	Iteration 5F: 3 clusters Score -1.591951e+07 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -15934588.000000 Penalty: 3924.351318
	Iteration 6F: 3 clusters Score -1.593459e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -15945964.000000 Penalty: 3924.351318
	Iteration 7F: 3 clusters Score -1.594596e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -15952118.000000 Penalty: 3924.351318
	Iteration 8Q: 3 clusters Score -1.595212e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172931 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15955029.000000 Penalty: 3924.351318
	Iteration 9Q: 3 clusters Score -1.595503e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15956301.000000 Penalty: 3924.351318
	Iteration 10Q: 3 clusters Score -1.59563e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15956737.000000 Penalty: 3924.351318
	Iteration 11Q: 3 clusters Score -1.595674e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15956939.000000 Penalty: 3924.351318
	Iteration 12Q: 3 clusters Score -1.595694e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15957006.000000 Penalty: 3924.351318
	Iteration 13Q: 3 clusters Score -1.595701e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15957053.000000 Penalty: 3924.351318
	Iteration 14Q: 3 clusters Score -1.595705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15957088.000000 Penalty: 3924.351318
	Iteration 15Q: 3 clusters Score -1.595709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15957106.000000 Penalty: 3924.351318
	Iteration 16Q: 3 clusters Score -1.595711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15957129.000000 Penalty: 3924.351318
	Iteration 17Q: 3 clusters Score -1.595713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15957143.000000 Penalty: 3924.351318
	Iteration 18Q: 3 clusters Score -1.595714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15957149.000000 Penalty: 3924.351318
	Iteration 19Q: 3 clusters Score -1.595715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15957150.000000 Penalty: 3924.351318
	Iteration 20F: 3 clusters Score -1.595715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15957152.000000 Penalty: 3924.351318
	Iteration 21Q: 3 clusters Score -1.595715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15957159.000000 Penalty: 3924.351318
	Iteration 22Q: 3 clusters Score -1.595716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15957159.000000 Penalty: 3924.351318
	Iteration 23F: 3 clusters Score -1.595716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Entering Unmasked Estep 
Score: -1569791.250000 Penalty: 1593.221558
	Iteration 0F: 2 clusters Score -1569791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1557489.125000 Penalty: 3186.443115
	Iteration 0F: 3 clusters Score -1557489 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1561933.875000 Penalty: 3186.443115
	Iteration 1F: 3 clusters Score -1561934 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1562227.750000 Penalty: 3186.443115
	Iteration 2Q: 3 clusters Score -1562228 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1562473.750000 Penalty: 3186.443115
	Iteration 3Q: 3 clusters Score -1562474 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1562694.250000 Penalty: 3186.443115
	Iteration 4Q: 3 clusters Score -1562694 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1562944.125000 Penalty: 3186.443115
	Iteration 5Q: 3 clusters Score -1562944 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1563263.750000 Penalty: 3186.443115
	Iteration 6Q: 3 clusters Score -1563264 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1563692.750000 Penalty: 3186.443115
	Iteration 7Q: 3 clusters Score -1563693 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1564184.000000 Penalty: 3186.443115
	Iteration 8Q: 3 clusters Score -1564184 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1564887.875000 Penalty: 3186.443115
	Iteration 9F: 3 clusters Score -1564888 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1565748.625000 Penalty: 3186.443115
	Iteration 10F: 3 clusters Score -1565749 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1566589.750000 Penalty: 3186.443115
	Iteration 11F: 3 clusters Score -1566590 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1567285.125000 Penalty: 3186.443115
	Iteration 12Q: 3 clusters Score -1567285 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1567767.500000 Penalty: 3186.443115
	Iteration 13Q: 3 clusters Score -1567768 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1568047.250000 Penalty: 3186.443115
	Iteration 14Q: 3 clusters Score -1568047 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1568197.125000 Penalty: 3186.443115
	Iteration 15Q: 3 clusters Score -1568197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1568279.000000 Penalty: 3186.443115
	Iteration 16Q: 3 clusters Score -1568279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1568317.375000 Penalty: 3186.443115
	Iteration 17Q: 3 clusters Score -1568317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1568345.750000 Penalty: 3186.443115
	Iteration 18Q: 3 clusters Score -1568346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1568370.000000 Penalty: 3186.443115
	Iteration 19Q: 3 clusters Score -1568370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1568395.625000 Penalty: 3186.443115
	Iteration 20F: 3 clusters Score -1568396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1568418.750000 Penalty: 3186.443115
	Iteration 21Q: 3 clusters Score -1568419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1568426.750000 Penalty: 3186.443115
	Iteration 22Q: 3 clusters Score -1568427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1568427.875000 Penalty: 3186.443115
	Iteration 23Q: 3 clusters Score -1568428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1568428.250000 Penalty: 3186.443115
	Iteration 24Q: 3 clusters Score -1568428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1568429.375000 Penalty: 3186.443115
	Iteration 25Q: 3 clusters Score -1568429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1568431.500000 Penalty: 3186.443115
	Iteration 26Q: 3 clusters Score -1568432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1568435.000000 Penalty: 3186.443115
	Iteration 27Q: 3 clusters Score -1568435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1568439.875000 Penalty: 3186.443115
	Iteration 28Q: 3 clusters Score -1568440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1568441.500000 Penalty: 3186.443115
	Iteration 29Q: 3 clusters Score -1568442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1568445.500000 Penalty: 3186.443115
	Iteration 30Q: 3 clusters Score -1568446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1568446.500000 Penalty: 3186.443115
	Iteration 31Q: 3 clusters Score -1568446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1568447.000000 Penalty: 3186.443115
	Iteration 32Q: 3 clusters Score -1568447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1568446.750000 Penalty: 3186.443115
	Iteration 33Q: 3 clusters Score -1568447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1568446.375000 Penalty: 3186.443115
	Iteration 34Q: 3 clusters Score -1568446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1568450.625000 Penalty: 3186.443115
	Iteration 35Q: 3 clusters Score -1568451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1568450.625000 Penalty: 3186.443115
	Iteration 36F: 3 clusters Score -1568451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -262084.593750 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -262084.6 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 1616 members 
Entering Unmasked Estep 
Score: -259217.250000 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -259217.2 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -259965.062500 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -259965.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -260122.640625 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -260122.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -260221.375000 Penalty: 2627.883301
	Iteration 3F: 3 clusters Score -260221.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -260284.562500 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -260284.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -260334.937500 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -260334.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -260380.906250 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -260380.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -260423.750000 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -260423.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -260452.562500 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -260452.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -260483.671875 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -260483.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -260519.125000 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -260519.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -260550.937500 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -260550.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -260584.703125 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -260584.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -260610.203125 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -260610.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -260637.093750 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -260637.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -260657.734375 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -260657.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -260695.250000 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -260695.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -260738.281250 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -260738.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -260786.546875 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -260786.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -260849.812500 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -260849.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -260926.109375 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -260926.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -260986.625000 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -260986.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -261032.796875 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -261032.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -261072.296875 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -261072.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -261114.937500 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -261114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -261149.015625 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -261149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -261174.906250 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -261174.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -261193.359375 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -261193.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -261205.890625 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -261205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -261212.078125 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -261212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -261218.796875 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -261218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -261228.546875 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -261228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -261239.593750 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -261239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -261248.375000 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -261248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -261253.437500 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -261253.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -261258.937500 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -261258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -261262.453125 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -261262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -261264.656250 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -261264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -261266.781250 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -261266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -261270.828125 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -261270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -261277.046875 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -261277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -261283.500000 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -261283.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -261292.125000 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -261292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -261299.437500 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -261299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -261306.953125 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -261307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -261310.125000 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -261310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -261311.906250 Penalty: 2627.883301
	Iteration 46Q: 3 clusters Score -261311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -261313.906250 Penalty: 2627.883301
	Iteration 47Q: 3 clusters Score -261313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -261316.468750 Penalty: 2627.883301
	Iteration 48Q: 3 clusters Score -261316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -261319.437500 Penalty: 2627.883301
	Iteration 49Q: 3 clusters Score -261319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -261320.546875 Penalty: 2627.883301
	Iteration 50Q: 3 clusters Score -261320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -261322.468750 Penalty: 2627.883301
	Iteration 51Q: 3 clusters Score -261322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261323.953125 Penalty: 2627.883301
	Iteration 52Q: 3 clusters Score -261324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -261325.031250 Penalty: 2627.883301
	Iteration 53Q: 3 clusters Score -261325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -261326.281250 Penalty: 2627.883301
	Iteration 54Q: 3 clusters Score -261326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -261326.421875 Penalty: 2627.883301
	Iteration 55Q: 3 clusters Score -261326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -261326.875000 Penalty: 2627.883301
	Iteration 56Q: 3 clusters Score -261326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -261327.250000 Penalty: 2627.883301
	Iteration 57Q: 3 clusters Score -261327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -261328.109375 Penalty: 2627.883301
	Iteration 58Q: 3 clusters Score -261328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261329.500000 Penalty: 2627.883301
	Iteration 59Q: 3 clusters Score -261329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -261330.453125 Penalty: 2627.883301
	Iteration 60F: 3 clusters Score -261330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -261330.562500 Penalty: 2627.883301
	Iteration 61Q: 3 clusters Score -261330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -261330.562500 Penalty: 2627.883301
	Iteration 62F: 3 clusters Score -261330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Entering Unmasked Estep 
Score: -1006006.812500 Penalty: 1527.682983
	Iteration 0F: 2 clusters Score -1006007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -997469.187500 Penalty: 3055.365967
	Iteration 0F: 3 clusters Score -997469.2 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1000318.437500 Penalty: 3055.365967
	Iteration 1F: 3 clusters Score -1000318 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1000778.500000 Penalty: 3055.365967
	Iteration 2F: 3 clusters Score -1000778 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1001237.062500 Penalty: 3055.365967
	Iteration 3F: 3 clusters Score -1001237 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1001741.250000 Penalty: 3055.365967
	Iteration 4F: 3 clusters Score -1001741 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1002259.687500 Penalty: 3055.365967
	Iteration 5F: 3 clusters Score -1002260 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1002775.062500 Penalty: 3055.365967
	Iteration 6F: 3 clusters Score -1002775 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1003217.687500 Penalty: 3055.365967
	Iteration 7Q: 3 clusters Score -1003218 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1003563.187500 Penalty: 3055.365967
	Iteration 8Q: 3 clusters Score -1003563 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1003867.000000 Penalty: 3055.365967
	Iteration 9Q: 3 clusters Score -1003867 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1004096.062500 Penalty: 3055.365967
	Iteration 10Q: 3 clusters Score -1004096 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1004261.312500 Penalty: 3055.365967
	Iteration 11Q: 3 clusters Score -1004261 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1004396.625000 Penalty: 3055.365967
	Iteration 12Q: 3 clusters Score -1004397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1004485.687500 Penalty: 3055.365967
	Iteration 13Q: 3 clusters Score -1004486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1004572.437500 Penalty: 3055.365967
	Iteration 14Q: 3 clusters Score -1004572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1004645.312500 Penalty: 3055.365967
	Iteration 15Q: 3 clusters Score -1004645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1004700.937500 Penalty: 3055.365967
	Iteration 16Q: 3 clusters Score -1004701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1004743.000000 Penalty: 3055.365967
	Iteration 17Q: 3 clusters Score -1004743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1004771.812500 Penalty: 3055.365967
	Iteration 18Q: 3 clusters Score -1004772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1004788.625000 Penalty: 3055.365967
	Iteration 19Q: 3 clusters Score -1004789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1004792.312500 Penalty: 3055.365967
	Iteration 20F: 3 clusters Score -1004792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1004803.750000 Penalty: 3055.365967
	Iteration 21Q: 3 clusters Score -1004804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1004810.750000 Penalty: 3055.365967
	Iteration 22Q: 3 clusters Score -1004811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1004820.312500 Penalty: 3055.365967
	Iteration 23Q: 3 clusters Score -1004820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1004828.437500 Penalty: 3055.365967
	Iteration 24Q: 3 clusters Score -1004828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1004835.500000 Penalty: 3055.365967
	Iteration 25Q: 3 clusters Score -1004836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1004839.312500 Penalty: 3055.365967
	Iteration 26Q: 3 clusters Score -1004839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1004840.437500 Penalty: 3055.365967
	Iteration 27Q: 3 clusters Score -1004840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1004841.250000 Penalty: 3055.365967
	Iteration 28Q: 3 clusters Score -1004841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1004844.000000 Penalty: 3055.365967
	Iteration 29Q: 3 clusters Score -1004844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1004846.125000 Penalty: 3055.365967
	Iteration 30Q: 3 clusters Score -1004846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1004847.750000 Penalty: 3055.365967
	Iteration 31Q: 3 clusters Score -1004848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1004848.000000 Penalty: 3055.365967
	Iteration 32Q: 3 clusters Score -1004848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1004848.500000 Penalty: 3055.365967
	Iteration 33Q: 3 clusters Score -1004848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1004848.875000 Penalty: 3055.365967
	Iteration 34Q: 3 clusters Score -1004849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1004850.125000 Penalty: 3055.365967
	Iteration 35Q: 3 clusters Score -1004850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1004850.125000 Penalty: 3055.365967
	Iteration 36F: 3 clusters Score -1004850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (136458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Entering Unmasked Estep 
Score: -12069299.000000 Penalty: 1921.363037
	Iteration 0F: 2 clusters Score -1.20693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -11977929.000000 Penalty: 3842.726074
	Iteration 0F: 3 clusters Score -1.197793e+07 nChanged 65589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -12016545.000000 Penalty: 3842.726074
	Iteration 1F: 3 clusters Score -1.201654e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -12018083.000000 Penalty: 3842.726074
	Iteration 2Q: 3 clusters Score -1.201808e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -12020740.000000 Penalty: 3842.726074
	Iteration 3Q: 3 clusters Score -1.202074e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -12025783.000000 Penalty: 3842.726074
	Iteration 4F: 3 clusters Score -1.202578e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -12034939.000000 Penalty: 3842.726074
	Iteration 5F: 3 clusters Score -1.203494e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -12047249.000000 Penalty: 3842.726074
	Iteration 6F: 3 clusters Score -1.204725e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -12058203.000000 Penalty: 3842.726074
	Iteration 7F: 3 clusters Score -1.20582e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -12064354.000000 Penalty: 3842.726074
	Iteration 8Q: 3 clusters Score -1.206435e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12066594.000000 Penalty: 3842.726074
	Iteration 9Q: 3 clusters Score -1.206659e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12067329.000000 Penalty: 3842.726074
	Iteration 10Q: 3 clusters Score -1.206733e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12067589.000000 Penalty: 3842.726074
	Iteration 11Q: 3 clusters Score -1.206759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12067700.000000 Penalty: 3842.726074
	Iteration 12Q: 3 clusters Score -1.20677e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136021 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12067769.000000 Penalty: 3842.726074
	Iteration 13Q: 3 clusters Score -1.206777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12067809.000000 Penalty: 3842.726074
	Iteration 14Q: 3 clusters Score -1.206781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12067861.000000 Penalty: 3842.726074
	Iteration 15Q: 3 clusters Score -1.206786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12067890.000000 Penalty: 3842.726074
	Iteration 16Q: 3 clusters Score -1.206789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136044 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12067897.000000 Penalty: 3842.726074
	Iteration 17Q: 3 clusters Score -1.20679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12067920.000000 Penalty: 3842.726074
	Iteration 18Q: 3 clusters Score -1.206792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12067907.000000 Penalty: 3842.726074
	Iteration 19Q: 3 clusters Score -1.206791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12067919.000000 Penalty: 3842.726074
	Iteration 20F: 3 clusters Score -1.206792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12067916.000000 Penalty: 3842.726074
	Iteration 21Q: 3 clusters Score -1.206792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12067928.000000 Penalty: 3842.726074
	Iteration 22Q: 3 clusters Score -1.206793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12067952.000000 Penalty: 3842.726074
	Iteration 23Q: 3 clusters Score -1.206795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12067946.000000 Penalty: 3842.726074
	Iteration 24Q: 3 clusters Score -1.206795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136007 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12067950.000000 Penalty: 3842.726074
	Iteration 25Q: 3 clusters Score -1.206795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12067955.000000 Penalty: 3842.726074
	Iteration 26Q: 3 clusters Score -1.206796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12067965.000000 Penalty: 3842.726074
	Iteration 27Q: 3 clusters Score -1.206796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12067966.000000 Penalty: 3842.726074
	Iteration 28Q: 3 clusters Score -1.206797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12067959.000000 Penalty: 3842.726074
	Iteration 29Q: 3 clusters Score -1.206796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12067973.000000 Penalty: 3842.726074
	Iteration 30Q: 3 clusters Score -1.206797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12067969.000000 Penalty: 3842.726074
	Iteration 31Q: 3 clusters Score -1.206797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12067969.000000 Penalty: 3842.726074
	Iteration 32F: 3 clusters Score -1.206797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -908297.750000 Penalty: 1502.474609
	Iteration 0F: 2 clusters Score -908297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -900914.187500 Penalty: 3004.949219
	Iteration 0F: 3 clusters Score -900914.2 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -903308.312500 Penalty: 3004.949219
	Iteration 1F: 3 clusters Score -903308.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -903535.187500 Penalty: 3004.949219
	Iteration 2F: 3 clusters Score -903535.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -903722.125000 Penalty: 3004.949219
	Iteration 3Q: 3 clusters Score -903722.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -903882.375000 Penalty: 3004.949219
	Iteration 4Q: 3 clusters Score -903882.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -904027.250000 Penalty: 3004.949219
	Iteration 5Q: 3 clusters Score -904027.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -904188.062500 Penalty: 3004.949219
	Iteration 6Q: 3 clusters Score -904188.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -904396.500000 Penalty: 3004.949219
	Iteration 7Q: 3 clusters Score -904396.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -904646.750000 Penalty: 3004.949219
	Iteration 8Q: 3 clusters Score -904646.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -904948.500000 Penalty: 3004.949219
	Iteration 9Q: 3 clusters Score -904948.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -905295.812500 Penalty: 3004.949219
	Iteration 10Q: 3 clusters Score -905295.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -905678.625000 Penalty: 3004.949219
	Iteration 11Q: 3 clusters Score -905678.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -906064.812500 Penalty: 3004.949219
	Iteration 12Q: 3 clusters Score -906064.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -906400.875000 Penalty: 3004.949219
	Iteration 13Q: 3 clusters Score -906400.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -906631.000000 Penalty: 3004.949219
	Iteration 14Q: 3 clusters Score -906631 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -906766.562500 Penalty: 3004.949219
	Iteration 15Q: 3 clusters Score -906766.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -906878.437500 Penalty: 3004.949219
	Iteration 16Q: 3 clusters Score -906878.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -906959.000000 Penalty: 3004.949219
	Iteration 17Q: 3 clusters Score -906959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -906994.875000 Penalty: 3004.949219
	Iteration 18Q: 3 clusters Score -906994.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -907010.625000 Penalty: 3004.949219
	Iteration 19Q: 3 clusters Score -907010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -907018.250000 Penalty: 3004.949219
	Iteration 20F: 3 clusters Score -907018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -907024.250000 Penalty: 3004.949219
	Iteration 21Q: 3 clusters Score -907024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -907026.687500 Penalty: 3004.949219
	Iteration 22Q: 3 clusters Score -907026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -907029.937500 Penalty: 3004.949219
	Iteration 23Q: 3 clusters Score -907029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -907030.875000 Penalty: 3004.949219
	Iteration 24Q: 3 clusters Score -907030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -907030.625000 Penalty: 3004.949219
	Iteration 25Q: 3 clusters Score -907030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -907030.625000 Penalty: 3004.949219
	Iteration 26F: 3 clusters Score -907030.6 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: -115630.328125 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -115630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -113912.218750 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -113912.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -114338.367188 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -114338.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -114474.820312 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -114474.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -114567.156250 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -114567.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -114632.820312 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -114632.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114671.937500 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -114671.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -114703.773438 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -114703.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114743.281250 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -114743.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -114778.765625 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -114778.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114818.320312 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -114818.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -114868.492188 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -114868.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -114922.718750 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -114922.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -114971.765625 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -114971.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -114997.015625 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -114997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -115008.078125 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -115008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -115016.101562 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -115016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -115019.250000 Penalty: 2376.579834
	Iteration 16Q: 3 clusters Score -115019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -115020.515625 Penalty: 2376.579834
	Iteration 17Q: 3 clusters Score -115020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115022.007812 Penalty: 2376.579834
	Iteration 18Q: 3 clusters Score -115022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -115024.617188 Penalty: 2376.579834
	Iteration 19Q: 3 clusters Score -115024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115028.031250 Penalty: 2376.579834
	Iteration 20F: 3 clusters Score -115028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -115032.687500 Penalty: 2376.579834
	Iteration 21Q: 3 clusters Score -115032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -115037.945312 Penalty: 2376.579834
	Iteration 22Q: 3 clusters Score -115037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -115045.312500 Penalty: 2376.579834
	Iteration 23Q: 3 clusters Score -115045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -115051.546875 Penalty: 2376.579834
	Iteration 24Q: 3 clusters Score -115051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -115056.960938 Penalty: 2376.579834
	Iteration 25Q: 3 clusters Score -115057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -115063.718750 Penalty: 2376.579834
	Iteration 26Q: 3 clusters Score -115063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -115069.679688 Penalty: 2376.579834
	Iteration 27Q: 3 clusters Score -115069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -115075.289062 Penalty: 2376.579834
	Iteration 28Q: 3 clusters Score -115075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -115078.828125 Penalty: 2376.579834
	Iteration 29Q: 3 clusters Score -115078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115078.929688 Penalty: 2376.579834
	Iteration 30Q: 3 clusters Score -115078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -115079.382812 Penalty: 2376.579834
	Iteration 31Q: 3 clusters Score -115079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -115079.382812 Penalty: 2376.579834
	Iteration 32F: 3 clusters Score -115079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -353252.750000 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -353252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349811.968750 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -349812 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -350788.625000 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -350788.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -351059.437500 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -351059.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -351286.343750 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -351286.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -351488.843750 Penalty: 2707.921875
	Iteration 4F: 3 clusters Score -351488.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -351700.062500 Penalty: 2707.921875
	Iteration 5F: 3 clusters Score -351700.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -351913.687500 Penalty: 2707.921875
	Iteration 6F: 3 clusters Score -351913.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -352092.343750 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -352092.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -352220.187500 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -352220.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -352302.125000 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -352302.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -352346.500000 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -352346.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -352367.250000 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -352367.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -352386.375000 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -352386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -352403.156250 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -352403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -352417.687500 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -352417.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -352429.218750 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -352429.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -352443.937500 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -352443.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -352467.781250 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -352467.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -352490.062500 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -352490.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -352506.375000 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -352506.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -352517.375000 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -352517.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -352534.562500 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -352534.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -352560.656250 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -352560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -352580.062500 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -352580.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -352605.625000 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -352605.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -352626.531250 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -352626.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -352645.468750 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -352645.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -352668.500000 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -352668.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -352688.000000 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -352688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -352699.593750 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -352699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -352712.312500 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -352712.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -352725.312500 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -352725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -352733.843750 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -352733.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -352738.937500 Penalty: 2707.921875
	Iteration 33Q: 3 clusters Score -352738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -352742.781250 Penalty: 2707.921875
	Iteration 34Q: 3 clusters Score -352742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -352745.937500 Penalty: 2707.921875
	Iteration 35Q: 3 clusters Score -352745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -352747.625000 Penalty: 2707.921875
	Iteration 36Q: 3 clusters Score -352747.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -352748.656250 Penalty: 2707.921875
	Iteration 37Q: 3 clusters Score -352748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -352749.343750 Penalty: 2707.921875
	Iteration 38Q: 3 clusters Score -352749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -352751.281250 Penalty: 2707.921875
	Iteration 39Q: 3 clusters Score -352751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -352752.656250 Penalty: 2707.921875
	Iteration 40F: 3 clusters Score -352752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -352756.625000 Penalty: 2707.921875
	Iteration 41Q: 3 clusters Score -352756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -352757.562500 Penalty: 2707.921875
	Iteration 42Q: 3 clusters Score -352757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -352758.468750 Penalty: 2707.921875
	Iteration 43Q: 3 clusters Score -352758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -352758.937500 Penalty: 2707.921875
	Iteration 44Q: 3 clusters Score -352758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -352760.062500 Penalty: 2707.921875
	Iteration 45Q: 3 clusters Score -352760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -352759.968750 Penalty: 2707.921875
	Iteration 46Q: 3 clusters Score -352760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -352759.968750 Penalty: 2707.921875
	Iteration 47F: 3 clusters Score -352760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -343809.062500 Penalty: 1341.867310
	Iteration 0F: 2 clusters Score -343809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -340517.656250 Penalty: 2683.734619
	Iteration 0F: 3 clusters Score -340517.7 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -341325.406250 Penalty: 2683.734619
	Iteration 1F: 3 clusters Score -341325.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -341473.312500 Penalty: 2683.734619
	Iteration 2F: 3 clusters Score -341473.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -341556.562500 Penalty: 2683.734619
	Iteration 3Q: 3 clusters Score -341556.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -341627.531250 Penalty: 2683.734619
	Iteration 4Q: 3 clusters Score -341627.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -341687.718750 Penalty: 2683.734619
	Iteration 5Q: 3 clusters Score -341687.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -341738.843750 Penalty: 2683.734619
	Iteration 6Q: 3 clusters Score -341738.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -341773.750000 Penalty: 2683.734619
	Iteration 7Q: 3 clusters Score -341773.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -341798.343750 Penalty: 2683.734619
	Iteration 8Q: 3 clusters Score -341798.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -341825.906250 Penalty: 2683.734619
	Iteration 9Q: 3 clusters Score -341825.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -341856.125000 Penalty: 2683.734619
	Iteration 10Q: 3 clusters Score -341856.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -341880.187500 Penalty: 2683.734619
	Iteration 11Q: 3 clusters Score -341880.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -341910.937500 Penalty: 2683.734619
	Iteration 12Q: 3 clusters Score -341910.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -341937.125000 Penalty: 2683.734619
	Iteration 13Q: 3 clusters Score -341937.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -341961.000000 Penalty: 2683.734619
	Iteration 14Q: 3 clusters Score -341961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -341979.937500 Penalty: 2683.734619
	Iteration 15Q: 3 clusters Score -341979.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -342003.437500 Penalty: 2683.734619
	Iteration 16Q: 3 clusters Score -342003.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -342029.937500 Penalty: 2683.734619
	Iteration 17Q: 3 clusters Score -342029.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -342058.062500 Penalty: 2683.734619
	Iteration 18Q: 3 clusters Score -342058.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -342084.406250 Penalty: 2683.734619
	Iteration 19Q: 3 clusters Score -342084.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -342113.625000 Penalty: 2683.734619
	Iteration 20F: 3 clusters Score -342113.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -342143.218750 Penalty: 2683.734619
	Iteration 21Q: 3 clusters Score -342143.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -342179.281250 Penalty: 2683.734619
	Iteration 22Q: 3 clusters Score -342179.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -342217.375000 Penalty: 2683.734619
	Iteration 23Q: 3 clusters Score -342217.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -342246.187500 Penalty: 2683.734619
	Iteration 24Q: 3 clusters Score -342246.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -342276.031250 Penalty: 2683.734619
	Iteration 25Q: 3 clusters Score -342276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -342302.375000 Penalty: 2683.734619
	Iteration 26Q: 3 clusters Score -342302.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -342321.062500 Penalty: 2683.734619
	Iteration 27Q: 3 clusters Score -342321.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -342331.531250 Penalty: 2683.734619
	Iteration 28Q: 3 clusters Score -342331.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -342340.312500 Penalty: 2683.734619
	Iteration 29Q: 3 clusters Score -342340.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -342347.156250 Penalty: 2683.734619
	Iteration 30Q: 3 clusters Score -342347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -342351.656250 Penalty: 2683.734619
	Iteration 31Q: 3 clusters Score -342351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -342360.625000 Penalty: 2683.734619
	Iteration 32Q: 3 clusters Score -342360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -342368.593750 Penalty: 2683.734619
	Iteration 33Q: 3 clusters Score -342368.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -342378.812500 Penalty: 2683.734619
	Iteration 34Q: 3 clusters Score -342378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -342391.281250 Penalty: 2683.734619
	Iteration 35Q: 3 clusters Score -342391.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -342403.250000 Penalty: 2683.734619
	Iteration 36Q: 3 clusters Score -342403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -342411.000000 Penalty: 2683.734619
	Iteration 37Q: 3 clusters Score -342411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -342416.500000 Penalty: 2683.734619
	Iteration 38Q: 3 clusters Score -342416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -342422.031250 Penalty: 2683.734619
	Iteration 39Q: 3 clusters Score -342422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -342428.250000 Penalty: 2683.734619
	Iteration 40F: 3 clusters Score -342428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -342429.562500 Penalty: 2683.734619
	Iteration 41Q: 3 clusters Score -342429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -342435.031250 Penalty: 2683.734619
	Iteration 42Q: 3 clusters Score -342435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -342438.531250 Penalty: 2683.734619
	Iteration 43Q: 3 clusters Score -342438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -342443.187500 Penalty: 2683.734619
	Iteration 44Q: 3 clusters Score -342443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -342446.093750 Penalty: 2683.734619
	Iteration 45Q: 3 clusters Score -342446.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -342451.187500 Penalty: 2683.734619
	Iteration 46Q: 3 clusters Score -342451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -342456.906250 Penalty: 2683.734619
	Iteration 47Q: 3 clusters Score -342456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -342464.656250 Penalty: 2683.734619
	Iteration 48Q: 3 clusters Score -342464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -342469.375000 Penalty: 2683.734619
	Iteration 49Q: 3 clusters Score -342469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -342473.156250 Penalty: 2683.734619
	Iteration 50Q: 3 clusters Score -342473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -342474.593750 Penalty: 2683.734619
	Iteration 51Q: 3 clusters Score -342474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -342475.000000 Penalty: 2683.734619
	Iteration 52Q: 3 clusters Score -342475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -342475.781250 Penalty: 2683.734619
	Iteration 53Q: 3 clusters Score -342475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -342475.562500 Penalty: 2683.734619
	Iteration 54Q: 3 clusters Score -342475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -342475.562500 Penalty: 2683.734619
	Iteration 55F: 3 clusters Score -342475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -995380.562500 Penalty: 1537.491821
	Iteration 0F: 2 clusters Score -995380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -986453.125000 Penalty: 3074.983643
	Iteration 0F: 3 clusters Score -986453.1 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -990105.750000 Penalty: 3074.983643
	Iteration 1F: 3 clusters Score -990105.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -991073.750000 Penalty: 3074.983643
	Iteration 2F: 3 clusters Score -991073.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -991943.437500 Penalty: 3074.983643
	Iteration 3F: 3 clusters Score -991943.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -992605.687500 Penalty: 3074.983643
	Iteration 4F: 3 clusters Score -992605.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -993046.500000 Penalty: 3074.983643
	Iteration 5F: 3 clusters Score -993046.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -993328.562500 Penalty: 3074.983643
	Iteration 6Q: 3 clusters Score -993328.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -993501.125000 Penalty: 3074.983643
	Iteration 7Q: 3 clusters Score -993501.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -993615.625000 Penalty: 3074.983643
	Iteration 8Q: 3 clusters Score -993615.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -993723.312500 Penalty: 3074.983643
	Iteration 9Q: 3 clusters Score -993723.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -993818.250000 Penalty: 3074.983643
	Iteration 10Q: 3 clusters Score -993818.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -993911.812500 Penalty: 3074.983643
	Iteration 11Q: 3 clusters Score -993911.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -994011.812500 Penalty: 3074.983643
	Iteration 12Q: 3 clusters Score -994011.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -994163.000000 Penalty: 3074.983643
	Iteration 13Q: 3 clusters Score -994163 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -994389.250000 Penalty: 3074.983643
	Iteration 14Q: 3 clusters Score -994389.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -994647.562500 Penalty: 3074.983643
	Iteration 15Q: 3 clusters Score -994647.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -994800.062500 Penalty: 3074.983643
	Iteration 16Q: 3 clusters Score -994800.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -994883.812500 Penalty: 3074.983643
	Iteration 17Q: 3 clusters Score -994883.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -994925.437500 Penalty: 3074.983643
	Iteration 18Q: 3 clusters Score -994925.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -994945.312500 Penalty: 3074.983643
	Iteration 19Q: 3 clusters Score -994945.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -994953.812500 Penalty: 3074.983643
	Iteration 20F: 3 clusters Score -994953.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -994965.750000 Penalty: 3074.983643
	Iteration 21Q: 3 clusters Score -994965.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -994973.625000 Penalty: 3074.983643
	Iteration 22Q: 3 clusters Score -994973.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -994975.500000 Penalty: 3074.983643
	Iteration 23Q: 3 clusters Score -994975.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -994982.500000 Penalty: 3074.983643
	Iteration 24Q: 3 clusters Score -994982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -994984.687500 Penalty: 3074.983643
	Iteration 25Q: 3 clusters Score -994984.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -994986.687500 Penalty: 3074.983643
	Iteration 26Q: 3 clusters Score -994986.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -994987.375000 Penalty: 3074.983643
	Iteration 27Q: 3 clusters Score -994987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -994990.687500 Penalty: 3074.983643
	Iteration 28Q: 3 clusters Score -994990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -994990.687500 Penalty: 3074.983643
	Iteration 29Q: 3 clusters Score -994990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -994992.937500 Penalty: 3074.983643
	Iteration 30Q: 3 clusters Score -994992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -994993.875000 Penalty: 3074.983643
	Iteration 31Q: 3 clusters Score -994993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -994994.062500 Penalty: 3074.983643
	Iteration 32Q: 3 clusters Score -994994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -994994.250000 Penalty: 3074.983643
	Iteration 33Q: 3 clusters Score -994994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -994994.812500 Penalty: 3074.983643
	Iteration 34Q: 3 clusters Score -994994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -994994.437500 Penalty: 3074.983643
	Iteration 35Q: 3 clusters Score -994994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -994994.187500 Penalty: 3074.983643
	Iteration 36Q: 3 clusters Score -994994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -994992.437500 Penalty: 3074.983643
	Iteration 37Q: 3 clusters Score -994992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -994992.687500 Penalty: 3074.983643
	Iteration 38Q: 3 clusters Score -994992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -994991.000000 Penalty: 3074.983643
	Iteration 39Q: 3 clusters Score -994991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -994992.187500 Penalty: 3074.983643
	Iteration 40F: 3 clusters Score -994992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Entering Unmasked Estep 
Score: -2221561.750000 Penalty: 1650.916504
	Iteration 0F: 2 clusters Score -2221562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2203965.000000 Penalty: 3301.833008
	Iteration 0F: 3 clusters Score -2203965 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2210621.250000 Penalty: 3301.833008
	Iteration 1F: 3 clusters Score -2210621 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2211026.750000 Penalty: 3301.833008
	Iteration 2Q: 3 clusters Score -2211027 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2211498.250000 Penalty: 3301.833008
	Iteration 3Q: 3 clusters Score -2211498 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2212079.500000 Penalty: 3301.833008
	Iteration 4F: 3 clusters Score -2212080 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2212861.500000 Penalty: 3301.833008
	Iteration 5F: 3 clusters Score -2212862 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2213954.000000 Penalty: 3301.833008
	Iteration 6F: 3 clusters Score -2213954 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2215313.750000 Penalty: 3301.833008
	Iteration 7F: 3 clusters Score -2215314 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2216815.500000 Penalty: 3301.833008
	Iteration 8F: 3 clusters Score -2216816 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2218199.500000 Penalty: 3301.833008
	Iteration 9F: 3 clusters Score -2218200 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2219192.250000 Penalty: 3301.833008
	Iteration 10Q: 3 clusters Score -2219192 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2219696.500000 Penalty: 3301.833008
	Iteration 11Q: 3 clusters Score -2219696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2219904.750000 Penalty: 3301.833008
	Iteration 12Q: 3 clusters Score -2219905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2219988.000000 Penalty: 3301.833008
	Iteration 13Q: 3 clusters Score -2219988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2220047.750000 Penalty: 3301.833008
	Iteration 14Q: 3 clusters Score -2220048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2220075.750000 Penalty: 3301.833008
	Iteration 15Q: 3 clusters Score -2220076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2220095.250000 Penalty: 3301.833008
	Iteration 16Q: 3 clusters Score -2220095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2220111.000000 Penalty: 3301.833008
	Iteration 17Q: 3 clusters Score -2220111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2220121.250000 Penalty: 3301.833008
	Iteration 18Q: 3 clusters Score -2220121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2220134.500000 Penalty: 3301.833008
	Iteration 19Q: 3 clusters Score -2220134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2220137.750000 Penalty: 3301.833008
	Iteration 20F: 3 clusters Score -2220138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2220141.750000 Penalty: 3301.833008
	Iteration 21Q: 3 clusters Score -2220142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2220141.750000 Penalty: 3301.833008
	Iteration 22F: 3 clusters Score -2220142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Entering Unmasked Estep 
Score: -7161883.500000 Penalty: 1837.725830
	Iteration 0F: 2 clusters Score -7161884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7107402.500000 Penalty: 3675.451660
	Iteration 0F: 3 clusters Score -7107402 nChanged 38870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -7129451.000000 Penalty: 3675.451660
	Iteration 1F: 3 clusters Score -7129451 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7129954.000000 Penalty: 3675.451660
	Iteration 2Q: 3 clusters Score -7129954 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7130358.500000 Penalty: 3675.451660
	Iteration 3Q: 3 clusters Score -7130358 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7130839.500000 Penalty: 3675.451660
	Iteration 4Q: 3 clusters Score -7130840 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7131450.500000 Penalty: 3675.451660
	Iteration 5Q: 3 clusters Score -7131450 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -7132251.500000 Penalty: 3675.451660
	Iteration 6Q: 3 clusters Score -7132252 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -7133463.000000 Penalty: 3675.451660
	Iteration 7Q: 3 clusters Score -7133463 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7135270.000000 Penalty: 3675.451660
	Iteration 8Q: 3 clusters Score -7135270 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7137923.000000 Penalty: 3675.451660
	Iteration 9F: 3 clusters Score -7137923 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7141485.500000 Penalty: 3675.451660
	Iteration 10F: 3 clusters Score -7141486 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -7145353.500000 Penalty: 3675.451660
	Iteration 11F: 3 clusters Score -7145354 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7148642.000000 Penalty: 3675.451660
	Iteration 12F: 3 clusters Score -7148642 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -7150827.000000 Penalty: 3675.451660
	Iteration 13Q: 3 clusters Score -7150827 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -7152220.000000 Penalty: 3675.451660
	Iteration 14Q: 3 clusters Score -7152220 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -7153225.500000 Penalty: 3675.451660
	Iteration 15Q: 3 clusters Score -7153226 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7154124.500000 Penalty: 3675.451660
	Iteration 16Q: 3 clusters Score -7154124 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -7154886.000000 Penalty: 3675.451660
	Iteration 17Q: 3 clusters Score -7154886 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -7155600.500000 Penalty: 3675.451660
	Iteration 18Q: 3 clusters Score -7155600 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -7156346.000000 Penalty: 3675.451660
	Iteration 19Q: 3 clusters Score -7156346 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -7157102.500000 Penalty: 3675.451660
	Iteration 20F: 3 clusters Score -7157102 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7157833.000000 Penalty: 3675.451660
	Iteration 21Q: 3 clusters Score -7157833 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -7158518.000000 Penalty: 3675.451660
	Iteration 22Q: 3 clusters Score -7158518 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -7159009.500000 Penalty: 3675.451660
	Iteration 23Q: 3 clusters Score -7159010 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7159390.500000 Penalty: 3675.451660
	Iteration 24Q: 3 clusters Score -7159390 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7159580.500000 Penalty: 3675.451660
	Iteration 25Q: 3 clusters Score -7159580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7159726.000000 Penalty: 3675.451660
	Iteration 26Q: 3 clusters Score -7159726 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7159885.000000 Penalty: 3675.451660
	Iteration 27Q: 3 clusters Score -7159885 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7159995.000000 Penalty: 3675.451660
	Iteration 28Q: 3 clusters Score -7159995 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7160090.000000 Penalty: 3675.451660
	Iteration 29Q: 3 clusters Score -7160090 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7160150.000000 Penalty: 3675.451660
	Iteration 30Q: 3 clusters Score -7160150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7160221.000000 Penalty: 3675.451660
	Iteration 31Q: 3 clusters Score -7160221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7160257.000000 Penalty: 3675.451660
	Iteration 32Q: 3 clusters Score -7160257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7160292.000000 Penalty: 3675.451660
	Iteration 33Q: 3 clusters Score -7160292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7160326.500000 Penalty: 3675.451660
	Iteration 34Q: 3 clusters Score -7160326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7160341.500000 Penalty: 3675.451660
	Iteration 35Q: 3 clusters Score -7160342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7160366.500000 Penalty: 3675.451660
	Iteration 36Q: 3 clusters Score -7160366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7160399.500000 Penalty: 3675.451660
	Iteration 37Q: 3 clusters Score -7160400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7160413.500000 Penalty: 3675.451660
	Iteration 38Q: 3 clusters Score -7160414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7160432.000000 Penalty: 3675.451660
	Iteration 39Q: 3 clusters Score -7160432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7160438.000000 Penalty: 3675.451660
	Iteration 40F: 3 clusters Score -7160438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7160436.500000 Penalty: 3675.451660
	Iteration 41Q: 3 clusters Score -7160436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7160448.500000 Penalty: 3675.451660
	Iteration 42Q: 3 clusters Score -7160448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7160453.500000 Penalty: 3675.451660
	Iteration 43Q: 3 clusters Score -7160454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7160460.500000 Penalty: 3675.451660
	Iteration 44Q: 3 clusters Score -7160460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7160469.000000 Penalty: 3675.451660
	Iteration 45Q: 3 clusters Score -7160469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7160469.500000 Penalty: 3675.451660
	Iteration 46Q: 3 clusters Score -7160470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7160481.000000 Penalty: 3675.451660
	Iteration 47Q: 3 clusters Score -7160481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7160490.500000 Penalty: 3675.451660
	Iteration 48Q: 3 clusters Score -7160490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7160492.000000 Penalty: 3675.451660
	Iteration 49Q: 3 clusters Score -7160492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7160501.000000 Penalty: 3675.451660
	Iteration 50Q: 3 clusters Score -7160501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7160495.500000 Penalty: 3675.451660
	Iteration 51Q: 3 clusters Score -7160496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7160499.000000 Penalty: 3675.451660
	Iteration 52Q: 3 clusters Score -7160499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7160498.000000 Penalty: 3675.451660
	Iteration 53Q: 3 clusters Score -7160498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7160502.000000 Penalty: 3675.451660
	Iteration 54Q: 3 clusters Score -7160502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7160501.000000 Penalty: 3675.451660
	Iteration 55Q: 3 clusters Score -7160501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7160502.000000 Penalty: 3675.451660
	Iteration 56Q: 3 clusters Score -7160502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7160503.500000 Penalty: 3675.451660
	Iteration 57Q: 3 clusters Score -7160504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7160502.500000 Penalty: 3675.451660
	Iteration 58Q: 3 clusters Score -7160502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7160509.500000 Penalty: 3675.451660
	Iteration 59Q: 3 clusters Score -7160510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7160511.000000 Penalty: 3675.451660
	Iteration 60F: 3 clusters Score -7160511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7160512.000000 Penalty: 3675.451660
	Iteration 61Q: 3 clusters Score -7160512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80444 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7160507.500000 Penalty: 3675.451660
	Iteration 62Q: 3 clusters Score -7160508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7160520.500000 Penalty: 3675.451660
	Iteration 63Q: 3 clusters Score -7160520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7160521.500000 Penalty: 3675.451660
	Iteration 64Q: 3 clusters Score -7160522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7160523.500000 Penalty: 3675.451660
	Iteration 65Q: 3 clusters Score -7160524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7160525.000000 Penalty: 3675.451660
	Iteration 66Q: 3 clusters Score -7160525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7160530.500000 Penalty: 3675.451660
	Iteration 67Q: 3 clusters Score -7160530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7160531.500000 Penalty: 3675.451660
	Iteration 68Q: 3 clusters Score -7160532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7160531.000000 Penalty: 3675.451660
	Iteration 69Q: 3 clusters Score -7160531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7160530.500000 Penalty: 3675.451660
	Iteration 70Q: 3 clusters Score -7160530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7160533.500000 Penalty: 3675.451660
	Iteration 71Q: 3 clusters Score -7160534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7160538.500000 Penalty: 3675.451660
	Iteration 72Q: 3 clusters Score -7160538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7160537.000000 Penalty: 3675.451660
	Iteration 73Q: 3 clusters Score -7160537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7160543.500000 Penalty: 3675.451660
	Iteration 74Q: 3 clusters Score -7160544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7160543.000000 Penalty: 3675.451660
	Iteration 75Q: 3 clusters Score -7160543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7160546.500000 Penalty: 3675.451660
	Iteration 76Q: 3 clusters Score -7160546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7160549.000000 Penalty: 3675.451660
	Iteration 77Q: 3 clusters Score -7160549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7160542.000000 Penalty: 3675.451660
	Iteration 78Q: 3 clusters Score -7160542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7160546.000000 Penalty: 3675.451660
	Iteration 79Q: 3 clusters Score -7160546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7160545.500000 Penalty: 3675.451660
	Iteration 80F: 3 clusters Score -7160546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7160548.000000 Penalty: 3675.451660
	Iteration 81Q: 3 clusters Score -7160548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7160546.000000 Penalty: 3675.451660
	Iteration 82Q: 3 clusters Score -7160546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7160552.500000 Penalty: 3675.451660
	Iteration 83Q: 3 clusters Score -7160552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7160554.000000 Penalty: 3675.451660
	Iteration 84Q: 3 clusters Score -7160554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7160550.500000 Penalty: 3675.451660
	Iteration 85Q: 3 clusters Score -7160550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7160556.000000 Penalty: 3675.451660
	Iteration 86Q: 3 clusters Score -7160556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7160548.000000 Penalty: 3675.451660
	Iteration 87Q: 3 clusters Score -7160548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7160550.500000 Penalty: 3675.451660
	Iteration 88Q: 3 clusters Score -7160550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7160549.500000 Penalty: 3675.451660
	Iteration 89Q: 3 clusters Score -7160550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7160556.000000 Penalty: 3675.451660
	Iteration 90Q: 3 clusters Score -7160556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7160554.500000 Penalty: 3675.451660
	Iteration 91Q: 3 clusters Score -7160554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7160557.000000 Penalty: 3675.451660
	Iteration 92Q: 3 clusters Score -7160557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7160557.500000 Penalty: 3675.451660
	Iteration 93Q: 3 clusters Score -7160558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7160556.000000 Penalty: 3675.451660
	Iteration 94Q: 3 clusters Score -7160556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7160552.000000 Penalty: 3675.451660
	Iteration 95Q: 3 clusters Score -7160552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7160550.500000 Penalty: 3675.451660
	Iteration 96Q: 3 clusters Score -7160550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7160550.500000 Penalty: 3675.451660
	Iteration 97F: 3 clusters Score -7160550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Entering Unmasked Estep 
Score: -1540915.625000 Penalty: 1585.637207
	Iteration 0F: 2 clusters Score -1540916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1528990.000000 Penalty: 3171.274414
	Iteration 0F: 3 clusters Score -1528990 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1533201.625000 Penalty: 3171.274414
	Iteration 1F: 3 clusters Score -1533202 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1533435.250000 Penalty: 3171.274414
	Iteration 2Q: 3 clusters Score -1533435 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1533633.875000 Penalty: 3171.274414
	Iteration 3Q: 3 clusters Score -1533634 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1533791.625000 Penalty: 3171.274414
	Iteration 4Q: 3 clusters Score -1533792 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1533928.000000 Penalty: 3171.274414
	Iteration 5Q: 3 clusters Score -1533928 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1534067.250000 Penalty: 3171.274414
	Iteration 6Q: 3 clusters Score -1534067 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1534224.750000 Penalty: 3171.274414
	Iteration 7Q: 3 clusters Score -1534225 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1534435.250000 Penalty: 3171.274414
	Iteration 8Q: 3 clusters Score -1534435 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1534754.000000 Penalty: 3171.274414
	Iteration 9Q: 3 clusters Score -1534754 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1535113.625000 Penalty: 3171.274414
	Iteration 10Q: 3 clusters Score -1535114 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1535502.250000 Penalty: 3171.274414
	Iteration 11Q: 3 clusters Score -1535502 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1535947.750000 Penalty: 3171.274414
	Iteration 12Q: 3 clusters Score -1535948 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1536397.125000 Penalty: 3171.274414
	Iteration 13Q: 3 clusters Score -1536397 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1536841.375000 Penalty: 3171.274414
	Iteration 14Q: 3 clusters Score -1536841 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1537271.000000 Penalty: 3171.274414
	Iteration 15Q: 3 clusters Score -1537271 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1537672.625000 Penalty: 3171.274414
	Iteration 16Q: 3 clusters Score -1537673 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1537970.000000 Penalty: 3171.274414
	Iteration 17Q: 3 clusters Score -1537970 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1538212.250000 Penalty: 3171.274414
	Iteration 18Q: 3 clusters Score -1538212 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1538418.375000 Penalty: 3171.274414
	Iteration 19Q: 3 clusters Score -1538418 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1538583.375000 Penalty: 3171.274414
	Iteration 20F: 3 clusters Score -1538583 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1538704.875000 Penalty: 3171.274414
	Iteration 21Q: 3 clusters Score -1538705 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1538813.875000 Penalty: 3171.274414
	Iteration 22Q: 3 clusters Score -1538814 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1538908.000000 Penalty: 3171.274414
	Iteration 23Q: 3 clusters Score -1538908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1538996.375000 Penalty: 3171.274414
	Iteration 24Q: 3 clusters Score -1538996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1539093.125000 Penalty: 3171.274414
	Iteration 25Q: 3 clusters Score -1539093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1539173.625000 Penalty: 3171.274414
	Iteration 26Q: 3 clusters Score -1539174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1539243.500000 Penalty: 3171.274414
	Iteration 27Q: 3 clusters Score -1539244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1539294.000000 Penalty: 3171.274414
	Iteration 28Q: 3 clusters Score -1539294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1539333.250000 Penalty: 3171.274414
	Iteration 29Q: 3 clusters Score -1539333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1539371.000000 Penalty: 3171.274414
	Iteration 30Q: 3 clusters Score -1539371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1539408.750000 Penalty: 3171.274414
	Iteration 31Q: 3 clusters Score -1539409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1539440.000000 Penalty: 3171.274414
	Iteration 32Q: 3 clusters Score -1539440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1539462.625000 Penalty: 3171.274414
	Iteration 33Q: 3 clusters Score -1539463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1539487.125000 Penalty: 3171.274414
	Iteration 34Q: 3 clusters Score -1539487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1539508.750000 Penalty: 3171.274414
	Iteration 35Q: 3 clusters Score -1539509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1539530.750000 Penalty: 3171.274414
	Iteration 36Q: 3 clusters Score -1539531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1539545.250000 Penalty: 3171.274414
	Iteration 37Q: 3 clusters Score -1539545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1539560.000000 Penalty: 3171.274414
	Iteration 38Q: 3 clusters Score -1539560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1539573.000000 Penalty: 3171.274414
	Iteration 39Q: 3 clusters Score -1539573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1539581.000000 Penalty: 3171.274414
	Iteration 40F: 3 clusters Score -1539581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1539586.500000 Penalty: 3171.274414
	Iteration 41Q: 3 clusters Score -1539586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1539590.125000 Penalty: 3171.274414
	Iteration 42Q: 3 clusters Score -1539590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1539589.750000 Penalty: 3171.274414
	Iteration 43Q: 3 clusters Score -1539590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1539592.625000 Penalty: 3171.274414
	Iteration 44Q: 3 clusters Score -1539593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1539598.500000 Penalty: 3171.274414
	Iteration 45Q: 3 clusters Score -1539598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1539605.625000 Penalty: 3171.274414
	Iteration 46Q: 3 clusters Score -1539606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1539612.125000 Penalty: 3171.274414
	Iteration 47Q: 3 clusters Score -1539612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1539614.875000 Penalty: 3171.274414
	Iteration 48Q: 3 clusters Score -1539615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1539619.375000 Penalty: 3171.274414
	Iteration 49Q: 3 clusters Score -1539619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1539623.750000 Penalty: 3171.274414
	Iteration 50Q: 3 clusters Score -1539624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1539626.250000 Penalty: 3171.274414
	Iteration 51Q: 3 clusters Score -1539626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1539626.000000 Penalty: 3171.274414
	Iteration 52Q: 3 clusters Score -1539626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1539630.625000 Penalty: 3171.274414
	Iteration 53Q: 3 clusters Score -1539631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1539634.375000 Penalty: 3171.274414
	Iteration 54Q: 3 clusters Score -1539634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1539636.500000 Penalty: 3171.274414
	Iteration 55Q: 3 clusters Score -1539636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1539635.000000 Penalty: 3171.274414
	Iteration 56Q: 3 clusters Score -1539635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1539639.375000 Penalty: 3171.274414
	Iteration 57Q: 3 clusters Score -1539639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1539638.500000 Penalty: 3171.274414
	Iteration 58Q: 3 clusters Score -1539638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1539640.375000 Penalty: 3171.274414
	Iteration 59Q: 3 clusters Score -1539640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1539639.000000 Penalty: 3171.274414
	Iteration 60F: 3 clusters Score -1539639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1539641.125000 Penalty: 3171.274414
	Iteration 61Q: 3 clusters Score -1539641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1539641.125000 Penalty: 3171.274414
	Iteration 62F: 3 clusters Score -1539641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -72275.867188 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -72275.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70886.257812 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -70886.26 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71127.718750 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -71127.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71206.195312 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -71206.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71260.398438 Penalty: 2219.683105
	Iteration 3Q: 3 clusters Score -71260.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71291.664062 Penalty: 2219.683105
	Iteration 4Q: 3 clusters Score -71291.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71341.867188 Penalty: 2219.683105
	Iteration 5Q: 3 clusters Score -71341.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71384.828125 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -71384.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71441.429688 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -71441.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71491.234375 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -71491.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71555.750000 Penalty: 2219.683105
	Iteration 9Q: 3 clusters Score -71555.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71615.437500 Penalty: 2219.683105
	Iteration 10Q: 3 clusters Score -71615.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71659.601562 Penalty: 2219.683105
	Iteration 11Q: 3 clusters Score -71659.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71712.484375 Penalty: 2219.683105
	Iteration 12Q: 3 clusters Score -71712.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71745.648438 Penalty: 2219.683105
	Iteration 13Q: 3 clusters Score -71745.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71780.320312 Penalty: 2219.683105
	Iteration 14Q: 3 clusters Score -71780.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71797.000000 Penalty: 2219.683105
	Iteration 15Q: 3 clusters Score -71797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71802.476562 Penalty: 2219.683105
	Iteration 16Q: 3 clusters Score -71802.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71805.710938 Penalty: 2219.683105
	Iteration 17Q: 3 clusters Score -71805.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71808.835938 Penalty: 2219.683105
	Iteration 18Q: 3 clusters Score -71808.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71809.148438 Penalty: 2219.683105
	Iteration 19Q: 3 clusters Score -71809.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71809.148438 Penalty: 2219.683105
	Iteration 20F: 3 clusters Score -71809.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Entering Unmasked Estep 
Score: -2888004.750000 Penalty: 1691.027222
	Iteration 0F: 2 clusters Score -2888005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2866100.000000 Penalty: 3382.054443
	Iteration 0F: 3 clusters Score -2866100 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2874187.000000 Penalty: 3382.054443
	Iteration 1F: 3 clusters Score -2874187 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2874456.250000 Penalty: 3382.054443
	Iteration 2Q: 3 clusters Score -2874456 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2874706.250000 Penalty: 3382.054443
	Iteration 3Q: 3 clusters Score -2874706 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2874958.750000 Penalty: 3382.054443
	Iteration 4Q: 3 clusters Score -2874959 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2875165.250000 Penalty: 3382.054443
	Iteration 5Q: 3 clusters Score -2875165 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2875407.250000 Penalty: 3382.054443
	Iteration 6Q: 3 clusters Score -2875407 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2875658.250000 Penalty: 3382.054443
	Iteration 7Q: 3 clusters Score -2875658 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2875962.250000 Penalty: 3382.054443
	Iteration 8Q: 3 clusters Score -2875962 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2876323.750000 Penalty: 3382.054443
	Iteration 9Q: 3 clusters Score -2876324 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2876723.500000 Penalty: 3382.054443
	Iteration 10Q: 3 clusters Score -2876724 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2877190.000000 Penalty: 3382.054443
	Iteration 11Q: 3 clusters Score -2877190 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2877644.250000 Penalty: 3382.054443
	Iteration 12Q: 3 clusters Score -2877644 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2878113.750000 Penalty: 3382.054443
	Iteration 13Q: 3 clusters Score -2878114 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2878554.250000 Penalty: 3382.054443
	Iteration 14Q: 3 clusters Score -2878554 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2878934.250000 Penalty: 3382.054443
	Iteration 15Q: 3 clusters Score -2878934 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2879262.750000 Penalty: 3382.054443
	Iteration 16Q: 3 clusters Score -2879263 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2879512.000000 Penalty: 3382.054443
	Iteration 17Q: 3 clusters Score -2879512 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2879706.500000 Penalty: 3382.054443
	Iteration 18Q: 3 clusters Score -2879706 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2879850.500000 Penalty: 3382.054443
	Iteration 19Q: 3 clusters Score -2879850 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2879994.500000 Penalty: 3382.054443
	Iteration 20F: 3 clusters Score -2879994 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2880102.500000 Penalty: 3382.054443
	Iteration 21Q: 3 clusters Score -2880102 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2880231.500000 Penalty: 3382.054443
	Iteration 22Q: 3 clusters Score -2880232 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2880393.250000 Penalty: 3382.054443
	Iteration 23Q: 3 clusters Score -2880393 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2880601.250000 Penalty: 3382.054443
	Iteration 24Q: 3 clusters Score -2880601 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2880829.750000 Penalty: 3382.054443
	Iteration 25Q: 3 clusters Score -2880830 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2881114.000000 Penalty: 3382.054443
	Iteration 26Q: 3 clusters Score -2881114 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2881483.000000 Penalty: 3382.054443
	Iteration 27Q: 3 clusters Score -2881483 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2881949.750000 Penalty: 3382.054443
	Iteration 28Q: 3 clusters Score -2881950 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2882537.000000 Penalty: 3382.054443
	Iteration 29Q: 3 clusters Score -2882537 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2883164.750000 Penalty: 3382.054443
	Iteration 30Q: 3 clusters Score -2883165 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2883793.750000 Penalty: 3382.054443
	Iteration 31Q: 3 clusters Score -2883794 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -2884386.750000 Penalty: 3382.054443
	Iteration 32Q: 3 clusters Score -2884387 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2884929.250000 Penalty: 3382.054443
	Iteration 33Q: 3 clusters Score -2884929 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -2885372.000000 Penalty: 3382.054443
	Iteration 34Q: 3 clusters Score -2885372 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2885725.000000 Penalty: 3382.054443
	Iteration 35Q: 3 clusters Score -2885725 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -2885967.000000 Penalty: 3382.054443
	Iteration 36Q: 3 clusters Score -2885967 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -2886151.500000 Penalty: 3382.054443
	Iteration 37Q: 3 clusters Score -2886152 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -2886289.250000 Penalty: 3382.054443
	Iteration 38Q: 3 clusters Score -2886289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -2886381.000000 Penalty: 3382.054443
	Iteration 39Q: 3 clusters Score -2886381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -2886440.000000 Penalty: 3382.054443
	Iteration 40F: 3 clusters Score -2886440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -2886477.500000 Penalty: 3382.054443
	Iteration 41Q: 3 clusters Score -2886478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -2886520.250000 Penalty: 3382.054443
	Iteration 42Q: 3 clusters Score -2886520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -2886559.000000 Penalty: 3382.054443
	Iteration 43Q: 3 clusters Score -2886559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -2886578.750000 Penalty: 3382.054443
	Iteration 44Q: 3 clusters Score -2886579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -2886594.750000 Penalty: 3382.054443
	Iteration 45Q: 3 clusters Score -2886595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -2886612.250000 Penalty: 3382.054443
	Iteration 46Q: 3 clusters Score -2886612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -2886627.250000 Penalty: 3382.054443
	Iteration 47Q: 3 clusters Score -2886627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -2886631.000000 Penalty: 3382.054443
	Iteration 48Q: 3 clusters Score -2886631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2886642.500000 Penalty: 3382.054443
	Iteration 49Q: 3 clusters Score -2886642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2886642.000000 Penalty: 3382.054443
	Iteration 50Q: 3 clusters Score -2886642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -2886644.000000 Penalty: 3382.054443
	Iteration 51Q: 3 clusters Score -2886644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -2886647.500000 Penalty: 3382.054443
	Iteration 52Q: 3 clusters Score -2886648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -2886648.500000 Penalty: 3382.054443
	Iteration 53Q: 3 clusters Score -2886648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -2886652.000000 Penalty: 3382.054443
	Iteration 54Q: 3 clusters Score -2886652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -2886653.500000 Penalty: 3382.054443
	Iteration 55Q: 3 clusters Score -2886654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -2886653.250000 Penalty: 3382.054443
	Iteration 56Q: 3 clusters Score -2886653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -2886653.250000 Penalty: 3382.054443
	Iteration 57F: 3 clusters Score -2886653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Entering Unmasked Estep 
Score: -1015345.812500 Penalty: 1523.093750
	Iteration 0F: 2 clusters Score -1015346 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 5858 members 
Entering Unmasked Estep 
Score: -1007002.437500 Penalty: 3046.187500
	Iteration 0F: 3 clusters Score -1007002 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1009771.750000 Penalty: 3046.187500
	Iteration 1F: 3 clusters Score -1009772 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1010048.625000 Penalty: 3046.187500
	Iteration 2F: 3 clusters Score -1010049 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1010281.187500 Penalty: 3046.187500
	Iteration 3Q: 3 clusters Score -1010281 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1010519.125000 Penalty: 3046.187500
	Iteration 4Q: 3 clusters Score -1010519 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1010773.937500 Penalty: 3046.187500
	Iteration 5Q: 3 clusters Score -1010774 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1011075.687500 Penalty: 3046.187500
	Iteration 6Q: 3 clusters Score -1011076 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1011382.187500 Penalty: 3046.187500
	Iteration 7Q: 3 clusters Score -1011382 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1011697.750000 Penalty: 3046.187500
	Iteration 8Q: 3 clusters Score -1011698 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1011982.562500 Penalty: 3046.187500
	Iteration 9Q: 3 clusters Score -1011983 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1012212.500000 Penalty: 3046.187500
	Iteration 10Q: 3 clusters Score -1012212 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1012389.687500 Penalty: 3046.187500
	Iteration 11Q: 3 clusters Score -1012390 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1012511.437500 Penalty: 3046.187500
	Iteration 12Q: 3 clusters Score -1012511 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1012597.125000 Penalty: 3046.187500
	Iteration 13Q: 3 clusters Score -1012597 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1012681.500000 Penalty: 3046.187500
	Iteration 14Q: 3 clusters Score -1012682 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1012743.687500 Penalty: 3046.187500
	Iteration 15Q: 3 clusters Score -1012744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1012805.125000 Penalty: 3046.187500
	Iteration 16Q: 3 clusters Score -1012805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1012862.187500 Penalty: 3046.187500
	Iteration 17Q: 3 clusters Score -1012862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1012920.125000 Penalty: 3046.187500
	Iteration 18Q: 3 clusters Score -1012920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1012963.187500 Penalty: 3046.187500
	Iteration 19Q: 3 clusters Score -1012963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1013014.062500 Penalty: 3046.187500
	Iteration 20F: 3 clusters Score -1013014 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1013063.750000 Penalty: 3046.187500
	Iteration 21Q: 3 clusters Score -1013064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1013113.375000 Penalty: 3046.187500
	Iteration 22Q: 3 clusters Score -1013113 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1013166.375000 Penalty: 3046.187500
	Iteration 23Q: 3 clusters Score -1013166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1013217.625000 Penalty: 3046.187500
	Iteration 24Q: 3 clusters Score -1013218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1013274.125000 Penalty: 3046.187500
	Iteration 25Q: 3 clusters Score -1013274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1013330.500000 Penalty: 3046.187500
	Iteration 26Q: 3 clusters Score -1013330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1013379.750000 Penalty: 3046.187500
	Iteration 27Q: 3 clusters Score -1013380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1013427.937500 Penalty: 3046.187500
	Iteration 28Q: 3 clusters Score -1013428 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1013470.875000 Penalty: 3046.187500
	Iteration 29Q: 3 clusters Score -1013471 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1013515.562500 Penalty: 3046.187500
	Iteration 30Q: 3 clusters Score -1013516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1013545.750000 Penalty: 3046.187500
	Iteration 31Q: 3 clusters Score -1013546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1013571.750000 Penalty: 3046.187500
	Iteration 32Q: 3 clusters Score -1013572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1013598.125000 Penalty: 3046.187500
	Iteration 33Q: 3 clusters Score -1013598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1013626.875000 Penalty: 3046.187500
	Iteration 34Q: 3 clusters Score -1013627 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1013652.687500 Penalty: 3046.187500
	Iteration 35Q: 3 clusters Score -1013653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1013677.187500 Penalty: 3046.187500
	Iteration 36Q: 3 clusters Score -1013677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1013704.875000 Penalty: 3046.187500
	Iteration 37Q: 3 clusters Score -1013705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1013730.562500 Penalty: 3046.187500
	Iteration 38Q: 3 clusters Score -1013731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1013751.562500 Penalty: 3046.187500
	Iteration 39Q: 3 clusters Score -1013752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1013767.562500 Penalty: 3046.187500
	Iteration 40F: 3 clusters Score -1013768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1013789.125000 Penalty: 3046.187500
	Iteration 41Q: 3 clusters Score -1013789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1013817.812500 Penalty: 3046.187500
	Iteration 42Q: 3 clusters Score -1013818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1013841.687500 Penalty: 3046.187500
	Iteration 43Q: 3 clusters Score -1013842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1013865.750000 Penalty: 3046.187500
	Iteration 44Q: 3 clusters Score -1013866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1013891.625000 Penalty: 3046.187500
	Iteration 45Q: 3 clusters Score -1013892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1013909.187500 Penalty: 3046.187500
	Iteration 46Q: 3 clusters Score -1013909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1013936.062500 Penalty: 3046.187500
	Iteration 47Q: 3 clusters Score -1013936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1013962.750000 Penalty: 3046.187500
	Iteration 48Q: 3 clusters Score -1013963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1013983.812500 Penalty: 3046.187500
	Iteration 49Q: 3 clusters Score -1013984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1014004.000000 Penalty: 3046.187500
	Iteration 50Q: 3 clusters Score -1014004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1014017.062500 Penalty: 3046.187500
	Iteration 51Q: 3 clusters Score -1014017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1014025.250000 Penalty: 3046.187500
	Iteration 52Q: 3 clusters Score -1014025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1014031.187500 Penalty: 3046.187500
	Iteration 53Q: 3 clusters Score -1014031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1014041.000000 Penalty: 3046.187500
	Iteration 54Q: 3 clusters Score -1014041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1014051.062500 Penalty: 3046.187500
	Iteration 55Q: 3 clusters Score -1014051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1014059.750000 Penalty: 3046.187500
	Iteration 56Q: 3 clusters Score -1014060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1014067.187500 Penalty: 3046.187500
	Iteration 57Q: 3 clusters Score -1014067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1014073.625000 Penalty: 3046.187500
	Iteration 58Q: 3 clusters Score -1014074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1014075.125000 Penalty: 3046.187500
	Iteration 59Q: 3 clusters Score -1014075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1014077.750000 Penalty: 3046.187500
	Iteration 60F: 3 clusters Score -1014078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1014081.062500 Penalty: 3046.187500
	Iteration 61Q: 3 clusters Score -1014081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1014080.312500 Penalty: 3046.187500
	Iteration 62Q: 3 clusters Score -1014080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1014085.812500 Penalty: 3046.187500
	Iteration 63Q: 3 clusters Score -1014086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1014085.875000 Penalty: 3046.187500
	Iteration 64Q: 3 clusters Score -1014086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1014087.000000 Penalty: 3046.187500
	Iteration 65Q: 3 clusters Score -1014087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1014087.562500 Penalty: 3046.187500
	Iteration 66Q: 3 clusters Score -1014088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1014088.312500 Penalty: 3046.187500
	Iteration 67Q: 3 clusters Score -1014088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1014089.375000 Penalty: 3046.187500
	Iteration 68Q: 3 clusters Score -1014089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1014090.125000 Penalty: 3046.187500
	Iteration 69Q: 3 clusters Score -1014090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1014089.812500 Penalty: 3046.187500
	Iteration 70Q: 3 clusters Score -1014090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1014089.812500 Penalty: 3046.187500
	Iteration 71F: 3 clusters Score -1014090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -178788.531250 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -178788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -176602.171875 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -176602.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177114.265625 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -177114.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -177257.796875 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -177257.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -177344.687500 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -177344.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -177408.500000 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -177408.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -177476.031250 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -177476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -177551.703125 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -177551.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -177643.046875 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -177643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177719.984375 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -177720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -177800.875000 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -177800.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -177868.296875 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -177868.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -177915.140625 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -177915.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -177964.515625 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -177964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -178008.671875 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -178008.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -178050.109375 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -178050.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -178091.281250 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -178091.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -178113.718750 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -178113.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -178136.953125 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -178137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -178156.265625 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -178156.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -178169.265625 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -178169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -178173.593750 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -178173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -178175.609375 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -178175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -178177.343750 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -178177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -178177.453125 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -178177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -178177.890625 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -178177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -178177.890625 Penalty: 2494.854004
	Iteration 25F: 3 clusters Score -178177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -446850.906250 Penalty: 1401.907471
	Iteration 0F: 2 clusters Score -446850.9 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 2810 members 
Entering Unmasked Estep 
Score: -442481.531250 Penalty: 2803.814941
	Iteration 0F: 3 clusters Score -442481.5 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -443848.312500 Penalty: 2803.814941
	Iteration 1F: 3 clusters Score -443848.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -444070.625000 Penalty: 2803.814941
	Iteration 2F: 3 clusters Score -444070.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -444230.500000 Penalty: 2803.814941
	Iteration 3F: 3 clusters Score -444230.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -444360.468750 Penalty: 2803.814941
	Iteration 4Q: 3 clusters Score -444360.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -444477.656250 Penalty: 2803.814941
	Iteration 5Q: 3 clusters Score -444477.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -444578.125000 Penalty: 2803.814941
	Iteration 6Q: 3 clusters Score -444578.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -444652.281250 Penalty: 2803.814941
	Iteration 7Q: 3 clusters Score -444652.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -444716.906250 Penalty: 2803.814941
	Iteration 8Q: 3 clusters Score -444716.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -444779.312500 Penalty: 2803.814941
	Iteration 9Q: 3 clusters Score -444779.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -444839.968750 Penalty: 2803.814941
	Iteration 10Q: 3 clusters Score -444840 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -444909.937500 Penalty: 2803.814941
	Iteration 11Q: 3 clusters Score -444909.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -444981.312500 Penalty: 2803.814941
	Iteration 12Q: 3 clusters Score -444981.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -445044.125000 Penalty: 2803.814941
	Iteration 13Q: 3 clusters Score -445044.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -445111.781250 Penalty: 2803.814941
	Iteration 14Q: 3 clusters Score -445111.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -445191.750000 Penalty: 2803.814941
	Iteration 15Q: 3 clusters Score -445191.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -445269.968750 Penalty: 2803.814941
	Iteration 16Q: 3 clusters Score -445270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -445334.468750 Penalty: 2803.814941
	Iteration 17Q: 3 clusters Score -445334.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -445379.218750 Penalty: 2803.814941
	Iteration 18Q: 3 clusters Score -445379.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -445417.500000 Penalty: 2803.814941
	Iteration 19Q: 3 clusters Score -445417.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -445446.250000 Penalty: 2803.814941
	Iteration 20F: 3 clusters Score -445446.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -445462.906250 Penalty: 2803.814941
	Iteration 21Q: 3 clusters Score -445462.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -445477.468750 Penalty: 2803.814941
	Iteration 22Q: 3 clusters Score -445477.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -445493.250000 Penalty: 2803.814941
	Iteration 23Q: 3 clusters Score -445493.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -445505.187500 Penalty: 2803.814941
	Iteration 24Q: 3 clusters Score -445505.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -445510.375000 Penalty: 2803.814941
	Iteration 25Q: 3 clusters Score -445510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -445517.031250 Penalty: 2803.814941
	Iteration 26Q: 3 clusters Score -445517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -445522.781250 Penalty: 2803.814941
	Iteration 27Q: 3 clusters Score -445522.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -445528.093750 Penalty: 2803.814941
	Iteration 28Q: 3 clusters Score -445528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -445532.531250 Penalty: 2803.814941
	Iteration 29Q: 3 clusters Score -445532.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -445538.187500 Penalty: 2803.814941
	Iteration 30Q: 3 clusters Score -445538.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -445544.093750 Penalty: 2803.814941
	Iteration 31Q: 3 clusters Score -445544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -445546.812500 Penalty: 2803.814941
	Iteration 32Q: 3 clusters Score -445546.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -445553.187500 Penalty: 2803.814941
	Iteration 33Q: 3 clusters Score -445553.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -445558.687500 Penalty: 2803.814941
	Iteration 34Q: 3 clusters Score -445558.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -445563.406250 Penalty: 2803.814941
	Iteration 35Q: 3 clusters Score -445563.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -445567.312500 Penalty: 2803.814941
	Iteration 36Q: 3 clusters Score -445567.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -445570.062500 Penalty: 2803.814941
	Iteration 37Q: 3 clusters Score -445570.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -445574.812500 Penalty: 2803.814941
	Iteration 38Q: 3 clusters Score -445574.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -445578.312500 Penalty: 2803.814941
	Iteration 39Q: 3 clusters Score -445578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -445579.968750 Penalty: 2803.814941
	Iteration 40F: 3 clusters Score -445580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -445582.875000 Penalty: 2803.814941
	Iteration 41Q: 3 clusters Score -445582.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -445588.468750 Penalty: 2803.814941
	Iteration 42Q: 3 clusters Score -445588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -445592.062500 Penalty: 2803.814941
	Iteration 43Q: 3 clusters Score -445592.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -445596.062500 Penalty: 2803.814941
	Iteration 44Q: 3 clusters Score -445596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -445598.000000 Penalty: 2803.814941
	Iteration 45Q: 3 clusters Score -445598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -445602.156250 Penalty: 2803.814941
	Iteration 46Q: 3 clusters Score -445602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -445603.906250 Penalty: 2803.814941
	Iteration 47Q: 3 clusters Score -445603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -445605.562500 Penalty: 2803.814941
	Iteration 48Q: 3 clusters Score -445605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -445604.625000 Penalty: 2803.814941
	Iteration 49Q: 3 clusters Score -445604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -445604.625000 Penalty: 2803.814941
	Iteration 50F: 3 clusters Score -445604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Entering Unmasked Estep 
Score: -4003165.250000 Penalty: 1743.508667
	Iteration 0F: 2 clusters Score -4003165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3972630.000000 Penalty: 3487.017334
	Iteration 0F: 3 clusters Score -3972630 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3984680.250000 Penalty: 3487.017334
	Iteration 1F: 3 clusters Score -3984680 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3985335.750000 Penalty: 3487.017334
	Iteration 2Q: 3 clusters Score -3985336 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3986193.750000 Penalty: 3487.017334
	Iteration 3Q: 3 clusters Score -3986194 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3987173.250000 Penalty: 3487.017334
	Iteration 4Q: 3 clusters Score -3987173 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3988265.250000 Penalty: 3487.017334
	Iteration 5F: 3 clusters Score -3988265 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3989436.500000 Penalty: 3487.017334
	Iteration 6F: 3 clusters Score -3989436 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3990787.750000 Penalty: 3487.017334
	Iteration 7F: 3 clusters Score -3990788 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3992334.000000 Penalty: 3487.017334
	Iteration 8F: 3 clusters Score -3992334 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3993977.000000 Penalty: 3487.017334
	Iteration 9F: 3 clusters Score -3993977 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3995262.500000 Penalty: 3487.017334
	Iteration 10Q: 3 clusters Score -3995262 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3996092.750000 Penalty: 3487.017334
	Iteration 11Q: 3 clusters Score -3996093 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3996543.000000 Penalty: 3487.017334
	Iteration 12Q: 3 clusters Score -3996543 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3996890.000000 Penalty: 3487.017334
	Iteration 13Q: 3 clusters Score -3996890 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3997162.000000 Penalty: 3487.017334
	Iteration 14Q: 3 clusters Score -3997162 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3997453.750000 Penalty: 3487.017334
	Iteration 15Q: 3 clusters Score -3997454 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3997794.500000 Penalty: 3487.017334
	Iteration 16Q: 3 clusters Score -3997794 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3998118.500000 Penalty: 3487.017334
	Iteration 17Q: 3 clusters Score -3998118 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3998472.750000 Penalty: 3487.017334
	Iteration 18Q: 3 clusters Score -3998473 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3998853.000000 Penalty: 3487.017334
	Iteration 19Q: 3 clusters Score -3998853 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3999185.000000 Penalty: 3487.017334
	Iteration 20F: 3 clusters Score -3999185 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3999491.500000 Penalty: 3487.017334
	Iteration 21Q: 3 clusters Score -3999492 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3999789.000000 Penalty: 3487.017334
	Iteration 22Q: 3 clusters Score -3999789 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4000089.750000 Penalty: 3487.017334
	Iteration 23Q: 3 clusters Score -4000090 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4000359.500000 Penalty: 3487.017334
	Iteration 24Q: 3 clusters Score -4000360 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4000579.500000 Penalty: 3487.017334
	Iteration 25Q: 3 clusters Score -4000580 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4000805.750000 Penalty: 3487.017334
	Iteration 26Q: 3 clusters Score -4000806 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4001017.250000 Penalty: 3487.017334
	Iteration 27Q: 3 clusters Score -4001017 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4001170.750000 Penalty: 3487.017334
	Iteration 28Q: 3 clusters Score -4001171 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4001303.250000 Penalty: 3487.017334
	Iteration 29Q: 3 clusters Score -4001303 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4001413.750000 Penalty: 3487.017334
	Iteration 30Q: 3 clusters Score -4001414 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4001498.000000 Penalty: 3487.017334
	Iteration 31Q: 3 clusters Score -4001498 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4001559.500000 Penalty: 3487.017334
	Iteration 32Q: 3 clusters Score -4001560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4001623.250000 Penalty: 3487.017334
	Iteration 33Q: 3 clusters Score -4001623 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4001685.750000 Penalty: 3487.017334
	Iteration 34Q: 3 clusters Score -4001686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4001731.250000 Penalty: 3487.017334
	Iteration 35Q: 3 clusters Score -4001731 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4001764.750000 Penalty: 3487.017334
	Iteration 36Q: 3 clusters Score -4001765 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4001799.000000 Penalty: 3487.017334
	Iteration 37Q: 3 clusters Score -4001799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4001845.500000 Penalty: 3487.017334
	Iteration 38Q: 3 clusters Score -4001846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4001858.000000 Penalty: 3487.017334
	Iteration 39Q: 3 clusters Score -4001858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4001882.500000 Penalty: 3487.017334
	Iteration 40F: 3 clusters Score -4001882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4001906.000000 Penalty: 3487.017334
	Iteration 41Q: 3 clusters Score -4001906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4001914.500000 Penalty: 3487.017334
	Iteration 42Q: 3 clusters Score -4001914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4001935.750000 Penalty: 3487.017334
	Iteration 43Q: 3 clusters Score -4001936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4001961.000000 Penalty: 3487.017334
	Iteration 44Q: 3 clusters Score -4001961 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4001990.000000 Penalty: 3487.017334
	Iteration 45Q: 3 clusters Score -4001990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4002010.750000 Penalty: 3487.017334
	Iteration 46Q: 3 clusters Score -4002011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4002027.500000 Penalty: 3487.017334
	Iteration 47Q: 3 clusters Score -4002028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4002040.750000 Penalty: 3487.017334
	Iteration 48Q: 3 clusters Score -4002041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4002046.000000 Penalty: 3487.017334
	Iteration 49Q: 3 clusters Score -4002046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4002068.250000 Penalty: 3487.017334
	Iteration 50Q: 3 clusters Score -4002068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4002073.500000 Penalty: 3487.017334
	Iteration 51Q: 3 clusters Score -4002074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4002078.250000 Penalty: 3487.017334
	Iteration 52Q: 3 clusters Score -4002078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4002092.500000 Penalty: 3487.017334
	Iteration 53Q: 3 clusters Score -4002092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4002105.500000 Penalty: 3487.017334
	Iteration 54Q: 3 clusters Score -4002106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4002109.000000 Penalty: 3487.017334
	Iteration 55Q: 3 clusters Score -4002109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4002115.000000 Penalty: 3487.017334
	Iteration 56Q: 3 clusters Score -4002115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4002127.250000 Penalty: 3487.017334
	Iteration 57Q: 3 clusters Score -4002127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4002137.750000 Penalty: 3487.017334
	Iteration 58Q: 3 clusters Score -4002138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4002147.500000 Penalty: 3487.017334
	Iteration 59Q: 3 clusters Score -4002148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4002157.000000 Penalty: 3487.017334
	Iteration 60F: 3 clusters Score -4002157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4002174.000000 Penalty: 3487.017334
	Iteration 61Q: 3 clusters Score -4002174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4002189.750000 Penalty: 3487.017334
	Iteration 62Q: 3 clusters Score -4002190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4002205.500000 Penalty: 3487.017334
	Iteration 63Q: 3 clusters Score -4002206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4002216.750000 Penalty: 3487.017334
	Iteration 64Q: 3 clusters Score -4002217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4002216.250000 Penalty: 3487.017334
	Iteration 65Q: 3 clusters Score -4002216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4002220.250000 Penalty: 3487.017334
	Iteration 66Q: 3 clusters Score -4002220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4002223.000000 Penalty: 3487.017334
	Iteration 67Q: 3 clusters Score -4002223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4002234.500000 Penalty: 3487.017334
	Iteration 68Q: 3 clusters Score -4002234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4002242.250000 Penalty: 3487.017334
	Iteration 69Q: 3 clusters Score -4002242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4002241.250000 Penalty: 3487.017334
	Iteration 70Q: 3 clusters Score -4002241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4002246.750000 Penalty: 3487.017334
	Iteration 71Q: 3 clusters Score -4002247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4002245.750000 Penalty: 3487.017334
	Iteration 72Q: 3 clusters Score -4002246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4002247.250000 Penalty: 3487.017334
	Iteration 73Q: 3 clusters Score -4002247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4002248.500000 Penalty: 3487.017334
	Iteration 74Q: 3 clusters Score -4002248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4002255.000000 Penalty: 3487.017334
	Iteration 75Q: 3 clusters Score -4002255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4002253.750000 Penalty: 3487.017334
	Iteration 76Q: 3 clusters Score -4002254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4002256.250000 Penalty: 3487.017334
	Iteration 77Q: 3 clusters Score -4002256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4002257.500000 Penalty: 3487.017334
	Iteration 78Q: 3 clusters Score -4002258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4002256.000000 Penalty: 3487.017334
	Iteration 79Q: 3 clusters Score -4002256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4002256.250000 Penalty: 3487.017334
	Iteration 80F: 3 clusters Score -4002256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4002254.750000 Penalty: 3487.017334
	Iteration 81Q: 3 clusters Score -4002255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4002256.750000 Penalty: 3487.017334
	Iteration 82Q: 3 clusters Score -4002257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4002256.750000 Penalty: 3487.017334
	Iteration 83F: 3 clusters Score -4002257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75803 members 
Entering Unmasked Estep 
Score: -6780184.500000 Penalty: 1825.832642
	Iteration 0F: 2 clusters Score -6780184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -6729391.500000 Penalty: 3651.665283
	Iteration 0F: 3 clusters Score -6729392 nChanged 36119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -6750054.500000 Penalty: 3651.665283
	Iteration 1F: 3 clusters Score -6750054 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6750725.500000 Penalty: 3651.665283
	Iteration 2Q: 3 clusters Score -6750726 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -6751451.000000 Penalty: 3651.665283
	Iteration 3Q: 3 clusters Score -6751451 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -6752490.500000 Penalty: 3651.665283
	Iteration 4Q: 3 clusters Score -6752490 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -6753736.500000 Penalty: 3651.665283
	Iteration 5Q: 3 clusters Score -6753736 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6755254.000000 Penalty: 3651.665283
	Iteration 6Q: 3 clusters Score -6755254 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6757084.000000 Penalty: 3651.665283
	Iteration 7F: 3 clusters Score -6757084 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6759206.500000 Penalty: 3651.665283
	Iteration 8F: 3 clusters Score -6759206 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -6761591.000000 Penalty: 3651.665283
	Iteration 9F: 3 clusters Score -6761591 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -6764397.500000 Penalty: 3651.665283
	Iteration 10F: 3 clusters Score -6764398 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -6767614.500000 Penalty: 3651.665283
	Iteration 11F: 3 clusters Score -6767614 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -6770832.500000 Penalty: 3651.665283
	Iteration 12F: 3 clusters Score -6770832 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -6773748.500000 Penalty: 3651.665283
	Iteration 13Q: 3 clusters Score -6773748 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -6775949.500000 Penalty: 3651.665283
	Iteration 14Q: 3 clusters Score -6775950 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -6777301.500000 Penalty: 3651.665283
	Iteration 15Q: 3 clusters Score -6777302 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -6778059.500000 Penalty: 3651.665283
	Iteration 16Q: 3 clusters Score -6778060 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -6778534.000000 Penalty: 3651.665283
	Iteration 17Q: 3 clusters Score -6778534 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -6778742.000000 Penalty: 3651.665283
	Iteration 18Q: 3 clusters Score -6778742 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -6778837.500000 Penalty: 3651.665283
	Iteration 19Q: 3 clusters Score -6778838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -6778899.500000 Penalty: 3651.665283
	Iteration 20F: 3 clusters Score -6778900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -6778944.500000 Penalty: 3651.665283
	Iteration 21Q: 3 clusters Score -6778944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -6778972.000000 Penalty: 3651.665283
	Iteration 22Q: 3 clusters Score -6778972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -6778988.500000 Penalty: 3651.665283
	Iteration 23Q: 3 clusters Score -6778988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -6779000.500000 Penalty: 3651.665283
	Iteration 24Q: 3 clusters Score -6779000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -6779001.500000 Penalty: 3651.665283
	Iteration 25Q: 3 clusters Score -6779002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -6779018.000000 Penalty: 3651.665283
	Iteration 26Q: 3 clusters Score -6779018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -6779034.500000 Penalty: 3651.665283
	Iteration 27Q: 3 clusters Score -6779034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -6779046.500000 Penalty: 3651.665283
	Iteration 28Q: 3 clusters Score -6779046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -6779057.000000 Penalty: 3651.665283
	Iteration 29Q: 3 clusters Score -6779057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -6779062.500000 Penalty: 3651.665283
	Iteration 30Q: 3 clusters Score -6779062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -6779058.500000 Penalty: 3651.665283
	Iteration 31Q: 3 clusters Score -6779058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -6779066.500000 Penalty: 3651.665283
	Iteration 32Q: 3 clusters Score -6779066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -6779079.500000 Penalty: 3651.665283
	Iteration 33Q: 3 clusters Score -6779080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -6779078.500000 Penalty: 3651.665283
	Iteration 34Q: 3 clusters Score -6779078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -6779081.000000 Penalty: 3651.665283
	Iteration 35Q: 3 clusters Score -6779081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -6779073.500000 Penalty: 3651.665283
	Iteration 36Q: 3 clusters Score -6779074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -6779079.500000 Penalty: 3651.665283
	Iteration 37Q: 3 clusters Score -6779080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -6779088.000000 Penalty: 3651.665283
	Iteration 38Q: 3 clusters Score -6779088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -6779088.000000 Penalty: 3651.665283
	Iteration 39F: 3 clusters Score -6779088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -120781.609375 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -120781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119050.000000 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -119050 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119440.531250 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -119440.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119526.750000 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -119526.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -119586.296875 Penalty: 2370.009766
	Iteration 3Q: 3 clusters Score -119586.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119633.859375 Penalty: 2370.009766
	Iteration 4Q: 3 clusters Score -119633.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119681.828125 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -119681.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -119709.359375 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -119709.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119725.453125 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -119725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119736.304688 Penalty: 2370.009766
	Iteration 8Q: 3 clusters Score -119736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119740.265625 Penalty: 2370.009766
	Iteration 9Q: 3 clusters Score -119740.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119745.890625 Penalty: 2370.009766
	Iteration 10Q: 3 clusters Score -119745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119750.101562 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -119750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119754.156250 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -119754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119756.882812 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -119756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119758.539062 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -119758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119760.078125 Penalty: 2370.009766
	Iteration 15Q: 3 clusters Score -119760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119764.445312 Penalty: 2370.009766
	Iteration 16Q: 3 clusters Score -119764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119767.195312 Penalty: 2370.009766
	Iteration 17Q: 3 clusters Score -119767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119768.273438 Penalty: 2370.009766
	Iteration 18Q: 3 clusters Score -119768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119768.742188 Penalty: 2370.009766
	Iteration 19Q: 3 clusters Score -119768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119768.742188 Penalty: 2370.009766
	Iteration 20F: 3 clusters Score -119768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -458734.437500 Penalty: 1397.510132
	Iteration 0F: 2 clusters Score -458734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -454525.375000 Penalty: 2795.020264
	Iteration 0F: 3 clusters Score -454525.4 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -455878.218750 Penalty: 2795.020264
	Iteration 1F: 3 clusters Score -455878.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -456268.531250 Penalty: 2795.020264
	Iteration 2F: 3 clusters Score -456268.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -456611.156250 Penalty: 2795.020264
	Iteration 3F: 3 clusters Score -456611.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -456931.843750 Penalty: 2795.020264
	Iteration 4F: 3 clusters Score -456931.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -457215.062500 Penalty: 2795.020264
	Iteration 5F: 3 clusters Score -457215.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -457407.750000 Penalty: 2795.020264
	Iteration 6F: 3 clusters Score -457407.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -457543.093750 Penalty: 2795.020264
	Iteration 7Q: 3 clusters Score -457543.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -457638.343750 Penalty: 2795.020264
	Iteration 8Q: 3 clusters Score -457638.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -457703.000000 Penalty: 2795.020264
	Iteration 9Q: 3 clusters Score -457703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -457773.718750 Penalty: 2795.020264
	Iteration 10Q: 3 clusters Score -457773.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -457833.687500 Penalty: 2795.020264
	Iteration 11Q: 3 clusters Score -457833.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -457883.437500 Penalty: 2795.020264
	Iteration 12Q: 3 clusters Score -457883.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -457924.812500 Penalty: 2795.020264
	Iteration 13Q: 3 clusters Score -457924.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -457953.625000 Penalty: 2795.020264
	Iteration 14Q: 3 clusters Score -457953.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -457972.906250 Penalty: 2795.020264
	Iteration 15Q: 3 clusters Score -457972.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -457986.781250 Penalty: 2795.020264
	Iteration 16Q: 3 clusters Score -457986.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -458007.437500 Penalty: 2795.020264
	Iteration 17Q: 3 clusters Score -458007.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -458039.593750 Penalty: 2795.020264
	Iteration 18Q: 3 clusters Score -458039.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -458071.500000 Penalty: 2795.020264
	Iteration 19Q: 3 clusters Score -458071.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -458093.343750 Penalty: 2795.020264
	Iteration 20F: 3 clusters Score -458093.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -458118.093750 Penalty: 2795.020264
	Iteration 21Q: 3 clusters Score -458118.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -458143.906250 Penalty: 2795.020264
	Iteration 22Q: 3 clusters Score -458143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -458169.812500 Penalty: 2795.020264
	Iteration 23Q: 3 clusters Score -458169.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -458197.281250 Penalty: 2795.020264
	Iteration 24Q: 3 clusters Score -458197.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -458218.656250 Penalty: 2795.020264
	Iteration 25Q: 3 clusters Score -458218.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -458232.937500 Penalty: 2795.020264
	Iteration 26Q: 3 clusters Score -458232.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458241.531250 Penalty: 2795.020264
	Iteration 27Q: 3 clusters Score -458241.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -458246.406250 Penalty: 2795.020264
	Iteration 28Q: 3 clusters Score -458246.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -458252.562500 Penalty: 2795.020264
	Iteration 29Q: 3 clusters Score -458252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -458256.312500 Penalty: 2795.020264
	Iteration 30Q: 3 clusters Score -458256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -458259.468750 Penalty: 2795.020264
	Iteration 31Q: 3 clusters Score -458259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -458260.281250 Penalty: 2795.020264
	Iteration 32Q: 3 clusters Score -458260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -458262.312500 Penalty: 2795.020264
	Iteration 33Q: 3 clusters Score -458262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -458263.593750 Penalty: 2795.020264
	Iteration 34Q: 3 clusters Score -458263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -458265.031250 Penalty: 2795.020264
	Iteration 35Q: 3 clusters Score -458265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -458266.812500 Penalty: 2795.020264
	Iteration 36Q: 3 clusters Score -458266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -458268.406250 Penalty: 2795.020264
	Iteration 37Q: 3 clusters Score -458268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -458269.406250 Penalty: 2795.020264
	Iteration 38Q: 3 clusters Score -458269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -458271.625000 Penalty: 2795.020264
	Iteration 39Q: 3 clusters Score -458271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -458273.437500 Penalty: 2795.020264
	Iteration 40F: 3 clusters Score -458273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -458274.312500 Penalty: 2795.020264
	Iteration 41Q: 3 clusters Score -458274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -458275.281250 Penalty: 2795.020264
	Iteration 42Q: 3 clusters Score -458275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -458276.687500 Penalty: 2795.020264
	Iteration 43Q: 3 clusters Score -458276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -458276.937500 Penalty: 2795.020264
	Iteration 44Q: 3 clusters Score -458276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -458277.593750 Penalty: 2795.020264
	Iteration 45Q: 3 clusters Score -458277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -458277.656250 Penalty: 2795.020264
	Iteration 46Q: 3 clusters Score -458277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -458277.625000 Penalty: 2795.020264
	Iteration 47Q: 3 clusters Score -458277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -458279.875000 Penalty: 2795.020264
	Iteration 48Q: 3 clusters Score -458279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -458280.750000 Penalty: 2795.020264
	Iteration 49Q: 3 clusters Score -458280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -458281.125000 Penalty: 2795.020264
	Iteration 50Q: 3 clusters Score -458281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -458280.750000 Penalty: 2795.020264
	Iteration 51Q: 3 clusters Score -458280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -458280.718750 Penalty: 2795.020264
	Iteration 52Q: 3 clusters Score -458280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -458281.562500 Penalty: 2795.020264
	Iteration 53Q: 3 clusters Score -458281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -458281.562500 Penalty: 2795.020264
	Iteration 54F: 3 clusters Score -458281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -138014.156250 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -138014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -135930.625000 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -135930.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -136685.984375 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -136686 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -137031.250000 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -137031.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -137237.281250 Penalty: 2481.316650
	Iteration 3F: 3 clusters Score -137237.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -137406.640625 Penalty: 2481.316650
	Iteration 4F: 3 clusters Score -137406.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -137554.265625 Penalty: 2481.316650
	Iteration 5F: 3 clusters Score -137554.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137610.937500 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -137610.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -137659.171875 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -137659.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -137704.765625 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -137704.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -137726.890625 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -137726.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137746.734375 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -137746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -137760.031250 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -137760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -137773.234375 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -137773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137781.109375 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -137781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137786.515625 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -137786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -137792.625000 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -137792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -137795.171875 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -137795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -137796.140625 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -137796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -137797.156250 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -137797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -137797.531250 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -137797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -137797.531250 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -137797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -74475.718750 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -74475.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73076.554688 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -73076.55 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73322.921875 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -73322.92 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73421.210938 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -73421.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73500.351562 Penalty: 2229.374756
	Iteration 3F: 3 clusters Score -73500.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73549.734375 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -73549.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73590.890625 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -73590.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73616.312500 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -73616.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73642.148438 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -73642.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73661.265625 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -73661.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73685.187500 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -73685.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73707.875000 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -73707.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73724.109375 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -73724.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73735.710938 Penalty: 2229.374756
	Iteration 12Q: 3 clusters Score -73735.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73746.085938 Penalty: 2229.374756
	Iteration 13Q: 3 clusters Score -73746.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73758.875000 Penalty: 2229.374756
	Iteration 14Q: 3 clusters Score -73758.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73776.445312 Penalty: 2229.374756
	Iteration 15Q: 3 clusters Score -73776.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73796.179688 Penalty: 2229.374756
	Iteration 16Q: 3 clusters Score -73796.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73812.687500 Penalty: 2229.374756
	Iteration 17Q: 3 clusters Score -73812.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73825.296875 Penalty: 2229.374756
	Iteration 18Q: 3 clusters Score -73825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73834.820312 Penalty: 2229.374756
	Iteration 19Q: 3 clusters Score -73834.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73842.953125 Penalty: 2229.374756
	Iteration 20F: 3 clusters Score -73842.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73844.117188 Penalty: 2229.374756
	Iteration 21Q: 3 clusters Score -73844.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73845.601562 Penalty: 2229.374756
	Iteration 22Q: 3 clusters Score -73845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73853.046875 Penalty: 2229.374756
	Iteration 23Q: 3 clusters Score -73853.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73860.554688 Penalty: 2229.374756
	Iteration 24Q: 3 clusters Score -73860.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73866.890625 Penalty: 2229.374756
	Iteration 25Q: 3 clusters Score -73866.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73873.804688 Penalty: 2229.374756
	Iteration 26Q: 3 clusters Score -73873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73879.468750 Penalty: 2229.374756
	Iteration 27Q: 3 clusters Score -73879.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73888.554688 Penalty: 2229.374756
	Iteration 28Q: 3 clusters Score -73888.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73901.835938 Penalty: 2229.374756
	Iteration 29Q: 3 clusters Score -73901.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73922.593750 Penalty: 2229.374756
	Iteration 30Q: 3 clusters Score -73922.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73938.250000 Penalty: 2229.374756
	Iteration 31Q: 3 clusters Score -73938.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73946.523438 Penalty: 2229.374756
	Iteration 32Q: 3 clusters Score -73946.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73953.265625 Penalty: 2229.374756
	Iteration 33Q: 3 clusters Score -73953.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73958.171875 Penalty: 2229.374756
	Iteration 34Q: 3 clusters Score -73958.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73959.015625 Penalty: 2229.374756
	Iteration 35Q: 3 clusters Score -73959.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73959.015625 Penalty: 2229.374756
	Iteration 36F: 3 clusters Score -73959.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130662.781250 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128862.335938 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128862.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129245.882812 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129245.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129325.632812 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129325.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -129368.515625 Penalty: 2401.809082
	Iteration 3Q: 3 clusters Score -129368.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129400.015625 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -129400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129430.617188 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129458.000000 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129481.125000 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129481.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129511.835938 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129533.984375 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -129563.039062 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129590.445312 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129590.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129612.179688 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129628.437500 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -129628.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129642.687500 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -129642.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129654.648438 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -129654.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -129666.187500 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -129666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129671.671875 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -129671.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129676.460938 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -129676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -129680.406250 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -129680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -129683.117188 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -129683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129685.718750 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -129685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129688.125000 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -129688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129691.289062 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -129691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129698.140625 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -129698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129702.757812 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -129702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129707.773438 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -129707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129711.546875 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -129711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129717.257812 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -129717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129722.703125 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -129722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129729.312500 Penalty: 2401.809082
	Iteration 30Q: 3 clusters Score -129729.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129737.429688 Penalty: 2401.809082
	Iteration 31Q: 3 clusters Score -129737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129742.289062 Penalty: 2401.809082
	Iteration 32Q: 3 clusters Score -129742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129746.007812 Penalty: 2401.809082
	Iteration 33Q: 3 clusters Score -129746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129750.875000 Penalty: 2401.809082
	Iteration 34Q: 3 clusters Score -129750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -129753.007812 Penalty: 2401.809082
	Iteration 35Q: 3 clusters Score -129753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129754.437500 Penalty: 2401.809082
	Iteration 36Q: 3 clusters Score -129754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -129754.726562 Penalty: 2401.809082
	Iteration 37Q: 3 clusters Score -129754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -129754.726562 Penalty: 2401.809082
	Iteration 38F: 3 clusters Score -129754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -67628.671875 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -67628.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66234.984375 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -66234.98 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66590.593750 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -66590.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66811.695312 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -66811.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67030.640625 Penalty: 2253.045654
	Iteration 3F: 3 clusters Score -67030.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67180.312500 Penalty: 2253.045654
	Iteration 4F: 3 clusters Score -67180.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67246.015625 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -67246.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67312.164062 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -67312.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67369.468750 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -67369.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67428.390625 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -67428.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -67458.570312 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -67458.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67486.718750 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -67486.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67516.937500 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -67516.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67542.750000 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -67542.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67564.000000 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -67564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -67576.265625 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -67576.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67585.031250 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -67585.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -67590.164062 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -67590.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67592.085938 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -67592.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67592.968750 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -67592.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67597.328125 Penalty: 2253.045654
	Iteration 19F: 3 clusters Score -67597.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67603.054688 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -67603.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -449386.375000 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -449386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -445151.812500 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -445151.8 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -446331.812500 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -446331.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -446594.750000 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -446594.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -446799.125000 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -446799.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -446947.031250 Penalty: 2789.347168
	Iteration 4F: 3 clusters Score -446947 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -447065.312500 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -447065.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -447179.937500 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -447179.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -447279.750000 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -447279.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -447381.781250 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -447381.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -447486.000000 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -447486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -447577.500000 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -447577.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -447657.218750 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -447657.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -447743.593750 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -447743.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -447834.000000 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -447834 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -447938.718750 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -447938.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -448039.531250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -448039.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -448104.312500 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -448104.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -448148.843750 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -448148.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -448173.906250 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -448173.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -448203.531250 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -448203.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -448214.468750 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -448214.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -448228.062500 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -448228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -448264.625000 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -448264.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -448314.843750 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -448314.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -448357.406250 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -448357.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -448378.281250 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -448378.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448396.625000 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -448396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -448409.250000 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -448409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -448420.312500 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -448420.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -448430.781250 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -448430.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -448438.093750 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -448438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -448443.062500 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -448443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -448447.062500 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -448447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -448449.500000 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -448449.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -448451.687500 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -448451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -448454.062500 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -448454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -448455.718750 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -448455.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -448457.656250 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -448457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -448461.000000 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -448461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -448467.437500 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -448467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -448471.718750 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -448471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -448475.843750 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -448475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -448481.812500 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -448481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -448486.437500 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -448486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -448491.718750 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -448491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -448497.000000 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -448497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -448503.437500 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -448503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -448507.906250 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -448507.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -448513.031250 Penalty: 2789.347168
	Iteration 48Q: 3 clusters Score -448513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -448515.375000 Penalty: 2789.347168
	Iteration 49Q: 3 clusters Score -448515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -448519.125000 Penalty: 2789.347168
	Iteration 50Q: 3 clusters Score -448519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -448519.906250 Penalty: 2789.347168
	Iteration 51Q: 3 clusters Score -448519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -448521.781250 Penalty: 2789.347168
	Iteration 52Q: 3 clusters Score -448521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -448522.187500 Penalty: 2789.347168
	Iteration 53Q: 3 clusters Score -448522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -448522.812500 Penalty: 2789.347168
	Iteration 54Q: 3 clusters Score -448522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -448522.343750 Penalty: 2789.347168
	Iteration 55Q: 3 clusters Score -448522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -448522.625000 Penalty: 2789.347168
	Iteration 56Q: 3 clusters Score -448522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -448524.500000 Penalty: 2789.347168
	Iteration 57Q: 3 clusters Score -448524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -448525.125000 Penalty: 2789.347168
	Iteration 58Q: 3 clusters Score -448525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -448525.125000 Penalty: 2789.347168
	Iteration 59F: 3 clusters Score -448525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (92291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Entering Unmasked Estep 
Score: -8288995.500000 Penalty: 1857.814087
	Iteration 0F: 2 clusters Score -8288996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -8226949.000000 Penalty: 3715.628174
	Iteration 0F: 3 clusters Score -8226949 nChanged 44265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8253160.000000 Penalty: 3715.628174
	Iteration 1F: 3 clusters Score -8253160 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -8254497.500000 Penalty: 3715.628174
	Iteration 2Q: 3 clusters Score -8254498 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -8256805.000000 Penalty: 3715.628174
	Iteration 3Q: 3 clusters Score -8256805 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -8261123.000000 Penalty: 3715.628174
	Iteration 4F: 3 clusters Score -8261123 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -8268211.000000 Penalty: 3715.628174
	Iteration 5F: 3 clusters Score -8268211 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -8276653.000000 Penalty: 3715.628174
	Iteration 6F: 3 clusters Score -8276653 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8283051.000000 Penalty: 3715.628174
	Iteration 7F: 3 clusters Score -8283051 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8285971.000000 Penalty: 3715.628174
	Iteration 8Q: 3 clusters Score -8285971 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8286877.500000 Penalty: 3715.628174
	Iteration 9Q: 3 clusters Score -8286878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8287127.000000 Penalty: 3715.628174
	Iteration 10Q: 3 clusters Score -8287127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8287225.500000 Penalty: 3715.628174
	Iteration 11Q: 3 clusters Score -8287226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8287266.000000 Penalty: 3715.628174
	Iteration 12Q: 3 clusters Score -8287266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8287288.000000 Penalty: 3715.628174
	Iteration 13Q: 3 clusters Score -8287288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8287298.000000 Penalty: 3715.628174
	Iteration 14Q: 3 clusters Score -8287298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8287311.500000 Penalty: 3715.628174
	Iteration 15Q: 3 clusters Score -8287312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8287310.500000 Penalty: 3715.628174
	Iteration 16Q: 3 clusters Score -8287310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8287316.000000 Penalty: 3715.628174
	Iteration 17Q: 3 clusters Score -8287316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8287316.000000 Penalty: 3715.628174
	Iteration 18F: 3 clusters Score -8287316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Entering Unmasked Estep 
Score: -2026137.250000 Penalty: 1651.148926
	Iteration 0F: 2 clusters Score -2026137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2008626.750000 Penalty: 3302.297852
	Iteration 0F: 3 clusters Score -2008627 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2015455.000000 Penalty: 3302.297852
	Iteration 1F: 3 clusters Score -2015455 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2015938.125000 Penalty: 3302.297852
	Iteration 2F: 3 clusters Score -2015938 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2016366.375000 Penalty: 3302.297852
	Iteration 3Q: 3 clusters Score -2016366 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2016812.000000 Penalty: 3302.297852
	Iteration 4Q: 3 clusters Score -2016812 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2017284.500000 Penalty: 3302.297852
	Iteration 5Q: 3 clusters Score -2017284 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2017825.750000 Penalty: 3302.297852
	Iteration 6Q: 3 clusters Score -2017826 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2018505.125000 Penalty: 3302.297852
	Iteration 7Q: 3 clusters Score -2018505 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2019342.125000 Penalty: 3302.297852
	Iteration 8F: 3 clusters Score -2019342 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2020257.000000 Penalty: 3302.297852
	Iteration 9F: 3 clusters Score -2020257 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2020944.750000 Penalty: 3302.297852
	Iteration 10Q: 3 clusters Score -2020945 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2021352.625000 Penalty: 3302.297852
	Iteration 11Q: 3 clusters Score -2021353 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2021583.000000 Penalty: 3302.297852
	Iteration 12Q: 3 clusters Score -2021583 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2021748.000000 Penalty: 3302.297852
	Iteration 13Q: 3 clusters Score -2021748 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2021859.125000 Penalty: 3302.297852
	Iteration 14Q: 3 clusters Score -2021859 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2021973.250000 Penalty: 3302.297852
	Iteration 15Q: 3 clusters Score -2021973 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2022084.750000 Penalty: 3302.297852
	Iteration 16Q: 3 clusters Score -2022085 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2022160.750000 Penalty: 3302.297852
	Iteration 17Q: 3 clusters Score -2022161 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2022245.125000 Penalty: 3302.297852
	Iteration 18Q: 3 clusters Score -2022245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2022309.250000 Penalty: 3302.297852
	Iteration 19Q: 3 clusters Score -2022309 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2022373.875000 Penalty: 3302.297852
	Iteration 20F: 3 clusters Score -2022374 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2022439.750000 Penalty: 3302.297852
	Iteration 21Q: 3 clusters Score -2022440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2022503.625000 Penalty: 3302.297852
	Iteration 22Q: 3 clusters Score -2022504 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2022571.625000 Penalty: 3302.297852
	Iteration 23Q: 3 clusters Score -2022572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2022623.500000 Penalty: 3302.297852
	Iteration 24Q: 3 clusters Score -2022624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2022682.750000 Penalty: 3302.297852
	Iteration 25Q: 3 clusters Score -2022683 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2022754.875000 Penalty: 3302.297852
	Iteration 26Q: 3 clusters Score -2022755 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2022803.125000 Penalty: 3302.297852
	Iteration 27Q: 3 clusters Score -2022803 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2022857.625000 Penalty: 3302.297852
	Iteration 28Q: 3 clusters Score -2022858 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2022912.250000 Penalty: 3302.297852
	Iteration 29Q: 3 clusters Score -2022912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2022947.125000 Penalty: 3302.297852
	Iteration 30Q: 3 clusters Score -2022947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2022992.750000 Penalty: 3302.297852
	Iteration 31Q: 3 clusters Score -2022993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2023040.250000 Penalty: 3302.297852
	Iteration 32Q: 3 clusters Score -2023040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2023091.625000 Penalty: 3302.297852
	Iteration 33Q: 3 clusters Score -2023092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2023146.750000 Penalty: 3302.297852
	Iteration 34Q: 3 clusters Score -2023147 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2023193.375000 Penalty: 3302.297852
	Iteration 35Q: 3 clusters Score -2023193 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2023234.625000 Penalty: 3302.297852
	Iteration 36Q: 3 clusters Score -2023235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2023288.125000 Penalty: 3302.297852
	Iteration 37Q: 3 clusters Score -2023288 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2023360.250000 Penalty: 3302.297852
	Iteration 38Q: 3 clusters Score -2023360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2023393.000000 Penalty: 3302.297852
	Iteration 39Q: 3 clusters Score -2023393 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2023437.500000 Penalty: 3302.297852
	Iteration 40F: 3 clusters Score -2023438 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2023495.375000 Penalty: 3302.297852
	Iteration 41Q: 3 clusters Score -2023495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2023535.125000 Penalty: 3302.297852
	Iteration 42Q: 3 clusters Score -2023535 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2023585.125000 Penalty: 3302.297852
	Iteration 43Q: 3 clusters Score -2023585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2023612.000000 Penalty: 3302.297852
	Iteration 44Q: 3 clusters Score -2023612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2023644.125000 Penalty: 3302.297852
	Iteration 45Q: 3 clusters Score -2023644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2023675.750000 Penalty: 3302.297852
	Iteration 46Q: 3 clusters Score -2023676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2023701.875000 Penalty: 3302.297852
	Iteration 47Q: 3 clusters Score -2023702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2023729.875000 Penalty: 3302.297852
	Iteration 48Q: 3 clusters Score -2023730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2023756.750000 Penalty: 3302.297852
	Iteration 49Q: 3 clusters Score -2023757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2023776.250000 Penalty: 3302.297852
	Iteration 50Q: 3 clusters Score -2023776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2023789.500000 Penalty: 3302.297852
	Iteration 51Q: 3 clusters Score -2023790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2023812.750000 Penalty: 3302.297852
	Iteration 52Q: 3 clusters Score -2023813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2023820.125000 Penalty: 3302.297852
	Iteration 53Q: 3 clusters Score -2023820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2023837.625000 Penalty: 3302.297852
	Iteration 54Q: 3 clusters Score -2023838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2023845.500000 Penalty: 3302.297852
	Iteration 55Q: 3 clusters Score -2023846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2023864.625000 Penalty: 3302.297852
	Iteration 56Q: 3 clusters Score -2023865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2023884.375000 Penalty: 3302.297852
	Iteration 57Q: 3 clusters Score -2023884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2023895.000000 Penalty: 3302.297852
	Iteration 58Q: 3 clusters Score -2023895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2023912.625000 Penalty: 3302.297852
	Iteration 59Q: 3 clusters Score -2023913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2023922.625000 Penalty: 3302.297852
	Iteration 60F: 3 clusters Score -2023923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2023938.500000 Penalty: 3302.297852
	Iteration 61Q: 3 clusters Score -2023938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2023959.000000 Penalty: 3302.297852
	Iteration 62Q: 3 clusters Score -2023959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2023974.000000 Penalty: 3302.297852
	Iteration 63Q: 3 clusters Score -2023974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2023986.375000 Penalty: 3302.297852
	Iteration 64Q: 3 clusters Score -2023986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2024004.625000 Penalty: 3302.297852
	Iteration 65Q: 3 clusters Score -2024005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2024014.625000 Penalty: 3302.297852
	Iteration 66Q: 3 clusters Score -2024015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2024033.625000 Penalty: 3302.297852
	Iteration 67Q: 3 clusters Score -2024034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2024037.750000 Penalty: 3302.297852
	Iteration 68Q: 3 clusters Score -2024038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2024046.000000 Penalty: 3302.297852
	Iteration 69Q: 3 clusters Score -2024046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2024060.875000 Penalty: 3302.297852
	Iteration 70Q: 3 clusters Score -2024061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2024077.250000 Penalty: 3302.297852
	Iteration 71Q: 3 clusters Score -2024077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2024087.250000 Penalty: 3302.297852
	Iteration 72Q: 3 clusters Score -2024087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2024104.625000 Penalty: 3302.297852
	Iteration 73Q: 3 clusters Score -2024105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2024114.125000 Penalty: 3302.297852
	Iteration 74Q: 3 clusters Score -2024114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2024128.500000 Penalty: 3302.297852
	Iteration 75Q: 3 clusters Score -2024128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2024137.750000 Penalty: 3302.297852
	Iteration 76Q: 3 clusters Score -2024138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2024152.000000 Penalty: 3302.297852
	Iteration 77Q: 3 clusters Score -2024152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2024175.375000 Penalty: 3302.297852
	Iteration 78Q: 3 clusters Score -2024175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2024185.750000 Penalty: 3302.297852
	Iteration 79Q: 3 clusters Score -2024186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2024196.125000 Penalty: 3302.297852
	Iteration 80F: 3 clusters Score -2024196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2024207.000000 Penalty: 3302.297852
	Iteration 81Q: 3 clusters Score -2024207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2024225.250000 Penalty: 3302.297852
	Iteration 82Q: 3 clusters Score -2024225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2024246.500000 Penalty: 3302.297852
	Iteration 83Q: 3 clusters Score -2024246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2024258.875000 Penalty: 3302.297852
	Iteration 84Q: 3 clusters Score -2024259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2024273.250000 Penalty: 3302.297852
	Iteration 85Q: 3 clusters Score -2024273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2024287.875000 Penalty: 3302.297852
	Iteration 86Q: 3 clusters Score -2024288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2024307.000000 Penalty: 3302.297852
	Iteration 87Q: 3 clusters Score -2024307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2024326.875000 Penalty: 3302.297852
	Iteration 88Q: 3 clusters Score -2024327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2024349.375000 Penalty: 3302.297852
	Iteration 89Q: 3 clusters Score -2024349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2024385.125000 Penalty: 3302.297852
	Iteration 90Q: 3 clusters Score -2024385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2024421.625000 Penalty: 3302.297852
	Iteration 91Q: 3 clusters Score -2024422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2024465.500000 Penalty: 3302.297852
	Iteration 92Q: 3 clusters Score -2024466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2024501.750000 Penalty: 3302.297852
	Iteration 93Q: 3 clusters Score -2024502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2024537.750000 Penalty: 3302.297852
	Iteration 94Q: 3 clusters Score -2024538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2024559.750000 Penalty: 3302.297852
	Iteration 95Q: 3 clusters Score -2024560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2024588.125000 Penalty: 3302.297852
	Iteration 96Q: 3 clusters Score -2024588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2024613.250000 Penalty: 3302.297852
	Iteration 97Q: 3 clusters Score -2024613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2024639.000000 Penalty: 3302.297852
	Iteration 98Q: 3 clusters Score -2024639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2024658.875000 Penalty: 3302.297852
	Iteration 99Q: 3 clusters Score -2024659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2024682.250000 Penalty: 3302.297852
	Iteration 100F: 3 clusters Score -2024682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2024691.875000 Penalty: 3302.297852
	Iteration 101Q: 3 clusters Score -2024692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2024702.625000 Penalty: 3302.297852
	Iteration 102Q: 3 clusters Score -2024703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2024715.125000 Penalty: 3302.297852
	Iteration 103Q: 3 clusters Score -2024715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2024720.125000 Penalty: 3302.297852
	Iteration 104Q: 3 clusters Score -2024720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2024725.000000 Penalty: 3302.297852
	Iteration 105Q: 3 clusters Score -2024725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2024738.125000 Penalty: 3302.297852
	Iteration 106Q: 3 clusters Score -2024738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -2024744.875000 Penalty: 3302.297852
	Iteration 107Q: 3 clusters Score -2024745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2024755.875000 Penalty: 3302.297852
	Iteration 108Q: 3 clusters Score -2024756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2024767.875000 Penalty: 3302.297852
	Iteration 109Q: 3 clusters Score -2024768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2024780.500000 Penalty: 3302.297852
	Iteration 110Q: 3 clusters Score -2024780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2024795.125000 Penalty: 3302.297852
	Iteration 111Q: 3 clusters Score -2024795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2024810.625000 Penalty: 3302.297852
	Iteration 112Q: 3 clusters Score -2024811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2024818.000000 Penalty: 3302.297852
	Iteration 113Q: 3 clusters Score -2024818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2024822.875000 Penalty: 3302.297852
	Iteration 114Q: 3 clusters Score -2024823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2024831.500000 Penalty: 3302.297852
	Iteration 115Q: 3 clusters Score -2024832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2024832.375000 Penalty: 3302.297852
	Iteration 116Q: 3 clusters Score -2024832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2024838.500000 Penalty: 3302.297852
	Iteration 117Q: 3 clusters Score -2024838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2024843.125000 Penalty: 3302.297852
	Iteration 118Q: 3 clusters Score -2024843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2024848.625000 Penalty: 3302.297852
	Iteration 119Q: 3 clusters Score -2024849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2024852.375000 Penalty: 3302.297852
	Iteration 120F: 3 clusters Score -2024852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2024850.375000 Penalty: 3302.297852
	Iteration 121Q: 3 clusters Score -2024850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2024852.375000 Penalty: 3302.297852
	Iteration 122Q: 3 clusters Score -2024852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2024855.000000 Penalty: 3302.297852
	Iteration 123Q: 3 clusters Score -2024855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2024856.500000 Penalty: 3302.297852
	Iteration 124Q: 3 clusters Score -2024856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2024856.375000 Penalty: 3302.297852
	Iteration 125Q: 3 clusters Score -2024856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2024856.500000 Penalty: 3302.297852
	Iteration 126Q: 3 clusters Score -2024856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2024856.000000 Penalty: 3302.297852
	Iteration 127Q: 3 clusters Score -2024856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2024857.125000 Penalty: 3302.297852
	Iteration 128Q: 3 clusters Score -2024857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2024856.250000 Penalty: 3302.297852
	Iteration 129Q: 3 clusters Score -2024856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2024856.000000 Penalty: 3302.297852
	Iteration 130Q: 3 clusters Score -2024856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2024856.000000 Penalty: 3302.297852
	Iteration 131F: 3 clusters Score -2024856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 136458 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17288 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45674 members 
Mstep: Class 24 contains 75803 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92291 members 
Mstep: Class 33 contains 25872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325856.000000 Penalty: 73493.570312
Iteration 239Q: 34 clusters Score -7.632586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 12481 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12100 members 
Mstep: Class 9 contains 136454 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81555 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33068 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 45676 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92309 members 
Mstep: Class 33 contains 25871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325824.000000 Penalty: 73493.570312
Iteration 240F: 34 clusters Score -7.632582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12099 members 
Mstep: Class 9 contains 136452 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81555 members 
Mstep: Class 17 contains 17265 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33067 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 45678 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5432 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92320 members 
Mstep: Class 33 contains 25871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325824.000000 Penalty: 73493.570312
Iteration 241Q: 34 clusters Score -7.632582e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 12477 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175417 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12098 members 
Mstep: Class 9 contains 136442 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17259 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33065 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 45680 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92331 members 
Mstep: Class 33 contains 25872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325800.000000 Penalty: 73493.570312
Iteration 242Q: 34 clusters Score -7.63258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175418 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12096 members 
Mstep: Class 9 contains 136434 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17259 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33065 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 45683 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92338 members 
Mstep: Class 33 contains 25870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325792.000000 Penalty: 73493.570312
Iteration 243Q: 34 clusters Score -7.632579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 12472 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175415 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12097 members 
Mstep: Class 9 contains 136418 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 17257 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33064 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5582 members 
Mstep: Class 23 contains 45688 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92351 members 
Mstep: Class 33 contains 25868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325752.000000 Penalty: 73493.570312
Iteration 244Q: 34 clusters Score -7.632575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 12474 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175411 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12096 members 
Mstep: Class 9 contains 136405 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 17255 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45694 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92363 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325760.000000 Penalty: 73493.570312
Iteration 245Q: 34 clusters Score -7.632576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12471 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175410 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12095 members 
Mstep: Class 9 contains 136392 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17252 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45699 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92374 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325808.000000 Penalty: 73493.570312
Iteration 246Q: 34 clusters Score -7.632581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175408 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12095 members 
Mstep: Class 9 contains 136383 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81554 members 
Mstep: Class 17 contains 17251 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45705 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92383 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 247Q: 34 clusters Score -7.632584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175404 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 136377 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81555 members 
Mstep: Class 17 contains 17246 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45709 members 
Mstep: Class 24 contains 75800 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92392 members 
Mstep: Class 33 contains 25865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 248Q: 34 clusters Score -7.632584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175401 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 136374 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81555 members 
Mstep: Class 17 contains 17239 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45711 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92399 members 
Mstep: Class 33 contains 25865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325816.000000 Penalty: 73493.570312
Iteration 249Q: 34 clusters Score -7.632582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175398 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 136367 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17235 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45714 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92406 members 
Mstep: Class 33 contains 25865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325800.000000 Penalty: 73493.570312
Iteration 250Q: 34 clusters Score -7.63258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175398 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12094 members 
Mstep: Class 9 contains 136361 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 17230 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45716 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92412 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 251Q: 34 clusters Score -7.632584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175398 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12093 members 
Mstep: Class 9 contains 136347 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81560 members 
Mstep: Class 17 contains 17225 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45724 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92418 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325904.000000 Penalty: 73493.570312
Iteration 252Q: 34 clusters Score -7.63259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175396 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12093 members 
Mstep: Class 9 contains 136338 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81560 members 
Mstep: Class 17 contains 17224 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33062 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45728 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92427 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325880.000000 Penalty: 73493.570312
Iteration 253Q: 34 clusters Score -7.632588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175396 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 136330 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17225 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33061 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45732 members 
Mstep: Class 24 contains 75801 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92434 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325840.000000 Penalty: 73493.570312
Iteration 254Q: 34 clusters Score -7.632584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175395 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12091 members 
Mstep: Class 9 contains 136318 members 
Mstep: Class 10 contains 10365 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81560 members 
Mstep: Class 17 contains 17223 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33061 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45735 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 92442 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325856.000000 Penalty: 73493.570312
Iteration 255Q: 34 clusters Score -7.632586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175393 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 136314 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 17218 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45737 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 92451 members 
Mstep: Class 33 contains 25863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325864.000000 Penalty: 73493.570312
Iteration 256Q: 34 clusters Score -7.632586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 12473 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12090 members 
Mstep: Class 9 contains 136303 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81558 members 
Mstep: Class 17 contains 17216 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45740 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 92461 members 
Mstep: Class 33 contains 25863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325912.000000 Penalty: 73493.570312
Iteration 257Q: 34 clusters Score -7.632591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 12471 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12089 members 
Mstep: Class 9 contains 136295 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81556 members 
Mstep: Class 17 contains 17215 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2159 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45745 members 
Mstep: Class 24 contains 75803 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5339 members 
Mstep: Class 32 contains 92467 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325904.000000 Penalty: 73493.570312
Iteration 258Q: 34 clusters Score -7.63259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 12476 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12089 members 
Mstep: Class 9 contains 136282 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81554 members 
Mstep: Class 17 contains 17215 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45751 members 
Mstep: Class 24 contains 75805 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92469 members 
Mstep: Class 33 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325904.000000 Penalty: 73493.570312
Iteration 259Q: 34 clusters Score -7.63259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 12477 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12089 members 
Mstep: Class 9 contains 136271 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81552 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45759 members 
Mstep: Class 24 contains 75805 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92472 members 
Mstep: Class 33 contains 25862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325896.000000 Penalty: 73493.570312
Iteration 260F: 34 clusters Score -7.63259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12089 members 
Mstep: Class 9 contains 136260 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81550 members 
Mstep: Class 17 contains 17214 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45767 members 
Mstep: Class 24 contains 75806 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92475 members 
Mstep: Class 33 contains 25860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325920.000000 Penalty: 73493.570312
Iteration 261Q: 34 clusters Score -7.632592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 136245 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17215 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45777 members 
Mstep: Class 24 contains 75806 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92477 members 
Mstep: Class 33 contains 25858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325896.000000 Penalty: 73493.570312
Iteration 262Q: 34 clusters Score -7.63259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 136233 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 17213 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33060 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 75806 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92479 members 
Mstep: Class 33 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325944.000000 Penalty: 73493.570312
Iteration 263Q: 34 clusters Score -7.632594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175393 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12088 members 
Mstep: Class 9 contains 136216 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81550 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33059 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45800 members 
Mstep: Class 24 contains 75807 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92480 members 
Mstep: Class 33 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325880.000000 Penalty: 73493.570312
Iteration 264Q: 34 clusters Score -7.632588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30408 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136206 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45807 members 
Mstep: Class 24 contains 75808 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92481 members 
Mstep: Class 33 contains 25856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325896.000000 Penalty: 73493.570312
Iteration 265Q: 34 clusters Score -7.63259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175392 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136198 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45810 members 
Mstep: Class 24 contains 75808 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92481 members 
Mstep: Class 33 contains 25858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 266Q: 34 clusters Score -7.632589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136194 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81551 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45814 members 
Mstep: Class 24 contains 75809 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92483 members 
Mstep: Class 33 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325912.000000 Penalty: 73493.570312
Iteration 267Q: 34 clusters Score -7.632591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136190 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81550 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45815 members 
Mstep: Class 24 contains 75812 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92484 members 
Mstep: Class 33 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325912.000000 Penalty: 73493.570312
Iteration 268Q: 34 clusters Score -7.632591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175391 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136186 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45815 members 
Mstep: Class 24 contains 75814 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92485 members 
Mstep: Class 33 contains 25858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 269Q: 34 clusters Score -7.632589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175390 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136184 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45815 members 
Mstep: Class 24 contains 75815 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92486 members 
Mstep: Class 33 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325864.000000 Penalty: 73493.570312
Iteration 270Q: 34 clusters Score -7.632586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175389 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136183 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45816 members 
Mstep: Class 24 contains 75816 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92486 members 
Mstep: Class 33 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325872.000000 Penalty: 73493.570312
Iteration 271Q: 34 clusters Score -7.632587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175389 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136182 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45816 members 
Mstep: Class 24 contains 75816 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92487 members 
Mstep: Class 33 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 272Q: 34 clusters Score -7.632589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175389 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136182 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45816 members 
Mstep: Class 24 contains 75816 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1025 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92487 members 
Mstep: Class 33 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76325888.000000 Penalty: 73493.570312
Iteration 273F: 34 clusters Score -7.632589e+07 nChanged 0
Entering ConstructFrom: 
Score: -76325888.000000 Penalty: 73493.570312
Entering ConstructFrom: 
Trying to split cluster 1 (32411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Entering Unmasked Estep 
Score: -2823634.250000 Penalty: 1687.766113
	Iteration 0F: 2 clusters Score -2823634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2801767.000000 Penalty: 3375.532227
	Iteration 0F: 3 clusters Score -2801767 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2810191.250000 Penalty: 3375.532227
	Iteration 1F: 3 clusters Score -2810191 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2810662.500000 Penalty: 3375.532227
	Iteration 2Q: 3 clusters Score -2810662 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2811170.750000 Penalty: 3375.532227
	Iteration 3Q: 3 clusters Score -2811171 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2811716.250000 Penalty: 3375.532227
	Iteration 4Q: 3 clusters Score -2811716 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2812421.750000 Penalty: 3375.532227
	Iteration 5Q: 3 clusters Score -2812422 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2813242.250000 Penalty: 3375.532227
	Iteration 6Q: 3 clusters Score -2813242 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2814205.750000 Penalty: 3375.532227
	Iteration 7F: 3 clusters Score -2814206 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2815405.500000 Penalty: 3375.532227
	Iteration 8F: 3 clusters Score -2815406 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2816789.250000 Penalty: 3375.532227
	Iteration 9F: 3 clusters Score -2816789 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2818253.750000 Penalty: 3375.532227
	Iteration 10F: 3 clusters Score -2818254 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -2819462.000000 Penalty: 3375.532227
	Iteration 11Q: 3 clusters Score -2819462 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -2820416.000000 Penalty: 3375.532227
	Iteration 12Q: 3 clusters Score -2820416 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -2821048.750000 Penalty: 3375.532227
	Iteration 13Q: 3 clusters Score -2821049 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -2821439.500000 Penalty: 3375.532227
	Iteration 14Q: 3 clusters Score -2821440 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -2821712.750000 Penalty: 3375.532227
	Iteration 15Q: 3 clusters Score -2821713 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -2821889.500000 Penalty: 3375.532227
	Iteration 16Q: 3 clusters Score -2821890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -2821982.000000 Penalty: 3375.532227
	Iteration 17Q: 3 clusters Score -2821982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2822048.250000 Penalty: 3375.532227
	Iteration 18Q: 3 clusters Score -2822048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -2822103.500000 Penalty: 3375.532227
	Iteration 19Q: 3 clusters Score -2822104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2822133.750000 Penalty: 3375.532227
	Iteration 20F: 3 clusters Score -2822134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -2822150.000000 Penalty: 3375.532227
	Iteration 21Q: 3 clusters Score -2822150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -2822173.500000 Penalty: 3375.532227
	Iteration 22Q: 3 clusters Score -2822174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -2822184.250000 Penalty: 3375.532227
	Iteration 23Q: 3 clusters Score -2822184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -2822197.750000 Penalty: 3375.532227
	Iteration 24Q: 3 clusters Score -2822198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -2822217.750000 Penalty: 3375.532227
	Iteration 25Q: 3 clusters Score -2822218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -2822229.000000 Penalty: 3375.532227
	Iteration 26Q: 3 clusters Score -2822229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -2822241.000000 Penalty: 3375.532227
	Iteration 27Q: 3 clusters Score -2822241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2822245.750000 Penalty: 3375.532227
	Iteration 28Q: 3 clusters Score -2822246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -2822259.000000 Penalty: 3375.532227
	Iteration 29Q: 3 clusters Score -2822259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -2822260.750000 Penalty: 3375.532227
	Iteration 30Q: 3 clusters Score -2822261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -2822263.750000 Penalty: 3375.532227
	Iteration 31Q: 3 clusters Score -2822264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -2822268.000000 Penalty: 3375.532227
	Iteration 32Q: 3 clusters Score -2822268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -2822269.000000 Penalty: 3375.532227
	Iteration 33Q: 3 clusters Score -2822269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -2822270.250000 Penalty: 3375.532227
	Iteration 34Q: 3 clusters Score -2822270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822274.000000 Penalty: 3375.532227
	Iteration 35Q: 3 clusters Score -2822274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -2822277.250000 Penalty: 3375.532227
	Iteration 36Q: 3 clusters Score -2822277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822277.250000 Penalty: 3375.532227
	Iteration 37Q: 3 clusters Score -2822277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822276.000000 Penalty: 3375.532227
	Iteration 38Q: 3 clusters Score -2822276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -2822276.500000 Penalty: 3375.532227
	Iteration 39Q: 3 clusters Score -2822276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822276.500000 Penalty: 3375.532227
	Iteration 40F: 3 clusters Score -2822276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822279.750000 Penalty: 3375.532227
	Iteration 41Q: 3 clusters Score -2822280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2822279.750000 Penalty: 3375.532227
	Iteration 42F: 3 clusters Score -2822280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1123122.250000 Penalty: 1532.654907
	Iteration 0F: 2 clusters Score -1123122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1114388.750000 Penalty: 3065.309814
	Iteration 0F: 3 clusters Score -1114389 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1117222.625000 Penalty: 3065.309814
	Iteration 1F: 3 clusters Score -1117223 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1117474.000000 Penalty: 3065.309814
	Iteration 2F: 3 clusters Score -1117474 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1117681.625000 Penalty: 3065.309814
	Iteration 3Q: 3 clusters Score -1117682 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1117848.500000 Penalty: 3065.309814
	Iteration 4Q: 3 clusters Score -1117848 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1117984.000000 Penalty: 3065.309814
	Iteration 5Q: 3 clusters Score -1117984 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1118108.500000 Penalty: 3065.309814
	Iteration 6Q: 3 clusters Score -1118108 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1118246.750000 Penalty: 3065.309814
	Iteration 7Q: 3 clusters Score -1118247 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1118396.250000 Penalty: 3065.309814
	Iteration 8Q: 3 clusters Score -1118396 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1118569.500000 Penalty: 3065.309814
	Iteration 9Q: 3 clusters Score -1118570 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1118782.375000 Penalty: 3065.309814
	Iteration 10Q: 3 clusters Score -1118782 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1119045.375000 Penalty: 3065.309814
	Iteration 11Q: 3 clusters Score -1119045 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1119371.750000 Penalty: 3065.309814
	Iteration 12Q: 3 clusters Score -1119372 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1119740.750000 Penalty: 3065.309814
	Iteration 13Q: 3 clusters Score -1119741 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1120083.750000 Penalty: 3065.309814
	Iteration 14Q: 3 clusters Score -1120084 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1120379.750000 Penalty: 3065.309814
	Iteration 15Q: 3 clusters Score -1120380 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1120671.625000 Penalty: 3065.309814
	Iteration 16Q: 3 clusters Score -1120672 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1120914.500000 Penalty: 3065.309814
	Iteration 17Q: 3 clusters Score -1120914 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1121109.375000 Penalty: 3065.309814
	Iteration 18Q: 3 clusters Score -1121109 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1121272.875000 Penalty: 3065.309814
	Iteration 19Q: 3 clusters Score -1121273 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1121409.875000 Penalty: 3065.309814
	Iteration 20F: 3 clusters Score -1121410 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1121525.500000 Penalty: 3065.309814
	Iteration 21Q: 3 clusters Score -1121526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1121624.125000 Penalty: 3065.309814
	Iteration 22Q: 3 clusters Score -1121624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1121687.250000 Penalty: 3065.309814
	Iteration 23Q: 3 clusters Score -1121687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1121723.375000 Penalty: 3065.309814
	Iteration 24Q: 3 clusters Score -1121723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1121749.750000 Penalty: 3065.309814
	Iteration 25Q: 3 clusters Score -1121750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1121771.000000 Penalty: 3065.309814
	Iteration 26Q: 3 clusters Score -1121771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1121784.625000 Penalty: 3065.309814
	Iteration 27Q: 3 clusters Score -1121785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1121798.875000 Penalty: 3065.309814
	Iteration 28Q: 3 clusters Score -1121799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1121816.000000 Penalty: 3065.309814
	Iteration 29Q: 3 clusters Score -1121816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1121831.875000 Penalty: 3065.309814
	Iteration 30Q: 3 clusters Score -1121832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1121839.000000 Penalty: 3065.309814
	Iteration 31Q: 3 clusters Score -1121839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1121841.375000 Penalty: 3065.309814
	Iteration 32Q: 3 clusters Score -1121841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1121848.625000 Penalty: 3065.309814
	Iteration 33Q: 3 clusters Score -1121849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1121852.250000 Penalty: 3065.309814
	Iteration 34Q: 3 clusters Score -1121852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1121858.875000 Penalty: 3065.309814
	Iteration 35Q: 3 clusters Score -1121859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1121865.625000 Penalty: 3065.309814
	Iteration 36Q: 3 clusters Score -1121866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1121874.250000 Penalty: 3065.309814
	Iteration 37Q: 3 clusters Score -1121874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1121881.625000 Penalty: 3065.309814
	Iteration 38Q: 3 clusters Score -1121882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1121893.250000 Penalty: 3065.309814
	Iteration 39Q: 3 clusters Score -1121893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1121901.750000 Penalty: 3065.309814
	Iteration 40F: 3 clusters Score -1121902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1121907.375000 Penalty: 3065.309814
	Iteration 41Q: 3 clusters Score -1121907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1121915.500000 Penalty: 3065.309814
	Iteration 42Q: 3 clusters Score -1121916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1121919.000000 Penalty: 3065.309814
	Iteration 43Q: 3 clusters Score -1121919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1121922.625000 Penalty: 3065.309814
	Iteration 44Q: 3 clusters Score -1121923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1121927.500000 Penalty: 3065.309814
	Iteration 45Q: 3 clusters Score -1121928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1121930.500000 Penalty: 3065.309814
	Iteration 46Q: 3 clusters Score -1121930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1121933.375000 Penalty: 3065.309814
	Iteration 47Q: 3 clusters Score -1121933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1121934.625000 Penalty: 3065.309814
	Iteration 48Q: 3 clusters Score -1121935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1121937.375000 Penalty: 3065.309814
	Iteration 49Q: 3 clusters Score -1121937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1121940.000000 Penalty: 3065.309814
	Iteration 50Q: 3 clusters Score -1121940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1121942.875000 Penalty: 3065.309814
	Iteration 51Q: 3 clusters Score -1121943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1121944.750000 Penalty: 3065.309814
	Iteration 52Q: 3 clusters Score -1121945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1121946.500000 Penalty: 3065.309814
	Iteration 53Q: 3 clusters Score -1121946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1121946.500000 Penalty: 3065.309814
	Iteration 54F: 3 clusters Score -1121946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Entering Unmasked Estep 
Score: -2666392.000000 Penalty: 1677.394531
	Iteration 0F: 2 clusters Score -2666392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2646030.500000 Penalty: 3354.789062
	Iteration 0F: 3 clusters Score -2646030 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2653602.250000 Penalty: 3354.789062
	Iteration 1F: 3 clusters Score -2653602 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2653946.250000 Penalty: 3354.789062
	Iteration 2Q: 3 clusters Score -2653946 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2654237.500000 Penalty: 3354.789062
	Iteration 3Q: 3 clusters Score -2654238 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2654588.750000 Penalty: 3354.789062
	Iteration 4Q: 3 clusters Score -2654589 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2654998.000000 Penalty: 3354.789062
	Iteration 5Q: 3 clusters Score -2654998 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2655559.500000 Penalty: 3354.789062
	Iteration 6Q: 3 clusters Score -2655560 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2656320.250000 Penalty: 3354.789062
	Iteration 7F: 3 clusters Score -2656320 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2657340.750000 Penalty: 3354.789062
	Iteration 8F: 3 clusters Score -2657341 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2658645.500000 Penalty: 3354.789062
	Iteration 9F: 3 clusters Score -2658646 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2660211.500000 Penalty: 3354.789062
	Iteration 10F: 3 clusters Score -2660212 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2661770.750000 Penalty: 3354.789062
	Iteration 11F: 3 clusters Score -2661771 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2663035.750000 Penalty: 3354.789062
	Iteration 12Q: 3 clusters Score -2663036 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2663915.000000 Penalty: 3354.789062
	Iteration 13Q: 3 clusters Score -2663915 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2664430.750000 Penalty: 3354.789062
	Iteration 14Q: 3 clusters Score -2664431 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2664657.250000 Penalty: 3354.789062
	Iteration 15Q: 3 clusters Score -2664657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2664760.000000 Penalty: 3354.789062
	Iteration 16Q: 3 clusters Score -2664760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2664815.250000 Penalty: 3354.789062
	Iteration 17Q: 3 clusters Score -2664815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2664838.250000 Penalty: 3354.789062
	Iteration 18Q: 3 clusters Score -2664838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2664853.250000 Penalty: 3354.789062
	Iteration 19Q: 3 clusters Score -2664853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2664865.250000 Penalty: 3354.789062
	Iteration 20F: 3 clusters Score -2664865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2664872.750000 Penalty: 3354.789062
	Iteration 21Q: 3 clusters Score -2664873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2664886.500000 Penalty: 3354.789062
	Iteration 22Q: 3 clusters Score -2664886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2664887.000000 Penalty: 3354.789062
	Iteration 23Q: 3 clusters Score -2664887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2664887.000000 Penalty: 3354.789062
	Iteration 24F: 3 clusters Score -2664887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -513178.843750 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -513178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -508376.781250 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -508376.8 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -510212.750000 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -510212.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -510810.406250 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -510810.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -511237.750000 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -511237.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -511502.906250 Penalty: 2850.645020
	Iteration 4F: 3 clusters Score -511502.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -511652.937500 Penalty: 2850.645020
	Iteration 5Q: 3 clusters Score -511652.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -511746.000000 Penalty: 2850.645020
	Iteration 6Q: 3 clusters Score -511746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -511821.718750 Penalty: 2850.645020
	Iteration 7Q: 3 clusters Score -511821.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -511890.031250 Penalty: 2850.645020
	Iteration 8Q: 3 clusters Score -511890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -511949.812500 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -511949.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -511997.187500 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -511997.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -512035.687500 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -512035.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -512071.093750 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -512071.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -512129.031250 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -512129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -512195.843750 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -512195.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -512254.156250 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -512254.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -512302.062500 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -512302.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -512338.500000 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -512338.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -512364.687500 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -512364.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -512390.875000 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -512390.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -512415.281250 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -512415.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -512440.531250 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -512440.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -512457.718750 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -512457.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -512476.593750 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -512476.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -512496.281250 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -512496.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -512516.312500 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -512516.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -512525.593750 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -512525.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -512534.062500 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -512534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -512539.593750 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -512539.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -512547.593750 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -512547.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -512552.593750 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -512552.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -512555.343750 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -512555.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -512557.750000 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -512557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -512558.906250 Penalty: 2850.645020
	Iteration 33Q: 3 clusters Score -512558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -512560.781250 Penalty: 2850.645020
	Iteration 34Q: 3 clusters Score -512560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -512561.843750 Penalty: 2850.645020
	Iteration 35Q: 3 clusters Score -512561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -512564.437500 Penalty: 2850.645020
	Iteration 36Q: 3 clusters Score -512564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -512567.906250 Penalty: 2850.645020
	Iteration 37Q: 3 clusters Score -512567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -512574.843750 Penalty: 2850.645020
	Iteration 38Q: 3 clusters Score -512574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -512577.750000 Penalty: 2850.645020
	Iteration 39Q: 3 clusters Score -512577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -512581.187500 Penalty: 2850.645020
	Iteration 40F: 3 clusters Score -512581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -512585.031250 Penalty: 2850.645020
	Iteration 41Q: 3 clusters Score -512585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -512590.687500 Penalty: 2850.645020
	Iteration 42Q: 3 clusters Score -512590.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -512599.406250 Penalty: 2850.645020
	Iteration 43Q: 3 clusters Score -512599.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -512609.250000 Penalty: 2850.645020
	Iteration 44Q: 3 clusters Score -512609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -512618.843750 Penalty: 2850.645020
	Iteration 45Q: 3 clusters Score -512618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -512626.625000 Penalty: 2850.645020
	Iteration 46Q: 3 clusters Score -512626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -512634.000000 Penalty: 2850.645020
	Iteration 47Q: 3 clusters Score -512634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -512642.156250 Penalty: 2850.645020
	Iteration 48Q: 3 clusters Score -512642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -512652.968750 Penalty: 2850.645020
	Iteration 49Q: 3 clusters Score -512653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -512676.625000 Penalty: 2850.645020
	Iteration 50Q: 3 clusters Score -512676.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -512703.906250 Penalty: 2850.645020
	Iteration 51Q: 3 clusters Score -512703.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -512733.375000 Penalty: 2850.645020
	Iteration 52Q: 3 clusters Score -512733.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -512770.625000 Penalty: 2850.645020
	Iteration 53Q: 3 clusters Score -512770.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -512815.781250 Penalty: 2850.645020
	Iteration 54Q: 3 clusters Score -512815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -512863.625000 Penalty: 2850.645020
	Iteration 55Q: 3 clusters Score -512863.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -512900.656250 Penalty: 2850.645020
	Iteration 56Q: 3 clusters Score -512900.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -512940.343750 Penalty: 2850.645020
	Iteration 57Q: 3 clusters Score -512940.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -512985.093750 Penalty: 2850.645020
	Iteration 58Q: 3 clusters Score -512985.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -513027.593750 Penalty: 2850.645020
	Iteration 59Q: 3 clusters Score -513027.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -513056.062500 Penalty: 2850.645020
	Iteration 60F: 3 clusters Score -513056.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -513074.250000 Penalty: 2850.645020
	Iteration 61Q: 3 clusters Score -513074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -513083.562500 Penalty: 2850.645020
	Iteration 62Q: 3 clusters Score -513083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -513090.312500 Penalty: 2850.645020
	Iteration 63Q: 3 clusters Score -513090.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -513096.375000 Penalty: 2850.645020
	Iteration 64Q: 3 clusters Score -513096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -513100.906250 Penalty: 2850.645020
	Iteration 65Q: 3 clusters Score -513100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -513103.062500 Penalty: 2850.645020
	Iteration 66Q: 3 clusters Score -513103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -513103.156250 Penalty: 2850.645020
	Iteration 67Q: 3 clusters Score -513103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -513104.750000 Penalty: 2850.645020
	Iteration 68Q: 3 clusters Score -513104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -513105.562500 Penalty: 2850.645020
	Iteration 69Q: 3 clusters Score -513105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -513106.656250 Penalty: 2850.645020
	Iteration 70Q: 3 clusters Score -513106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -513106.656250 Penalty: 2850.645020
	Iteration 71F: 3 clusters Score -513106.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Entering Unmasked Estep 
Score: -15956395.000000 Penalty: 1962.148682
	Iteration 0F: 2 clusters Score -1.59564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -15838335.000000 Penalty: 3924.297363
	Iteration 0F: 3 clusters Score -1.583834e+07 nChanged 84549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -15888643.000000 Penalty: 3924.297363
	Iteration 1F: 3 clusters Score -1.588864e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -15889501.000000 Penalty: 3924.297363
	Iteration 2Q: 3 clusters Score -1.58895e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -15890612.000000 Penalty: 3924.297363
	Iteration 3Q: 3 clusters Score -1.589061e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -15892366.000000 Penalty: 3924.297363
	Iteration 4Q: 3 clusters Score -1.589237e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -15895477.000000 Penalty: 3924.297363
	Iteration 5Q: 3 clusters Score -1.589548e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -15900181.000000 Penalty: 3924.297363
	Iteration 6F: 3 clusters Score -1.590018e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -15907552.000000 Penalty: 3924.297363
	Iteration 7F: 3 clusters Score -1.590755e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -15916781.000000 Penalty: 3924.297363
	Iteration 8F: 3 clusters Score -1.591678e+07 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -15927095.000000 Penalty: 3924.297363
	Iteration 9F: 3 clusters Score -1.59271e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -15936278.000000 Penalty: 3924.297363
	Iteration 10F: 3 clusters Score -1.593628e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -15943367.000000 Penalty: 3924.297363
	Iteration 11Q: 3 clusters Score -1.594337e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 166150 members 
Entering Unmasked Estep 
Score: -15947764.000000 Penalty: 3924.297363
	Iteration 12Q: 3 clusters Score -1.594776e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -15950670.000000 Penalty: 3924.297363
	Iteration 13Q: 3 clusters Score -1.595067e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -15952467.000000 Penalty: 3924.297363
	Iteration 14Q: 3 clusters Score -1.595247e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 173712 members 
Entering Unmasked Estep 
Score: -15953537.000000 Penalty: 3924.297363
	Iteration 15Q: 3 clusters Score -1.595354e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -15954073.000000 Penalty: 3924.297363
	Iteration 16Q: 3 clusters Score -1.595407e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -15954322.000000 Penalty: 3924.297363
	Iteration 17Q: 3 clusters Score -1.595432e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -15954465.000000 Penalty: 3924.297363
	Iteration 18Q: 3 clusters Score -1.595446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -15954522.000000 Penalty: 3924.297363
	Iteration 19Q: 3 clusters Score -1.595452e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -15954562.000000 Penalty: 3924.297363
	Iteration 20F: 3 clusters Score -1.595456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -15954606.000000 Penalty: 3924.297363
	Iteration 21Q: 3 clusters Score -1.595461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -15954646.000000 Penalty: 3924.297363
	Iteration 22Q: 3 clusters Score -1.595465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -15954659.000000 Penalty: 3924.297363
	Iteration 23Q: 3 clusters Score -1.595466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -15954668.000000 Penalty: 3924.297363
	Iteration 24Q: 3 clusters Score -1.595467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -15954685.000000 Penalty: 3924.297363
	Iteration 25Q: 3 clusters Score -1.595468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -15954689.000000 Penalty: 3924.297363
	Iteration 26Q: 3 clusters Score -1.595469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -15954706.000000 Penalty: 3924.297363
	Iteration 27Q: 3 clusters Score -1.595471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -15954709.000000 Penalty: 3924.297363
	Iteration 28Q: 3 clusters Score -1.595471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -15954715.000000 Penalty: 3924.297363
	Iteration 29Q: 3 clusters Score -1.595472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -15954712.000000 Penalty: 3924.297363
	Iteration 30Q: 3 clusters Score -1.595471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -15954716.000000 Penalty: 3924.297363
	Iteration 31Q: 3 clusters Score -1.595472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -15954716.000000 Penalty: 3924.297363
	Iteration 32F: 3 clusters Score -1.595472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Entering Unmasked Estep 
Score: -1569695.125000 Penalty: 1593.212646
	Iteration 0F: 2 clusters Score -1569695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1557280.125000 Penalty: 3186.425293
	Iteration 0F: 3 clusters Score -1557280 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1561891.125000 Penalty: 3186.425293
	Iteration 1F: 3 clusters Score -1561891 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1562485.375000 Penalty: 3186.425293
	Iteration 2F: 3 clusters Score -1562485 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1563114.750000 Penalty: 3186.425293
	Iteration 3F: 3 clusters Score -1563115 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1563761.625000 Penalty: 3186.425293
	Iteration 4F: 3 clusters Score -1563762 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1564338.500000 Penalty: 3186.425293
	Iteration 5F: 3 clusters Score -1564338 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1564774.625000 Penalty: 3186.425293
	Iteration 6F: 3 clusters Score -1564775 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1565131.125000 Penalty: 3186.425293
	Iteration 7Q: 3 clusters Score -1565131 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1565424.875000 Penalty: 3186.425293
	Iteration 8Q: 3 clusters Score -1565425 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1565646.750000 Penalty: 3186.425293
	Iteration 9Q: 3 clusters Score -1565647 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1565831.250000 Penalty: 3186.425293
	Iteration 10Q: 3 clusters Score -1565831 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1565979.125000 Penalty: 3186.425293
	Iteration 11Q: 3 clusters Score -1565979 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1566115.750000 Penalty: 3186.425293
	Iteration 12Q: 3 clusters Score -1566116 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1566271.250000 Penalty: 3186.425293
	Iteration 13Q: 3 clusters Score -1566271 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1566434.000000 Penalty: 3186.425293
	Iteration 14Q: 3 clusters Score -1566434 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1566610.625000 Penalty: 3186.425293
	Iteration 15Q: 3 clusters Score -1566611 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1566795.000000 Penalty: 3186.425293
	Iteration 16Q: 3 clusters Score -1566795 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1566981.500000 Penalty: 3186.425293
	Iteration 17Q: 3 clusters Score -1566982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1567163.250000 Penalty: 3186.425293
	Iteration 18Q: 3 clusters Score -1567163 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1567337.375000 Penalty: 3186.425293
	Iteration 19Q: 3 clusters Score -1567337 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1567495.250000 Penalty: 3186.425293
	Iteration 20F: 3 clusters Score -1567495 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1567648.125000 Penalty: 3186.425293
	Iteration 21Q: 3 clusters Score -1567648 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1567783.375000 Penalty: 3186.425293
	Iteration 22Q: 3 clusters Score -1567783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1567865.125000 Penalty: 3186.425293
	Iteration 23Q: 3 clusters Score -1567865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1567929.875000 Penalty: 3186.425293
	Iteration 24Q: 3 clusters Score -1567930 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1567988.000000 Penalty: 3186.425293
	Iteration 25Q: 3 clusters Score -1567988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1568029.875000 Penalty: 3186.425293
	Iteration 26Q: 3 clusters Score -1568030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1568069.875000 Penalty: 3186.425293
	Iteration 27Q: 3 clusters Score -1568070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1568105.750000 Penalty: 3186.425293
	Iteration 28Q: 3 clusters Score -1568106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1568130.625000 Penalty: 3186.425293
	Iteration 29Q: 3 clusters Score -1568131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1568156.625000 Penalty: 3186.425293
	Iteration 30Q: 3 clusters Score -1568157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1568178.875000 Penalty: 3186.425293
	Iteration 31Q: 3 clusters Score -1568179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1568209.000000 Penalty: 3186.425293
	Iteration 32Q: 3 clusters Score -1568209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1568230.625000 Penalty: 3186.425293
	Iteration 33Q: 3 clusters Score -1568231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1568257.500000 Penalty: 3186.425293
	Iteration 34Q: 3 clusters Score -1568258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1568280.375000 Penalty: 3186.425293
	Iteration 35Q: 3 clusters Score -1568280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1568294.750000 Penalty: 3186.425293
	Iteration 36Q: 3 clusters Score -1568295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1568306.125000 Penalty: 3186.425293
	Iteration 37Q: 3 clusters Score -1568306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1568312.750000 Penalty: 3186.425293
	Iteration 38Q: 3 clusters Score -1568313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1568322.000000 Penalty: 3186.425293
	Iteration 39Q: 3 clusters Score -1568322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1568330.250000 Penalty: 3186.425293
	Iteration 40F: 3 clusters Score -1568330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1568336.125000 Penalty: 3186.425293
	Iteration 41Q: 3 clusters Score -1568336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1568341.000000 Penalty: 3186.425293
	Iteration 42Q: 3 clusters Score -1568341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1568348.125000 Penalty: 3186.425293
	Iteration 43Q: 3 clusters Score -1568348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1568350.750000 Penalty: 3186.425293
	Iteration 44Q: 3 clusters Score -1568351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1568354.000000 Penalty: 3186.425293
	Iteration 45Q: 3 clusters Score -1568354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1568355.750000 Penalty: 3186.425293
	Iteration 46Q: 3 clusters Score -1568356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1568358.250000 Penalty: 3186.425293
	Iteration 47Q: 3 clusters Score -1568358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1568360.625000 Penalty: 3186.425293
	Iteration 48Q: 3 clusters Score -1568361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1568364.125000 Penalty: 3186.425293
	Iteration 49Q: 3 clusters Score -1568364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1568367.500000 Penalty: 3186.425293
	Iteration 50Q: 3 clusters Score -1568368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1568372.500000 Penalty: 3186.425293
	Iteration 51Q: 3 clusters Score -1568372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1568375.375000 Penalty: 3186.425293
	Iteration 52Q: 3 clusters Score -1568375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1568375.375000 Penalty: 3186.425293
	Iteration 53F: 3 clusters Score -1568375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -262084.593750 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -262084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -259216.984375 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -259217 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -259902.656250 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -259902.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -260051.671875 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -260051.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -260123.546875 Penalty: 2627.883301
	Iteration 3Q: 3 clusters Score -260123.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -260180.843750 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -260180.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -260234.328125 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -260234.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -260282.968750 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -260283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -260326.828125 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -260326.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -260364.468750 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -260364.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -260393.921875 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -260393.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -260423.671875 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -260423.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -260450.234375 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -260450.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -260474.953125 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -260475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -260503.203125 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -260503.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -260523.937500 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -260523.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -260546.125000 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -260546.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -260570.500000 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -260570.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -260591.500000 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -260591.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -260616.171875 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -260616.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -260638.734375 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -260638.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -260662.734375 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -260662.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -260690.328125 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -260690.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -260710.062500 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -260710.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -260726.812500 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -260726.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -260739.796875 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -260739.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -260756.515625 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -260756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -260772.125000 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -260772.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -260790.812500 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -260790.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -260811.046875 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -260811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -260835.734375 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -260835.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -260859.296875 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -260859.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -260871.125000 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -260871.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -260877.625000 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -260877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -260882.453125 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -260882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -260888.921875 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -260888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -260893.265625 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -260893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -260899.296875 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -260899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -260905.562500 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -260905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -260911.203125 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -260911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -260919.250000 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -260919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -260923.328125 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -260923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -260924.593750 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -260924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -260926.562500 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -260926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -260927.953125 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -260928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -260929.359375 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -260929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -260930.546875 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -260930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -260931.359375 Penalty: 2627.883301
	Iteration 46Q: 3 clusters Score -260931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -260931.859375 Penalty: 2627.883301
	Iteration 47Q: 3 clusters Score -260931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -260931.859375 Penalty: 2627.883301
	Iteration 48F: 3 clusters Score -260931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Entering Unmasked Estep 
Score: -1004723.750000 Penalty: 1527.481445
	Iteration 0F: 2 clusters Score -1004724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -996279.500000 Penalty: 3054.962891
	Iteration 0F: 3 clusters Score -996279.5 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -999375.187500 Penalty: 3054.962891
	Iteration 1F: 3 clusters Score -999375.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -999843.437500 Penalty: 3054.962891
	Iteration 2F: 3 clusters Score -999843.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1000284.500000 Penalty: 3054.962891
	Iteration 3F: 3 clusters Score -1000284 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1000753.062500 Penalty: 3054.962891
	Iteration 4F: 3 clusters Score -1000753 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1001285.250000 Penalty: 3054.962891
	Iteration 5F: 3 clusters Score -1001285 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1001829.562500 Penalty: 3054.962891
	Iteration 6F: 3 clusters Score -1001830 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1002306.625000 Penalty: 3054.962891
	Iteration 7F: 3 clusters Score -1002307 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1002657.312500 Penalty: 3054.962891
	Iteration 8Q: 3 clusters Score -1002657 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1002885.875000 Penalty: 3054.962891
	Iteration 9Q: 3 clusters Score -1002886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1003063.375000 Penalty: 3054.962891
	Iteration 10Q: 3 clusters Score -1003063 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1003179.312500 Penalty: 3054.962891
	Iteration 11Q: 3 clusters Score -1003179 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1003269.187500 Penalty: 3054.962891
	Iteration 12Q: 3 clusters Score -1003269 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1003355.625000 Penalty: 3054.962891
	Iteration 13Q: 3 clusters Score -1003356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1003422.750000 Penalty: 3054.962891
	Iteration 14Q: 3 clusters Score -1003423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1003466.250000 Penalty: 3054.962891
	Iteration 15Q: 3 clusters Score -1003466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1003511.062500 Penalty: 3054.962891
	Iteration 16Q: 3 clusters Score -1003511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1003552.437500 Penalty: 3054.962891
	Iteration 17Q: 3 clusters Score -1003552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1003586.750000 Penalty: 3054.962891
	Iteration 18Q: 3 clusters Score -1003587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1003614.187500 Penalty: 3054.962891
	Iteration 19Q: 3 clusters Score -1003614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1003630.875000 Penalty: 3054.962891
	Iteration 20F: 3 clusters Score -1003631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1003655.750000 Penalty: 3054.962891
	Iteration 21Q: 3 clusters Score -1003656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1003684.687500 Penalty: 3054.962891
	Iteration 22Q: 3 clusters Score -1003685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1003700.875000 Penalty: 3054.962891
	Iteration 23Q: 3 clusters Score -1003701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1003710.250000 Penalty: 3054.962891
	Iteration 24Q: 3 clusters Score -1003710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1003723.812500 Penalty: 3054.962891
	Iteration 25Q: 3 clusters Score -1003724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1003729.625000 Penalty: 3054.962891
	Iteration 26Q: 3 clusters Score -1003730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1003735.500000 Penalty: 3054.962891
	Iteration 27Q: 3 clusters Score -1003736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1003738.187500 Penalty: 3054.962891
	Iteration 28Q: 3 clusters Score -1003738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1003740.312500 Penalty: 3054.962891
	Iteration 29Q: 3 clusters Score -1003740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1003741.562500 Penalty: 3054.962891
	Iteration 30Q: 3 clusters Score -1003742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1003741.750000 Penalty: 3054.962891
	Iteration 31Q: 3 clusters Score -1003742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1003743.375000 Penalty: 3054.962891
	Iteration 32Q: 3 clusters Score -1003743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1003747.375000 Penalty: 3054.962891
	Iteration 33Q: 3 clusters Score -1003747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1003750.187500 Penalty: 3054.962891
	Iteration 34Q: 3 clusters Score -1003750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1003749.125000 Penalty: 3054.962891
	Iteration 35Q: 3 clusters Score -1003749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1003753.750000 Penalty: 3054.962891
	Iteration 36Q: 3 clusters Score -1003754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1003754.687500 Penalty: 3054.962891
	Iteration 37Q: 3 clusters Score -1003755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1003755.687500 Penalty: 3054.962891
	Iteration 38Q: 3 clusters Score -1003756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1003755.687500 Penalty: 3054.962891
	Iteration 39F: 3 clusters Score -1003756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (136182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Entering Unmasked Estep 
Score: -12045309.000000 Penalty: 1921.034058
	Iteration 0F: 2 clusters Score -1.204531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -11954009.000000 Penalty: 3842.068115
	Iteration 0F: 3 clusters Score -1.195401e+07 nChanged 65412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -11992571.000000 Penalty: 3842.068115
	Iteration 1F: 3 clusters Score -1.199257e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -11994139.000000 Penalty: 3842.068115
	Iteration 2Q: 3 clusters Score -1.199414e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -11997060.000000 Penalty: 3842.068115
	Iteration 3Q: 3 clusters Score -1.199706e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -12002026.000000 Penalty: 3842.068115
	Iteration 4F: 3 clusters Score -1.200203e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -12010057.000000 Penalty: 3842.068115
	Iteration 5F: 3 clusters Score -1.201006e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -12020745.000000 Penalty: 3842.068115
	Iteration 6F: 3 clusters Score -1.202074e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 119850 members 
Entering Unmasked Estep 
Score: -12031023.000000 Penalty: 3842.068115
	Iteration 7F: 3 clusters Score -1.203102e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -12037797.000000 Penalty: 3842.068115
	Iteration 8F: 3 clusters Score -1.20378e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -12041276.000000 Penalty: 3842.068115
	Iteration 9Q: 3 clusters Score -1.204128e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -12042795.000000 Penalty: 3842.068115
	Iteration 10Q: 3 clusters Score -1.20428e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -12043450.000000 Penalty: 3842.068115
	Iteration 11Q: 3 clusters Score -1.204345e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 133437 members 
Entering Unmasked Estep 
Score: -12043728.000000 Penalty: 3842.068115
	Iteration 12Q: 3 clusters Score -1.204373e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -12043915.000000 Penalty: 3842.068115
	Iteration 13Q: 3 clusters Score -1.204392e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 133882 members 
Entering Unmasked Estep 
Score: -12044004.000000 Penalty: 3842.068115
	Iteration 14Q: 3 clusters Score -1.2044e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -12044067.000000 Penalty: 3842.068115
	Iteration 15Q: 3 clusters Score -1.204407e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 134128 members 
Entering Unmasked Estep 
Score: -12044126.000000 Penalty: 3842.068115
	Iteration 16Q: 3 clusters Score -1.204413e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -12044183.000000 Penalty: 3842.068115
	Iteration 17Q: 3 clusters Score -1.204418e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -12044238.000000 Penalty: 3842.068115
	Iteration 18Q: 3 clusters Score -1.204424e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 134412 members 
Entering Unmasked Estep 
Score: -12044271.000000 Penalty: 3842.068115
	Iteration 19Q: 3 clusters Score -1.204427e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -12044327.000000 Penalty: 3842.068115
	Iteration 20F: 3 clusters Score -1.204433e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
Score: -12044396.000000 Penalty: 3842.068115
	Iteration 21Q: 3 clusters Score -1.20444e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -12044466.000000 Penalty: 3842.068115
	Iteration 22Q: 3 clusters Score -1.204447e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -12044518.000000 Penalty: 3842.068115
	Iteration 23Q: 3 clusters Score -1.204452e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 134731 members 
Entering Unmasked Estep 
Score: -12044557.000000 Penalty: 3842.068115
	Iteration 24Q: 3 clusters Score -1.204456e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 134776 members 
Entering Unmasked Estep 
Score: -12044606.000000 Penalty: 3842.068115
	Iteration 25Q: 3 clusters Score -1.204461e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 134820 members 
Entering Unmasked Estep 
Score: -12044652.000000 Penalty: 3842.068115
	Iteration 26Q: 3 clusters Score -1.204465e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -12044679.000000 Penalty: 3842.068115
	Iteration 27Q: 3 clusters Score -1.204468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 134865 members 
Entering Unmasked Estep 
Score: -12044686.000000 Penalty: 3842.068115
	Iteration 28Q: 3 clusters Score -1.204469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -12044714.000000 Penalty: 3842.068115
	Iteration 29Q: 3 clusters Score -1.204471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 134877 members 
Entering Unmasked Estep 
Score: -12044726.000000 Penalty: 3842.068115
	Iteration 30Q: 3 clusters Score -1.204473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -12044740.000000 Penalty: 3842.068115
	Iteration 31Q: 3 clusters Score -1.204474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 134867 members 
Entering Unmasked Estep 
Score: -12044733.000000 Penalty: 3842.068115
	Iteration 32Q: 3 clusters Score -1.204473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -12044726.000000 Penalty: 3842.068115
	Iteration 33Q: 3 clusters Score -1.204473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -12044731.000000 Penalty: 3842.068115
	Iteration 34Q: 3 clusters Score -1.204473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 134869 members 
Entering Unmasked Estep 
Score: -12044738.000000 Penalty: 3842.068115
	Iteration 35Q: 3 clusters Score -1.204474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -12044744.000000 Penalty: 3842.068115
	Iteration 36Q: 3 clusters Score -1.204474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 134872 members 
Entering Unmasked Estep 
Score: -12044745.000000 Penalty: 3842.068115
	Iteration 37Q: 3 clusters Score -1.204474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 134872 members 
Entering Unmasked Estep 
Score: -12044745.000000 Penalty: 3842.068115
	Iteration 38F: 3 clusters Score -1.204474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -908212.375000 Penalty: 1502.458740
	Iteration 0F: 2 clusters Score -908212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -900767.750000 Penalty: 3004.917480
	Iteration 0F: 3 clusters Score -900767.8 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -903122.187500 Penalty: 3004.917480
	Iteration 1F: 3 clusters Score -903122.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -903313.437500 Penalty: 3004.917480
	Iteration 2F: 3 clusters Score -903313.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -903472.437500 Penalty: 3004.917480
	Iteration 3Q: 3 clusters Score -903472.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -903630.812500 Penalty: 3004.917480
	Iteration 4Q: 3 clusters Score -903630.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -903798.000000 Penalty: 3004.917480
	Iteration 5Q: 3 clusters Score -903798 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -904011.187500 Penalty: 3004.917480
	Iteration 6Q: 3 clusters Score -904011.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -904316.187500 Penalty: 3004.917480
	Iteration 7F: 3 clusters Score -904316.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -904704.312500 Penalty: 3004.917480
	Iteration 8F: 3 clusters Score -904704.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -905163.000000 Penalty: 3004.917480
	Iteration 9F: 3 clusters Score -905163 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -905646.187500 Penalty: 3004.917480
	Iteration 10F: 3 clusters Score -905646.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -906005.500000 Penalty: 3004.917480
	Iteration 11Q: 3 clusters Score -906005.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -906251.875000 Penalty: 3004.917480
	Iteration 12Q: 3 clusters Score -906251.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -906436.187500 Penalty: 3004.917480
	Iteration 13Q: 3 clusters Score -906436.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -906565.750000 Penalty: 3004.917480
	Iteration 14Q: 3 clusters Score -906565.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -906657.062500 Penalty: 3004.917480
	Iteration 15Q: 3 clusters Score -906657.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -906730.000000 Penalty: 3004.917480
	Iteration 16Q: 3 clusters Score -906730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -906775.062500 Penalty: 3004.917480
	Iteration 17Q: 3 clusters Score -906775.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -906800.437500 Penalty: 3004.917480
	Iteration 18Q: 3 clusters Score -906800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -906816.250000 Penalty: 3004.917480
	Iteration 19Q: 3 clusters Score -906816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -906826.812500 Penalty: 3004.917480
	Iteration 20F: 3 clusters Score -906826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -906835.187500 Penalty: 3004.917480
	Iteration 21Q: 3 clusters Score -906835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -906844.937500 Penalty: 3004.917480
	Iteration 22Q: 3 clusters Score -906844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -906850.812500 Penalty: 3004.917480
	Iteration 23Q: 3 clusters Score -906850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -906856.937500 Penalty: 3004.917480
	Iteration 24Q: 3 clusters Score -906856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -906857.875000 Penalty: 3004.917480
	Iteration 25Q: 3 clusters Score -906857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -906860.125000 Penalty: 3004.917480
	Iteration 26Q: 3 clusters Score -906860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -906862.562500 Penalty: 3004.917480
	Iteration 27Q: 3 clusters Score -906862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -906862.562500 Penalty: 3004.917480
	Iteration 28F: 3 clusters Score -906862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -115713.062500 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -115713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113991.804688 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -113991.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -114383.312500 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -114383.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114516.781250 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -114516.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -114611.382812 Penalty: 2376.796631
	Iteration 3F: 3 clusters Score -114611.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114678.492188 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -114678.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -114734.570312 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -114734.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -114783.320312 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -114783.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114825.093750 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -114825.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -114865.984375 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -114866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114892.039062 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -114892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114904.507812 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -114904.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -114916.132812 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -114916.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -114925.789062 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -114925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -114931.093750 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -114931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114934.226562 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -114934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -114937.828125 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -114937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -114941.148438 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -114941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -114946.703125 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -114946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -114952.015625 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -114952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114958.187500 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -114958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -114968.835938 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -114968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -114975.828125 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -114975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -114982.507812 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -114982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -114989.281250 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -114989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115001.406250 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -115001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115026.726562 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -115026.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -115057.812500 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -115057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -115086.468750 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -115086.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -115104.437500 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -115104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -115115.789062 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -115115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115128.906250 Penalty: 2376.796631
	Iteration 30Q: 3 clusters Score -115128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -115134.640625 Penalty: 2376.796631
	Iteration 31Q: 3 clusters Score -115134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -115143.382812 Penalty: 2376.796631
	Iteration 32Q: 3 clusters Score -115143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -115147.195312 Penalty: 2376.796631
	Iteration 33Q: 3 clusters Score -115147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -115151.054688 Penalty: 2376.796631
	Iteration 34Q: 3 clusters Score -115151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -115153.031250 Penalty: 2376.796631
	Iteration 35Q: 3 clusters Score -115153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -115155.132812 Penalty: 2376.796631
	Iteration 36Q: 3 clusters Score -115155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -115158.648438 Penalty: 2376.796631
	Iteration 37Q: 3 clusters Score -115158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -115163.320312 Penalty: 2376.796631
	Iteration 38Q: 3 clusters Score -115163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -115172.617188 Penalty: 2376.796631
	Iteration 39Q: 3 clusters Score -115172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -115176.656250 Penalty: 2376.796631
	Iteration 40F: 3 clusters Score -115176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115182.539062 Penalty: 2376.796631
	Iteration 41Q: 3 clusters Score -115182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -115192.289062 Penalty: 2376.796631
	Iteration 42Q: 3 clusters Score -115192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115197.976562 Penalty: 2376.796631
	Iteration 43Q: 3 clusters Score -115198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -115200.156250 Penalty: 2376.796631
	Iteration 44Q: 3 clusters Score -115200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -115203.750000 Penalty: 2376.796631
	Iteration 45Q: 3 clusters Score -115203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115206.843750 Penalty: 2376.796631
	Iteration 46Q: 3 clusters Score -115206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -115209.015625 Penalty: 2376.796631
	Iteration 47Q: 3 clusters Score -115209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115210.578125 Penalty: 2376.796631
	Iteration 48Q: 3 clusters Score -115210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115211.000000 Penalty: 2376.796631
	Iteration 49Q: 3 clusters Score -115211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115211.875000 Penalty: 2376.796631
	Iteration 50Q: 3 clusters Score -115211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115216.890625 Penalty: 2376.796631
	Iteration 51Q: 3 clusters Score -115216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115219.304688 Penalty: 2376.796631
	Iteration 52Q: 3 clusters Score -115219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -115220.804688 Penalty: 2376.796631
	Iteration 53Q: 3 clusters Score -115220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -115222.976562 Penalty: 2376.796631
	Iteration 54Q: 3 clusters Score -115223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115223.273438 Penalty: 2376.796631
	Iteration 55Q: 3 clusters Score -115223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115223.273438 Penalty: 2376.796631
	Iteration 56F: 3 clusters Score -115223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -353342.281250 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -353342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -349919.937500 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -349919.9 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -350861.375000 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -350861.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -351028.031250 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -351028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -351140.343750 Penalty: 2708.000244
	Iteration 3F: 3 clusters Score -351140.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351247.093750 Penalty: 2708.000244
	Iteration 4Q: 3 clusters Score -351247.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -351346.437500 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -351346.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -351434.156250 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -351434.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -351518.468750 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -351518.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -351615.000000 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -351615 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -351721.687500 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -351721.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -351830.750000 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -351830.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -351927.593750 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -351927.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -352007.531250 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -352007.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -352063.406250 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -352063.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -352105.625000 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -352105.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -352138.937500 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -352138.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -352164.468750 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -352164.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -352187.875000 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -352187.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -352205.718750 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -352205.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -352214.812500 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -352214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -352219.906250 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -352219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -352226.250000 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -352226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -352231.406250 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -352231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -352236.812500 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -352236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -352241.156250 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -352241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -352243.718750 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -352243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -352244.750000 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -352244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -352245.687500 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -352245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -352247.406250 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -352247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -352249.750000 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -352249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -352251.968750 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -352252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -352257.156250 Penalty: 2708.000244
	Iteration 31Q: 3 clusters Score -352257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -352262.718750 Penalty: 2708.000244
	Iteration 32Q: 3 clusters Score -352262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -352265.187500 Penalty: 2708.000244
	Iteration 33Q: 3 clusters Score -352265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -352267.281250 Penalty: 2708.000244
	Iteration 34Q: 3 clusters Score -352267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -352268.906250 Penalty: 2708.000244
	Iteration 35Q: 3 clusters Score -352268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -352269.906250 Penalty: 2708.000244
	Iteration 36Q: 3 clusters Score -352269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -352270.656250 Penalty: 2708.000244
	Iteration 37Q: 3 clusters Score -352270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -352270.656250 Penalty: 2708.000244
	Iteration 38F: 3 clusters Score -352270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -343201.500000 Penalty: 1341.572144
	Iteration 0F: 2 clusters Score -343201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -339979.625000 Penalty: 2683.144287
	Iteration 0F: 3 clusters Score -339979.6 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -340868.125000 Penalty: 2683.144287
	Iteration 1F: 3 clusters Score -340868.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -341012.718750 Penalty: 2683.144287
	Iteration 2F: 3 clusters Score -341012.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -341113.656250 Penalty: 2683.144287
	Iteration 3F: 3 clusters Score -341113.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -341186.281250 Penalty: 2683.144287
	Iteration 4Q: 3 clusters Score -341186.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -341242.687500 Penalty: 2683.144287
	Iteration 5Q: 3 clusters Score -341242.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -341290.125000 Penalty: 2683.144287
	Iteration 6Q: 3 clusters Score -341290.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -341335.968750 Penalty: 2683.144287
	Iteration 7Q: 3 clusters Score -341336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -341380.718750 Penalty: 2683.144287
	Iteration 8Q: 3 clusters Score -341380.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -341431.843750 Penalty: 2683.144287
	Iteration 9Q: 3 clusters Score -341431.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -341485.375000 Penalty: 2683.144287
	Iteration 10Q: 3 clusters Score -341485.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -341546.906250 Penalty: 2683.144287
	Iteration 11Q: 3 clusters Score -341546.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -341617.218750 Penalty: 2683.144287
	Iteration 12Q: 3 clusters Score -341617.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -341672.000000 Penalty: 2683.144287
	Iteration 13Q: 3 clusters Score -341672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -341723.906250 Penalty: 2683.144287
	Iteration 14Q: 3 clusters Score -341723.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -341763.468750 Penalty: 2683.144287
	Iteration 15Q: 3 clusters Score -341763.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -341796.593750 Penalty: 2683.144287
	Iteration 16Q: 3 clusters Score -341796.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -341834.125000 Penalty: 2683.144287
	Iteration 17Q: 3 clusters Score -341834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -341859.843750 Penalty: 2683.144287
	Iteration 18Q: 3 clusters Score -341859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -341885.187500 Penalty: 2683.144287
	Iteration 19Q: 3 clusters Score -341885.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -341905.156250 Penalty: 2683.144287
	Iteration 20F: 3 clusters Score -341905.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -341919.031250 Penalty: 2683.144287
	Iteration 21Q: 3 clusters Score -341919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -341926.375000 Penalty: 2683.144287
	Iteration 22Q: 3 clusters Score -341926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -341934.437500 Penalty: 2683.144287
	Iteration 23Q: 3 clusters Score -341934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -341937.593750 Penalty: 2683.144287
	Iteration 24Q: 3 clusters Score -341937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -341943.093750 Penalty: 2683.144287
	Iteration 25Q: 3 clusters Score -341943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -341946.187500 Penalty: 2683.144287
	Iteration 26Q: 3 clusters Score -341946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -341948.625000 Penalty: 2683.144287
	Iteration 27Q: 3 clusters Score -341948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -341953.093750 Penalty: 2683.144287
	Iteration 28Q: 3 clusters Score -341953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -341959.625000 Penalty: 2683.144287
	Iteration 29Q: 3 clusters Score -341959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -341961.781250 Penalty: 2683.144287
	Iteration 30Q: 3 clusters Score -341961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -341966.250000 Penalty: 2683.144287
	Iteration 31Q: 3 clusters Score -341966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -341968.125000 Penalty: 2683.144287
	Iteration 32Q: 3 clusters Score -341968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -341970.093750 Penalty: 2683.144287
	Iteration 33Q: 3 clusters Score -341970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -341971.687500 Penalty: 2683.144287
	Iteration 34Q: 3 clusters Score -341971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -341973.000000 Penalty: 2683.144287
	Iteration 35Q: 3 clusters Score -341973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -341973.812500 Penalty: 2683.144287
	Iteration 36Q: 3 clusters Score -341973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -341973.812500 Penalty: 2683.144287
	Iteration 37Q: 3 clusters Score -341973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -341973.812500 Penalty: 2683.144287
	Iteration 38F: 3 clusters Score -341973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -995380.562500 Penalty: 1537.491821
	Iteration 0F: 2 clusters Score -995380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -986464.625000 Penalty: 3074.983643
	Iteration 0F: 3 clusters Score -986464.6 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -989888.000000 Penalty: 3074.983643
	Iteration 1F: 3 clusters Score -989888 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -990579.437500 Penalty: 3074.983643
	Iteration 2F: 3 clusters Score -990579.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -991292.750000 Penalty: 3074.983643
	Iteration 3F: 3 clusters Score -991292.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -992000.500000 Penalty: 3074.983643
	Iteration 4F: 3 clusters Score -992000.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -992671.250000 Penalty: 3074.983643
	Iteration 5F: 3 clusters Score -992671.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -993316.125000 Penalty: 3074.983643
	Iteration 6F: 3 clusters Score -993316.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -993798.000000 Penalty: 3074.983643
	Iteration 7Q: 3 clusters Score -993798 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -994081.250000 Penalty: 3074.983643
	Iteration 8Q: 3 clusters Score -994081.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -994216.437500 Penalty: 3074.983643
	Iteration 9Q: 3 clusters Score -994216.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -994308.000000 Penalty: 3074.983643
	Iteration 10Q: 3 clusters Score -994308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -994376.187500 Penalty: 3074.983643
	Iteration 11Q: 3 clusters Score -994376.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -994433.250000 Penalty: 3074.983643
	Iteration 12Q: 3 clusters Score -994433.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -994490.062500 Penalty: 3074.983643
	Iteration 13Q: 3 clusters Score -994490.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -994540.312500 Penalty: 3074.983643
	Iteration 14Q: 3 clusters Score -994540.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -994581.750000 Penalty: 3074.983643
	Iteration 15Q: 3 clusters Score -994581.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -994626.312500 Penalty: 3074.983643
	Iteration 16Q: 3 clusters Score -994626.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -994658.000000 Penalty: 3074.983643
	Iteration 17Q: 3 clusters Score -994658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -994680.000000 Penalty: 3074.983643
	Iteration 18Q: 3 clusters Score -994680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -994700.000000 Penalty: 3074.983643
	Iteration 19Q: 3 clusters Score -994700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -994724.875000 Penalty: 3074.983643
	Iteration 20F: 3 clusters Score -994724.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -994754.687500 Penalty: 3074.983643
	Iteration 21Q: 3 clusters Score -994754.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -994796.062500 Penalty: 3074.983643
	Iteration 22Q: 3 clusters Score -994796.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -994855.937500 Penalty: 3074.983643
	Iteration 23Q: 3 clusters Score -994855.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -994921.812500 Penalty: 3074.983643
	Iteration 24Q: 3 clusters Score -994921.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -994979.562500 Penalty: 3074.983643
	Iteration 25Q: 3 clusters Score -994979.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -995010.875000 Penalty: 3074.983643
	Iteration 26Q: 3 clusters Score -995010.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -995027.000000 Penalty: 3074.983643
	Iteration 27Q: 3 clusters Score -995027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -995037.812500 Penalty: 3074.983643
	Iteration 28Q: 3 clusters Score -995037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -995042.812500 Penalty: 3074.983643
	Iteration 29Q: 3 clusters Score -995042.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -995044.937500 Penalty: 3074.983643
	Iteration 30Q: 3 clusters Score -995044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -995045.312500 Penalty: 3074.983643
	Iteration 31Q: 3 clusters Score -995045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -995046.187500 Penalty: 3074.983643
	Iteration 32Q: 3 clusters Score -995046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -995046.062500 Penalty: 3074.983643
	Iteration 33Q: 3 clusters Score -995046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -995046.250000 Penalty: 3074.983643
	Iteration 34Q: 3 clusters Score -995046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -995045.875000 Penalty: 3074.983643
	Iteration 35Q: 3 clusters Score -995045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -995046.000000 Penalty: 3074.983643
	Iteration 36Q: 3 clusters Score -995046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -995045.750000 Penalty: 3074.983643
	Iteration 37Q: 3 clusters Score -995045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -995047.687500 Penalty: 3074.983643
	Iteration 38Q: 3 clusters Score -995047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -995048.125000 Penalty: 3074.983643
	Iteration 39Q: 3 clusters Score -995048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -995047.750000 Penalty: 3074.983643
	Iteration 40F: 3 clusters Score -995047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -995046.937500 Penalty: 3074.983643
	Iteration 41Q: 3 clusters Score -995046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -995046.937500 Penalty: 3074.983643
	Iteration 42F: 3 clusters Score -995046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Entering Unmasked Estep 
Score: -2221561.750000 Penalty: 1650.916504
	Iteration 0F: 2 clusters Score -2221562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2204139.500000 Penalty: 3301.833008
	Iteration 0F: 3 clusters Score -2204140 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2210476.500000 Penalty: 3301.833008
	Iteration 1F: 3 clusters Score -2210476 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2210771.250000 Penalty: 3301.833008
	Iteration 2Q: 3 clusters Score -2210771 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2211021.250000 Penalty: 3301.833008
	Iteration 3Q: 3 clusters Score -2211021 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2211287.750000 Penalty: 3301.833008
	Iteration 4Q: 3 clusters Score -2211288 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2211591.250000 Penalty: 3301.833008
	Iteration 5Q: 3 clusters Score -2211591 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2212026.000000 Penalty: 3301.833008
	Iteration 6Q: 3 clusters Score -2212026 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2212642.000000 Penalty: 3301.833008
	Iteration 7Q: 3 clusters Score -2212642 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2213565.500000 Penalty: 3301.833008
	Iteration 8F: 3 clusters Score -2213566 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2214821.250000 Penalty: 3301.833008
	Iteration 9F: 3 clusters Score -2214821 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2216408.750000 Penalty: 3301.833008
	Iteration 10F: 3 clusters Score -2216409 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2217926.000000 Penalty: 3301.833008
	Iteration 11F: 3 clusters Score -2217926 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2218990.000000 Penalty: 3301.833008
	Iteration 12Q: 3 clusters Score -2218990 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2219539.750000 Penalty: 3301.833008
	Iteration 13Q: 3 clusters Score -2219540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2219799.750000 Penalty: 3301.833008
	Iteration 14Q: 3 clusters Score -2219800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2219943.500000 Penalty: 3301.833008
	Iteration 15Q: 3 clusters Score -2219944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2220017.250000 Penalty: 3301.833008
	Iteration 16Q: 3 clusters Score -2220017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2220051.750000 Penalty: 3301.833008
	Iteration 17Q: 3 clusters Score -2220052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2220076.500000 Penalty: 3301.833008
	Iteration 18Q: 3 clusters Score -2220076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -2220085.500000 Penalty: 3301.833008
	Iteration 19Q: 3 clusters Score -2220086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2220097.250000 Penalty: 3301.833008
	Iteration 20F: 3 clusters Score -2220097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2220100.250000 Penalty: 3301.833008
	Iteration 21Q: 3 clusters Score -2220100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2220101.750000 Penalty: 3301.833008
	Iteration 22Q: 3 clusters Score -2220102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2220105.500000 Penalty: 3301.833008
	Iteration 23Q: 3 clusters Score -2220106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2220105.500000 Penalty: 3301.833008
	Iteration 24Q: 3 clusters Score -2220106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2220103.000000 Penalty: 3301.833008
	Iteration 25Q: 3 clusters Score -2220103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2220103.000000 Penalty: 3301.833008
	Iteration 26F: 3 clusters Score -2220103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Entering Unmasked Estep 
Score: -7160956.500000 Penalty: 1837.703857
	Iteration 0F: 2 clusters Score -7160956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7106285.000000 Penalty: 3675.407715
	Iteration 0F: 3 clusters Score -7106285 nChanged 38986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7128656.500000 Penalty: 3675.407715
	Iteration 1F: 3 clusters Score -7128656 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -7129344.000000 Penalty: 3675.407715
	Iteration 2Q: 3 clusters Score -7129344 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7130231.000000 Penalty: 3675.407715
	Iteration 3Q: 3 clusters Score -7130231 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -7131400.000000 Penalty: 3675.407715
	Iteration 4Q: 3 clusters Score -7131400 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -7133169.000000 Penalty: 3675.407715
	Iteration 5Q: 3 clusters Score -7133169 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7135877.500000 Penalty: 3675.407715
	Iteration 6F: 3 clusters Score -7135878 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -7139674.000000 Penalty: 3675.407715
	Iteration 7F: 3 clusters Score -7139674 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -7144207.000000 Penalty: 3675.407715
	Iteration 8F: 3 clusters Score -7144207 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -7148460.000000 Penalty: 3675.407715
	Iteration 9F: 3 clusters Score -7148460 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -7151556.500000 Penalty: 3675.407715
	Iteration 10Q: 3 clusters Score -7151556 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -7153534.500000 Penalty: 3675.407715
	Iteration 11Q: 3 clusters Score -7153534 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -7154807.500000 Penalty: 3675.407715
	Iteration 12Q: 3 clusters Score -7154808 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -7155779.000000 Penalty: 3675.407715
	Iteration 13Q: 3 clusters Score -7155779 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -7156517.000000 Penalty: 3675.407715
	Iteration 14Q: 3 clusters Score -7156517 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -7157128.000000 Penalty: 3675.407715
	Iteration 15Q: 3 clusters Score -7157128 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -7157598.500000 Penalty: 3675.407715
	Iteration 16Q: 3 clusters Score -7157598 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -7158039.500000 Penalty: 3675.407715
	Iteration 17Q: 3 clusters Score -7158040 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -7158392.000000 Penalty: 3675.407715
	Iteration 18Q: 3 clusters Score -7158392 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -7158689.500000 Penalty: 3675.407715
	Iteration 19Q: 3 clusters Score -7158690 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -7158914.500000 Penalty: 3675.407715
	Iteration 20F: 3 clusters Score -7158914 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -7159045.500000 Penalty: 3675.407715
	Iteration 21Q: 3 clusters Score -7159046 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -7159148.500000 Penalty: 3675.407715
	Iteration 22Q: 3 clusters Score -7159148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -7159222.500000 Penalty: 3675.407715
	Iteration 23Q: 3 clusters Score -7159222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -7159285.500000 Penalty: 3675.407715
	Iteration 24Q: 3 clusters Score -7159286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -7159344.500000 Penalty: 3675.407715
	Iteration 25Q: 3 clusters Score -7159344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -7159370.500000 Penalty: 3675.407715
	Iteration 26Q: 3 clusters Score -7159370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -7159397.000000 Penalty: 3675.407715
	Iteration 27Q: 3 clusters Score -7159397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -7159433.500000 Penalty: 3675.407715
	Iteration 28Q: 3 clusters Score -7159434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -7159461.500000 Penalty: 3675.407715
	Iteration 29Q: 3 clusters Score -7159462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -7159477.000000 Penalty: 3675.407715
	Iteration 30Q: 3 clusters Score -7159477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -7159502.500000 Penalty: 3675.407715
	Iteration 31Q: 3 clusters Score -7159502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -7159515.000000 Penalty: 3675.407715
	Iteration 32Q: 3 clusters Score -7159515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -7159526.000000 Penalty: 3675.407715
	Iteration 33Q: 3 clusters Score -7159526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -7159529.500000 Penalty: 3675.407715
	Iteration 34Q: 3 clusters Score -7159530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -7159546.000000 Penalty: 3675.407715
	Iteration 35Q: 3 clusters Score -7159546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -7159550.500000 Penalty: 3675.407715
	Iteration 36Q: 3 clusters Score -7159550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -7159558.500000 Penalty: 3675.407715
	Iteration 37Q: 3 clusters Score -7159558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -7159568.500000 Penalty: 3675.407715
	Iteration 38Q: 3 clusters Score -7159568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -7159566.000000 Penalty: 3675.407715
	Iteration 39Q: 3 clusters Score -7159566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -7159570.000000 Penalty: 3675.407715
	Iteration 40F: 3 clusters Score -7159570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -7159574.500000 Penalty: 3675.407715
	Iteration 41Q: 3 clusters Score -7159574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -7159573.500000 Penalty: 3675.407715
	Iteration 42Q: 3 clusters Score -7159574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -7159570.000000 Penalty: 3675.407715
	Iteration 43Q: 3 clusters Score -7159570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -7159573.500000 Penalty: 3675.407715
	Iteration 44Q: 3 clusters Score -7159574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -7159577.000000 Penalty: 3675.407715
	Iteration 45Q: 3 clusters Score -7159577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -7159574.000000 Penalty: 3675.407715
	Iteration 46Q: 3 clusters Score -7159574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -7159573.000000 Penalty: 3675.407715
	Iteration 47Q: 3 clusters Score -7159573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -7159574.000000 Penalty: 3675.407715
	Iteration 48Q: 3 clusters Score -7159574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -7159574.500000 Penalty: 3675.407715
	Iteration 49Q: 3 clusters Score -7159574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -7159572.000000 Penalty: 3675.407715
	Iteration 50Q: 3 clusters Score -7159572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -7159573.000000 Penalty: 3675.407715
	Iteration 51Q: 3 clusters Score -7159573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -7159573.500000 Penalty: 3675.407715
	Iteration 52Q: 3 clusters Score -7159574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -7159580.000000 Penalty: 3675.407715
	Iteration 53Q: 3 clusters Score -7159580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -7159580.000000 Penalty: 3675.407715
	Iteration 54F: 3 clusters Score -7159580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Entering Unmasked Estep 
Score: -1534183.125000 Penalty: 1584.921265
	Iteration 0F: 2 clusters Score -1534183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1522323.000000 Penalty: 3169.842529
	Iteration 0F: 3 clusters Score -1522323 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1526543.625000 Penalty: 3169.842529
	Iteration 1F: 3 clusters Score -1526544 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1526954.500000 Penalty: 3169.842529
	Iteration 2F: 3 clusters Score -1526954 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1527365.250000 Penalty: 3169.842529
	Iteration 3F: 3 clusters Score -1527365 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1527860.375000 Penalty: 3169.842529
	Iteration 4F: 3 clusters Score -1527860 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1528468.250000 Penalty: 3169.842529
	Iteration 5F: 3 clusters Score -1528468 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1529198.000000 Penalty: 3169.842529
	Iteration 6F: 3 clusters Score -1529198 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1529991.875000 Penalty: 3169.842529
	Iteration 7F: 3 clusters Score -1529992 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1530786.000000 Penalty: 3169.842529
	Iteration 8F: 3 clusters Score -1530786 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1531429.250000 Penalty: 3169.842529
	Iteration 9Q: 3 clusters Score -1531429 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1531906.625000 Penalty: 3169.842529
	Iteration 10Q: 3 clusters Score -1531907 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1532179.625000 Penalty: 3169.842529
	Iteration 11Q: 3 clusters Score -1532180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1532375.250000 Penalty: 3169.842529
	Iteration 12Q: 3 clusters Score -1532375 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1532498.375000 Penalty: 3169.842529
	Iteration 13Q: 3 clusters Score -1532498 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1532571.625000 Penalty: 3169.842529
	Iteration 14Q: 3 clusters Score -1532572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1532628.125000 Penalty: 3169.842529
	Iteration 15Q: 3 clusters Score -1532628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1532662.000000 Penalty: 3169.842529
	Iteration 16Q: 3 clusters Score -1532662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1532686.375000 Penalty: 3169.842529
	Iteration 17Q: 3 clusters Score -1532686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1532720.250000 Penalty: 3169.842529
	Iteration 18Q: 3 clusters Score -1532720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1532742.125000 Penalty: 3169.842529
	Iteration 19Q: 3 clusters Score -1532742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1532752.750000 Penalty: 3169.842529
	Iteration 20F: 3 clusters Score -1532753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1532761.000000 Penalty: 3169.842529
	Iteration 21Q: 3 clusters Score -1532761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1532768.750000 Penalty: 3169.842529
	Iteration 22Q: 3 clusters Score -1532769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1532773.125000 Penalty: 3169.842529
	Iteration 23Q: 3 clusters Score -1532773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1532781.625000 Penalty: 3169.842529
	Iteration 24Q: 3 clusters Score -1532782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1532788.625000 Penalty: 3169.842529
	Iteration 25Q: 3 clusters Score -1532789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1532801.125000 Penalty: 3169.842529
	Iteration 26Q: 3 clusters Score -1532801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1532807.750000 Penalty: 3169.842529
	Iteration 27Q: 3 clusters Score -1532808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1532813.625000 Penalty: 3169.842529
	Iteration 28Q: 3 clusters Score -1532814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1532819.125000 Penalty: 3169.842529
	Iteration 29Q: 3 clusters Score -1532819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1532822.000000 Penalty: 3169.842529
	Iteration 30Q: 3 clusters Score -1532822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1532823.875000 Penalty: 3169.842529
	Iteration 31Q: 3 clusters Score -1532824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1532829.000000 Penalty: 3169.842529
	Iteration 32Q: 3 clusters Score -1532829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1532829.875000 Penalty: 3169.842529
	Iteration 33Q: 3 clusters Score -1532830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1532831.250000 Penalty: 3169.842529
	Iteration 34Q: 3 clusters Score -1532831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1532835.250000 Penalty: 3169.842529
	Iteration 35Q: 3 clusters Score -1532835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1532839.375000 Penalty: 3169.842529
	Iteration 36Q: 3 clusters Score -1532839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1532842.000000 Penalty: 3169.842529
	Iteration 37Q: 3 clusters Score -1532842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1532847.875000 Penalty: 3169.842529
	Iteration 38Q: 3 clusters Score -1532848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1532847.375000 Penalty: 3169.842529
	Iteration 39Q: 3 clusters Score -1532847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1532848.875000 Penalty: 3169.842529
	Iteration 40F: 3 clusters Score -1532849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1532851.875000 Penalty: 3169.842529
	Iteration 41Q: 3 clusters Score -1532852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1532852.875000 Penalty: 3169.842529
	Iteration 42Q: 3 clusters Score -1532853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1532852.750000 Penalty: 3169.842529
	Iteration 43Q: 3 clusters Score -1532853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1532851.125000 Penalty: 3169.842529
	Iteration 44Q: 3 clusters Score -1532851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1532851.125000 Penalty: 3169.842529
	Iteration 45F: 3 clusters Score -1532851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -72275.867188 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -72275.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70874.726562 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -70874.73 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71135.421875 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -71135.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -71220.046875 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -71220.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71278.085938 Penalty: 2219.683105
	Iteration 3Q: 3 clusters Score -71278.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71345.195312 Penalty: 2219.683105
	Iteration 4Q: 3 clusters Score -71345.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71382.929688 Penalty: 2219.683105
	Iteration 5Q: 3 clusters Score -71382.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71429.890625 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -71429.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71498.039062 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -71498.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71561.343750 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -71561.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71626.101562 Penalty: 2219.683105
	Iteration 9Q: 3 clusters Score -71626.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71679.921875 Penalty: 2219.683105
	Iteration 10Q: 3 clusters Score -71679.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71706.015625 Penalty: 2219.683105
	Iteration 11Q: 3 clusters Score -71706.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71733.257812 Penalty: 2219.683105
	Iteration 12Q: 3 clusters Score -71733.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71762.781250 Penalty: 2219.683105
	Iteration 13Q: 3 clusters Score -71762.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71792.406250 Penalty: 2219.683105
	Iteration 14Q: 3 clusters Score -71792.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71819.156250 Penalty: 2219.683105
	Iteration 15Q: 3 clusters Score -71819.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71843.679688 Penalty: 2219.683105
	Iteration 16Q: 3 clusters Score -71843.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71866.210938 Penalty: 2219.683105
	Iteration 17Q: 3 clusters Score -71866.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71877.429688 Penalty: 2219.683105
	Iteration 18Q: 3 clusters Score -71877.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71896.109375 Penalty: 2219.683105
	Iteration 19Q: 3 clusters Score -71896.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71902.257812 Penalty: 2219.683105
	Iteration 20F: 3 clusters Score -71902.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71911.265625 Penalty: 2219.683105
	Iteration 21Q: 3 clusters Score -71911.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71913.859375 Penalty: 2219.683105
	Iteration 22Q: 3 clusters Score -71913.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71916.984375 Penalty: 2219.683105
	Iteration 23Q: 3 clusters Score -71916.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71916.984375 Penalty: 2219.683105
	Iteration 24F: 3 clusters Score -71916.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Entering Unmasked Estep 
Score: -2887190.750000 Penalty: 1690.978149
	Iteration 0F: 2 clusters Score -2887191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2865040.000000 Penalty: 3381.956299
	Iteration 0F: 3 clusters Score -2865040 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2873658.750000 Penalty: 3381.956299
	Iteration 1F: 3 clusters Score -2873659 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2874149.500000 Penalty: 3381.956299
	Iteration 2Q: 3 clusters Score -2874150 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2874705.500000 Penalty: 3381.956299
	Iteration 3Q: 3 clusters Score -2874706 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2875359.000000 Penalty: 3381.956299
	Iteration 4Q: 3 clusters Score -2875359 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2876087.750000 Penalty: 3381.956299
	Iteration 5F: 3 clusters Score -2876088 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2876951.250000 Penalty: 3381.956299
	Iteration 6F: 3 clusters Score -2876951 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2877902.250000 Penalty: 3381.956299
	Iteration 7F: 3 clusters Score -2877902 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2878862.000000 Penalty: 3381.956299
	Iteration 8F: 3 clusters Score -2878862 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2879791.500000 Penalty: 3381.956299
	Iteration 9Q: 3 clusters Score -2879792 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2880769.750000 Penalty: 3381.956299
	Iteration 10Q: 3 clusters Score -2880770 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2881837.000000 Penalty: 3381.956299
	Iteration 11Q: 3 clusters Score -2881837 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2882961.250000 Penalty: 3381.956299
	Iteration 12Q: 3 clusters Score -2882961 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2883984.750000 Penalty: 3381.956299
	Iteration 13Q: 3 clusters Score -2883985 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2884791.000000 Penalty: 3381.956299
	Iteration 14Q: 3 clusters Score -2884791 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2885265.500000 Penalty: 3381.956299
	Iteration 15Q: 3 clusters Score -2885266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2885504.750000 Penalty: 3381.956299
	Iteration 16Q: 3 clusters Score -2885505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2885583.500000 Penalty: 3381.956299
	Iteration 17Q: 3 clusters Score -2885584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2885645.250000 Penalty: 3381.956299
	Iteration 18Q: 3 clusters Score -2885645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2885670.000000 Penalty: 3381.956299
	Iteration 19Q: 3 clusters Score -2885670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2885703.750000 Penalty: 3381.956299
	Iteration 20F: 3 clusters Score -2885704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2885719.000000 Penalty: 3381.956299
	Iteration 21Q: 3 clusters Score -2885719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2885737.500000 Penalty: 3381.956299
	Iteration 22Q: 3 clusters Score -2885738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2885756.250000 Penalty: 3381.956299
	Iteration 23Q: 3 clusters Score -2885756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2885764.750000 Penalty: 3381.956299
	Iteration 24Q: 3 clusters Score -2885765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2885766.250000 Penalty: 3381.956299
	Iteration 25Q: 3 clusters Score -2885766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2885770.000000 Penalty: 3381.956299
	Iteration 26Q: 3 clusters Score -2885770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2885769.250000 Penalty: 3381.956299
	Iteration 27Q: 3 clusters Score -2885769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2885771.750000 Penalty: 3381.956299
	Iteration 28Q: 3 clusters Score -2885772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2885771.750000 Penalty: 3381.956299
	Iteration 29Q: 3 clusters Score -2885772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2885772.000000 Penalty: 3381.956299
	Iteration 30Q: 3 clusters Score -2885772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2885772.000000 Penalty: 3381.956299
	Iteration 31F: 3 clusters Score -2885772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1015267.000000 Penalty: 1523.079834
	Iteration 0F: 2 clusters Score -1015267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1006948.000000 Penalty: 3046.159668
	Iteration 0F: 3 clusters Score -1006948 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1009701.562500 Penalty: 3046.159668
	Iteration 1F: 3 clusters Score -1009702 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1010015.500000 Penalty: 3046.159668
	Iteration 2F: 3 clusters Score -1010016 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1010257.687500 Penalty: 3046.159668
	Iteration 3F: 3 clusters Score -1010258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1010467.000000 Penalty: 3046.159668
	Iteration 4Q: 3 clusters Score -1010467 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1010686.937500 Penalty: 3046.159668
	Iteration 5Q: 3 clusters Score -1010687 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1010897.500000 Penalty: 3046.159668
	Iteration 6Q: 3 clusters Score -1010898 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1011105.500000 Penalty: 3046.159668
	Iteration 7Q: 3 clusters Score -1011106 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1011312.437500 Penalty: 3046.159668
	Iteration 8Q: 3 clusters Score -1011312 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1011494.750000 Penalty: 3046.159668
	Iteration 9Q: 3 clusters Score -1011495 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1011694.812500 Penalty: 3046.159668
	Iteration 10Q: 3 clusters Score -1011695 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1011869.500000 Penalty: 3046.159668
	Iteration 11Q: 3 clusters Score -1011870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1012016.000000 Penalty: 3046.159668
	Iteration 12Q: 3 clusters Score -1012016 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1012129.375000 Penalty: 3046.159668
	Iteration 13Q: 3 clusters Score -1012129 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1012221.000000 Penalty: 3046.159668
	Iteration 14Q: 3 clusters Score -1012221 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1012276.750000 Penalty: 3046.159668
	Iteration 15Q: 3 clusters Score -1012277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012318.562500 Penalty: 3046.159668
	Iteration 16Q: 3 clusters Score -1012319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1012354.812500 Penalty: 3046.159668
	Iteration 17Q: 3 clusters Score -1012355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1012380.312500 Penalty: 3046.159668
	Iteration 18Q: 3 clusters Score -1012380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1012400.562500 Penalty: 3046.159668
	Iteration 19Q: 3 clusters Score -1012401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1012421.875000 Penalty: 3046.159668
	Iteration 20F: 3 clusters Score -1012422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1012438.187500 Penalty: 3046.159668
	Iteration 21Q: 3 clusters Score -1012438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1012449.125000 Penalty: 3046.159668
	Iteration 22Q: 3 clusters Score -1012449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1012462.375000 Penalty: 3046.159668
	Iteration 23Q: 3 clusters Score -1012462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1012475.687500 Penalty: 3046.159668
	Iteration 24Q: 3 clusters Score -1012476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1012480.750000 Penalty: 3046.159668
	Iteration 25Q: 3 clusters Score -1012481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1012490.125000 Penalty: 3046.159668
	Iteration 26Q: 3 clusters Score -1012490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1012499.812500 Penalty: 3046.159668
	Iteration 27Q: 3 clusters Score -1012500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1012510.750000 Penalty: 3046.159668
	Iteration 28Q: 3 clusters Score -1012511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1012525.187500 Penalty: 3046.159668
	Iteration 29Q: 3 clusters Score -1012525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1012541.062500 Penalty: 3046.159668
	Iteration 30Q: 3 clusters Score -1012541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1012552.187500 Penalty: 3046.159668
	Iteration 31Q: 3 clusters Score -1012552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1012569.875000 Penalty: 3046.159668
	Iteration 32Q: 3 clusters Score -1012570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1012584.562500 Penalty: 3046.159668
	Iteration 33Q: 3 clusters Score -1012585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1012601.562500 Penalty: 3046.159668
	Iteration 34Q: 3 clusters Score -1012602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1012615.812500 Penalty: 3046.159668
	Iteration 35Q: 3 clusters Score -1012616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1012638.625000 Penalty: 3046.159668
	Iteration 36Q: 3 clusters Score -1012639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1012665.625000 Penalty: 3046.159668
	Iteration 37Q: 3 clusters Score -1012666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1012698.187500 Penalty: 3046.159668
	Iteration 38Q: 3 clusters Score -1012698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1012729.687500 Penalty: 3046.159668
	Iteration 39Q: 3 clusters Score -1012730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1012764.812500 Penalty: 3046.159668
	Iteration 40F: 3 clusters Score -1012765 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1012808.062500 Penalty: 3046.159668
	Iteration 41Q: 3 clusters Score -1012808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1012854.062500 Penalty: 3046.159668
	Iteration 42Q: 3 clusters Score -1012854 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1012901.500000 Penalty: 3046.159668
	Iteration 43Q: 3 clusters Score -1012902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1012943.187500 Penalty: 3046.159668
	Iteration 44Q: 3 clusters Score -1012943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1012991.062500 Penalty: 3046.159668
	Iteration 45Q: 3 clusters Score -1012991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1013033.625000 Penalty: 3046.159668
	Iteration 46Q: 3 clusters Score -1013034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1013083.812500 Penalty: 3046.159668
	Iteration 47Q: 3 clusters Score -1013084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1013133.375000 Penalty: 3046.159668
	Iteration 48Q: 3 clusters Score -1013133 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1013186.437500 Penalty: 3046.159668
	Iteration 49Q: 3 clusters Score -1013186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1013235.875000 Penalty: 3046.159668
	Iteration 50Q: 3 clusters Score -1013236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1013300.062500 Penalty: 3046.159668
	Iteration 51Q: 3 clusters Score -1013300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1013370.625000 Penalty: 3046.159668
	Iteration 52Q: 3 clusters Score -1013371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1013432.687500 Penalty: 3046.159668
	Iteration 53Q: 3 clusters Score -1013433 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1013489.812500 Penalty: 3046.159668
	Iteration 54Q: 3 clusters Score -1013490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1013551.562500 Penalty: 3046.159668
	Iteration 55Q: 3 clusters Score -1013552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1013606.062500 Penalty: 3046.159668
	Iteration 56Q: 3 clusters Score -1013606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1013659.250000 Penalty: 3046.159668
	Iteration 57Q: 3 clusters Score -1013659 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1013712.875000 Penalty: 3046.159668
	Iteration 58Q: 3 clusters Score -1013713 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1013758.437500 Penalty: 3046.159668
	Iteration 59Q: 3 clusters Score -1013758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1013792.812500 Penalty: 3046.159668
	Iteration 60F: 3 clusters Score -1013793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1013824.687500 Penalty: 3046.159668
	Iteration 61Q: 3 clusters Score -1013825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1013847.875000 Penalty: 3046.159668
	Iteration 62Q: 3 clusters Score -1013848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1013871.812500 Penalty: 3046.159668
	Iteration 63Q: 3 clusters Score -1013872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1013888.875000 Penalty: 3046.159668
	Iteration 64Q: 3 clusters Score -1013889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1013905.000000 Penalty: 3046.159668
	Iteration 65Q: 3 clusters Score -1013905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1013924.500000 Penalty: 3046.159668
	Iteration 66Q: 3 clusters Score -1013924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1013941.375000 Penalty: 3046.159668
	Iteration 67Q: 3 clusters Score -1013941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1013960.125000 Penalty: 3046.159668
	Iteration 68Q: 3 clusters Score -1013960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1013975.125000 Penalty: 3046.159668
	Iteration 69Q: 3 clusters Score -1013975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1013990.437500 Penalty: 3046.159668
	Iteration 70Q: 3 clusters Score -1013990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1014003.187500 Penalty: 3046.159668
	Iteration 71Q: 3 clusters Score -1014003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1014012.562500 Penalty: 3046.159668
	Iteration 72Q: 3 clusters Score -1014013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1014027.312500 Penalty: 3046.159668
	Iteration 73Q: 3 clusters Score -1014027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1014036.437500 Penalty: 3046.159668
	Iteration 74Q: 3 clusters Score -1014036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1014047.062500 Penalty: 3046.159668
	Iteration 75Q: 3 clusters Score -1014047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1014056.875000 Penalty: 3046.159668
	Iteration 76Q: 3 clusters Score -1014057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1014060.500000 Penalty: 3046.159668
	Iteration 77Q: 3 clusters Score -1014060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1014065.187500 Penalty: 3046.159668
	Iteration 78Q: 3 clusters Score -1014065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1014068.000000 Penalty: 3046.159668
	Iteration 79Q: 3 clusters Score -1014068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1014068.750000 Penalty: 3046.159668
	Iteration 80F: 3 clusters Score -1014069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1014069.187500 Penalty: 3046.159668
	Iteration 81Q: 3 clusters Score -1014069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1014069.562500 Penalty: 3046.159668
	Iteration 82Q: 3 clusters Score -1014070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1014072.687500 Penalty: 3046.159668
	Iteration 83Q: 3 clusters Score -1014073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1014075.875000 Penalty: 3046.159668
	Iteration 84Q: 3 clusters Score -1014076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1014079.937500 Penalty: 3046.159668
	Iteration 85Q: 3 clusters Score -1014080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1014083.062500 Penalty: 3046.159668
	Iteration 86Q: 3 clusters Score -1014083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1014088.500000 Penalty: 3046.159668
	Iteration 87Q: 3 clusters Score -1014088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1014092.375000 Penalty: 3046.159668
	Iteration 88Q: 3 clusters Score -1014092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1014096.812500 Penalty: 3046.159668
	Iteration 89Q: 3 clusters Score -1014097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1014095.875000 Penalty: 3046.159668
	Iteration 90Q: 3 clusters Score -1014096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1014100.750000 Penalty: 3046.159668
	Iteration 91Q: 3 clusters Score -1014101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1014102.000000 Penalty: 3046.159668
	Iteration 92Q: 3 clusters Score -1014102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1014103.187500 Penalty: 3046.159668
	Iteration 93Q: 3 clusters Score -1014103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1014106.687500 Penalty: 3046.159668
	Iteration 94Q: 3 clusters Score -1014107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1014106.812500 Penalty: 3046.159668
	Iteration 95Q: 3 clusters Score -1014107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1014106.812500 Penalty: 3046.159668
	Iteration 96F: 3 clusters Score -1014107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -179019.031250 Penalty: 1247.652832
	Iteration 0F: 2 clusters Score -179019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -176845.421875 Penalty: 2495.305664
	Iteration 0F: 3 clusters Score -176845.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -177420.000000 Penalty: 2495.305664
	Iteration 1F: 3 clusters Score -177420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -177578.171875 Penalty: 2495.305664
	Iteration 2F: 3 clusters Score -177578.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -177696.703125 Penalty: 2495.305664
	Iteration 3F: 3 clusters Score -177696.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177822.000000 Penalty: 2495.305664
	Iteration 4F: 3 clusters Score -177822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177954.687500 Penalty: 2495.305664
	Iteration 5F: 3 clusters Score -177954.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -178098.437500 Penalty: 2495.305664
	Iteration 6F: 3 clusters Score -178098.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -178223.265625 Penalty: 2495.305664
	Iteration 7Q: 3 clusters Score -178223.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178306.718750 Penalty: 2495.305664
	Iteration 8Q: 3 clusters Score -178306.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -178348.609375 Penalty: 2495.305664
	Iteration 9Q: 3 clusters Score -178348.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178372.718750 Penalty: 2495.305664
	Iteration 10Q: 3 clusters Score -178372.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178396.906250 Penalty: 2495.305664
	Iteration 11Q: 3 clusters Score -178396.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -178410.187500 Penalty: 2495.305664
	Iteration 12Q: 3 clusters Score -178410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178415.593750 Penalty: 2495.305664
	Iteration 13Q: 3 clusters Score -178415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -178417.671875 Penalty: 2495.305664
	Iteration 14Q: 3 clusters Score -178417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178418.734375 Penalty: 2495.305664
	Iteration 15Q: 3 clusters Score -178418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178418.734375 Penalty: 2495.305664
	Iteration 16F: 3 clusters Score -178418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -447004.125000 Penalty: 1401.965698
	Iteration 0F: 2 clusters Score -447004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -442657.812500 Penalty: 2803.931396
	Iteration 0F: 3 clusters Score -442657.8 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -443879.093750 Penalty: 2803.931396
	Iteration 1F: 3 clusters Score -443879.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -444091.375000 Penalty: 2803.931396
	Iteration 2F: 3 clusters Score -444091.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -444263.656250 Penalty: 2803.931396
	Iteration 3F: 3 clusters Score -444263.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -444438.281250 Penalty: 2803.931396
	Iteration 4F: 3 clusters Score -444438.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -444606.718750 Penalty: 2803.931396
	Iteration 5Q: 3 clusters Score -444606.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444776.562500 Penalty: 2803.931396
	Iteration 6Q: 3 clusters Score -444776.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -444921.812500 Penalty: 2803.931396
	Iteration 7Q: 3 clusters Score -444921.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -445051.000000 Penalty: 2803.931396
	Iteration 8Q: 3 clusters Score -445051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -445150.218750 Penalty: 2803.931396
	Iteration 9Q: 3 clusters Score -445150.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -445257.125000 Penalty: 2803.931396
	Iteration 10Q: 3 clusters Score -445257.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -445366.250000 Penalty: 2803.931396
	Iteration 11Q: 3 clusters Score -445366.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -445452.156250 Penalty: 2803.931396
	Iteration 12Q: 3 clusters Score -445452.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -445505.625000 Penalty: 2803.931396
	Iteration 13Q: 3 clusters Score -445505.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -445545.625000 Penalty: 2803.931396
	Iteration 14Q: 3 clusters Score -445545.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -445582.250000 Penalty: 2803.931396
	Iteration 15Q: 3 clusters Score -445582.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -445615.625000 Penalty: 2803.931396
	Iteration 16Q: 3 clusters Score -445615.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -445644.750000 Penalty: 2803.931396
	Iteration 17Q: 3 clusters Score -445644.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -445662.875000 Penalty: 2803.931396
	Iteration 18Q: 3 clusters Score -445662.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445674.687500 Penalty: 2803.931396
	Iteration 19Q: 3 clusters Score -445674.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445685.468750 Penalty: 2803.931396
	Iteration 20F: 3 clusters Score -445685.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -445694.562500 Penalty: 2803.931396
	Iteration 21Q: 3 clusters Score -445694.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -445700.656250 Penalty: 2803.931396
	Iteration 22Q: 3 clusters Score -445700.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -445705.531250 Penalty: 2803.931396
	Iteration 23Q: 3 clusters Score -445705.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -445714.625000 Penalty: 2803.931396
	Iteration 24Q: 3 clusters Score -445714.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -445719.843750 Penalty: 2803.931396
	Iteration 25Q: 3 clusters Score -445719.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -445722.031250 Penalty: 2803.931396
	Iteration 26Q: 3 clusters Score -445722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -445724.812500 Penalty: 2803.931396
	Iteration 27Q: 3 clusters Score -445724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -445725.531250 Penalty: 2803.931396
	Iteration 28Q: 3 clusters Score -445725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445727.000000 Penalty: 2803.931396
	Iteration 29Q: 3 clusters Score -445727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445726.812500 Penalty: 2803.931396
	Iteration 30Q: 3 clusters Score -445726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -445726.562500 Penalty: 2803.931396
	Iteration 31Q: 3 clusters Score -445726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -445727.531250 Penalty: 2803.931396
	Iteration 32Q: 3 clusters Score -445727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445727.750000 Penalty: 2803.931396
	Iteration 33Q: 3 clusters Score -445727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -445728.343750 Penalty: 2803.931396
	Iteration 34Q: 3 clusters Score -445728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -445728.000000 Penalty: 2803.931396
	Iteration 35Q: 3 clusters Score -445728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -445728.812500 Penalty: 2803.931396
	Iteration 36Q: 3 clusters Score -445728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -445730.437500 Penalty: 2803.931396
	Iteration 37Q: 3 clusters Score -445730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -445730.906250 Penalty: 2803.931396
	Iteration 38Q: 3 clusters Score -445730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -445730.906250 Penalty: 2803.931396
	Iteration 39F: 3 clusters Score -445730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Entering Unmasked Estep 
Score: -4015614.750000 Penalty: 1744.013184
	Iteration 0F: 2 clusters Score -4015615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3984878.250000 Penalty: 3488.026367
	Iteration 0F: 3 clusters Score -3984878 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3997102.250000 Penalty: 3488.026367
	Iteration 1F: 3 clusters Score -3997102 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3997585.500000 Penalty: 3488.026367
	Iteration 2Q: 3 clusters Score -3997586 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3998113.250000 Penalty: 3488.026367
	Iteration 3Q: 3 clusters Score -3998113 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3998719.750000 Penalty: 3488.026367
	Iteration 4Q: 3 clusters Score -3998720 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3999486.250000 Penalty: 3488.026367
	Iteration 5Q: 3 clusters Score -3999486 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4000480.750000 Penalty: 3488.026367
	Iteration 6Q: 3 clusters Score -4000481 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4001789.250000 Penalty: 3488.026367
	Iteration 7Q: 3 clusters Score -4001789 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4003287.750000 Penalty: 3488.026367
	Iteration 8F: 3 clusters Score -4003288 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4004740.000000 Penalty: 3488.026367
	Iteration 9F: 3 clusters Score -4004740 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4006056.750000 Penalty: 3488.026367
	Iteration 10F: 3 clusters Score -4006057 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4007144.000000 Penalty: 3488.026367
	Iteration 11Q: 3 clusters Score -4007144 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4007902.250000 Penalty: 3488.026367
	Iteration 12Q: 3 clusters Score -4007902 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4008347.000000 Penalty: 3488.026367
	Iteration 13Q: 3 clusters Score -4008347 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4008663.250000 Penalty: 3488.026367
	Iteration 14Q: 3 clusters Score -4008663 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4008956.000000 Penalty: 3488.026367
	Iteration 15Q: 3 clusters Score -4008956 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4009200.750000 Penalty: 3488.026367
	Iteration 16Q: 3 clusters Score -4009201 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4009500.250000 Penalty: 3488.026367
	Iteration 17Q: 3 clusters Score -4009500 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4009795.250000 Penalty: 3488.026367
	Iteration 18Q: 3 clusters Score -4009795 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4010196.750000 Penalty: 3488.026367
	Iteration 19Q: 3 clusters Score -4010197 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4010564.500000 Penalty: 3488.026367
	Iteration 20F: 3 clusters Score -4010564 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4010986.500000 Penalty: 3488.026367
	Iteration 21Q: 3 clusters Score -4010986 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4011321.750000 Penalty: 3488.026367
	Iteration 22Q: 3 clusters Score -4011322 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4011683.000000 Penalty: 3488.026367
	Iteration 23Q: 3 clusters Score -4011683 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4012027.250000 Penalty: 3488.026367
	Iteration 24Q: 3 clusters Score -4012027 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4012350.750000 Penalty: 3488.026367
	Iteration 25Q: 3 clusters Score -4012351 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4012682.500000 Penalty: 3488.026367
	Iteration 26Q: 3 clusters Score -4012682 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4012918.750000 Penalty: 3488.026367
	Iteration 27Q: 3 clusters Score -4012919 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4013117.250000 Penalty: 3488.026367
	Iteration 28Q: 3 clusters Score -4013117 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4013277.750000 Penalty: 3488.026367
	Iteration 29Q: 3 clusters Score -4013278 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4013421.000000 Penalty: 3488.026367
	Iteration 30Q: 3 clusters Score -4013421 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4013547.000000 Penalty: 3488.026367
	Iteration 31Q: 3 clusters Score -4013547 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4013666.000000 Penalty: 3488.026367
	Iteration 32Q: 3 clusters Score -4013666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4013804.250000 Penalty: 3488.026367
	Iteration 33Q: 3 clusters Score -4013804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4013885.750000 Penalty: 3488.026367
	Iteration 34Q: 3 clusters Score -4013886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4013941.500000 Penalty: 3488.026367
	Iteration 35Q: 3 clusters Score -4013942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4013995.000000 Penalty: 3488.026367
	Iteration 36Q: 3 clusters Score -4013995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4014043.000000 Penalty: 3488.026367
	Iteration 37Q: 3 clusters Score -4014043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4014083.250000 Penalty: 3488.026367
	Iteration 38Q: 3 clusters Score -4014083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4014097.500000 Penalty: 3488.026367
	Iteration 39Q: 3 clusters Score -4014098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4014135.750000 Penalty: 3488.026367
	Iteration 40F: 3 clusters Score -4014136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4014142.500000 Penalty: 3488.026367
	Iteration 41Q: 3 clusters Score -4014142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4014164.000000 Penalty: 3488.026367
	Iteration 42Q: 3 clusters Score -4014164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4014166.000000 Penalty: 3488.026367
	Iteration 43Q: 3 clusters Score -4014166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4014174.000000 Penalty: 3488.026367
	Iteration 44Q: 3 clusters Score -4014174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4014187.000000 Penalty: 3488.026367
	Iteration 45Q: 3 clusters Score -4014187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4014185.000000 Penalty: 3488.026367
	Iteration 46Q: 3 clusters Score -4014185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4014187.250000 Penalty: 3488.026367
	Iteration 47Q: 3 clusters Score -4014187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4014197.750000 Penalty: 3488.026367
	Iteration 48Q: 3 clusters Score -4014198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4014204.750000 Penalty: 3488.026367
	Iteration 49Q: 3 clusters Score -4014205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4014207.000000 Penalty: 3488.026367
	Iteration 50Q: 3 clusters Score -4014207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4014199.500000 Penalty: 3488.026367
	Iteration 51Q: 3 clusters Score -4014200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4014202.000000 Penalty: 3488.026367
	Iteration 52Q: 3 clusters Score -4014202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4014202.250000 Penalty: 3488.026367
	Iteration 53Q: 3 clusters Score -4014202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4014203.500000 Penalty: 3488.026367
	Iteration 54Q: 3 clusters Score -4014204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4014207.250000 Penalty: 3488.026367
	Iteration 55Q: 3 clusters Score -4014207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4014209.250000 Penalty: 3488.026367
	Iteration 56Q: 3 clusters Score -4014209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4014211.500000 Penalty: 3488.026367
	Iteration 57Q: 3 clusters Score -4014212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4014207.500000 Penalty: 3488.026367
	Iteration 58Q: 3 clusters Score -4014208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4014209.750000 Penalty: 3488.026367
	Iteration 59Q: 3 clusters Score -4014210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4014208.750000 Penalty: 3488.026367
	Iteration 60F: 3 clusters Score -4014209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4014215.000000 Penalty: 3488.026367
	Iteration 61Q: 3 clusters Score -4014215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4014212.250000 Penalty: 3488.026367
	Iteration 62Q: 3 clusters Score -4014212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4014209.500000 Penalty: 3488.026367
	Iteration 63Q: 3 clusters Score -4014210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4014212.250000 Penalty: 3488.026367
	Iteration 64Q: 3 clusters Score -4014212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4014215.000000 Penalty: 3488.026367
	Iteration 65Q: 3 clusters Score -4014215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4014211.000000 Penalty: 3488.026367
	Iteration 66Q: 3 clusters Score -4014211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4014211.000000 Penalty: 3488.026367
	Iteration 67F: 3 clusters Score -4014211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Entering Unmasked Estep 
Score: -6781345.500000 Penalty: 1825.860596
	Iteration 0F: 2 clusters Score -6781346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -6730580.000000 Penalty: 3651.721191
	Iteration 0F: 3 clusters Score -6730580 nChanged 35891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -6751071.500000 Penalty: 3651.721191
	Iteration 1F: 3 clusters Score -6751072 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -6751882.500000 Penalty: 3651.721191
	Iteration 2Q: 3 clusters Score -6751882 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6753250.500000 Penalty: 3651.721191
	Iteration 3Q: 3 clusters Score -6753250 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -6755588.500000 Penalty: 3651.721191
	Iteration 4F: 3 clusters Score -6755588 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -6759688.000000 Penalty: 3651.721191
	Iteration 5F: 3 clusters Score -6759688 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -6765621.000000 Penalty: 3651.721191
	Iteration 6F: 3 clusters Score -6765621 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -6771866.000000 Penalty: 3651.721191
	Iteration 7F: 3 clusters Score -6771866 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -6776371.500000 Penalty: 3651.721191
	Iteration 8F: 3 clusters Score -6776372 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -6778533.500000 Penalty: 3651.721191
	Iteration 9Q: 3 clusters Score -6778534 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -6779402.500000 Penalty: 3651.721191
	Iteration 10Q: 3 clusters Score -6779402 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -6779765.000000 Penalty: 3651.721191
	Iteration 11Q: 3 clusters Score -6779765 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -6779989.000000 Penalty: 3651.721191
	Iteration 12Q: 3 clusters Score -6779989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -6780109.500000 Penalty: 3651.721191
	Iteration 13Q: 3 clusters Score -6780110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -6780157.500000 Penalty: 3651.721191
	Iteration 14Q: 3 clusters Score -6780158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -6780178.500000 Penalty: 3651.721191
	Iteration 15Q: 3 clusters Score -6780178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -6780195.500000 Penalty: 3651.721191
	Iteration 16Q: 3 clusters Score -6780196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -6780201.500000 Penalty: 3651.721191
	Iteration 17Q: 3 clusters Score -6780202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -6780214.000000 Penalty: 3651.721191
	Iteration 18Q: 3 clusters Score -6780214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -6780217.500000 Penalty: 3651.721191
	Iteration 19Q: 3 clusters Score -6780218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -6780215.000000 Penalty: 3651.721191
	Iteration 20F: 3 clusters Score -6780215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -6780216.500000 Penalty: 3651.721191
	Iteration 21Q: 3 clusters Score -6780216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -6780224.000000 Penalty: 3651.721191
	Iteration 22Q: 3 clusters Score -6780224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -6780228.000000 Penalty: 3651.721191
	Iteration 23Q: 3 clusters Score -6780228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -6780230.000000 Penalty: 3651.721191
	Iteration 24Q: 3 clusters Score -6780230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -6780232.500000 Penalty: 3651.721191
	Iteration 25Q: 3 clusters Score -6780232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -6780234.500000 Penalty: 3651.721191
	Iteration 26Q: 3 clusters Score -6780234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -6780229.000000 Penalty: 3651.721191
	Iteration 27Q: 3 clusters Score -6780229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -6780230.000000 Penalty: 3651.721191
	Iteration 28Q: 3 clusters Score -6780230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -6780231.000000 Penalty: 3651.721191
	Iteration 29Q: 3 clusters Score -6780231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -6780231.000000 Penalty: 3651.721191
	Iteration 30F: 3 clusters Score -6780231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -120781.609375 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -120781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119073.281250 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -119073.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -119434.453125 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -119434.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -119534.187500 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -119534.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119588.703125 Penalty: 2370.009766
	Iteration 3Q: 3 clusters Score -119588.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119628.406250 Penalty: 2370.009766
	Iteration 4Q: 3 clusters Score -119628.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -119655.281250 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -119655.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119691.054688 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -119691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -119720.539062 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -119720.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -119747.406250 Penalty: 2370.009766
	Iteration 8Q: 3 clusters Score -119747.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -119792.492188 Penalty: 2370.009766
	Iteration 9Q: 3 clusters Score -119792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119820.484375 Penalty: 2370.009766
	Iteration 10Q: 3 clusters Score -119820.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119851.437500 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -119851.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119882.843750 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -119882.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -119912.976562 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -119913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119927.820312 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -119927.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119949.070312 Penalty: 2370.009766
	Iteration 15Q: 3 clusters Score -119949.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119968.164062 Penalty: 2370.009766
	Iteration 16Q: 3 clusters Score -119968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -119979.109375 Penalty: 2370.009766
	Iteration 17Q: 3 clusters Score -119979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119985.148438 Penalty: 2370.009766
	Iteration 18Q: 3 clusters Score -119985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -119994.187500 Penalty: 2370.009766
	Iteration 19Q: 3 clusters Score -119994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -120001.453125 Penalty: 2370.009766
	Iteration 20F: 3 clusters Score -120001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120005.406250 Penalty: 2370.009766
	Iteration 21Q: 3 clusters Score -120005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -120013.000000 Penalty: 2370.009766
	Iteration 22Q: 3 clusters Score -120013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -120019.953125 Penalty: 2370.009766
	Iteration 23Q: 3 clusters Score -120020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -120024.085938 Penalty: 2370.009766
	Iteration 24Q: 3 clusters Score -120024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -120024.796875 Penalty: 2370.009766
	Iteration 25Q: 3 clusters Score -120024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -120026.875000 Penalty: 2370.009766
	Iteration 26Q: 3 clusters Score -120026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -120030.773438 Penalty: 2370.009766
	Iteration 27Q: 3 clusters Score -120030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -120035.250000 Penalty: 2370.009766
	Iteration 28Q: 3 clusters Score -120035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -120042.921875 Penalty: 2370.009766
	Iteration 29Q: 3 clusters Score -120042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -120046.945312 Penalty: 2370.009766
	Iteration 30Q: 3 clusters Score -120046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -120048.609375 Penalty: 2370.009766
	Iteration 31Q: 3 clusters Score -120048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -120050.343750 Penalty: 2370.009766
	Iteration 32Q: 3 clusters Score -120050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -120053.507812 Penalty: 2370.009766
	Iteration 33Q: 3 clusters Score -120053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -120054.984375 Penalty: 2370.009766
	Iteration 34Q: 3 clusters Score -120055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -120055.875000 Penalty: 2370.009766
	Iteration 35Q: 3 clusters Score -120055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -120057.070312 Penalty: 2370.009766
	Iteration 36Q: 3 clusters Score -120057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -120058.406250 Penalty: 2370.009766
	Iteration 37Q: 3 clusters Score -120058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -120059.242188 Penalty: 2370.009766
	Iteration 38Q: 3 clusters Score -120059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -120059.242188 Penalty: 2370.009766
	Iteration 39F: 3 clusters Score -120059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -458907.562500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -458907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -454693.343750 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -454693.3 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -456220.187500 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -456220.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -456717.687500 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -456717.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -457046.375000 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -457046.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -457263.718750 Penalty: 2795.139893
	Iteration 4F: 3 clusters Score -457263.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -457423.218750 Penalty: 2795.139893
	Iteration 5Q: 3 clusters Score -457423.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -457572.531250 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -457572.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -457697.187500 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -457697.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -457779.718750 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -457779.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -457864.343750 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -457864.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -457957.125000 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -457957.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -458037.281250 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -458037.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -458104.125000 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -458104.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -458134.187500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -458134.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -458159.937500 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -458159.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -458188.312500 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -458188.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -458214.562500 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -458214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -458231.187500 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -458231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -458255.625000 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -458255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -458267.093750 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -458267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -458273.750000 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -458273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -458278.187500 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -458278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -458285.156250 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -458285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -458294.218750 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -458294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -458296.031250 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -458296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -458296.593750 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -458296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -458296.593750 Penalty: 2795.139893
	Iteration 26F: 3 clusters Score -458296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -138014.156250 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -138014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -135897.812500 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -135897.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136621.078125 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -136621.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136856.312500 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -136856.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -136980.625000 Penalty: 2481.316650
	Iteration 3F: 3 clusters Score -136980.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137055.640625 Penalty: 2481.316650
	Iteration 4Q: 3 clusters Score -137055.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -137096.593750 Penalty: 2481.316650
	Iteration 5Q: 3 clusters Score -137096.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137131.328125 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -137131.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -137171.546875 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -137171.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -137206.453125 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -137206.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -137235.984375 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -137236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137256.765625 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -137256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137273.843750 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -137273.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137290.703125 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -137290.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -137297.578125 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -137297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -137300.781250 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -137300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -137304.671875 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -137304.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -137312.750000 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -137312.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137318.156250 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -137318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137320.812500 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -137320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137325.500000 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -137325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137331.781250 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -137331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137334.218750 Penalty: 2481.316650
	Iteration 21Q: 3 clusters Score -137334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137335.031250 Penalty: 2481.316650
	Iteration 22Q: 3 clusters Score -137335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137335.750000 Penalty: 2481.316650
	Iteration 23Q: 3 clusters Score -137335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137335.750000 Penalty: 2481.316650
	Iteration 24F: 3 clusters Score -137335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -74395.687500 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -74395.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72999.523438 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -72999.52 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73310.218750 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -73310.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73424.476562 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -73424.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73478.398438 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -73478.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73516.445312 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -73516.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73543.296875 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -73543.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -73553.250000 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -73553.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73557.414062 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -73557.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73561.312500 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -73561.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73564.843750 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -73564.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73566.757812 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -73566.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73566.757812 Penalty: 2229.033691
	Iteration 11F: 3 clusters Score -73566.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130662.781250 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128873.562500 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128873.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129364.125000 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129364.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -129480.835938 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129480.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -129546.898438 Penalty: 2401.809082
	Iteration 3Q: 3 clusters Score -129546.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -129590.507812 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -129590.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -129626.695312 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129626.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -129660.093750 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129660.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129683.031250 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -129705.468750 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129719.765625 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -129730.750000 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129730.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129742.250000 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129742.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -129751.578125 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -129754.984375 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -129755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129760.640625 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -129760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129765.085938 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -129765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129773.796875 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -129773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -129780.843750 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -129780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -129784.164062 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -129784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -129784.968750 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -129785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -129784.968750 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -129785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -67628.671875 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -67628.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66176.390625 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -66176.39 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66696.710938 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -66696.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67007.804688 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -67007.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67306.140625 Penalty: 2253.045654
	Iteration 3F: 3 clusters Score -67306.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67470.812500 Penalty: 2253.045654
	Iteration 4F: 3 clusters Score -67470.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67563.953125 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -67563.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67648.039062 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -67648.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67686.929688 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -67686.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -67718.601562 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -67718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67732.125000 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -67732.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67747.703125 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -67747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67754.617188 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -67754.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67756.445312 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -67756.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67756.851562 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -67756.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67757.187500 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -67757.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67757.187500 Penalty: 2253.045654
	Iteration 15F: 3 clusters Score -67757.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 30407 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 175389 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 136182 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 25835 members 
Mstep: Class 16 contains 81548 members 
Mstep: Class 17 contains 17212 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 33058 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 45816 members 
Mstep: Class 24 contains 75816 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 5338 members 
Mstep: Class 32 contains 92487 members 
Mstep: Class 33 contains 25859 members 
Mstep: Class 34 contains 459 members 
Entering Unmasked Estep 
Score: -76325072.000000 Penalty: 75720.648438
Splitting cluster 30 changes total score from -76325888.000000 to -76325072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -449407.031250 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -449407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -445219.531250 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -445219.5 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -446490.531250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -446490.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -446726.843750 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -446726.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -446930.343750 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -446930.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -447148.343750 Penalty: 2789.347168
	Iteration 4F: 3 clusters Score -447148.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -447390.093750 Penalty: 2789.347168
	Iteration 5F: 3 clusters Score -447390.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -447671.093750 Penalty: 2789.347168
	Iteration 6F: 3 clusters Score -447671.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -447921.000000 Penalty: 2789.347168
	Iteration 7F: 3 clusters Score -447921 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -448139.468750 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -448139.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -448268.656250 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -448268.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -448368.531250 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -448368.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -448426.500000 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -448426.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -448454.156250 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -448454.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -448470.187500 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -448470.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -448479.531250 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -448479.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -448485.156250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -448485.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -448488.843750 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -448488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -448490.843750 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -448490.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -448491.812500 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -448491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -448496.062500 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -448496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -448497.281250 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -448497.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -448500.843750 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -448500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -448502.906250 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -448502.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -448504.312500 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -448504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -448508.843750 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -448508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -448511.562500 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -448511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -448514.625000 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -448514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -448516.718750 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -448516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -448518.218750 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -448518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -448520.250000 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -448520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -448520.906250 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -448520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -448522.125000 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -448522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -448523.937500 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -448523.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -448524.968750 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -448525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -448523.906250 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -448523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -448523.906250 Penalty: 2789.347168
	Iteration 35F: 3 clusters Score -448523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (92487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Entering Unmasked Estep 
Score: -8306164.000000 Penalty: 1858.158691
	Iteration 0F: 2 clusters Score -8306164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8244093.500000 Penalty: 3716.317383
	Iteration 0F: 3 clusters Score -8244094 nChanged 44262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -8269677.000000 Penalty: 3716.317383
	Iteration 1F: 3 clusters Score -8269677 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8270194.000000 Penalty: 3716.317383
	Iteration 2Q: 3 clusters Score -8270194 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -8270742.000000 Penalty: 3716.317383
	Iteration 3Q: 3 clusters Score -8270742 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -8271354.500000 Penalty: 3716.317383
	Iteration 4Q: 3 clusters Score -8271354 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -8272184.000000 Penalty: 3716.317383
	Iteration 5Q: 3 clusters Score -8272184 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -8273383.500000 Penalty: 3716.317383
	Iteration 6Q: 3 clusters Score -8273384 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -8275492.500000 Penalty: 3716.317383
	Iteration 7Q: 3 clusters Score -8275492 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -8278935.500000 Penalty: 3716.317383
	Iteration 8F: 3 clusters Score -8278936 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -8284326.500000 Penalty: 3716.317383
	Iteration 9F: 3 clusters Score -8284326 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -8291097.500000 Penalty: 3716.317383
	Iteration 10F: 3 clusters Score -8291098 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -8297497.000000 Penalty: 3716.317383
	Iteration 11F: 3 clusters Score -8297497 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -8301737.500000 Penalty: 3716.317383
	Iteration 12Q: 3 clusters Score -8301738 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8303560.500000 Penalty: 3716.317383
	Iteration 13Q: 3 clusters Score -8303560 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -8304198.500000 Penalty: 3716.317383
	Iteration 14Q: 3 clusters Score -8304198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -8304364.000000 Penalty: 3716.317383
	Iteration 15Q: 3 clusters Score -8304364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -8304446.500000 Penalty: 3716.317383
	Iteration 16Q: 3 clusters Score -8304446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -8304469.500000 Penalty: 3716.317383
	Iteration 17Q: 3 clusters Score -8304470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -8304472.000000 Penalty: 3716.317383
	Iteration 18Q: 3 clusters Score -8304472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -8304478.500000 Penalty: 3716.317383
	Iteration 19Q: 3 clusters Score -8304478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -8304478.500000 Penalty: 3716.317383
	Iteration 20F: 3 clusters Score -8304478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Entering Unmasked Estep 
Score: -2025108.500000 Penalty: 1651.067261
	Iteration 0F: 2 clusters Score -2025108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2007624.125000 Penalty: 3302.134521
	Iteration 0F: 3 clusters Score -2007624 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2014593.625000 Penalty: 3302.134521
	Iteration 1F: 3 clusters Score -2014594 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2015191.625000 Penalty: 3302.134521
	Iteration 2F: 3 clusters Score -2015192 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2015720.750000 Penalty: 3302.134521
	Iteration 3F: 3 clusters Score -2015721 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2016190.375000 Penalty: 3302.134521
	Iteration 4Q: 3 clusters Score -2016190 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2016602.250000 Penalty: 3302.134521
	Iteration 5Q: 3 clusters Score -2016602 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2017018.000000 Penalty: 3302.134521
	Iteration 6Q: 3 clusters Score -2017018 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2017540.250000 Penalty: 3302.134521
	Iteration 7Q: 3 clusters Score -2017540 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2018116.250000 Penalty: 3302.134521
	Iteration 8Q: 3 clusters Score -2018116 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2018755.125000 Penalty: 3302.134521
	Iteration 9Q: 3 clusters Score -2018755 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2019429.750000 Penalty: 3302.134521
	Iteration 10Q: 3 clusters Score -2019430 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2019991.250000 Penalty: 3302.134521
	Iteration 11Q: 3 clusters Score -2019991 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2020403.375000 Penalty: 3302.134521
	Iteration 12Q: 3 clusters Score -2020403 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2020652.125000 Penalty: 3302.134521
	Iteration 13Q: 3 clusters Score -2020652 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2020795.625000 Penalty: 3302.134521
	Iteration 14Q: 3 clusters Score -2020796 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2020891.750000 Penalty: 3302.134521
	Iteration 15Q: 3 clusters Score -2020892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2020967.625000 Penalty: 3302.134521
	Iteration 16Q: 3 clusters Score -2020968 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2021036.750000 Penalty: 3302.134521
	Iteration 17Q: 3 clusters Score -2021037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2021101.000000 Penalty: 3302.134521
	Iteration 18Q: 3 clusters Score -2021101 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2021156.375000 Penalty: 3302.134521
	Iteration 19Q: 3 clusters Score -2021156 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2021219.250000 Penalty: 3302.134521
	Iteration 20F: 3 clusters Score -2021219 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2021286.000000 Penalty: 3302.134521
	Iteration 21Q: 3 clusters Score -2021286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2021333.250000 Penalty: 3302.134521
	Iteration 22Q: 3 clusters Score -2021333 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2021392.625000 Penalty: 3302.134521
	Iteration 23Q: 3 clusters Score -2021393 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2021448.625000 Penalty: 3302.134521
	Iteration 24Q: 3 clusters Score -2021449 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2021503.875000 Penalty: 3302.134521
	Iteration 25Q: 3 clusters Score -2021504 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2021581.125000 Penalty: 3302.134521
	Iteration 26Q: 3 clusters Score -2021581 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2021657.625000 Penalty: 3302.134521
	Iteration 27Q: 3 clusters Score -2021658 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2021731.625000 Penalty: 3302.134521
	Iteration 28Q: 3 clusters Score -2021732 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2021828.375000 Penalty: 3302.134521
	Iteration 29Q: 3 clusters Score -2021828 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2021919.375000 Penalty: 3302.134521
	Iteration 30Q: 3 clusters Score -2021919 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2022037.000000 Penalty: 3302.134521
	Iteration 31Q: 3 clusters Score -2022037 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2022165.000000 Penalty: 3302.134521
	Iteration 32Q: 3 clusters Score -2022165 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2022308.875000 Penalty: 3302.134521
	Iteration 33Q: 3 clusters Score -2022309 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2022440.375000 Penalty: 3302.134521
	Iteration 34Q: 3 clusters Score -2022440 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2022574.625000 Penalty: 3302.134521
	Iteration 35Q: 3 clusters Score -2022575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2022714.875000 Penalty: 3302.134521
	Iteration 36Q: 3 clusters Score -2022715 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2022877.000000 Penalty: 3302.134521
	Iteration 37Q: 3 clusters Score -2022877 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2023000.125000 Penalty: 3302.134521
	Iteration 38Q: 3 clusters Score -2023000 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2023110.500000 Penalty: 3302.134521
	Iteration 39Q: 3 clusters Score -2023110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2023208.375000 Penalty: 3302.134521
	Iteration 40F: 3 clusters Score -2023208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2023285.750000 Penalty: 3302.134521
	Iteration 41Q: 3 clusters Score -2023286 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2023357.375000 Penalty: 3302.134521
	Iteration 42Q: 3 clusters Score -2023357 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2023420.375000 Penalty: 3302.134521
	Iteration 43Q: 3 clusters Score -2023420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2023466.375000 Penalty: 3302.134521
	Iteration 44Q: 3 clusters Score -2023466 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2023523.125000 Penalty: 3302.134521
	Iteration 45Q: 3 clusters Score -2023523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2023572.500000 Penalty: 3302.134521
	Iteration 46Q: 3 clusters Score -2023572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2023608.250000 Penalty: 3302.134521
	Iteration 47Q: 3 clusters Score -2023608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2023637.125000 Penalty: 3302.134521
	Iteration 48Q: 3 clusters Score -2023637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2023656.875000 Penalty: 3302.134521
	Iteration 49Q: 3 clusters Score -2023657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2023678.875000 Penalty: 3302.134521
	Iteration 50Q: 3 clusters Score -2023679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2023699.125000 Penalty: 3302.134521
	Iteration 51Q: 3 clusters Score -2023699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2023717.875000 Penalty: 3302.134521
	Iteration 52Q: 3 clusters Score -2023718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2023734.625000 Penalty: 3302.134521
	Iteration 53Q: 3 clusters Score -2023735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2023750.500000 Penalty: 3302.134521
	Iteration 54Q: 3 clusters Score -2023750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2023769.500000 Penalty: 3302.134521
	Iteration 55Q: 3 clusters Score -2023770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2023782.500000 Penalty: 3302.134521
	Iteration 56Q: 3 clusters Score -2023782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2023790.375000 Penalty: 3302.134521
	Iteration 57Q: 3 clusters Score -2023790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2023796.750000 Penalty: 3302.134521
	Iteration 58Q: 3 clusters Score -2023797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2023810.250000 Penalty: 3302.134521
	Iteration 59Q: 3 clusters Score -2023810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2023819.750000 Penalty: 3302.134521
	Iteration 60F: 3 clusters Score -2023820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2023822.500000 Penalty: 3302.134521
	Iteration 61Q: 3 clusters Score -2023822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2023825.375000 Penalty: 3302.134521
	Iteration 62Q: 3 clusters Score -2023825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2023826.375000 Penalty: 3302.134521
	Iteration 63Q: 3 clusters Score -2023826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2023837.375000 Penalty: 3302.134521
	Iteration 64Q: 3 clusters Score -2023837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2023844.250000 Penalty: 3302.134521
	Iteration 65Q: 3 clusters Score -2023844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2023851.250000 Penalty: 3302.134521
	Iteration 66Q: 3 clusters Score -2023851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2023851.500000 Penalty: 3302.134521
	Iteration 67Q: 3 clusters Score -2023852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2023854.625000 Penalty: 3302.134521
	Iteration 68Q: 3 clusters Score -2023855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2023856.750000 Penalty: 3302.134521
	Iteration 69Q: 3 clusters Score -2023857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2023856.750000 Penalty: 3302.134521
	Iteration 70F: 3 clusters Score -2023857 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -227974128.000000 Penalty: 79384.882812
24->34 Clusters: Score -227974128.000000, best is -227959120.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 895461 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 37104 members 
Mstep: Class 3 contains 37562 members 
Mstep: Class 4 contains 37498 members 
Mstep: Class 5 contains 37127 members 
Mstep: Class 6 contains 37154 members 
Mstep: Class 7 contains 37438 members 
Mstep: Class 8 contains 37132 members 
Mstep: Class 9 contains 37477 members 
Mstep: Class 10 contains 36996 members 
Mstep: Class 11 contains 37442 members 
Mstep: Class 12 contains 37436 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 37605 members 
Mstep: Class 16 contains 37273 members 
Mstep: Class 17 contains 37709 members 
Mstep: Class 18 contains 37422 members 
Mstep: Class 19 contains 37259 members 
Mstep: Class 20 contains 36989 members 
Mstep: Class 21 contains 37262 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 37266 members 
Mstep: Class 24 contains 37367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 767.245117 but Gain 2227.078125
Score: -71083520.000000 Penalty: 51222.789062
Iteration 0F: 24 clusters Score -7.108352e+07 nChanged 852888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1047 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 28661 members 
Mstep: Class 3 contains 18583 members 
Mstep: Class 4 contains 52263 members 
Mstep: Class 5 contains 24686 members 
Mstep: Class 6 contains 22331 members 
Mstep: Class 7 contains 46209 members 
Mstep: Class 8 contains 20476 members 
Mstep: Class 9 contains 45050 members 
Mstep: Class 10 contains 28521 members 
Mstep: Class 11 contains 39052 members 
Mstep: Class 12 contains 34689 members 
Mstep: Class 13 contains 23258 members 
Mstep: Class 14 contains 27890 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 42151 members 
Mstep: Class 17 contains 48259 members 
Mstep: Class 18 contains 33418 members 
Mstep: Class 19 contains 29186 members 
Mstep: Class 20 contains 23477 members 
Mstep: Class 21 contains 24501 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 24 contains 36664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74427272.000000 Penalty: 51222.789062
Iteration 1F: 24 clusters Score -7.442727e+07 nChanged 349396
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 298052 members 
Mstep: Class 2 contains 24368 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 61661 members 
Mstep: Class 5 contains 21025 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 7 contains 39266 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 34886 members 
Mstep: Class 10 contains 24738 members 
Mstep: Class 11 contains 25287 members 
Mstep: Class 12 contains 20979 members 
Mstep: Class 13 contains 18250 members 
Mstep: Class 14 contains 19226 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 35260 members 
Mstep: Class 17 contains 48170 members 
Mstep: Class 18 contains 32392 members 
Mstep: Class 19 contains 20558 members 
Mstep: Class 20 contains 15667 members 
Mstep: Class 21 contains 25418 members 
Mstep: Class 22 contains 36391 members 
Mstep: Class 24 contains 33601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75143152.000000 Penalty: 51222.789062
Iteration 2F: 24 clusters Score -7.514315e+07 nChanged 224610
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 371552 members 
Mstep: Class 2 contains 21321 members 
Mstep: Class 3 contains 12326 members 
Mstep: Class 4 contains 50026 members 
Mstep: Class 5 contains 19587 members 
Mstep: Class 6 contains 16265 members 
Mstep: Class 7 contains 35663 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 46095 members 
Mstep: Class 10 contains 26120 members 
Mstep: Class 11 contains 17072 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 15159 members 
Mstep: Class 14 contains 14370 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 28863 members 
Mstep: Class 17 contains 44021 members 
Mstep: Class 18 contains 28272 members 
Mstep: Class 19 contains 13674 members 
Mstep: Class 20 contains 10015 members 
Mstep: Class 21 contains 23122 members 
Mstep: Class 22 contains 29996 members 
Mstep: Class 24 contains 33626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75460616.000000 Penalty: 51222.789062
Iteration 3F: 24 clusters Score -7.546062e+07 nChanged 145888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 398032 members 
Mstep: Class 2 contains 20296 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 40503 members 
Mstep: Class 5 contains 18673 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 37493 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 58435 members 
Mstep: Class 10 contains 32650 members 
Mstep: Class 11 contains 12416 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 11878 members 
Mstep: Class 14 contains 12672 members 
Mstep: Class 15 contains 18535 members 
Mstep: Class 16 contains 27454 members 
Mstep: Class 17 contains 41146 members 
Mstep: Class 18 contains 23481 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 20323 members 
Mstep: Class 22 contains 29415 members 
Mstep: Class 24 contains 35775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75627320.000000 Penalty: 51222.789062
Iteration 4F: 24 clusters Score -7.562732e+07 nChanged 100951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 401186 members 
Mstep: Class 2 contains 20221 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 35995 members 
Mstep: Class 5 contains 16816 members 
Mstep: Class 6 contains 13384 members 
Mstep: Class 7 contains 41104 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 64959 members 
Mstep: Class 10 contains 41703 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 8764 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 27526 members 
Mstep: Class 17 contains 40284 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 18648 members 
Mstep: Class 22 contains 31495 members 
Mstep: Class 24 contains 38109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75724240.000000 Penalty: 51222.789062
Iteration 5F: 24 clusters Score -7.572424e+07 nChanged 78113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 393785 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 33484 members 
Mstep: Class 5 contains 14442 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 44115 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 68583 members 
Mstep: Class 10 contains 50949 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 18076 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 42978 members 
Mstep: Class 18 contains 18496 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 21 contains 17403 members 
Mstep: Class 22 contains 33199 members 
Mstep: Class 24 contains 40507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75795400.000000 Penalty: 51222.789062
Iteration 6F: 24 clusters Score -7.57954e+07 nChanged 67098
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 381517 members 
Mstep: Class 2 contains 20573 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 31577 members 
Mstep: Class 5 contains 11728 members 
Mstep: Class 6 contains 14570 members 
Mstep: Class 7 contains 45964 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 70664 members 
Mstep: Class 10 contains 59897 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 11696 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 27100 members 
Mstep: Class 17 contains 48656 members 
Mstep: Class 18 contains 16739 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 34430 members 
Mstep: Class 24 contains 42294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75856232.000000 Penalty: 51222.789062
Iteration 7F: 24 clusters Score -7.585623e+07 nChanged 61068
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 366626 members 
Mstep: Class 2 contains 20325 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 30362 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 46939 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 71765 members 
Mstep: Class 10 contains 68403 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 11805 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 26275 members 
Mstep: Class 17 contains 56286 members 
Mstep: Class 18 contains 15348 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 35631 members 
Mstep: Class 24 contains 43336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75913704.000000 Penalty: 51222.789062
Iteration 8F: 24 clusters Score -7.59137e+07 nChanged 56295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 350600 members 
Mstep: Class 2 contains 19975 members 
Mstep: Class 3 contains 9096 members 
Mstep: Class 4 contains 29307 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 18028 members 
Mstep: Class 7 contains 47959 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 72433 members 
Mstep: Class 10 contains 76434 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 11960 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 25299 members 
Mstep: Class 17 contains 64952 members 
Mstep: Class 18 contains 14161 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 7796 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 36747 members 
Mstep: Class 24 contains 43895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75965680.000000 Penalty: 51222.789062
Iteration 9F: 24 clusters Score -7.596568e+07 nChanged 49961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 335490 members 
Mstep: Class 2 contains 19749 members 
Mstep: Class 3 contains 9145 members 
Mstep: Class 4 contains 27745 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 19305 members 
Mstep: Class 7 contains 49368 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 72884 members 
Mstep: Class 10 contains 84519 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 5902 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 16314 members 
Mstep: Class 16 contains 24309 members 
Mstep: Class 17 contains 73240 members 
Mstep: Class 18 contains 13122 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 15248 members 
Mstep: Class 22 contains 37853 members 
Mstep: Class 24 contains 43650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76010456.000000 Penalty: 51222.789062
Iteration 10F: 24 clusters Score -7.601046e+07 nChanged 44183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 322202 members 
Mstep: Class 2 contains 19793 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 25430 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 20049 members 
Mstep: Class 7 contains 51136 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 73049 members 
Mstep: Class 10 contains 93047 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 12038 members 
Mstep: Class 15 contains 15549 members 
Mstep: Class 16 contains 23450 members 
Mstep: Class 17 contains 80738 members 
Mstep: Class 18 contains 12208 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 9439 members 
Mstep: Class 21 contains 15273 members 
Mstep: Class 22 contains 38506 members 
Mstep: Class 24 contains 42603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1969.782593 but Gain 2227.078125
Score: -76048760.000000 Penalty: 48995.710938
Iteration 11Q: 23 clusters Score -7.604876e+07 nChanged 40853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 311040 members 
Mstep: Class 2 contains 20357 members 
Mstep: Class 3 contains 8949 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 6 contains 20178 members 
Mstep: Class 7 contains 53147 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 73046 members 
Mstep: Class 10 contains 101637 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 7116 members 
Mstep: Class 14 contains 12043 members 
Mstep: Class 15 contains 14862 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 88399 members 
Mstep: Class 18 contains 11366 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 10161 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 38918 members 
Mstep: Class 24 contains 41294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76080496.000000 Penalty: 48995.710938
Iteration 12Q: 23 clusters Score -7.60805e+07 nChanged 33741
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301758 members 
Mstep: Class 2 contains 21185 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 19452 members 
Mstep: Class 6 contains 19983 members 
Mstep: Class 7 contains 54717 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 72826 members 
Mstep: Class 10 contains 109859 members 
Mstep: Class 11 contains 9866 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 7594 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 14079 members 
Mstep: Class 16 contains 21914 members 
Mstep: Class 17 contains 93730 members 
Mstep: Class 18 contains 10630 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 10883 members 
Mstep: Class 21 contains 15678 members 
Mstep: Class 22 contains 38875 members 
Mstep: Class 24 contains 39499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76101736.000000 Penalty: 48995.710938
Iteration 13Q: 23 clusters Score -7.610174e+07 nChanged 29208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 293930 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 8591 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 6 contains 19581 members 
Mstep: Class 7 contains 56161 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 72521 members 
Mstep: Class 10 contains 117171 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 11945 members 
Mstep: Class 15 contains 13479 members 
Mstep: Class 16 contains 21311 members 
Mstep: Class 17 contains 98345 members 
Mstep: Class 18 contains 9955 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 11611 members 
Mstep: Class 21 contains 15985 members 
Mstep: Class 22 contains 38726 members 
Mstep: Class 24 contains 37977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76118880.000000 Penalty: 48995.710938
Iteration 14Q: 23 clusters Score -7.611888e+07 nChanged 25210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 287315 members 
Mstep: Class 2 contains 23154 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 6 contains 19158 members 
Mstep: Class 7 contains 57338 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 72160 members 
Mstep: Class 10 contains 123452 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 6857 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 11819 members 
Mstep: Class 15 contains 13091 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 17 contains 102267 members 
Mstep: Class 18 contains 9345 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 16311 members 
Mstep: Class 22 contains 38611 members 
Mstep: Class 24 contains 36778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76133024.000000 Penalty: 48995.710938
Iteration 15Q: 23 clusters Score -7.613302e+07 nChanged 21913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 281535 members 
Mstep: Class 2 contains 24138 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 11188 members 
Mstep: Class 6 contains 18692 members 
Mstep: Class 7 contains 58210 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 71765 members 
Mstep: Class 10 contains 128956 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 6662 members 
Mstep: Class 13 contains 8616 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 16 contains 20355 members 
Mstep: Class 17 contains 105629 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 16639 members 
Mstep: Class 22 contains 38484 members 
Mstep: Class 24 contains 35829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76143632.000000 Penalty: 48995.710938
Iteration 16Q: 23 clusters Score -7.614363e+07 nChanged 18815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 276665 members 
Mstep: Class 2 contains 24988 members 
Mstep: Class 3 contains 8084 members 
Mstep: Class 4 contains 9097 members 
Mstep: Class 6 contains 18209 members 
Mstep: Class 7 contains 58747 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 71308 members 
Mstep: Class 10 contains 133698 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 11627 members 
Mstep: Class 15 contains 12692 members 
Mstep: Class 16 contains 20095 members 
Mstep: Class 17 contains 108428 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 13367 members 
Mstep: Class 21 contains 17067 members 
Mstep: Class 22 contains 38406 members 
Mstep: Class 24 contains 35086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76151160.000000 Penalty: 48995.710938
Iteration 17Q: 23 clusters Score -7.615116e+07 nChanged 16261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 272531 members 
Mstep: Class 2 contains 25634 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 7394 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 58967 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 70869 members 
Mstep: Class 10 contains 137792 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 9047 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 19925 members 
Mstep: Class 17 contains 110700 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 13846 members 
Mstep: Class 21 contains 17494 members 
Mstep: Class 22 contains 38344 members 
Mstep: Class 24 contains 34549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76156920.000000 Penalty: 48995.710938
Iteration 18Q: 23 clusters Score -7.615692e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 269165 members 
Mstep: Class 2 contains 26153 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 6 contains 17183 members 
Mstep: Class 7 contains 59038 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 70464 members 
Mstep: Class 10 contains 141081 members 
Mstep: Class 11 contains 8593 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 9240 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 12836 members 
Mstep: Class 16 contains 19804 members 
Mstep: Class 17 contains 112642 members 
Mstep: Class 18 contains 7137 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 14239 members 
Mstep: Class 21 contains 17961 members 
Mstep: Class 22 contains 38302 members 
Mstep: Class 24 contains 34141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76161464.000000 Penalty: 48995.710938
Iteration 19Q: 23 clusters Score -7.616146e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 266426 members 
Mstep: Class 2 contains 26556 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 58984 members 
Mstep: Class 8 contains 3562 members 
Mstep: Class 9 contains 70126 members 
Mstep: Class 10 contains 143739 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 13062 members 
Mstep: Class 16 contains 19709 members 
Mstep: Class 17 contains 114198 members 
Mstep: Class 18 contains 6637 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 38330 members 
Mstep: Class 24 contains 33843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76167056.000000 Penalty: 48995.710938
Iteration 20F: 23 clusters Score -7.616706e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 264229 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 6 contains 16090 members 
Mstep: Class 7 contains 58869 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 69772 members 
Mstep: Class 10 contains 145727 members 
Mstep: Class 11 contains 8416 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 13990 members 
Mstep: Class 16 contains 19602 members 
Mstep: Class 17 contains 115443 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 21 contains 18760 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 24 contains 33573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76171472.000000 Penalty: 48995.710938
Iteration 21Q: 23 clusters Score -7.617147e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 262440 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 6 contains 15620 members 
Mstep: Class 7 contains 58815 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 69463 members 
Mstep: Class 10 contains 147254 members 
Mstep: Class 11 contains 8365 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 14878 members 
Mstep: Class 16 contains 19475 members 
Mstep: Class 17 contains 116410 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 14954 members 
Mstep: Class 21 contains 19053 members 
Mstep: Class 22 contains 38455 members 
Mstep: Class 24 contains 33284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76175552.000000 Penalty: 48995.710938
Iteration 22Q: 23 clusters Score -7.617555e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 261012 members 
Mstep: Class 2 contains 27524 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 6 contains 15131 members 
Mstep: Class 7 contains 58900 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 69157 members 
Mstep: Class 10 contains 148421 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 12 contains 6807 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 10706 members 
Mstep: Class 15 contains 15762 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 117116 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 15101 members 
Mstep: Class 21 contains 19225 members 
Mstep: Class 22 contains 38569 members 
Mstep: Class 24 contains 32972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76179496.000000 Penalty: 48995.710938
Iteration 23Q: 23 clusters Score -7.61795e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 259844 members 
Mstep: Class 2 contains 27729 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 6 contains 14698 members 
Mstep: Class 7 contains 58992 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 68901 members 
Mstep: Class 10 contains 149342 members 
Mstep: Class 11 contains 8257 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 10550 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 16 contains 19197 members 
Mstep: Class 17 contains 117614 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 15247 members 
Mstep: Class 21 contains 19318 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 24 contains 32624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76182840.000000 Penalty: 48995.710938
Iteration 24Q: 23 clusters Score -7.618284e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 258876 members 
Mstep: Class 2 contains 27910 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 6 contains 14307 members 
Mstep: Class 7 contains 59107 members 
Mstep: Class 8 contains 5348 members 
Mstep: Class 9 contains 68666 members 
Mstep: Class 10 contains 150052 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 10131 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 17713 members 
Mstep: Class 16 contains 19055 members 
Mstep: Class 17 contains 118021 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 19385 members 
Mstep: Class 22 contains 38877 members 
Mstep: Class 24 contains 32268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76184824.000000 Penalty: 48995.710938
Iteration 25Q: 23 clusters Score -7.618482e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 258040 members 
Mstep: Class 2 contains 28034 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 6 contains 13964 members 
Mstep: Class 7 contains 59255 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 68431 members 
Mstep: Class 10 contains 150635 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 15 contains 18773 members 
Mstep: Class 16 contains 18920 members 
Mstep: Class 17 contains 118344 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 19372 members 
Mstep: Class 22 contains 39009 members 
Mstep: Class 24 contains 31863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76186816.000000 Penalty: 48995.710938
Iteration 26Q: 23 clusters Score -7.618682e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 257316 members 
Mstep: Class 2 contains 28134 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 59439 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 68216 members 
Mstep: Class 10 contains 151143 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 18788 members 
Mstep: Class 17 contains 118521 members 
Mstep: Class 18 contains 4365 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 15621 members 
Mstep: Class 21 contains 19261 members 
Mstep: Class 22 contains 39134 members 
Mstep: Class 24 contains 31466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2220.953125 but Gain 2227.078125
Score: -76188464.000000 Penalty: 46768.632812
Iteration 27Q: 22 clusters Score -7.618846e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 256735 members 
Mstep: Class 2 contains 28253 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 6 contains 13536 members 
Mstep: Class 7 contains 59576 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 67978 members 
Mstep: Class 10 contains 152562 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 7450 members 
Mstep: Class 13 contains 10342 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 20383 members 
Mstep: Class 16 contains 18690 members 
Mstep: Class 17 contains 119018 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 15774 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 39274 members 
Mstep: Class 24 contains 31154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76190880.000000 Penalty: 46768.632812
Iteration 28Q: 22 clusters Score -7.619088e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 256212 members 
Mstep: Class 2 contains 28333 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 6 contains 13407 members 
Mstep: Class 7 contains 59718 members 
Mstep: Class 8 contains 6912 members 
Mstep: Class 9 contains 67719 members 
Mstep: Class 10 contains 152808 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 20936 members 
Mstep: Class 16 contains 18618 members 
Mstep: Class 17 contains 118968 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 15887 members 
Mstep: Class 21 contains 19061 members 
Mstep: Class 22 contains 39428 members 
Mstep: Class 24 contains 30903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76191568.000000 Penalty: 46768.632812
Iteration 29Q: 22 clusters Score -7.619157e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 255769 members 
Mstep: Class 2 contains 28399 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 6 contains 13307 members 
Mstep: Class 7 contains 59873 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 67404 members 
Mstep: Class 10 contains 153037 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 7734 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 9769 members 
Mstep: Class 15 contains 21389 members 
Mstep: Class 16 contains 18567 members 
Mstep: Class 17 contains 118871 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 15977 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 39584 members 
Mstep: Class 24 contains 30691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76193800.000000 Penalty: 46768.632812
Iteration 30Q: 22 clusters Score -7.61938e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 255384 members 
Mstep: Class 2 contains 28460 members 
Mstep: Class 3 contains 4337 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 60065 members 
Mstep: Class 8 contains 7815 members 
Mstep: Class 9 contains 67037 members 
Mstep: Class 10 contains 153200 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 21710 members 
Mstep: Class 16 contains 18545 members 
Mstep: Class 17 contains 118721 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 16086 members 
Mstep: Class 21 contains 18872 members 
Mstep: Class 22 contains 39770 members 
Mstep: Class 24 contains 30532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76195784.000000 Penalty: 46768.632812
Iteration 31Q: 22 clusters Score -7.619578e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 255109 members 
Mstep: Class 2 contains 28512 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 6 contains 13218 members 
Mstep: Class 7 contains 60246 members 
Mstep: Class 8 contains 8325 members 
Mstep: Class 9 contains 66629 members 
Mstep: Class 10 contains 153279 members 
Mstep: Class 11 contains 7762 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 21969 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 118543 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 16169 members 
Mstep: Class 21 contains 18636 members 
Mstep: Class 22 contains 39984 members 
Mstep: Class 24 contains 30435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76196568.000000 Penalty: 46768.632812
Iteration 32Q: 22 clusters Score -7.619657e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254865 members 
Mstep: Class 2 contains 28563 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 6 contains 13196 members 
Mstep: Class 7 contains 60511 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 66112 members 
Mstep: Class 10 contains 153340 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 10566 members 
Mstep: Class 14 contains 9307 members 
Mstep: Class 15 contains 22163 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 17 contains 118332 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 16227 members 
Mstep: Class 21 contains 18453 members 
Mstep: Class 22 contains 40211 members 
Mstep: Class 24 contains 30384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76197312.000000 Penalty: 46768.632812
Iteration 33Q: 22 clusters Score -7.619731e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254674 members 
Mstep: Class 2 contains 28596 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 6 contains 13178 members 
Mstep: Class 7 contains 60759 members 
Mstep: Class 8 contains 9278 members 
Mstep: Class 9 contains 65599 members 
Mstep: Class 10 contains 153356 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 8222 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 9202 members 
Mstep: Class 15 contains 22330 members 
Mstep: Class 16 contains 18466 members 
Mstep: Class 17 contains 118118 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 20 contains 16290 members 
Mstep: Class 21 contains 18342 members 
Mstep: Class 22 contains 40478 members 
Mstep: Class 24 contains 30348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76198032.000000 Penalty: 46768.632812
Iteration 34Q: 22 clusters Score -7.619803e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254498 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 7 contains 61010 members 
Mstep: Class 8 contains 9640 members 
Mstep: Class 9 contains 65105 members 
Mstep: Class 10 contains 153377 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 9107 members 
Mstep: Class 15 contains 22445 members 
Mstep: Class 16 contains 18460 members 
Mstep: Class 17 contains 117922 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 16362 members 
Mstep: Class 21 contains 18251 members 
Mstep: Class 22 contains 40768 members 
Mstep: Class 24 contains 30326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76198400.000000 Penalty: 46768.632812
Iteration 35Q: 22 clusters Score -7.61984e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254344 members 
Mstep: Class 2 contains 28621 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 6 contains 13173 members 
Mstep: Class 7 contains 61332 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 64610 members 
Mstep: Class 10 contains 153382 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 10622 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 22597 members 
Mstep: Class 16 contains 18451 members 
Mstep: Class 17 contains 117678 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 16415 members 
Mstep: Class 21 contains 18229 members 
Mstep: Class 22 contains 41074 members 
Mstep: Class 24 contains 30306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76198792.000000 Penalty: 46768.632812
Iteration 36Q: 22 clusters Score -7.619879e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254216 members 
Mstep: Class 2 contains 28614 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 6 contains 13166 members 
Mstep: Class 7 contains 61733 members 
Mstep: Class 8 contains 10239 members 
Mstep: Class 9 contains 64120 members 
Mstep: Class 10 contains 153380 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 8882 members 
Mstep: Class 15 contains 22724 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 117374 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 16457 members 
Mstep: Class 21 contains 18193 members 
Mstep: Class 22 contains 41399 members 
Mstep: Class 24 contains 30304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76199136.000000 Penalty: 46768.632812
Iteration 37Q: 22 clusters Score -7.619914e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 254098 members 
Mstep: Class 2 contains 28601 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 6 contains 13157 members 
Mstep: Class 7 contains 62196 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 63671 members 
Mstep: Class 10 contains 153353 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 8772 members 
Mstep: Class 15 contains 22816 members 
Mstep: Class 16 contains 18404 members 
Mstep: Class 17 contains 117020 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 18161 members 
Mstep: Class 22 contains 41719 members 
Mstep: Class 24 contains 30318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76199680.000000 Penalty: 46768.632812
Iteration 38Q: 22 clusters Score -7.619968e+07 nChanged 2672
Entering ConstructFrom: 
Score: -76199680.000000 Penalty: 46768.632812
Entering ConstructFrom: 
Trying to split cluster 1 (253995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253995 members 
Entering Unmasked Estep 
Score: -22878712.000000 Penalty: 2022.323975
	Iteration 0F: 2 clusters Score -2.287871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -22708378.000000 Penalty: 4044.647949
	Iteration 0F: 3 clusters Score -2.270838e+07 nChanged 123443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -22782908.000000 Penalty: 4044.647949
	Iteration 1F: 3 clusters Score -2.278291e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 140277 members 
Entering Unmasked Estep 
Score: -22785234.000000 Penalty: 4044.647949
	Iteration 2Q: 3 clusters Score -2.278523e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 148206 members 
Entering Unmasked Estep 
Score: -22789310.000000 Penalty: 4044.647949
	Iteration 3Q: 3 clusters Score -2.278931e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -22796240.000000 Penalty: 4044.647949
	Iteration 4F: 3 clusters Score -2.279624e+07 nChanged 17419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -22806938.000000 Penalty: 4044.647949
	Iteration 5F: 3 clusters Score -2.280694e+07 nChanged 20523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -22822930.000000 Penalty: 4044.647949
	Iteration 6F: 3 clusters Score -2.282293e+07 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 215335 members 
Entering Unmasked Estep 
Score: -22841246.000000 Penalty: 4044.647949
	Iteration 7F: 3 clusters Score -2.284125e+07 nChanged 17202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 232469 members 
Entering Unmasked Estep 
Score: -22857992.000000 Penalty: 4044.647949
	Iteration 8F: 3 clusters Score -2.285799e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 243991 members 
Entering Unmasked Estep 
Score: -22868592.000000 Penalty: 4044.647949
	Iteration 9Q: 3 clusters Score -2.286859e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 250078 members 
Entering Unmasked Estep 
Score: -22873870.000000 Penalty: 4044.647949
	Iteration 10Q: 3 clusters Score -2.287387e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 252514 members 
Entering Unmasked Estep 
Score: -22875916.000000 Penalty: 4044.647949
	Iteration 11Q: 3 clusters Score -2.287592e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 253298 members 
Entering Unmasked Estep 
Score: -22876604.000000 Penalty: 4044.647949
	Iteration 12Q: 3 clusters Score -2.28766e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 253534 members 
Entering Unmasked Estep 
Score: -22876818.000000 Penalty: 4044.647949
	Iteration 13Q: 3 clusters Score -2.287682e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 253612 members 
Entering Unmasked Estep 
Score: -22876924.000000 Penalty: 4044.647949
	Iteration 14Q: 3 clusters Score -2.287692e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 253631 members 
Entering Unmasked Estep 
Score: -22876992.000000 Penalty: 4044.647949
	Iteration 15Q: 3 clusters Score -2.287699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253632 members 
Entering Unmasked Estep 
Score: -22877006.000000 Penalty: 4044.647949
	Iteration 16Q: 3 clusters Score -2.287701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253640 members 
Entering Unmasked Estep 
Score: -22877022.000000 Penalty: 4044.647949
	Iteration 17Q: 3 clusters Score -2.287702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 253646 members 
Entering Unmasked Estep 
Score: -22877032.000000 Penalty: 4044.647949
	Iteration 18Q: 3 clusters Score -2.287703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253639 members 
Entering Unmasked Estep 
Score: -22877044.000000 Penalty: 4044.647949
	Iteration 19Q: 3 clusters Score -2.287704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 253633 members 
Entering Unmasked Estep 
Score: -22877068.000000 Penalty: 4044.647949
	Iteration 20F: 3 clusters Score -2.287707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 253634 members 
Entering Unmasked Estep 
Score: -22877072.000000 Penalty: 4044.647949
	Iteration 21Q: 3 clusters Score -2.287707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253639 members 
Entering Unmasked Estep 
Score: -22877088.000000 Penalty: 4044.647949
	Iteration 22Q: 3 clusters Score -2.287709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253639 members 
Entering Unmasked Estep 
Score: -22877084.000000 Penalty: 4044.647949
	Iteration 23Q: 3 clusters Score -2.287708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253640 members 
Entering Unmasked Estep 
Score: -22877096.000000 Penalty: 4044.647949
	Iteration 24Q: 3 clusters Score -2.28771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253640 members 
Entering Unmasked Estep 
Score: -22877108.000000 Penalty: 4044.647949
	Iteration 25Q: 3 clusters Score -2.287711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253641 members 
Entering Unmasked Estep 
Score: -22877110.000000 Penalty: 4044.647949
	Iteration 26Q: 3 clusters Score -2.287711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 253640 members 
Entering Unmasked Estep 
Score: -22877124.000000 Penalty: 4044.647949
	Iteration 27Q: 3 clusters Score -2.287712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253639 members 
Entering Unmasked Estep 
Score: -22877134.000000 Penalty: 4044.647949
	Iteration 28Q: 3 clusters Score -2.287713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253638 members 
Entering Unmasked Estep 
Score: -22877124.000000 Penalty: 4044.647949
	Iteration 29Q: 3 clusters Score -2.287712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253638 members 
Entering Unmasked Estep 
Score: -22877124.000000 Penalty: 4044.647949
	Iteration 30F: 3 clusters Score -2.287712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Entering Unmasked Estep 
Score: -2525910.750000 Penalty: 1667.285400
	Iteration 0F: 2 clusters Score -2525911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2506680.250000 Penalty: 3334.570801
	Iteration 0F: 3 clusters Score -2506680 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2514109.000000 Penalty: 3334.570801
	Iteration 1F: 3 clusters Score -2514109 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2514862.750000 Penalty: 3334.570801
	Iteration 2F: 3 clusters Score -2514863 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2515952.000000 Penalty: 3334.570801
	Iteration 3F: 3 clusters Score -2515952 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2517365.000000 Penalty: 3334.570801
	Iteration 4F: 3 clusters Score -2517365 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2519009.250000 Penalty: 3334.570801
	Iteration 5F: 3 clusters Score -2519009 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2520487.750000 Penalty: 3334.570801
	Iteration 6F: 3 clusters Score -2520488 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2521579.250000 Penalty: 3334.570801
	Iteration 7F: 3 clusters Score -2521579 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2522247.750000 Penalty: 3334.570801
	Iteration 8Q: 3 clusters Score -2522248 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2522626.000000 Penalty: 3334.570801
	Iteration 9Q: 3 clusters Score -2522626 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2522933.000000 Penalty: 3334.570801
	Iteration 10Q: 3 clusters Score -2522933 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2523209.500000 Penalty: 3334.570801
	Iteration 11Q: 3 clusters Score -2523210 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2523488.500000 Penalty: 3334.570801
	Iteration 12Q: 3 clusters Score -2523488 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2523746.000000 Penalty: 3334.570801
	Iteration 13Q: 3 clusters Score -2523746 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2524073.250000 Penalty: 3334.570801
	Iteration 14Q: 3 clusters Score -2524073 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2524392.000000 Penalty: 3334.570801
	Iteration 15Q: 3 clusters Score -2524392 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2524667.000000 Penalty: 3334.570801
	Iteration 16Q: 3 clusters Score -2524667 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2524845.000000 Penalty: 3334.570801
	Iteration 17Q: 3 clusters Score -2524845 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2524946.500000 Penalty: 3334.570801
	Iteration 18Q: 3 clusters Score -2524946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2525034.250000 Penalty: 3334.570801
	Iteration 19Q: 3 clusters Score -2525034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2525087.750000 Penalty: 3334.570801
	Iteration 20F: 3 clusters Score -2525088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2525112.500000 Penalty: 3334.570801
	Iteration 21Q: 3 clusters Score -2525112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2525124.500000 Penalty: 3334.570801
	Iteration 22Q: 3 clusters Score -2525124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2525132.500000 Penalty: 3334.570801
	Iteration 23Q: 3 clusters Score -2525132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2525137.750000 Penalty: 3334.570801
	Iteration 24Q: 3 clusters Score -2525138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2525147.250000 Penalty: 3334.570801
	Iteration 25Q: 3 clusters Score -2525147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2525162.500000 Penalty: 3334.570801
	Iteration 26Q: 3 clusters Score -2525162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2525161.000000 Penalty: 3334.570801
	Iteration 27Q: 3 clusters Score -2525161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2525168.500000 Penalty: 3334.570801
	Iteration 28Q: 3 clusters Score -2525168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2525175.250000 Penalty: 3334.570801
	Iteration 29Q: 3 clusters Score -2525175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2525178.750000 Penalty: 3334.570801
	Iteration 30Q: 3 clusters Score -2525179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2525177.500000 Penalty: 3334.570801
	Iteration 31Q: 3 clusters Score -2525178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2525178.500000 Penalty: 3334.570801
	Iteration 32Q: 3 clusters Score -2525178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2525175.250000 Penalty: 3334.570801
	Iteration 33Q: 3 clusters Score -2525175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2525175.500000 Penalty: 3334.570801
	Iteration 34Q: 3 clusters Score -2525176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2525178.250000 Penalty: 3334.570801
	Iteration 35Q: 3 clusters Score -2525178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2525176.250000 Penalty: 3334.570801
	Iteration 36Q: 3 clusters Score -2525176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2525173.250000 Penalty: 3334.570801
	Iteration 37Q: 3 clusters Score -2525173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2525180.000000 Penalty: 3334.570801
	Iteration 38Q: 3 clusters Score -2525180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2525184.000000 Penalty: 3334.570801
	Iteration 39Q: 3 clusters Score -2525184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2525178.250000 Penalty: 3334.570801
	Iteration 40F: 3 clusters Score -2525178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2525182.000000 Penalty: 3334.570801
	Iteration 41Q: 3 clusters Score -2525182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2525182.250000 Penalty: 3334.570801
	Iteration 42Q: 3 clusters Score -2525182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2525184.000000 Penalty: 3334.570801
	Iteration 43Q: 3 clusters Score -2525184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2525184.750000 Penalty: 3334.570801
	Iteration 44Q: 3 clusters Score -2525185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2525185.250000 Penalty: 3334.570801
	Iteration 45Q: 3 clusters Score -2525185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2525186.500000 Penalty: 3334.570801
	Iteration 46Q: 3 clusters Score -2525186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2525189.750000 Penalty: 3334.570801
	Iteration 47Q: 3 clusters Score -2525190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2525188.000000 Penalty: 3334.570801
	Iteration 48Q: 3 clusters Score -2525188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2525186.750000 Penalty: 3334.570801
	Iteration 49Q: 3 clusters Score -2525187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2525191.500000 Penalty: 3334.570801
	Iteration 50Q: 3 clusters Score -2525192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2525191.250000 Penalty: 3334.570801
	Iteration 51Q: 3 clusters Score -2525191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2525191.500000 Penalty: 3334.570801
	Iteration 52Q: 3 clusters Score -2525192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2525191.500000 Penalty: 3334.570801
	Iteration 53Q: 3 clusters Score -2525192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2525191.250000 Penalty: 3334.570801
	Iteration 54Q: 3 clusters Score -2525191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2525200.250000 Penalty: 3334.570801
	Iteration 55Q: 3 clusters Score -2525200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2525197.750000 Penalty: 3334.570801
	Iteration 56Q: 3 clusters Score -2525198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2525201.000000 Penalty: 3334.570801
	Iteration 57Q: 3 clusters Score -2525201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2525208.250000 Penalty: 3334.570801
	Iteration 58Q: 3 clusters Score -2525208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2525205.500000 Penalty: 3334.570801
	Iteration 59Q: 3 clusters Score -2525206 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2525211 nChanged 19
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Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2525209 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2525210 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2525216 nChanged 29
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2525223 nChanged 42
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Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2525228 nChanged 45
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2525235 nChanged 47
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Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2525242 nChanged 51
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2525244 nChanged 55
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Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2525254 nChanged 61
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Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2525262 nChanged 57
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2525274 nChanged 47
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Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2525282 nChanged 50
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Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2525284 nChanged 44
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Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2525295 nChanged 49
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2525301 nChanged 59
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Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2525300 nChanged 52
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Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2525310 nChanged 60
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Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2525324 nChanged 64
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Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2525335 nChanged 66
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Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2525327 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2525340 nChanged 52
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Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2525353 nChanged 42
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Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2525358 nChanged 38
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2525361 nChanged 39
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Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2525365 nChanged 42
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Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2525367 nChanged 39
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Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2525376 nChanged 38
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2525377 nChanged 35
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Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2525380 nChanged 37
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 23276 members 
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	Iteration 90Q: 3 clusters Score -2525378 nChanged 34
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Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2525380 nChanged 33
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Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2525388 nChanged 31
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 23372 members 
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	Iteration 93Q: 3 clusters Score -2525389 nChanged 31
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Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 23403 members 
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	Iteration 94Q: 3 clusters Score -2525390 nChanged 24
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Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2525392 nChanged 19
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2525394 nChanged 23
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2525392 nChanged 19
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Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2525388 nChanged 26
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2525392 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2525396.500000 Penalty: 3334.570801
	Iteration 100F: 3 clusters Score -2525396 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2525395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2525398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2525400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2525397 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2525396 nChanged 26
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2525397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2525404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2525407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2525404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2525410 nChanged 18
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Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2525419.250000 Penalty: 3334.570801
	Iteration 111Q: 3 clusters Score -2525419 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
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Entering Unmasked Estep 
Score: -2525418.000000 Penalty: 3334.570801
	Iteration 112Q: 3 clusters Score -2525418 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4806 members 
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Entering Unmasked Estep 
Score: -2525425.000000 Penalty: 3334.570801
	Iteration 113Q: 3 clusters Score -2525425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2525423.250000 Penalty: 3334.570801
	Iteration 114Q: 3 clusters Score -2525423 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
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Entering Unmasked Estep 
Score: -2525428.000000 Penalty: 3334.570801
	Iteration 115Q: 3 clusters Score -2525428 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2525429 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2525430 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2525430 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2525429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2525434.250000 Penalty: 3334.570801
	Iteration 120F: 3 clusters Score -2525434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2525432.250000 Penalty: 3334.570801
	Iteration 121Q: 3 clusters Score -2525432 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2525430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2525438.250000 Penalty: 3334.570801
	Iteration 123Q: 3 clusters Score -2525438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2525438 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2525438 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2525435 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4629 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2525434 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2525436 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2525436 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2525440.750000 Penalty: 3334.570801
	Iteration 130Q: 3 clusters Score -2525441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2525448.250000 Penalty: 3334.570801
	Iteration 131Q: 3 clusters Score -2525448 nChanged 19
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Mstep: Class 1 contains 4544 members 
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Entering Unmasked Estep 
Score: -2525450.750000 Penalty: 3334.570801
	Iteration 132Q: 3 clusters Score -2525451 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2525446 nChanged 19
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Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2525448 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2525454.000000 Penalty: 3334.570801
	Iteration 135Q: 3 clusters Score -2525454 nChanged 13
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Mstep: Class 1 contains 4479 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2525450 nChanged 13
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Mstep: Class 1 contains 4466 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2525450 nChanged 12
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Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2525452 nChanged 7
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2525454 nChanged 6
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Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2525454 nChanged 12
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Mstep: Class 1 contains 4429 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2525450 nChanged 11
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Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2525449 nChanged 13
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Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2525453 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2525456 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2525460 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2525460 nChanged 4
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Mstep: Class 1 contains 4364 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2525461 nChanged 2
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2525464 nChanged 1
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2525461 nChanged 1
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Mstep: Class 1 contains 4360 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2525463 nChanged 2
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2525460 nChanged 2
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Entering Unmasked Estep 
Score: -2525463.250000 Penalty: 3334.570801
	Iteration 152Q: 3 clusters Score -2525463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2525461.750000 Penalty: 3334.570801
	Iteration 153Q: 3 clusters Score -2525462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2525461.000000 Penalty: 3334.570801
	Iteration 154Q: 3 clusters Score -2525461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2525460.750000 Penalty: 3334.570801
	Iteration 155Q: 3 clusters Score -2525461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2525460.000000 Penalty: 3334.570801
	Iteration 156Q: 3 clusters Score -2525460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2525459.500000 Penalty: 3334.570801
	Iteration 157Q: 3 clusters Score -2525460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2525460.250000 Penalty: 3334.570801
	Iteration 158Q: 3 clusters Score -2525460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2525463.250000 Penalty: 3334.570801
	Iteration 159Q: 3 clusters Score -2525463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2525461.750000 Penalty: 3334.570801
	Iteration 160F: 3 clusters Score -2525462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2525460.000000 Penalty: 3334.570801
	Iteration 161Q: 3 clusters Score -2525460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2525460.750000 Penalty: 3334.570801
	Iteration 162Q: 3 clusters Score -2525461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2525460.750000 Penalty: 3334.570801
	Iteration 163F: 3 clusters Score -2525461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -303137.531250 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -303137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -299920.031250 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -299920 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -301157.593750 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -301157.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -301706.000000 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -301706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -302070.062500 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -302070.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -302477.781250 Penalty: 2686.252930
	Iteration 4F: 3 clusters Score -302477.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -302857.156250 Penalty: 2686.252930
	Iteration 5F: 3 clusters Score -302857.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -303202.562500 Penalty: 2686.252930
	Iteration 6F: 3 clusters Score -303202.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -303541.218750 Penalty: 2686.252930
	Iteration 7Q: 3 clusters Score -303541.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -303866.687500 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -303866.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -304186.656250 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -304186.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -304440.937500 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -304440.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -304528.343750 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -304528.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -304538.781250 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -304538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -304542.312500 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -304542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -304542.750000 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -304542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -304543.531250 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -304543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -304543.312500 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -304543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -304543.312500 Penalty: 2686.252930
	Iteration 17F: 3 clusters Score -304543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 63218 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 10649 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 22921 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 116635 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 24 contains 30331 members 
Entering Unmasked Estep 
Score: -76200424.000000 Penalty: 48995.710938
Splitting cluster 3 changes total score from -76199680.000000 to -76200424.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (13149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Entering Unmasked Estep 
Score: -1125154.750000 Penalty: 1541.166504
	Iteration 0F: 2 clusters Score -1125155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1115934.500000 Penalty: 3082.333008
	Iteration 0F: 3 clusters Score -1115934 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1119030.875000 Penalty: 3082.333008
	Iteration 1F: 3 clusters Score -1119031 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1119305.500000 Penalty: 3082.333008
	Iteration 2F: 3 clusters Score -1119306 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1119602.750000 Penalty: 3082.333008
	Iteration 3F: 3 clusters Score -1119603 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1119943.250000 Penalty: 3082.333008
	Iteration 4Q: 3 clusters Score -1119943 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1120361.250000 Penalty: 3082.333008
	Iteration 5F: 3 clusters Score -1120361 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1120905.250000 Penalty: 3082.333008
	Iteration 6F: 3 clusters Score -1120905 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1121535.750000 Penalty: 3082.333008
	Iteration 7F: 3 clusters Score -1121536 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1122188.000000 Penalty: 3082.333008
	Iteration 8F: 3 clusters Score -1122188 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1122715.750000 Penalty: 3082.333008
	Iteration 9F: 3 clusters Score -1122716 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1123062.375000 Penalty: 3082.333008
	Iteration 10Q: 3 clusters Score -1123062 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1123308.375000 Penalty: 3082.333008
	Iteration 11Q: 3 clusters Score -1123308 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1123480.875000 Penalty: 3082.333008
	Iteration 12Q: 3 clusters Score -1123481 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1123599.125000 Penalty: 3082.333008
	Iteration 13Q: 3 clusters Score -1123599 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1123681.625000 Penalty: 3082.333008
	Iteration 14Q: 3 clusters Score -1123682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1123716.750000 Penalty: 3082.333008
	Iteration 15Q: 3 clusters Score -1123717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1123742.125000 Penalty: 3082.333008
	Iteration 16Q: 3 clusters Score -1123742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1123759.125000 Penalty: 3082.333008
	Iteration 17Q: 3 clusters Score -1123759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1123766.250000 Penalty: 3082.333008
	Iteration 18Q: 3 clusters Score -1123766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1123772.875000 Penalty: 3082.333008
	Iteration 19Q: 3 clusters Score -1123773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1123779.875000 Penalty: 3082.333008
	Iteration 20F: 3 clusters Score -1123780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1123781.625000 Penalty: 3082.333008
	Iteration 21Q: 3 clusters Score -1123782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1123782.125000 Penalty: 3082.333008
	Iteration 22Q: 3 clusters Score -1123782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1123782.500000 Penalty: 3082.333008
	Iteration 23Q: 3 clusters Score -1123782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1123786.500000 Penalty: 3082.333008
	Iteration 24Q: 3 clusters Score -1123786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1123785.000000 Penalty: 3082.333008
	Iteration 25Q: 3 clusters Score -1123785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1123785.375000 Penalty: 3082.333008
	Iteration 26Q: 3 clusters Score -1123785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1123783.375000 Penalty: 3082.333008
	Iteration 27Q: 3 clusters Score -1123783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1123786.875000 Penalty: 3082.333008
	Iteration 28Q: 3 clusters Score -1123787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1123786.875000 Penalty: 3082.333008
	Iteration 29Q: 3 clusters Score -1123787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1123786.500000 Penalty: 3082.333008
	Iteration 30Q: 3 clusters Score -1123786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1123787.250000 Penalty: 3082.333008
	Iteration 31Q: 3 clusters Score -1123787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1123789.000000 Penalty: 3082.333008
	Iteration 32Q: 3 clusters Score -1123789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1123789.375000 Penalty: 3082.333008
	Iteration 33Q: 3 clusters Score -1123789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1123788.375000 Penalty: 3082.333008
	Iteration 34Q: 3 clusters Score -1123788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1123791.750000 Penalty: 3082.333008
	Iteration 35Q: 3 clusters Score -1123792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1123793.000000 Penalty: 3082.333008
	Iteration 36Q: 3 clusters Score -1123793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1123793.125000 Penalty: 3082.333008
	Iteration 37Q: 3 clusters Score -1123793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1123793.250000 Penalty: 3082.333008
	Iteration 38Q: 3 clusters Score -1123793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1123792.125000 Penalty: 3082.333008
	Iteration 39Q: 3 clusters Score -1123792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1123793.125000 Penalty: 3082.333008
	Iteration 40F: 3 clusters Score -1123793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1123793.375000 Penalty: 3082.333008
	Iteration 41Q: 3 clusters Score -1123793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1123792.250000 Penalty: 3082.333008
	Iteration 42Q: 3 clusters Score -1123792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1123792.625000 Penalty: 3082.333008
	Iteration 43Q: 3 clusters Score -1123793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1123793.250000 Penalty: 3082.333008
	Iteration 44Q: 3 clusters Score -1123793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1123793.875000 Penalty: 3082.333008
	Iteration 45Q: 3 clusters Score -1123794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1123795.000000 Penalty: 3082.333008
	Iteration 46Q: 3 clusters Score -1123795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1123794.375000 Penalty: 3082.333008
	Iteration 47Q: 3 clusters Score -1123794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1123792.875000 Penalty: 3082.333008
	Iteration 48Q: 3 clusters Score -1123793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1123793.500000 Penalty: 3082.333008
	Iteration 49Q: 3 clusters Score -1123794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1123793.500000 Penalty: 3082.333008
	Iteration 50F: 3 clusters Score -1123794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Entering Unmasked Estep 
Score: -5462272.000000 Penalty: 1795.087280
	Iteration 0F: 2 clusters Score -5462272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -5420222.500000 Penalty: 3590.174561
	Iteration 0F: 3 clusters Score -5420222 nChanged 29755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5437587.000000 Penalty: 3590.174561
	Iteration 1F: 3 clusters Score -5437587 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5438506.000000 Penalty: 3590.174561
	Iteration 2Q: 3 clusters Score -5438506 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5439821.000000 Penalty: 3590.174561
	Iteration 3Q: 3 clusters Score -5439821 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5441924.500000 Penalty: 3590.174561
	Iteration 4F: 3 clusters Score -5441924 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5444798.000000 Penalty: 3590.174561
	Iteration 5F: 3 clusters Score -5444798 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5448583.500000 Penalty: 3590.174561
	Iteration 6F: 3 clusters Score -5448584 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5452417.500000 Penalty: 3590.174561
	Iteration 7F: 3 clusters Score -5452418 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -5455280.000000 Penalty: 3590.174561
	Iteration 8F: 3 clusters Score -5455280 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5457162.000000 Penalty: 3590.174561
	Iteration 9Q: 3 clusters Score -5457162 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5458453.500000 Penalty: 3590.174561
	Iteration 10Q: 3 clusters Score -5458454 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5459280.000000 Penalty: 3590.174561
	Iteration 11Q: 3 clusters Score -5459280 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5459795.000000 Penalty: 3590.174561
	Iteration 12Q: 3 clusters Score -5459795 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5460138.500000 Penalty: 3590.174561
	Iteration 13Q: 3 clusters Score -5460138 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5460344.000000 Penalty: 3590.174561
	Iteration 14Q: 3 clusters Score -5460344 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5460488.500000 Penalty: 3590.174561
	Iteration 15Q: 3 clusters Score -5460488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5460564.000000 Penalty: 3590.174561
	Iteration 16Q: 3 clusters Score -5460564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5460629.500000 Penalty: 3590.174561
	Iteration 17Q: 3 clusters Score -5460630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5460660.000000 Penalty: 3590.174561
	Iteration 18Q: 3 clusters Score -5460660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5460672.500000 Penalty: 3590.174561
	Iteration 19Q: 3 clusters Score -5460672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5460691.500000 Penalty: 3590.174561
	Iteration 20F: 3 clusters Score -5460692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5460697.500000 Penalty: 3590.174561
	Iteration 21Q: 3 clusters Score -5460698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5460704.000000 Penalty: 3590.174561
	Iteration 22Q: 3 clusters Score -5460704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5460711.500000 Penalty: 3590.174561
	Iteration 23Q: 3 clusters Score -5460712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5460717.500000 Penalty: 3590.174561
	Iteration 24Q: 3 clusters Score -5460718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5460724.000000 Penalty: 3590.174561
	Iteration 25Q: 3 clusters Score -5460724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5460721.000000 Penalty: 3590.174561
	Iteration 26Q: 3 clusters Score -5460721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5460726.500000 Penalty: 3590.174561
	Iteration 27Q: 3 clusters Score -5460726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5460733.000000 Penalty: 3590.174561
	Iteration 28Q: 3 clusters Score -5460733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5460737.500000 Penalty: 3590.174561
	Iteration 29Q: 3 clusters Score -5460738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5460740.000000 Penalty: 3590.174561
	Iteration 30Q: 3 clusters Score -5460740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5460744.000000 Penalty: 3590.174561
	Iteration 31Q: 3 clusters Score -5460744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5460744.000000 Penalty: 3590.174561
	Iteration 32F: 3 clusters Score -5460744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -860677.312500 Penalty: 1509.126343
	Iteration 0F: 2 clusters Score -860677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -852958.250000 Penalty: 3018.252686
	Iteration 0F: 3 clusters Score -852958.2 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -855767.937500 Penalty: 3018.252686
	Iteration 1F: 3 clusters Score -855767.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -856292.375000 Penalty: 3018.252686
	Iteration 2F: 3 clusters Score -856292.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -856804.125000 Penalty: 3018.252686
	Iteration 3F: 3 clusters Score -856804.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -857317.937500 Penalty: 3018.252686
	Iteration 4F: 3 clusters Score -857317.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -857768.500000 Penalty: 3018.252686
	Iteration 5F: 3 clusters Score -857768.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -858088.437500 Penalty: 3018.252686
	Iteration 6Q: 3 clusters Score -858088.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -858350.812500 Penalty: 3018.252686
	Iteration 7Q: 3 clusters Score -858350.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -858551.187500 Penalty: 3018.252686
	Iteration 8Q: 3 clusters Score -858551.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -858692.437500 Penalty: 3018.252686
	Iteration 9Q: 3 clusters Score -858692.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -858806.062500 Penalty: 3018.252686
	Iteration 10Q: 3 clusters Score -858806.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -858885.875000 Penalty: 3018.252686
	Iteration 11Q: 3 clusters Score -858885.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -858938.500000 Penalty: 3018.252686
	Iteration 12Q: 3 clusters Score -858938.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -858973.250000 Penalty: 3018.252686
	Iteration 13Q: 3 clusters Score -858973.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -858996.187500 Penalty: 3018.252686
	Iteration 14Q: 3 clusters Score -858996.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -859014.062500 Penalty: 3018.252686
	Iteration 15Q: 3 clusters Score -859014.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -859027.875000 Penalty: 3018.252686
	Iteration 16Q: 3 clusters Score -859027.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -859033.625000 Penalty: 3018.252686
	Iteration 17Q: 3 clusters Score -859033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -859042.625000 Penalty: 3018.252686
	Iteration 18Q: 3 clusters Score -859042.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -859053.000000 Penalty: 3018.252686
	Iteration 19Q: 3 clusters Score -859053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -859062.625000 Penalty: 3018.252686
	Iteration 20F: 3 clusters Score -859062.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -859074.000000 Penalty: 3018.252686
	Iteration 21Q: 3 clusters Score -859074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -859091.812500 Penalty: 3018.252686
	Iteration 22Q: 3 clusters Score -859091.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -859104.312500 Penalty: 3018.252686
	Iteration 23Q: 3 clusters Score -859104.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -859113.250000 Penalty: 3018.252686
	Iteration 24Q: 3 clusters Score -859113.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -859122.937500 Penalty: 3018.252686
	Iteration 25Q: 3 clusters Score -859122.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -859132.250000 Penalty: 3018.252686
	Iteration 26Q: 3 clusters Score -859132.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -859140.625000 Penalty: 3018.252686
	Iteration 27Q: 3 clusters Score -859140.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -859151.250000 Penalty: 3018.252686
	Iteration 28Q: 3 clusters Score -859151.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -859158.750000 Penalty: 3018.252686
	Iteration 29Q: 3 clusters Score -859158.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -859172.375000 Penalty: 3018.252686
	Iteration 30Q: 3 clusters Score -859172.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -859186.312500 Penalty: 3018.252686
	Iteration 31Q: 3 clusters Score -859186.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -859193.000000 Penalty: 3018.252686
	Iteration 32Q: 3 clusters Score -859193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -859198.062500 Penalty: 3018.252686
	Iteration 33Q: 3 clusters Score -859198.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -859200.500000 Penalty: 3018.252686
	Iteration 34Q: 3 clusters Score -859200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -859203.625000 Penalty: 3018.252686
	Iteration 35Q: 3 clusters Score -859203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -859203.375000 Penalty: 3018.252686
	Iteration 36Q: 3 clusters Score -859203.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -859207.875000 Penalty: 3018.252686
	Iteration 37Q: 3 clusters Score -859207.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -859214.750000 Penalty: 3018.252686
	Iteration 38Q: 3 clusters Score -859214.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -859221.312500 Penalty: 3018.252686
	Iteration 39Q: 3 clusters Score -859221.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -859231.250000 Penalty: 3018.252686
	Iteration 40F: 3 clusters Score -859231.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -859235.062500 Penalty: 3018.252686
	Iteration 41Q: 3 clusters Score -859235.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -859239.562500 Penalty: 3018.252686
	Iteration 42Q: 3 clusters Score -859239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -859239.937500 Penalty: 3018.252686
	Iteration 43Q: 3 clusters Score -859239.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -859243.187500 Penalty: 3018.252686
	Iteration 44Q: 3 clusters Score -859243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -859247.562500 Penalty: 3018.252686
	Iteration 45Q: 3 clusters Score -859247.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -859248.375000 Penalty: 3018.252686
	Iteration 46Q: 3 clusters Score -859248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -859250.187500 Penalty: 3018.252686
	Iteration 47Q: 3 clusters Score -859250.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -859253.125000 Penalty: 3018.252686
	Iteration 48Q: 3 clusters Score -859253.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -859254.500000 Penalty: 3018.252686
	Iteration 49Q: 3 clusters Score -859254.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -859259.187500 Penalty: 3018.252686
	Iteration 50Q: 3 clusters Score -859259.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -859260.562500 Penalty: 3018.252686
	Iteration 51Q: 3 clusters Score -859260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -859260.312500 Penalty: 3018.252686
	Iteration 52Q: 3 clusters Score -859260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -859260.437500 Penalty: 3018.252686
	Iteration 53Q: 3 clusters Score -859260.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -859261.875000 Penalty: 3018.252686
	Iteration 54Q: 3 clusters Score -859261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -859265.062500 Penalty: 3018.252686
	Iteration 55Q: 3 clusters Score -859265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -859268.062500 Penalty: 3018.252686
	Iteration 56Q: 3 clusters Score -859268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -859268.937500 Penalty: 3018.252686
	Iteration 57Q: 3 clusters Score -859268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -859267.375000 Penalty: 3018.252686
	Iteration 58Q: 3 clusters Score -859267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -859266.562500 Penalty: 3018.252686
	Iteration 59Q: 3 clusters Score -859266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -859266.812500 Penalty: 3018.252686
	Iteration 60F: 3 clusters Score -859266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -859265.375000 Penalty: 3018.252686
	Iteration 61Q: 3 clusters Score -859265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -859265.687500 Penalty: 3018.252686
	Iteration 62Q: 3 clusters Score -859265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -859267.125000 Penalty: 3018.252686
	Iteration 63Q: 3 clusters Score -859267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -859266.812500 Penalty: 3018.252686
	Iteration 64Q: 3 clusters Score -859266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -859268.250000 Penalty: 3018.252686
	Iteration 65Q: 3 clusters Score -859268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -859268.937500 Penalty: 3018.252686
	Iteration 66Q: 3 clusters Score -859268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -859267.375000 Penalty: 3018.252686
	Iteration 67Q: 3 clusters Score -859267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -859268.250000 Penalty: 3018.252686
	Iteration 68Q: 3 clusters Score -859268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -859269.125000 Penalty: 3018.252686
	Iteration 69Q: 3 clusters Score -859269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -859270.437500 Penalty: 3018.252686
	Iteration 70Q: 3 clusters Score -859270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -859269.875000 Penalty: 3018.252686
	Iteration 71Q: 3 clusters Score -859269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -859269.875000 Penalty: 3018.252686
	Iteration 72F: 3 clusters Score -859269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Entering Unmasked Estep 
Score: -5380821.000000 Penalty: 1796.330933
	Iteration 0F: 2 clusters Score -5380821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 3592.661865
	Iteration 0F: 3 clusters Score -5338540 nChanged 29796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5355864.000000 Penalty: 3592.661865
	Iteration 1F: 3 clusters Score -5355864 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5356804.000000 Penalty: 3592.661865
	Iteration 2Q: 3 clusters Score -5356804 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5358198.000000 Penalty: 3592.661865
	Iteration 3F: 3 clusters Score -5358198 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5360366.000000 Penalty: 3592.661865
	Iteration 4F: 3 clusters Score -5360366 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5363609.000000 Penalty: 3592.661865
	Iteration 5F: 3 clusters Score -5363609 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5367679.500000 Penalty: 3592.661865
	Iteration 6F: 3 clusters Score -5367680 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5372022.000000 Penalty: 3592.661865
	Iteration 7F: 3 clusters Score -5372022 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5376862.000000 Penalty: 3592.661865
	Iteration 8Q: 3 clusters Score -5376862 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -5381347.500000 Penalty: 3592.661865
	Iteration 9Q: 3 clusters Score -5381348 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5384174.000000 Penalty: 3592.661865
	Iteration 10Q: 3 clusters Score -5384174 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5387237.000000 Penalty: 3592.661865
	Iteration 11Q: 3 clusters Score -5387237 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5390822.500000 Penalty: 3592.661865
	Iteration 12Q: 3 clusters Score -5390822 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5395975.000000 Penalty: 3592.661865
	Iteration 13Q: 3 clusters Score -5395975 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5405224.000000 Penalty: 3592.661865
	Iteration 14Q: 3 clusters Score -5405224 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5415834.500000 Penalty: 3592.661865
	Iteration 15Q: 3 clusters Score -5415834 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5416975.000000 Penalty: 3592.661865
	Iteration 16Q: 3 clusters Score -5416975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -5416984.000000 Penalty: 3592.661865
	Iteration 17Q: 3 clusters Score -5416984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -5416987.500000 Penalty: 3592.661865
	Iteration 18Q: 3 clusters Score -5416988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5416990.000000 Penalty: 3592.661865
	Iteration 19Q: 3 clusters Score -5416990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5416990.000000 Penalty: 3592.661865
	Iteration 20F: 3 clusters Score -5416990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 10649 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 22921 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 116635 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 24 contains 30331 members 
Entering Unmasked Estep 
Score: -76234888.000000 Penalty: 51222.789062
Splitting cluster 9 changes total score from -76199680.000000 to -76234888.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (153325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153325 members 
Entering Unmasked Estep 
Score: -13526590.000000 Penalty: 1940.301270
	Iteration 0F: 2 clusters Score -1.352659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -13423788.000000 Penalty: 3880.602539
	Iteration 0F: 3 clusters Score -1.342379e+07 nChanged 74041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -13467785.000000 Penalty: 3880.602539
	Iteration 1F: 3 clusters Score -1.346778e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -13470112.000000 Penalty: 3880.602539
	Iteration 2Q: 3 clusters Score -1.347011e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -13473977.000000 Penalty: 3880.602539
	Iteration 3Q: 3 clusters Score -1.347398e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -13480011.000000 Penalty: 3880.602539
	Iteration 4F: 3 clusters Score -1.348001e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -13488163.000000 Penalty: 3880.602539
	Iteration 5F: 3 clusters Score -1.348816e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -13497690.000000 Penalty: 3880.602539
	Iteration 6F: 3 clusters Score -1.349769e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -13505629.000000 Penalty: 3880.602539
	Iteration 7F: 3 clusters Score -1.350563e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -13511176.000000 Penalty: 3880.602539
	Iteration 8Q: 3 clusters Score -1.351118e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -13514714.000000 Penalty: 3880.602539
	Iteration 9Q: 3 clusters Score -1.351471e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -13516887.000000 Penalty: 3880.602539
	Iteration 10Q: 3 clusters Score -1.351689e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -13518211.000000 Penalty: 3880.602539
	Iteration 11Q: 3 clusters Score -1.351821e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 133557 members 
Entering Unmasked Estep 
Score: -13519326.000000 Penalty: 3880.602539
	Iteration 12Q: 3 clusters Score -1.351933e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -13520275.000000 Penalty: 3880.602539
	Iteration 13Q: 3 clusters Score -1.352028e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -13521056.000000 Penalty: 3880.602539
	Iteration 14Q: 3 clusters Score -1.352106e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -13521816.000000 Penalty: 3880.602539
	Iteration 15Q: 3 clusters Score -1.352182e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -13522414.000000 Penalty: 3880.602539
	Iteration 16Q: 3 clusters Score -1.352241e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -13522888.000000 Penalty: 3880.602539
	Iteration 17Q: 3 clusters Score -1.352289e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 143386 members 
Entering Unmasked Estep 
Score: -13523271.000000 Penalty: 3880.602539
	Iteration 18Q: 3 clusters Score -1.352327e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -13523734.000000 Penalty: 3880.602539
	Iteration 19Q: 3 clusters Score -1.352373e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 145341 members 
Entering Unmasked Estep 
Score: -13524009.000000 Penalty: 3880.602539
	Iteration 20F: 3 clusters Score -1.352401e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -13524179.000000 Penalty: 3880.602539
	Iteration 21Q: 3 clusters Score -1.352418e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -13524345.000000 Penalty: 3880.602539
	Iteration 22Q: 3 clusters Score -1.352434e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 147282 members 
Entering Unmasked Estep 
Score: -13524468.000000 Penalty: 3880.602539
	Iteration 23Q: 3 clusters Score -1.352447e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 147787 members 
Entering Unmasked Estep 
Score: -13524564.000000 Penalty: 3880.602539
	Iteration 24Q: 3 clusters Score -1.352456e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 148196 members 
Entering Unmasked Estep 
Score: -13524692.000000 Penalty: 3880.602539
	Iteration 25Q: 3 clusters Score -1.352469e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 148590 members 
Entering Unmasked Estep 
Score: -13524766.000000 Penalty: 3880.602539
	Iteration 26Q: 3 clusters Score -1.352477e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 148904 members 
Entering Unmasked Estep 
Score: -13524841.000000 Penalty: 3880.602539
	Iteration 27Q: 3 clusters Score -1.352484e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 149172 members 
Entering Unmasked Estep 
Score: -13524873.000000 Penalty: 3880.602539
	Iteration 28Q: 3 clusters Score -1.352487e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -13524947.000000 Penalty: 3880.602539
	Iteration 29Q: 3 clusters Score -1.352495e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -13524973.000000 Penalty: 3880.602539
	Iteration 30Q: 3 clusters Score -1.352497e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -13525034.000000 Penalty: 3880.602539
	Iteration 31Q: 3 clusters Score -1.352503e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -13525095.000000 Penalty: 3880.602539
	Iteration 32Q: 3 clusters Score -1.35251e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -13525095.000000 Penalty: 3880.602539
	Iteration 33Q: 3 clusters Score -1.35251e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -13525105.000000 Penalty: 3880.602539
	Iteration 34Q: 3 clusters Score -1.35251e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 150373 members 
Entering Unmasked Estep 
Score: -13525122.000000 Penalty: 3880.602539
	Iteration 35Q: 3 clusters Score -1.352512e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -13525142.000000 Penalty: 3880.602539
	Iteration 36Q: 3 clusters Score -1.352514e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 150577 members 
Entering Unmasked Estep 
Score: -13525166.000000 Penalty: 3880.602539
	Iteration 37Q: 3 clusters Score -1.352517e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -13525190.000000 Penalty: 3880.602539
	Iteration 38Q: 3 clusters Score -1.352519e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -13525186.000000 Penalty: 3880.602539
	Iteration 39Q: 3 clusters Score -1.352519e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -13525201.000000 Penalty: 3880.602539
	Iteration 40F: 3 clusters Score -1.35252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 150862 members 
Entering Unmasked Estep 
Score: -13525209.000000 Penalty: 3880.602539
	Iteration 41Q: 3 clusters Score -1.352521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -13525258.000000 Penalty: 3880.602539
	Iteration 42Q: 3 clusters Score -1.352526e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 150979 members 
Entering Unmasked Estep 
Score: -13525285.000000 Penalty: 3880.602539
	Iteration 43Q: 3 clusters Score -1.352528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -13525314.000000 Penalty: 3880.602539
	Iteration 44Q: 3 clusters Score -1.352531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -13525322.000000 Penalty: 3880.602539
	Iteration 45Q: 3 clusters Score -1.352532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -13525343.000000 Penalty: 3880.602539
	Iteration 46Q: 3 clusters Score -1.352534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -13525332.000000 Penalty: 3880.602539
	Iteration 47Q: 3 clusters Score -1.352533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 151153 members 
Entering Unmasked Estep 
Score: -13525327.000000 Penalty: 3880.602539
	Iteration 48Q: 3 clusters Score -1.352533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 151173 members 
Entering Unmasked Estep 
Score: -13525327.000000 Penalty: 3880.602539
	Iteration 49Q: 3 clusters Score -1.352533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -13525316.000000 Penalty: 3880.602539
	Iteration 50Q: 3 clusters Score -1.352532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -13525325.000000 Penalty: 3880.602539
	Iteration 51Q: 3 clusters Score -1.352532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -13525337.000000 Penalty: 3880.602539
	Iteration 52Q: 3 clusters Score -1.352534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -13525338.000000 Penalty: 3880.602539
	Iteration 53Q: 3 clusters Score -1.352534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 151252 members 
Entering Unmasked Estep 
Score: -13525335.000000 Penalty: 3880.602539
	Iteration 54Q: 3 clusters Score -1.352534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -13525327.000000 Penalty: 3880.602539
	Iteration 55Q: 3 clusters Score -1.352533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 151283 members 
Entering Unmasked Estep 
Score: -13525333.000000 Penalty: 3880.602539
	Iteration 56Q: 3 clusters Score -1.352533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -13525311.000000 Penalty: 3880.602539
	Iteration 57Q: 3 clusters Score -1.352531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -13525328.000000 Penalty: 3880.602539
	Iteration 58Q: 3 clusters Score -1.352533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -13525330.000000 Penalty: 3880.602539
	Iteration 59Q: 3 clusters Score -1.352533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 151356 members 
Entering Unmasked Estep 
Score: -13525334.000000 Penalty: 3880.602539
	Iteration 60F: 3 clusters Score -1.352533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -13525338.000000 Penalty: 3880.602539
	Iteration 61Q: 3 clusters Score -1.352534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -13525339.000000 Penalty: 3880.602539
	Iteration 62Q: 3 clusters Score -1.352534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -13525336.000000 Penalty: 3880.602539
	Iteration 63Q: 3 clusters Score -1.352534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -13525334.000000 Penalty: 3880.602539
	Iteration 64Q: 3 clusters Score -1.352533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -13525342.000000 Penalty: 3880.602539
	Iteration 65Q: 3 clusters Score -1.352534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 151404 members 
Entering Unmasked Estep 
Score: -13525347.000000 Penalty: 3880.602539
	Iteration 66Q: 3 clusters Score -1.352535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -13525353.000000 Penalty: 3880.602539
	Iteration 67Q: 3 clusters Score -1.352535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -13525361.000000 Penalty: 3880.602539
	Iteration 68Q: 3 clusters Score -1.352536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 151421 members 
Entering Unmasked Estep 
Score: -13525354.000000 Penalty: 3880.602539
	Iteration 69Q: 3 clusters Score -1.352535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -13525336.000000 Penalty: 3880.602539
	Iteration 70Q: 3 clusters Score -1.352534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -13525350.000000 Penalty: 3880.602539
	Iteration 71Q: 3 clusters Score -1.352535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -13525352.000000 Penalty: 3880.602539
	Iteration 72Q: 3 clusters Score -1.352535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -13525346.000000 Penalty: 3880.602539
	Iteration 73Q: 3 clusters Score -1.352535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -13525352.000000 Penalty: 3880.602539
	Iteration 74Q: 3 clusters Score -1.352535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -13525356.000000 Penalty: 3880.602539
	Iteration 75Q: 3 clusters Score -1.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -13525366.000000 Penalty: 3880.602539
	Iteration 76Q: 3 clusters Score -1.352537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 151446 members 
Entering Unmasked Estep 
Score: -13525361.000000 Penalty: 3880.602539
	Iteration 77Q: 3 clusters Score -1.352536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -13525359.000000 Penalty: 3880.602539
	Iteration 78Q: 3 clusters Score -1.352536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -13525353.000000 Penalty: 3880.602539
	Iteration 79Q: 3 clusters Score -1.352535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -13525362.000000 Penalty: 3880.602539
	Iteration 80F: 3 clusters Score -1.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -13525365.000000 Penalty: 3880.602539
	Iteration 81Q: 3 clusters Score -1.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 151456 members 
Entering Unmasked Estep 
Score: -13525353.000000 Penalty: 3880.602539
	Iteration 82Q: 3 clusters Score -1.352535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -13525367.000000 Penalty: 3880.602539
	Iteration 83Q: 3 clusters Score -1.352537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 151464 members 
Entering Unmasked Estep 
Score: -13525363.000000 Penalty: 3880.602539
	Iteration 84Q: 3 clusters Score -1.352536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -13525370.000000 Penalty: 3880.602539
	Iteration 85Q: 3 clusters Score -1.352537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -13525364.000000 Penalty: 3880.602539
	Iteration 86Q: 3 clusters Score -1.352536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -13525363.000000 Penalty: 3880.602539
	Iteration 87Q: 3 clusters Score -1.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -13525366.000000 Penalty: 3880.602539
	Iteration 88Q: 3 clusters Score -1.352537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -13525363.000000 Penalty: 3880.602539
	Iteration 89Q: 3 clusters Score -1.352536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -13525363.000000 Penalty: 3880.602539
	Iteration 90F: 3 clusters Score -1.352536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -556978.125000 Penalty: 1429.626221
	Iteration 0F: 2 clusters Score -556978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -551987.125000 Penalty: 2859.252441
	Iteration 0F: 3 clusters Score -551987.1 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -553642.687500 Penalty: 2859.252441
	Iteration 1F: 3 clusters Score -553642.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -553993.125000 Penalty: 2859.252441
	Iteration 2F: 3 clusters Score -553993.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -554276.250000 Penalty: 2859.252441
	Iteration 3F: 3 clusters Score -554276.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -554515.312500 Penalty: 2859.252441
	Iteration 4F: 3 clusters Score -554515.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -554723.875000 Penalty: 2859.252441
	Iteration 5Q: 3 clusters Score -554723.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -554883.687500 Penalty: 2859.252441
	Iteration 6Q: 3 clusters Score -554883.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -555052.187500 Penalty: 2859.252441
	Iteration 7Q: 3 clusters Score -555052.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -555219.500000 Penalty: 2859.252441
	Iteration 8Q: 3 clusters Score -555219.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -555385.000000 Penalty: 2859.252441
	Iteration 9Q: 3 clusters Score -555385 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -555553.812500 Penalty: 2859.252441
	Iteration 10Q: 3 clusters Score -555553.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -555703.062500 Penalty: 2859.252441
	Iteration 11Q: 3 clusters Score -555703.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -555862.937500 Penalty: 2859.252441
	Iteration 12Q: 3 clusters Score -555862.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -555978.750000 Penalty: 2859.252441
	Iteration 13Q: 3 clusters Score -555978.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -556083.375000 Penalty: 2859.252441
	Iteration 14Q: 3 clusters Score -556083.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -556156.187500 Penalty: 2859.252441
	Iteration 15Q: 3 clusters Score -556156.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -556205.312500 Penalty: 2859.252441
	Iteration 16Q: 3 clusters Score -556205.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -556248.437500 Penalty: 2859.252441
	Iteration 17Q: 3 clusters Score -556248.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -556292.125000 Penalty: 2859.252441
	Iteration 18Q: 3 clusters Score -556292.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -556327.125000 Penalty: 2859.252441
	Iteration 19Q: 3 clusters Score -556327.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -556358.750000 Penalty: 2859.252441
	Iteration 20F: 3 clusters Score -556358.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -556379.562500 Penalty: 2859.252441
	Iteration 21Q: 3 clusters Score -556379.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -556395.750000 Penalty: 2859.252441
	Iteration 22Q: 3 clusters Score -556395.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -556411.250000 Penalty: 2859.252441
	Iteration 23Q: 3 clusters Score -556411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -556426.312500 Penalty: 2859.252441
	Iteration 24Q: 3 clusters Score -556426.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -556437.375000 Penalty: 2859.252441
	Iteration 25Q: 3 clusters Score -556437.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -556443.187500 Penalty: 2859.252441
	Iteration 26Q: 3 clusters Score -556443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -556447.937500 Penalty: 2859.252441
	Iteration 27Q: 3 clusters Score -556447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -556454.187500 Penalty: 2859.252441
	Iteration 28Q: 3 clusters Score -556454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -556457.312500 Penalty: 2859.252441
	Iteration 29Q: 3 clusters Score -556457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -556461.875000 Penalty: 2859.252441
	Iteration 30Q: 3 clusters Score -556461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -556464.812500 Penalty: 2859.252441
	Iteration 31Q: 3 clusters Score -556464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -556466.375000 Penalty: 2859.252441
	Iteration 32Q: 3 clusters Score -556466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -556469.437500 Penalty: 2859.252441
	Iteration 33Q: 3 clusters Score -556469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -556472.187500 Penalty: 2859.252441
	Iteration 34Q: 3 clusters Score -556472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -556475.625000 Penalty: 2859.252441
	Iteration 35Q: 3 clusters Score -556475.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -556478.687500 Penalty: 2859.252441
	Iteration 36Q: 3 clusters Score -556478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -556479.375000 Penalty: 2859.252441
	Iteration 37Q: 3 clusters Score -556479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -556478.562500 Penalty: 2859.252441
	Iteration 38Q: 3 clusters Score -556478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -556478.562500 Penalty: 2859.252441
	Iteration 39F: 3 clusters Score -556478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -791951.000000 Penalty: 1477.249756
	Iteration 0F: 2 clusters Score -791951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -785519.937500 Penalty: 2954.499512
	Iteration 0F: 3 clusters Score -785519.9 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -787492.250000 Penalty: 2954.499512
	Iteration 1F: 3 clusters Score -787492.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -787729.250000 Penalty: 2954.499512
	Iteration 2F: 3 clusters Score -787729.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -787907.187500 Penalty: 2954.499512
	Iteration 3Q: 3 clusters Score -787907.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -788046.437500 Penalty: 2954.499512
	Iteration 4Q: 3 clusters Score -788046.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -788158.625000 Penalty: 2954.499512
	Iteration 5Q: 3 clusters Score -788158.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -788253.937500 Penalty: 2954.499512
	Iteration 6Q: 3 clusters Score -788253.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -788343.562500 Penalty: 2954.499512
	Iteration 7Q: 3 clusters Score -788343.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -788425.062500 Penalty: 2954.499512
	Iteration 8Q: 3 clusters Score -788425.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -788483.812500 Penalty: 2954.499512
	Iteration 9Q: 3 clusters Score -788483.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -788536.125000 Penalty: 2954.499512
	Iteration 10Q: 3 clusters Score -788536.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -788597.062500 Penalty: 2954.499512
	Iteration 11Q: 3 clusters Score -788597.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -788657.375000 Penalty: 2954.499512
	Iteration 12Q: 3 clusters Score -788657.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -788739.750000 Penalty: 2954.499512
	Iteration 13Q: 3 clusters Score -788739.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -788825.937500 Penalty: 2954.499512
	Iteration 14Q: 3 clusters Score -788825.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -788928.437500 Penalty: 2954.499512
	Iteration 15Q: 3 clusters Score -788928.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -789060.312500 Penalty: 2954.499512
	Iteration 16Q: 3 clusters Score -789060.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -789184.500000 Penalty: 2954.499512
	Iteration 17Q: 3 clusters Score -789184.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -789332.562500 Penalty: 2954.499512
	Iteration 18Q: 3 clusters Score -789332.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -789521.562500 Penalty: 2954.499512
	Iteration 19Q: 3 clusters Score -789521.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -789738.500000 Penalty: 2954.499512
	Iteration 20F: 3 clusters Score -789738.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -789961.687500 Penalty: 2954.499512
	Iteration 21Q: 3 clusters Score -789961.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -790210.000000 Penalty: 2954.499512
	Iteration 22Q: 3 clusters Score -790210 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -790410.500000 Penalty: 2954.499512
	Iteration 23Q: 3 clusters Score -790410.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -790521.812500 Penalty: 2954.499512
	Iteration 24Q: 3 clusters Score -790521.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -790571.875000 Penalty: 2954.499512
	Iteration 25Q: 3 clusters Score -790571.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -790602.687500 Penalty: 2954.499512
	Iteration 26Q: 3 clusters Score -790602.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -790620.312500 Penalty: 2954.499512
	Iteration 27Q: 3 clusters Score -790620.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -790630.687500 Penalty: 2954.499512
	Iteration 28Q: 3 clusters Score -790630.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -790640.375000 Penalty: 2954.499512
	Iteration 29Q: 3 clusters Score -790640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -790645.562500 Penalty: 2954.499512
	Iteration 30Q: 3 clusters Score -790645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -790651.437500 Penalty: 2954.499512
	Iteration 31Q: 3 clusters Score -790651.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -790657.812500 Penalty: 2954.499512
	Iteration 32Q: 3 clusters Score -790657.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -790668.625000 Penalty: 2954.499512
	Iteration 33Q: 3 clusters Score -790668.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -790678.500000 Penalty: 2954.499512
	Iteration 34Q: 3 clusters Score -790678.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -790683.187500 Penalty: 2954.499512
	Iteration 35Q: 3 clusters Score -790683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -790692.187500 Penalty: 2954.499512
	Iteration 36Q: 3 clusters Score -790692.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -790697.750000 Penalty: 2954.499512
	Iteration 37Q: 3 clusters Score -790697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -790701.625000 Penalty: 2954.499512
	Iteration 38Q: 3 clusters Score -790701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -790704.125000 Penalty: 2954.499512
	Iteration 39Q: 3 clusters Score -790704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -790707.250000 Penalty: 2954.499512
	Iteration 40F: 3 clusters Score -790707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -790708.187500 Penalty: 2954.499512
	Iteration 41Q: 3 clusters Score -790708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -790710.062500 Penalty: 2954.499512
	Iteration 42Q: 3 clusters Score -790710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -790711.750000 Penalty: 2954.499512
	Iteration 43Q: 3 clusters Score -790711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -790713.375000 Penalty: 2954.499512
	Iteration 44Q: 3 clusters Score -790713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -790713.750000 Penalty: 2954.499512
	Iteration 45Q: 3 clusters Score -790713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -790713.375000 Penalty: 2954.499512
	Iteration 46Q: 3 clusters Score -790713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -790713.375000 Penalty: 2954.499512
	Iteration 47F: 3 clusters Score -790713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Entering Unmasked Estep 
Score: -918851.250000 Penalty: 1506.898438
	Iteration 0F: 2 clusters Score -918851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -911336.500000 Penalty: 3013.796875
	Iteration 0F: 3 clusters Score -911336.5 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -914205.687500 Penalty: 3013.796875
	Iteration 1F: 3 clusters Score -914205.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -915354.812500 Penalty: 3013.796875
	Iteration 2F: 3 clusters Score -915354.8 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -916712.562500 Penalty: 3013.796875
	Iteration 3F: 3 clusters Score -916712.6 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -917998.812500 Penalty: 3013.796875
	Iteration 4F: 3 clusters Score -917998.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -918721.875000 Penalty: 3013.796875
	Iteration 5F: 3 clusters Score -918721.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -918987.250000 Penalty: 3013.796875
	Iteration 6Q: 3 clusters Score -918987.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -919101.937500 Penalty: 3013.796875
	Iteration 7Q: 3 clusters Score -919101.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -919165.375000 Penalty: 3013.796875
	Iteration 8Q: 3 clusters Score -919165.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -919214.812500 Penalty: 3013.796875
	Iteration 9Q: 3 clusters Score -919214.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -919249.250000 Penalty: 3013.796875
	Iteration 10Q: 3 clusters Score -919249.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -919273.937500 Penalty: 3013.796875
	Iteration 11Q: 3 clusters Score -919273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -919299.812500 Penalty: 3013.796875
	Iteration 12Q: 3 clusters Score -919299.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -919316.937500 Penalty: 3013.796875
	Iteration 13Q: 3 clusters Score -919316.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -919332.437500 Penalty: 3013.796875
	Iteration 14Q: 3 clusters Score -919332.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -919341.000000 Penalty: 3013.796875
	Iteration 15Q: 3 clusters Score -919341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -919346.125000 Penalty: 3013.796875
	Iteration 16Q: 3 clusters Score -919346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -919351.937500 Penalty: 3013.796875
	Iteration 17Q: 3 clusters Score -919351.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -919356.625000 Penalty: 3013.796875
	Iteration 18Q: 3 clusters Score -919356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -919359.187500 Penalty: 3013.796875
	Iteration 19Q: 3 clusters Score -919359.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -919360.812500 Penalty: 3013.796875
	Iteration 20F: 3 clusters Score -919360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -919362.687500 Penalty: 3013.796875
	Iteration 21Q: 3 clusters Score -919362.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -919363.250000 Penalty: 3013.796875
	Iteration 22Q: 3 clusters Score -919363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -919365.000000 Penalty: 3013.796875
	Iteration 23Q: 3 clusters Score -919365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -919369.562500 Penalty: 3013.796875
	Iteration 24Q: 3 clusters Score -919369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -919368.562500 Penalty: 3013.796875
	Iteration 25Q: 3 clusters Score -919368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -919368.625000 Penalty: 3013.796875
	Iteration 26Q: 3 clusters Score -919368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -919370.500000 Penalty: 3013.796875
	Iteration 27Q: 3 clusters Score -919370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -919371.437500 Penalty: 3013.796875
	Iteration 28Q: 3 clusters Score -919371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -919375.875000 Penalty: 3013.796875
	Iteration 29Q: 3 clusters Score -919375.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -919378.062500 Penalty: 3013.796875
	Iteration 30Q: 3 clusters Score -919378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -919382.500000 Penalty: 3013.796875
	Iteration 31Q: 3 clusters Score -919382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -919385.562500 Penalty: 3013.796875
	Iteration 32Q: 3 clusters Score -919385.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -919392.187500 Penalty: 3013.796875
	Iteration 33Q: 3 clusters Score -919392.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -919398.062500 Penalty: 3013.796875
	Iteration 34Q: 3 clusters Score -919398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -919403.750000 Penalty: 3013.796875
	Iteration 35Q: 3 clusters Score -919403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -919405.750000 Penalty: 3013.796875
	Iteration 36Q: 3 clusters Score -919405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -919412.625000 Penalty: 3013.796875
	Iteration 37Q: 3 clusters Score -919412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -919416.062500 Penalty: 3013.796875
	Iteration 38Q: 3 clusters Score -919416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -919415.500000 Penalty: 3013.796875
	Iteration 39Q: 3 clusters Score -919415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -919416.937500 Penalty: 3013.796875
	Iteration 40F: 3 clusters Score -919416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -919417.187500 Penalty: 3013.796875
	Iteration 41Q: 3 clusters Score -919417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -919418.000000 Penalty: 3013.796875
	Iteration 42Q: 3 clusters Score -919418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -919419.187500 Penalty: 3013.796875
	Iteration 43Q: 3 clusters Score -919419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -919419.250000 Penalty: 3013.796875
	Iteration 44Q: 3 clusters Score -919419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -919418.687500 Penalty: 3013.796875
	Iteration 45Q: 3 clusters Score -919418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -919419.500000 Penalty: 3013.796875
	Iteration 46Q: 3 clusters Score -919419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -919423.375000 Penalty: 3013.796875
	Iteration 47Q: 3 clusters Score -919423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -919423.937500 Penalty: 3013.796875
	Iteration 48Q: 3 clusters Score -919423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -919423.312500 Penalty: 3013.796875
	Iteration 49Q: 3 clusters Score -919423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -919424.812500 Penalty: 3013.796875
	Iteration 50Q: 3 clusters Score -919424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -919424.250000 Penalty: 3013.796875
	Iteration 51Q: 3 clusters Score -919424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -919426.437500 Penalty: 3013.796875
	Iteration 52Q: 3 clusters Score -919426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -919426.562500 Penalty: 3013.796875
	Iteration 53Q: 3 clusters Score -919426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -919426.562500 Penalty: 3013.796875
	Iteration 54F: 3 clusters Score -919426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 22921 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 116635 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Entering Unmasked Estep 
Score: -76234704.000000 Penalty: 53449.867188
Splitting cluster 13 changes total score from -76199680.000000 to -76234704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -725992.750000 Penalty: 1473.057373
	Iteration 0F: 2 clusters Score -725992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -719731.000000 Penalty: 2946.114746
	Iteration 0F: 3 clusters Score -719731 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -722109.500000 Penalty: 2946.114746
	Iteration 1F: 3 clusters Score -722109.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -722580.187500 Penalty: 2946.114746
	Iteration 2F: 3 clusters Score -722580.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -723001.437500 Penalty: 2946.114746
	Iteration 3F: 3 clusters Score -723001.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -723413.875000 Penalty: 2946.114746
	Iteration 4F: 3 clusters Score -723413.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -723779.687500 Penalty: 2946.114746
	Iteration 5F: 3 clusters Score -723779.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -724057.062500 Penalty: 2946.114746
	Iteration 6Q: 3 clusters Score -724057.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -724281.875000 Penalty: 2946.114746
	Iteration 7Q: 3 clusters Score -724281.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -724537.937500 Penalty: 2946.114746
	Iteration 8Q: 3 clusters Score -724537.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -724781.375000 Penalty: 2946.114746
	Iteration 9Q: 3 clusters Score -724781.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -724956.375000 Penalty: 2946.114746
	Iteration 10Q: 3 clusters Score -724956.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -725054.312500 Penalty: 2946.114746
	Iteration 11Q: 3 clusters Score -725054.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -725110.562500 Penalty: 2946.114746
	Iteration 12Q: 3 clusters Score -725110.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -725150.437500 Penalty: 2946.114746
	Iteration 13Q: 3 clusters Score -725150.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -725167.312500 Penalty: 2946.114746
	Iteration 14Q: 3 clusters Score -725167.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -725182.687500 Penalty: 2946.114746
	Iteration 15Q: 3 clusters Score -725182.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -725191.937500 Penalty: 2946.114746
	Iteration 16Q: 3 clusters Score -725191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -725197.312500 Penalty: 2946.114746
	Iteration 17Q: 3 clusters Score -725197.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -725200.375000 Penalty: 2946.114746
	Iteration 18Q: 3 clusters Score -725200.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -725206.187500 Penalty: 2946.114746
	Iteration 19Q: 3 clusters Score -725206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -725207.875000 Penalty: 2946.114746
	Iteration 20F: 3 clusters Score -725207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -725208.250000 Penalty: 2946.114746
	Iteration 21Q: 3 clusters Score -725208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -725208.937500 Penalty: 2946.114746
	Iteration 22Q: 3 clusters Score -725208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -725210.062500 Penalty: 2946.114746
	Iteration 23Q: 3 clusters Score -725210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -725213.125000 Penalty: 2946.114746
	Iteration 24Q: 3 clusters Score -725213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -725212.500000 Penalty: 2946.114746
	Iteration 25Q: 3 clusters Score -725212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -725212.250000 Penalty: 2946.114746
	Iteration 26Q: 3 clusters Score -725212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -725213.375000 Penalty: 2946.114746
	Iteration 27Q: 3 clusters Score -725213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -725212.875000 Penalty: 2946.114746
	Iteration 28Q: 3 clusters Score -725212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -725213.562500 Penalty: 2946.114746
	Iteration 29Q: 3 clusters Score -725213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -725216.000000 Penalty: 2946.114746
	Iteration 30Q: 3 clusters Score -725216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -725216.625000 Penalty: 2946.114746
	Iteration 31Q: 3 clusters Score -725216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -725216.625000 Penalty: 2946.114746
	Iteration 32F: 3 clusters Score -725216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Entering Unmasked Estep 
Score: -1802288.625000 Penalty: 1631.468994
	Iteration 0F: 2 clusters Score -1802289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1786783.375000 Penalty: 3262.937988
	Iteration 0F: 3 clusters Score -1786783 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1792775.375000 Penalty: 3262.937988
	Iteration 1F: 3 clusters Score -1792775 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1793625.125000 Penalty: 3262.937988
	Iteration 2F: 3 clusters Score -1793625 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1794625.250000 Penalty: 3262.937988
	Iteration 3F: 3 clusters Score -1794625 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1795621.375000 Penalty: 3262.937988
	Iteration 4F: 3 clusters Score -1795621 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1796541.000000 Penalty: 3262.937988
	Iteration 5F: 3 clusters Score -1796541 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1797270.125000 Penalty: 3262.937988
	Iteration 6F: 3 clusters Score -1797270 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1797810.000000 Penalty: 3262.937988
	Iteration 7Q: 3 clusters Score -1797810 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1798210.250000 Penalty: 3262.937988
	Iteration 8Q: 3 clusters Score -1798210 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1798470.750000 Penalty: 3262.937988
	Iteration 9Q: 3 clusters Score -1798471 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1798666.250000 Penalty: 3262.937988
	Iteration 10Q: 3 clusters Score -1798666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1798825.625000 Penalty: 3262.937988
	Iteration 11Q: 3 clusters Score -1798826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1798942.875000 Penalty: 3262.937988
	Iteration 12Q: 3 clusters Score -1798943 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1799026.750000 Penalty: 3262.937988
	Iteration 13Q: 3 clusters Score -1799027 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1799123.125000 Penalty: 3262.937988
	Iteration 14Q: 3 clusters Score -1799123 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1799220.875000 Penalty: 3262.937988
	Iteration 15Q: 3 clusters Score -1799221 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1799347.625000 Penalty: 3262.937988
	Iteration 16Q: 3 clusters Score -1799348 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1799501.625000 Penalty: 3262.937988
	Iteration 17Q: 3 clusters Score -1799502 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1799649.875000 Penalty: 3262.937988
	Iteration 18Q: 3 clusters Score -1799650 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1799767.500000 Penalty: 3262.937988
	Iteration 19Q: 3 clusters Score -1799768 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1799868.000000 Penalty: 3262.937988
	Iteration 20F: 3 clusters Score -1799868 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1799959.875000 Penalty: 3262.937988
	Iteration 21Q: 3 clusters Score -1799960 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1800018.750000 Penalty: 3262.937988
	Iteration 22Q: 3 clusters Score -1800019 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1800082.875000 Penalty: 3262.937988
	Iteration 23Q: 3 clusters Score -1800083 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1800138.000000 Penalty: 3262.937988
	Iteration 24Q: 3 clusters Score -1800138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1800181.750000 Penalty: 3262.937988
	Iteration 25Q: 3 clusters Score -1800182 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1800262.875000 Penalty: 3262.937988
	Iteration 26Q: 3 clusters Score -1800263 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1800339.250000 Penalty: 3262.937988
	Iteration 27Q: 3 clusters Score -1800339 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1800392.500000 Penalty: 3262.937988
	Iteration 28Q: 3 clusters Score -1800392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1800429.000000 Penalty: 3262.937988
	Iteration 29Q: 3 clusters Score -1800429 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1800465.750000 Penalty: 3262.937988
	Iteration 30Q: 3 clusters Score -1800466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1800514.625000 Penalty: 3262.937988
	Iteration 31Q: 3 clusters Score -1800515 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1800559.000000 Penalty: 3262.937988
	Iteration 32Q: 3 clusters Score -1800559 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1800593.250000 Penalty: 3262.937988
	Iteration 33Q: 3 clusters Score -1800593 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1800628.125000 Penalty: 3262.937988
	Iteration 34Q: 3 clusters Score -1800628 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1800671.250000 Penalty: 3262.937988
	Iteration 35Q: 3 clusters Score -1800671 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1800719.500000 Penalty: 3262.937988
	Iteration 36Q: 3 clusters Score -1800720 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1800773.500000 Penalty: 3262.937988
	Iteration 37Q: 3 clusters Score -1800774 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1800838.250000 Penalty: 3262.937988
	Iteration 38Q: 3 clusters Score -1800838 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1800925.375000 Penalty: 3262.937988
	Iteration 39Q: 3 clusters Score -1800925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1800999.125000 Penalty: 3262.937988
	Iteration 40F: 3 clusters Score -1800999 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1801084.750000 Penalty: 3262.937988
	Iteration 41Q: 3 clusters Score -1801085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1801182.125000 Penalty: 3262.937988
	Iteration 42Q: 3 clusters Score -1801182 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1801269.375000 Penalty: 3262.937988
	Iteration 43Q: 3 clusters Score -1801269 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1801365.250000 Penalty: 3262.937988
	Iteration 44Q: 3 clusters Score -1801365 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1801445.250000 Penalty: 3262.937988
	Iteration 45Q: 3 clusters Score -1801445 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1801548.500000 Penalty: 3262.937988
	Iteration 46Q: 3 clusters Score -1801548 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1801666.750000 Penalty: 3262.937988
	Iteration 47Q: 3 clusters Score -1801667 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1801781.750000 Penalty: 3262.937988
	Iteration 48Q: 3 clusters Score -1801782 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1801935.500000 Penalty: 3262.937988
	Iteration 49Q: 3 clusters Score -1801936 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1802102.875000 Penalty: 3262.937988
	Iteration 50Q: 3 clusters Score -1802103 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1802305.375000 Penalty: 3262.937988
	Iteration 51Q: 3 clusters Score -1802305 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1802476.750000 Penalty: 3262.937988
	Iteration 52Q: 3 clusters Score -1802477 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1802642.500000 Penalty: 3262.937988
	Iteration 53Q: 3 clusters Score -1802642 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1802771.750000 Penalty: 3262.937988
	Iteration 54Q: 3 clusters Score -1802772 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1802884.500000 Penalty: 3262.937988
	Iteration 55Q: 3 clusters Score -1802884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1802976.250000 Penalty: 3262.937988
	Iteration 56Q: 3 clusters Score -1802976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1803054.750000 Penalty: 3262.937988
	Iteration 57Q: 3 clusters Score -1803055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1803128.000000 Penalty: 3262.937988
	Iteration 58Q: 3 clusters Score -1803128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1803185.750000 Penalty: 3262.937988
	Iteration 59Q: 3 clusters Score -1803186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1803240.875000 Penalty: 3262.937988
	Iteration 60F: 3 clusters Score -1803241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1803283.250000 Penalty: 3262.937988
	Iteration 61Q: 3 clusters Score -1803283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1803324.625000 Penalty: 3262.937988
	Iteration 62Q: 3 clusters Score -1803325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1803341.375000 Penalty: 3262.937988
	Iteration 63Q: 3 clusters Score -1803341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1803353.625000 Penalty: 3262.937988
	Iteration 64Q: 3 clusters Score -1803354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1803359.250000 Penalty: 3262.937988
	Iteration 65Q: 3 clusters Score -1803359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1803364.125000 Penalty: 3262.937988
	Iteration 66Q: 3 clusters Score -1803364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1803368.750000 Penalty: 3262.937988
	Iteration 67Q: 3 clusters Score -1803369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1803372.250000 Penalty: 3262.937988
	Iteration 68Q: 3 clusters Score -1803372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1803371.375000 Penalty: 3262.937988
	Iteration 69Q: 3 clusters Score -1803371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1803375.000000 Penalty: 3262.937988
	Iteration 70Q: 3 clusters Score -1803375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1803375.500000 Penalty: 3262.937988
	Iteration 71Q: 3 clusters Score -1803376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1803374.125000 Penalty: 3262.937988
	Iteration 72Q: 3 clusters Score -1803374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1803378.875000 Penalty: 3262.937988
	Iteration 73Q: 3 clusters Score -1803379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1803377.875000 Penalty: 3262.937988
	Iteration 74Q: 3 clusters Score -1803378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1803380.000000 Penalty: 3262.937988
	Iteration 75Q: 3 clusters Score -1803380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1803382.875000 Penalty: 3262.937988
	Iteration 76Q: 3 clusters Score -1803383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1803383.875000 Penalty: 3262.937988
	Iteration 77Q: 3 clusters Score -1803384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1803383.500000 Penalty: 3262.937988
	Iteration 78Q: 3 clusters Score -1803384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1803386.000000 Penalty: 3262.937988
	Iteration 79Q: 3 clusters Score -1803386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1803385.500000 Penalty: 3262.937988
	Iteration 80F: 3 clusters Score -1803386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1803386.500000 Penalty: 3262.937988
	Iteration 81Q: 3 clusters Score -1803386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1803386.500000 Penalty: 3262.937988
	Iteration 82F: 3 clusters Score -1803386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 116635 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 2445 members 
Entering Unmasked Estep 
Score: -76234776.000000 Penalty: 55676.945312
Splitting cluster 15 changes total score from -76199680.000000 to -76234776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (18364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Entering Unmasked Estep 
Score: -1586077.875000 Penalty: 1595.448975
	Iteration 0F: 2 clusters Score -1586078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1573611.250000 Penalty: 3190.897949
	Iteration 0F: 3 clusters Score -1573611 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1578570.250000 Penalty: 3190.897949
	Iteration 1F: 3 clusters Score -1578570 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1579447.250000 Penalty: 3190.897949
	Iteration 2F: 3 clusters Score -1579447 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1580451.625000 Penalty: 3190.897949
	Iteration 3F: 3 clusters Score -1580452 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1581427.250000 Penalty: 3190.897949
	Iteration 4F: 3 clusters Score -1581427 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1582191.250000 Penalty: 3190.897949
	Iteration 5F: 3 clusters Score -1582191 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1582695.750000 Penalty: 3190.897949
	Iteration 6F: 3 clusters Score -1582696 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1583033.250000 Penalty: 3190.897949
	Iteration 7Q: 3 clusters Score -1583033 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1583284.750000 Penalty: 3190.897949
	Iteration 8Q: 3 clusters Score -1583285 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1583484.625000 Penalty: 3190.897949
	Iteration 9Q: 3 clusters Score -1583485 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1583638.375000 Penalty: 3190.897949
	Iteration 10Q: 3 clusters Score -1583638 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1583785.875000 Penalty: 3190.897949
	Iteration 11Q: 3 clusters Score -1583786 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1583904.125000 Penalty: 3190.897949
	Iteration 12Q: 3 clusters Score -1583904 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1584018.125000 Penalty: 3190.897949
	Iteration 13Q: 3 clusters Score -1584018 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1584118.625000 Penalty: 3190.897949
	Iteration 14Q: 3 clusters Score -1584119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1584222.000000 Penalty: 3190.897949
	Iteration 15Q: 3 clusters Score -1584222 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1584301.125000 Penalty: 3190.897949
	Iteration 16Q: 3 clusters Score -1584301 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1584370.000000 Penalty: 3190.897949
	Iteration 17Q: 3 clusters Score -1584370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1584432.250000 Penalty: 3190.897949
	Iteration 18Q: 3 clusters Score -1584432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1584494.000000 Penalty: 3190.897949
	Iteration 19Q: 3 clusters Score -1584494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1584552.625000 Penalty: 3190.897949
	Iteration 20F: 3 clusters Score -1584553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1584587.500000 Penalty: 3190.897949
	Iteration 21Q: 3 clusters Score -1584588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1584623.500000 Penalty: 3190.897949
	Iteration 22Q: 3 clusters Score -1584624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1584652.375000 Penalty: 3190.897949
	Iteration 23Q: 3 clusters Score -1584652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1584679.750000 Penalty: 3190.897949
	Iteration 24Q: 3 clusters Score -1584680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1584701.125000 Penalty: 3190.897949
	Iteration 25Q: 3 clusters Score -1584701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1584713.375000 Penalty: 3190.897949
	Iteration 26Q: 3 clusters Score -1584713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1584730.125000 Penalty: 3190.897949
	Iteration 27Q: 3 clusters Score -1584730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1584752.000000 Penalty: 3190.897949
	Iteration 28Q: 3 clusters Score -1584752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1584764.000000 Penalty: 3190.897949
	Iteration 29Q: 3 clusters Score -1584764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1584778.125000 Penalty: 3190.897949
	Iteration 30Q: 3 clusters Score -1584778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1584789.250000 Penalty: 3190.897949
	Iteration 31Q: 3 clusters Score -1584789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1584796.375000 Penalty: 3190.897949
	Iteration 32Q: 3 clusters Score -1584796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1584806.375000 Penalty: 3190.897949
	Iteration 33Q: 3 clusters Score -1584806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1584819.875000 Penalty: 3190.897949
	Iteration 34Q: 3 clusters Score -1584820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1584829.875000 Penalty: 3190.897949
	Iteration 35Q: 3 clusters Score -1584830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1584835.000000 Penalty: 3190.897949
	Iteration 36Q: 3 clusters Score -1584835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1584843.625000 Penalty: 3190.897949
	Iteration 37Q: 3 clusters Score -1584844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1584855.875000 Penalty: 3190.897949
	Iteration 38Q: 3 clusters Score -1584856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1584860.250000 Penalty: 3190.897949
	Iteration 39Q: 3 clusters Score -1584860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1584868.125000 Penalty: 3190.897949
	Iteration 40F: 3 clusters Score -1584868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1584870.750000 Penalty: 3190.897949
	Iteration 41Q: 3 clusters Score -1584871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1584877.875000 Penalty: 3190.897949
	Iteration 42Q: 3 clusters Score -1584878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1584877.000000 Penalty: 3190.897949
	Iteration 43Q: 3 clusters Score -1584877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1584878.625000 Penalty: 3190.897949
	Iteration 44Q: 3 clusters Score -1584879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1584880.875000 Penalty: 3190.897949
	Iteration 45Q: 3 clusters Score -1584881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1584882.500000 Penalty: 3190.897949
	Iteration 46Q: 3 clusters Score -1584882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1584883.000000 Penalty: 3190.897949
	Iteration 47Q: 3 clusters Score -1584883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1584883.000000 Penalty: 3190.897949
	Iteration 48F: 3 clusters Score -1584883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (116635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Entering Unmasked Estep 
Score: -10319238.000000 Penalty: 1895.855713
	Iteration 0F: 2 clusters Score -1.031924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -10241012.000000 Penalty: 3791.711426
	Iteration 0F: 3 clusters Score -1.024101e+07 nChanged 55938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -10276376.000000 Penalty: 3791.711426
	Iteration 1F: 3 clusters Score -1.027638e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -10280046.000000 Penalty: 3791.711426
	Iteration 2F: 3 clusters Score -1.028005e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -10285459.000000 Penalty: 3791.711426
	Iteration 3F: 3 clusters Score -1.028546e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -10292984.000000 Penalty: 3791.711426
	Iteration 4F: 3 clusters Score -1.029298e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -10302256.000000 Penalty: 3791.711426
	Iteration 5F: 3 clusters Score -1.030226e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -10310111.000000 Penalty: 3791.711426
	Iteration 6F: 3 clusters Score -1.031011e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -10314660.000000 Penalty: 3791.711426
	Iteration 7F: 3 clusters Score -1.031466e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -10316982.000000 Penalty: 3791.711426
	Iteration 8Q: 3 clusters Score -1.031698e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -10318337.000000 Penalty: 3791.711426
	Iteration 9Q: 3 clusters Score -1.031834e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -10319278.000000 Penalty: 3791.711426
	Iteration 10Q: 3 clusters Score -1.031928e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -10320026.000000 Penalty: 3791.711426
	Iteration 11Q: 3 clusters Score -1.032003e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -10320826.000000 Penalty: 3791.711426
	Iteration 12Q: 3 clusters Score -1.032083e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -10321480.000000 Penalty: 3791.711426
	Iteration 13Q: 3 clusters Score -1.032148e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -10322101.000000 Penalty: 3791.711426
	Iteration 14Q: 3 clusters Score -1.03221e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -10322817.000000 Penalty: 3791.711426
	Iteration 15Q: 3 clusters Score -1.032282e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -10323462.000000 Penalty: 3791.711426
	Iteration 16Q: 3 clusters Score -1.032346e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -10323775.000000 Penalty: 3791.711426
	Iteration 17Q: 3 clusters Score -1.032378e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10324054.000000 Penalty: 3791.711426
	Iteration 18Q: 3 clusters Score -1.032405e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -10324364.000000 Penalty: 3791.711426
	Iteration 19Q: 3 clusters Score -1.032436e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -10324537.000000 Penalty: 3791.711426
	Iteration 20F: 3 clusters Score -1.032454e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -10324616.000000 Penalty: 3791.711426
	Iteration 21Q: 3 clusters Score -1.032462e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -10324700.000000 Penalty: 3791.711426
	Iteration 22Q: 3 clusters Score -1.03247e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -10324792.000000 Penalty: 3791.711426
	Iteration 23Q: 3 clusters Score -1.032479e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 3791.711426
	Iteration 24Q: 3 clusters Score -1.032483e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -10324847.000000 Penalty: 3791.711426
	Iteration 25Q: 3 clusters Score -1.032485e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -10324851.000000 Penalty: 3791.711426
	Iteration 26Q: 3 clusters Score -1.032485e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -10324883.000000 Penalty: 3791.711426
	Iteration 27Q: 3 clusters Score -1.032488e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -10324881.000000 Penalty: 3791.711426
	Iteration 28Q: 3 clusters Score -1.032488e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -10324890.000000 Penalty: 3791.711426
	Iteration 29Q: 3 clusters Score -1.032489e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -10324895.000000 Penalty: 3791.711426
	Iteration 30Q: 3 clusters Score -1.03249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -10324882.000000 Penalty: 3791.711426
	Iteration 31Q: 3 clusters Score -1.032488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -10324868.000000 Penalty: 3791.711426
	Iteration 32Q: 3 clusters Score -1.032487e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -10324868.000000 Penalty: 3791.711426
	Iteration 33Q: 3 clusters Score -1.032487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10324865.000000 Penalty: 3791.711426
	Iteration 34Q: 3 clusters Score -1.032486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -10324860.000000 Penalty: 3791.711426
	Iteration 35Q: 3 clusters Score -1.032486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -10324854.000000 Penalty: 3791.711426
	Iteration 36Q: 3 clusters Score -1.032485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -10324860.000000 Penalty: 3791.711426
	Iteration 37Q: 3 clusters Score -1.032486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -10324843.000000 Penalty: 3791.711426
	Iteration 38Q: 3 clusters Score -1.032484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -10324844.000000 Penalty: 3791.711426
	Iteration 39Q: 3 clusters Score -1.032484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -10324829.000000 Penalty: 3791.711426
	Iteration 40F: 3 clusters Score -1.032483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -10324818.000000 Penalty: 3791.711426
	Iteration 41Q: 3 clusters Score -1.032482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -10324836.000000 Penalty: 3791.711426
	Iteration 42Q: 3 clusters Score -1.032484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -10324829.000000 Penalty: 3791.711426
	Iteration 43Q: 3 clusters Score -1.032483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10324831.000000 Penalty: 3791.711426
	Iteration 44Q: 3 clusters Score -1.032483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 3791.711426
	Iteration 45Q: 3 clusters Score -1.032483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -10324824.000000 Penalty: 3791.711426
	Iteration 46Q: 3 clusters Score -1.032482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 3791.711426
	Iteration 47Q: 3 clusters Score -1.032483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 3791.711426
	Iteration 48Q: 3 clusters Score -1.032483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -10324816.000000 Penalty: 3791.711426
	Iteration 49Q: 3 clusters Score -1.032482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10324821.000000 Penalty: 3791.711426
	Iteration 50Q: 3 clusters Score -1.032482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -10324823.000000 Penalty: 3791.711426
	Iteration 51Q: 3 clusters Score -1.032482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10324838.000000 Penalty: 3791.711426
	Iteration 52Q: 3 clusters Score -1.032484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -10324833.000000 Penalty: 3791.711426
	Iteration 53Q: 3 clusters Score -1.032483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10324819.000000 Penalty: 3791.711426
	Iteration 54Q: 3 clusters Score -1.032482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10324819.000000 Penalty: 3791.711426
	Iteration 55F: 3 clusters Score -1.032482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 80855 members 
Entering Unmasked Estep 
Score: -76240128.000000 Penalty: 57904.023438
Splitting cluster 17 changes total score from -76199680.000000 to -76240128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -317247.812500 Penalty: 1347.823730
	Iteration 0F: 2 clusters Score -317247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -314007.125000 Penalty: 2695.647461
	Iteration 0F: 3 clusters Score -314007.1 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -315114.062500 Penalty: 2695.647461
	Iteration 1F: 3 clusters Score -315114.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -315576.562500 Penalty: 2695.647461
	Iteration 2F: 3 clusters Score -315576.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -316265.781250 Penalty: 2695.647461
	Iteration 3F: 3 clusters Score -316265.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -317130.406250 Penalty: 2695.647461
	Iteration 4F: 3 clusters Score -317130.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -317544.312500 Penalty: 2695.647461
	Iteration 5F: 3 clusters Score -317544.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -317685.406250 Penalty: 2695.647461
	Iteration 6Q: 3 clusters Score -317685.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -317754.187500 Penalty: 2695.647461
	Iteration 7Q: 3 clusters Score -317754.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -317780.906250 Penalty: 2695.647461
	Iteration 8Q: 3 clusters Score -317780.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -317795.968750 Penalty: 2695.647461
	Iteration 9Q: 3 clusters Score -317796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -317806.656250 Penalty: 2695.647461
	Iteration 10Q: 3 clusters Score -317806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -317815.718750 Penalty: 2695.647461
	Iteration 11Q: 3 clusters Score -317815.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -317826.625000 Penalty: 2695.647461
	Iteration 12Q: 3 clusters Score -317826.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -317835.687500 Penalty: 2695.647461
	Iteration 13Q: 3 clusters Score -317835.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317839.625000 Penalty: 2695.647461
	Iteration 14Q: 3 clusters Score -317839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -317842.562500 Penalty: 2695.647461
	Iteration 15Q: 3 clusters Score -317842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -317843.781250 Penalty: 2695.647461
	Iteration 16Q: 3 clusters Score -317843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -317845.187500 Penalty: 2695.647461
	Iteration 17Q: 3 clusters Score -317845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -317846.031250 Penalty: 2695.647461
	Iteration 18Q: 3 clusters Score -317846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -317846.281250 Penalty: 2695.647461
	Iteration 19Q: 3 clusters Score -317846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -317846.281250 Penalty: 2695.647461
	Iteration 20F: 3 clusters Score -317846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 80855 members 
Mstep: Class 27 contains 1292 members 
Entering Unmasked Estep 
Score: -76239688.000000 Penalty: 60131.101562
Splitting cluster 18 changes total score from -76199680.000000 to -76239688.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -132659.593750 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -132659.6 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 1043 members 
Entering Unmasked Estep 
Score: -130563.820312 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -130563.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -131800.171875 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -131800.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -132392.359375 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -132392.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -132742.656250 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -132742.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132975.859375 Penalty: 2482.414551
	Iteration 4F: 3 clusters Score -132975.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -133125.843750 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -133125.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133205.671875 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -133205.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133239.890625 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -133239.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133262.890625 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -133262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133288.218750 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -133288.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133335.078125 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -133335.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133368.062500 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -133368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133379.406250 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -133379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133386.390625 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -133386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133391.468750 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -133391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133396.187500 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -133396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -133397.796875 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -133397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133398.359375 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -133398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133399.921875 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -133399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133403.796875 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -133403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133410.203125 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -133410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133415.093750 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -133415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133418.953125 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -133419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133419.343750 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -133419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133419.343750 Penalty: 2482.414551
	Iteration 24F: 3 clusters Score -133419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 80855 members 
Mstep: Class 27 contains 1292 members 
Mstep: Class 28 contains 695 members 
Entering Unmasked Estep 
Score: -76239432.000000 Penalty: 62358.179688
Splitting cluster 19 changes total score from -76199680.000000 to -76239432.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (16500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Entering Unmasked Estep 
Score: -1388261.375000 Penalty: 1578.056274
	Iteration 0F: 2 clusters Score -1388261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1376978.500000 Penalty: 3156.112549
	Iteration 0F: 3 clusters Score -1376978 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1381151.625000 Penalty: 3156.112549
	Iteration 1F: 3 clusters Score -1381152 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1381813.375000 Penalty: 3156.112549
	Iteration 2F: 3 clusters Score -1381813 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1382564.000000 Penalty: 3156.112549
	Iteration 3F: 3 clusters Score -1382564 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1383463.750000 Penalty: 3156.112549
	Iteration 4F: 3 clusters Score -1383464 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1384391.625000 Penalty: 3156.112549
	Iteration 5F: 3 clusters Score -1384392 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1385339.500000 Penalty: 3156.112549
	Iteration 6F: 3 clusters Score -1385340 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1386126.875000 Penalty: 3156.112549
	Iteration 7F: 3 clusters Score -1386127 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1386563.500000 Penalty: 3156.112549
	Iteration 8Q: 3 clusters Score -1386564 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1386789.750000 Penalty: 3156.112549
	Iteration 9Q: 3 clusters Score -1386790 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1386921.625000 Penalty: 3156.112549
	Iteration 10Q: 3 clusters Score -1386922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1387033.500000 Penalty: 3156.112549
	Iteration 11Q: 3 clusters Score -1387034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1387108.625000 Penalty: 3156.112549
	Iteration 12Q: 3 clusters Score -1387109 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1387179.375000 Penalty: 3156.112549
	Iteration 13Q: 3 clusters Score -1387179 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1387244.500000 Penalty: 3156.112549
	Iteration 14Q: 3 clusters Score -1387244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1387302.625000 Penalty: 3156.112549
	Iteration 15Q: 3 clusters Score -1387303 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1387361.375000 Penalty: 3156.112549
	Iteration 16Q: 3 clusters Score -1387361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1387418.375000 Penalty: 3156.112549
	Iteration 17Q: 3 clusters Score -1387418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1387482.625000 Penalty: 3156.112549
	Iteration 18Q: 3 clusters Score -1387483 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1387532.250000 Penalty: 3156.112549
	Iteration 19Q: 3 clusters Score -1387532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1387587.750000 Penalty: 3156.112549
	Iteration 20F: 3 clusters Score -1387588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1387646.625000 Penalty: 3156.112549
	Iteration 21Q: 3 clusters Score -1387647 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1387727.500000 Penalty: 3156.112549
	Iteration 22Q: 3 clusters Score -1387728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1387806.500000 Penalty: 3156.112549
	Iteration 23Q: 3 clusters Score -1387806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1387881.250000 Penalty: 3156.112549
	Iteration 24Q: 3 clusters Score -1387881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1387934.500000 Penalty: 3156.112549
	Iteration 25Q: 3 clusters Score -1387934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1387978.250000 Penalty: 3156.112549
	Iteration 26Q: 3 clusters Score -1387978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1388002.875000 Penalty: 3156.112549
	Iteration 27Q: 3 clusters Score -1388003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1388032.875000 Penalty: 3156.112549
	Iteration 28Q: 3 clusters Score -1388033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1388051.125000 Penalty: 3156.112549
	Iteration 29Q: 3 clusters Score -1388051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1388062.125000 Penalty: 3156.112549
	Iteration 30Q: 3 clusters Score -1388062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1388074.875000 Penalty: 3156.112549
	Iteration 31Q: 3 clusters Score -1388075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1388088.750000 Penalty: 3156.112549
	Iteration 32Q: 3 clusters Score -1388089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1388093.375000 Penalty: 3156.112549
	Iteration 33Q: 3 clusters Score -1388093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1388098.000000 Penalty: 3156.112549
	Iteration 34Q: 3 clusters Score -1388098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1388106.500000 Penalty: 3156.112549
	Iteration 35Q: 3 clusters Score -1388106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1388110.875000 Penalty: 3156.112549
	Iteration 36Q: 3 clusters Score -1388111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1388115.250000 Penalty: 3156.112549
	Iteration 37Q: 3 clusters Score -1388115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1388114.875000 Penalty: 3156.112549
	Iteration 38Q: 3 clusters Score -1388115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1388122.000000 Penalty: 3156.112549
	Iteration 39Q: 3 clusters Score -1388122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1388123.625000 Penalty: 3156.112549
	Iteration 40F: 3 clusters Score -1388124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1388126.000000 Penalty: 3156.112549
	Iteration 41Q: 3 clusters Score -1388126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1388127.500000 Penalty: 3156.112549
	Iteration 42Q: 3 clusters Score -1388128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1388130.750000 Penalty: 3156.112549
	Iteration 43Q: 3 clusters Score -1388131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1388131.000000 Penalty: 3156.112549
	Iteration 44Q: 3 clusters Score -1388131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1388132.000000 Penalty: 3156.112549
	Iteration 45Q: 3 clusters Score -1388132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1388134.875000 Penalty: 3156.112549
	Iteration 46Q: 3 clusters Score -1388135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1388134.625000 Penalty: 3156.112549
	Iteration 47Q: 3 clusters Score -1388135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1388140.000000 Penalty: 3156.112549
	Iteration 48Q: 3 clusters Score -1388140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1388140.500000 Penalty: 3156.112549
	Iteration 49Q: 3 clusters Score -1388140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1388140.375000 Penalty: 3156.112549
	Iteration 50Q: 3 clusters Score -1388140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1388142.125000 Penalty: 3156.112549
	Iteration 51Q: 3 clusters Score -1388142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1388140.500000 Penalty: 3156.112549
	Iteration 52Q: 3 clusters Score -1388140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1388144.125000 Penalty: 3156.112549
	Iteration 53Q: 3 clusters Score -1388144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1388146.000000 Penalty: 3156.112549
	Iteration 54Q: 3 clusters Score -1388146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1388146.375000 Penalty: 3156.112549
	Iteration 55Q: 3 clusters Score -1388146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1388148.125000 Penalty: 3156.112549
	Iteration 56Q: 3 clusters Score -1388148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1388145.250000 Penalty: 3156.112549
	Iteration 57Q: 3 clusters Score -1388145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1388145.250000 Penalty: 3156.112549
	Iteration 58Q: 3 clusters Score -1388145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1388145.375000 Penalty: 3156.112549
	Iteration 59Q: 3 clusters Score -1388145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1388146.625000 Penalty: 3156.112549
	Iteration 60F: 3 clusters Score -1388147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1388148.500000 Penalty: 3156.112549
	Iteration 61Q: 3 clusters Score -1388148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1388148.500000 Penalty: 3156.112549
	Iteration 62F: 3 clusters Score -1388148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -1363406.875000 Penalty: 1593.526245
	Iteration 0F: 2 clusters Score -1363407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1350916.750000 Penalty: 3187.052490
	Iteration 0F: 3 clusters Score -1350917 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1356300.000000 Penalty: 3187.052490
	Iteration 1F: 3 clusters Score -1356300 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1357835.375000 Penalty: 3187.052490
	Iteration 2F: 3 clusters Score -1357835 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1359102.000000 Penalty: 3187.052490
	Iteration 3F: 3 clusters Score -1359102 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1359957.500000 Penalty: 3187.052490
	Iteration 4F: 3 clusters Score -1359958 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1360692.250000 Penalty: 3187.052490
	Iteration 5F: 3 clusters Score -1360692 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1361493.750000 Penalty: 3187.052490
	Iteration 6F: 3 clusters Score -1361494 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1362677.625000 Penalty: 3187.052490
	Iteration 7F: 3 clusters Score -1362678 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1364739.750000 Penalty: 3187.052490
	Iteration 8F: 3 clusters Score -1364740 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1368123.375000 Penalty: 3187.052490
	Iteration 9F: 3 clusters Score -1368123 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1371262.375000 Penalty: 3187.052490
	Iteration 10F: 3 clusters Score -1371262 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1373210.125000 Penalty: 3187.052490
	Iteration 11Q: 3 clusters Score -1373210 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1374442.250000 Penalty: 3187.052490
	Iteration 12Q: 3 clusters Score -1374442 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1375075.250000 Penalty: 3187.052490
	Iteration 13Q: 3 clusters Score -1375075 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1375397.875000 Penalty: 3187.052490
	Iteration 14Q: 3 clusters Score -1375398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1375623.875000 Penalty: 3187.052490
	Iteration 15Q: 3 clusters Score -1375624 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1375746.750000 Penalty: 3187.052490
	Iteration 16Q: 3 clusters Score -1375747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1375825.625000 Penalty: 3187.052490
	Iteration 17Q: 3 clusters Score -1375826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1375855.500000 Penalty: 3187.052490
	Iteration 18Q: 3 clusters Score -1375856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1375867.125000 Penalty: 3187.052490
	Iteration 19Q: 3 clusters Score -1375867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1375865.500000 Penalty: 3187.052490
	Iteration 20F: 3 clusters Score -1375866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1375872.375000 Penalty: 3187.052490
	Iteration 21Q: 3 clusters Score -1375872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1375873.375000 Penalty: 3187.052490
	Iteration 22Q: 3 clusters Score -1375873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1375873.500000 Penalty: 3187.052490
	Iteration 23Q: 3 clusters Score -1375874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1375875.000000 Penalty: 3187.052490
	Iteration 24Q: 3 clusters Score -1375875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1375876.125000 Penalty: 3187.052490
	Iteration 25Q: 3 clusters Score -1375876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1375876.125000 Penalty: 3187.052490
	Iteration 26F: 3 clusters Score -1375876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 27259 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 80855 members 
Mstep: Class 27 contains 1292 members 
Mstep: Class 28 contains 695 members 
Mstep: Class 29 contains 11582 members 
Entering Unmasked Estep 
Score: -76252072.000000 Penalty: 64585.257812
Splitting cluster 21 changes total score from -76199680.000000 to -76252072.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (42014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Entering Unmasked Estep 
Score: -3687916.750000 Penalty: 1729.935791
	Iteration 0F: 2 clusters Score -3687917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3659577.500000 Penalty: 3459.871582
	Iteration 0F: 3 clusters Score -3659578 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3670722.500000 Penalty: 3459.871582
	Iteration 1F: 3 clusters Score -3670722 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3671212.250000 Penalty: 3459.871582
	Iteration 2Q: 3 clusters Score -3671212 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3671739.500000 Penalty: 3459.871582
	Iteration 3Q: 3 clusters Score -3671740 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3672496.750000 Penalty: 3459.871582
	Iteration 4Q: 3 clusters Score -3672497 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3673700.750000 Penalty: 3459.871582
	Iteration 5F: 3 clusters Score -3673701 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3675698.250000 Penalty: 3459.871582
	Iteration 6F: 3 clusters Score -3675698 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3678700.750000 Penalty: 3459.871582
	Iteration 7F: 3 clusters Score -3678701 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3681964.250000 Penalty: 3459.871582
	Iteration 8F: 3 clusters Score -3681964 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -3684386.250000 Penalty: 3459.871582
	Iteration 9F: 3 clusters Score -3684386 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -3685627.000000 Penalty: 3459.871582
	Iteration 10Q: 3 clusters Score -3685627 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -3686166.500000 Penalty: 3459.871582
	Iteration 11Q: 3 clusters Score -3686166 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -3686417.750000 Penalty: 3459.871582
	Iteration 12Q: 3 clusters Score -3686418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -3686546.250000 Penalty: 3459.871582
	Iteration 13Q: 3 clusters Score -3686546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -3686615.250000 Penalty: 3459.871582
	Iteration 14Q: 3 clusters Score -3686615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -3686655.500000 Penalty: 3459.871582
	Iteration 15Q: 3 clusters Score -3686656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -3686686.750000 Penalty: 3459.871582
	Iteration 16Q: 3 clusters Score -3686687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -3686698.500000 Penalty: 3459.871582
	Iteration 17Q: 3 clusters Score -3686698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -3686708.250000 Penalty: 3459.871582
	Iteration 18Q: 3 clusters Score -3686708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -3686715.500000 Penalty: 3459.871582
	Iteration 19Q: 3 clusters Score -3686716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -3686719.000000 Penalty: 3459.871582
	Iteration 20F: 3 clusters Score -3686719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -3686718.750000 Penalty: 3459.871582
	Iteration 21Q: 3 clusters Score -3686719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -3686723.500000 Penalty: 3459.871582
	Iteration 22Q: 3 clusters Score -3686724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -3686722.750000 Penalty: 3459.871582
	Iteration 23Q: 3 clusters Score -3686723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -3686723.750000 Penalty: 3459.871582
	Iteration 24Q: 3 clusters Score -3686724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -3686726.750000 Penalty: 3459.871582
	Iteration 25Q: 3 clusters Score -3686727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -3686728.000000 Penalty: 3459.871582
	Iteration 26Q: 3 clusters Score -3686728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -3686728.500000 Penalty: 3459.871582
	Iteration 27Q: 3 clusters Score -3686728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -3686727.500000 Penalty: 3459.871582
	Iteration 28Q: 3 clusters Score -3686728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -3686728.500000 Penalty: 3459.871582
	Iteration 29Q: 3 clusters Score -3686728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -3686729.500000 Penalty: 3459.871582
	Iteration 30Q: 3 clusters Score -3686730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -3686732.500000 Penalty: 3459.871582
	Iteration 31Q: 3 clusters Score -3686732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -3686732.500000 Penalty: 3459.871582
	Iteration 32Q: 3 clusters Score -3686732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -3686732.500000 Penalty: 3459.871582
	Iteration 33F: 3 clusters Score -3686732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Entering Unmasked Estep 
Score: -2657960.750000 Penalty: 1676.987915
	Iteration 0F: 2 clusters Score -2657961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2637388.250000 Penalty: 3353.975830
	Iteration 0F: 3 clusters Score -2637388 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2645258.750000 Penalty: 3353.975830
	Iteration 1F: 3 clusters Score -2645259 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2645681.250000 Penalty: 3353.975830
	Iteration 2Q: 3 clusters Score -2645681 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2646109.750000 Penalty: 3353.975830
	Iteration 3Q: 3 clusters Score -2646110 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2646608.000000 Penalty: 3353.975830
	Iteration 4Q: 3 clusters Score -2646608 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2647163.250000 Penalty: 3353.975830
	Iteration 5Q: 3 clusters Score -2647163 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2647823.000000 Penalty: 3353.975830
	Iteration 6Q: 3 clusters Score -2647823 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2648673.500000 Penalty: 3353.975830
	Iteration 7F: 3 clusters Score -2648674 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2649608.500000 Penalty: 3353.975830
	Iteration 8F: 3 clusters Score -2649608 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2650721.000000 Penalty: 3353.975830
	Iteration 9F: 3 clusters Score -2650721 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2651945.750000 Penalty: 3353.975830
	Iteration 10F: 3 clusters Score -2651946 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2653188.500000 Penalty: 3353.975830
	Iteration 11F: 3 clusters Score -2653188 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2654301.500000 Penalty: 3353.975830
	Iteration 12Q: 3 clusters Score -2654302 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2655140.750000 Penalty: 3353.975830
	Iteration 13Q: 3 clusters Score -2655141 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2655729.500000 Penalty: 3353.975830
	Iteration 14Q: 3 clusters Score -2655730 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2656081.250000 Penalty: 3353.975830
	Iteration 15Q: 3 clusters Score -2656081 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2656277.000000 Penalty: 3353.975830
	Iteration 16Q: 3 clusters Score -2656277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2656408.500000 Penalty: 3353.975830
	Iteration 17Q: 3 clusters Score -2656408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2656480.500000 Penalty: 3353.975830
	Iteration 18Q: 3 clusters Score -2656480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2656525.750000 Penalty: 3353.975830
	Iteration 19Q: 3 clusters Score -2656526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2656553.250000 Penalty: 3353.975830
	Iteration 20F: 3 clusters Score -2656553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2656571.250000 Penalty: 3353.975830
	Iteration 21Q: 3 clusters Score -2656571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2656576.500000 Penalty: 3353.975830
	Iteration 22Q: 3 clusters Score -2656576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2656587.500000 Penalty: 3353.975830
	Iteration 23Q: 3 clusters Score -2656588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2656587.750000 Penalty: 3353.975830
	Iteration 24Q: 3 clusters Score -2656588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2656591.000000 Penalty: 3353.975830
	Iteration 25Q: 3 clusters Score -2656591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2656591.750000 Penalty: 3353.975830
	Iteration 26Q: 3 clusters Score -2656592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2656594.250000 Penalty: 3353.975830
	Iteration 27Q: 3 clusters Score -2656594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2656595.750000 Penalty: 3353.975830
	Iteration 28Q: 3 clusters Score -2656596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2656595.750000 Penalty: 3353.975830
	Iteration 29F: 3 clusters Score -2656596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253995 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 62736 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 35959 members 
Mstep: Class 10 contains 153325 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 35780 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 16500 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 24 contains 30331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76262792.000000 Penalty: 64585.257812
Iteration 39Q: 30 clusters Score -7.626279e+07 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 253948 members 
Mstep: Class 2 contains 28425 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 27091 members 
Mstep: Class 6 contains 13173 members 
Mstep: Class 7 contains 63512 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 36256 members 
Mstep: Class 10 contains 154030 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 8844 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 20813 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 36392 members 
Mstep: Class 18 contains 2697 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 16532 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 43007 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 30679 members 
Mstep: Class 25 contains 2666 members 
Mstep: Class 26 contains 77605 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 658 members 
Mstep: Class 29 contains 11602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76272824.000000 Penalty: 64585.257812
Iteration 40F: 30 clusters Score -7.627282e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253861 members 
Mstep: Class 2 contains 28230 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 26863 members 
Mstep: Class 6 contains 13010 members 
Mstep: Class 7 contains 63850 members 
Mstep: Class 8 contains 10731 members 
Mstep: Class 9 contains 35962 members 
Mstep: Class 10 contains 153824 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 10248 members 
Mstep: Class 14 contains 8180 members 
Mstep: Class 15 contains 21189 members 
Mstep: Class 16 contains 18146 members 
Mstep: Class 17 contains 36612 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 16513 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 43577 members 
Mstep: Class 23 contains 965 members 
Mstep: Class 24 contains 30661 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 77275 members 
Mstep: Class 27 contains 1305 members 
Mstep: Class 28 contains 691 members 
Mstep: Class 29 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76276984.000000 Penalty: 64585.257812
Iteration 41Q: 30 clusters Score -7.627698e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253765 members 
Mstep: Class 2 contains 28065 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 26673 members 
Mstep: Class 6 contains 12848 members 
Mstep: Class 7 contains 64252 members 
Mstep: Class 8 contains 10860 members 
Mstep: Class 9 contains 35746 members 
Mstep: Class 10 contains 153714 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 21521 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 36802 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 16509 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 43961 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 30669 members 
Mstep: Class 25 contains 3307 members 
Mstep: Class 26 contains 76933 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 694 members 
Mstep: Class 29 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76278296.000000 Penalty: 64585.257812
Iteration 42Q: 30 clusters Score -7.62783e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253692 members 
Mstep: Class 2 contains 27915 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 12701 members 
Mstep: Class 7 contains 64547 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 35627 members 
Mstep: Class 10 contains 153628 members 
Mstep: Class 11 contains 5635 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 21724 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 37021 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 16511 members 
Mstep: Class 21 contains 5911 members 
Mstep: Class 22 contains 44224 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 30696 members 
Mstep: Class 25 contains 3471 members 
Mstep: Class 26 contains 76673 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 697 members 
Mstep: Class 29 contains 12143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76279424.000000 Penalty: 64585.257812
Iteration 43Q: 30 clusters Score -7.627942e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253625 members 
Mstep: Class 2 contains 27797 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 64781 members 
Mstep: Class 8 contains 10914 members 
Mstep: Class 9 contains 35557 members 
Mstep: Class 10 contains 153589 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 10574 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 21916 members 
Mstep: Class 16 contains 17886 members 
Mstep: Class 17 contains 37184 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 21 contains 5874 members 
Mstep: Class 22 contains 44400 members 
Mstep: Class 23 contains 1044 members 
Mstep: Class 24 contains 30708 members 
Mstep: Class 25 contains 3595 members 
Mstep: Class 26 contains 76433 members 
Mstep: Class 27 contains 1382 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280320.000000 Penalty: 64585.257812
Iteration 44Q: 30 clusters Score -7.628032e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253563 members 
Mstep: Class 2 contains 27710 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 26314 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 64940 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 35529 members 
Mstep: Class 10 contains 153589 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 10621 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 22088 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 37319 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 16549 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 44544 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 30719 members 
Mstep: Class 25 contains 3679 members 
Mstep: Class 26 contains 76207 members 
Mstep: Class 27 contains 1401 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 12346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280672.000000 Penalty: 64585.257812
Iteration 45Q: 30 clusters Score -7.628067e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253511 members 
Mstep: Class 2 contains 27643 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 26229 members 
Mstep: Class 6 contains 12451 members 
Mstep: Class 7 contains 65069 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 35512 members 
Mstep: Class 10 contains 153589 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 10655 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 22216 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 37445 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 16588 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 44639 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 30734 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 75989 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 12426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76280832.000000 Penalty: 64585.257812
Iteration 46Q: 30 clusters Score -7.628083e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253467 members 
Mstep: Class 2 contains 27599 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 26158 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 65143 members 
Mstep: Class 8 contains 10843 members 
Mstep: Class 9 contains 35502 members 
Mstep: Class 10 contains 153584 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 8997 members 
Mstep: Class 13 contains 10686 members 
Mstep: Class 14 contains 7355 members 
Mstep: Class 15 contains 22352 members 
Mstep: Class 16 contains 17762 members 
Mstep: Class 17 contains 37538 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 16620 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 44702 members 
Mstep: Class 23 contains 1074 members 
Mstep: Class 24 contains 30759 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 75794 members 
Mstep: Class 27 contains 1436 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 12495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76281344.000000 Penalty: 64585.257812
Iteration 47Q: 30 clusters Score -7.628134e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253436 members 
Mstep: Class 2 contains 27560 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 26090 members 
Mstep: Class 6 contains 12354 members 
Mstep: Class 7 contains 65187 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 35502 members 
Mstep: Class 10 contains 153622 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 13 contains 10711 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 22491 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 37596 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 16640 members 
Mstep: Class 21 contains 6007 members 
Mstep: Class 22 contains 44713 members 
Mstep: Class 23 contains 1076 members 
Mstep: Class 24 contains 30780 members 
Mstep: Class 25 contains 3829 members 
Mstep: Class 26 contains 75641 members 
Mstep: Class 27 contains 1466 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76281888.000000 Penalty: 64585.257812
Iteration 48Q: 30 clusters Score -7.628189e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253415 members 
Mstep: Class 2 contains 27526 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 12325 members 
Mstep: Class 7 contains 65214 members 
Mstep: Class 8 contains 10748 members 
Mstep: Class 9 contains 35522 members 
Mstep: Class 10 contains 153632 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 9027 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 7242 members 
Mstep: Class 15 contains 22602 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 37632 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 16660 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 44754 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 30805 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 75499 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 728 members 
Mstep: Class 29 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282352.000000 Penalty: 64585.257812
Iteration 49Q: 30 clusters Score -7.628235e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253402 members 
Mstep: Class 2 contains 27501 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 12283 members 
Mstep: Class 7 contains 65247 members 
Mstep: Class 8 contains 10710 members 
Mstep: Class 9 contains 35532 members 
Mstep: Class 10 contains 153630 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 9036 members 
Mstep: Class 13 contains 10747 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 37667 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 16668 members 
Mstep: Class 21 contains 6087 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 30828 members 
Mstep: Class 25 contains 3883 members 
Mstep: Class 26 contains 75360 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282480.000000 Penalty: 64585.257812
Iteration 50Q: 30 clusters Score -7.628248e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253383 members 
Mstep: Class 2 contains 27491 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 25954 members 
Mstep: Class 6 contains 12265 members 
Mstep: Class 7 contains 65250 members 
Mstep: Class 8 contains 10672 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 153661 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 9037 members 
Mstep: Class 13 contains 10759 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 22791 members 
Mstep: Class 16 contains 17691 members 
Mstep: Class 17 contains 37695 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 16673 members 
Mstep: Class 21 contains 6119 members 
Mstep: Class 22 contains 44805 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 30842 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 75244 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 729 members 
Mstep: Class 29 contains 12692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282480.000000 Penalty: 64585.257812
Iteration 51Q: 30 clusters Score -7.628248e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253382 members 
Mstep: Class 2 contains 27478 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25923 members 
Mstep: Class 6 contains 12230 members 
Mstep: Class 7 contains 65230 members 
Mstep: Class 8 contains 10619 members 
Mstep: Class 9 contains 35556 members 
Mstep: Class 10 contains 153676 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 10766 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 22911 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 37718 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 16679 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 44835 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 30851 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 75129 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 12723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282608.000000 Penalty: 64585.257812
Iteration 52Q: 30 clusters Score -7.628261e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253363 members 
Mstep: Class 2 contains 27471 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 25894 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 65214 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 35586 members 
Mstep: Class 10 contains 153703 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 23023 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 37734 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 16691 members 
Mstep: Class 21 contains 6189 members 
Mstep: Class 22 contains 44849 members 
Mstep: Class 23 contains 1089 members 
Mstep: Class 24 contains 30857 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 75027 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 12752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282488.000000 Penalty: 64585.257812
Iteration 53Q: 30 clusters Score -7.628249e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253357 members 
Mstep: Class 2 contains 27461 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 12170 members 
Mstep: Class 7 contains 65192 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 35617 members 
Mstep: Class 10 contains 153708 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 9086 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 23124 members 
Mstep: Class 16 contains 17650 members 
Mstep: Class 17 contains 37758 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 16698 members 
Mstep: Class 21 contains 6206 members 
Mstep: Class 22 contains 44845 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 30860 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 74932 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 12778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282744.000000 Penalty: 64585.257812
Iteration 54Q: 30 clusters Score -7.628274e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253343 members 
Mstep: Class 2 contains 27441 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 25840 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 65182 members 
Mstep: Class 8 contains 10489 members 
Mstep: Class 9 contains 35648 members 
Mstep: Class 10 contains 153717 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 23213 members 
Mstep: Class 16 contains 17644 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 16699 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 44855 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 30863 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 74854 members 
Mstep: Class 27 contains 1513 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282608.000000 Penalty: 64585.257812
Iteration 55Q: 30 clusters Score -7.628261e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253336 members 
Mstep: Class 2 contains 27431 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 25816 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 65141 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 35683 members 
Mstep: Class 10 contains 153750 members 
Mstep: Class 11 contains 4354 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 10824 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 23275 members 
Mstep: Class 16 contains 17637 members 
Mstep: Class 17 contains 37804 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 2049 members 
Mstep: Class 20 contains 16701 members 
Mstep: Class 21 contains 6251 members 
Mstep: Class 22 contains 44858 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 74782 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 12828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282552.000000 Penalty: 64585.257812
Iteration 56Q: 30 clusters Score -7.628255e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253323 members 
Mstep: Class 2 contains 27415 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 25796 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 65110 members 
Mstep: Class 8 contains 10394 members 
Mstep: Class 9 contains 35712 members 
Mstep: Class 10 contains 153779 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10841 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 37831 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 16706 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 44875 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 30870 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 74718 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 12849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282616.000000 Penalty: 64585.257812
Iteration 57Q: 30 clusters Score -7.628262e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253313 members 
Mstep: Class 2 contains 27398 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 25774 members 
Mstep: Class 6 contains 12093 members 
Mstep: Class 7 contains 65064 members 
Mstep: Class 8 contains 10348 members 
Mstep: Class 9 contains 35741 members 
Mstep: Class 10 contains 153806 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 23432 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 37866 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 16710 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 44893 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 74661 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 12871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282584.000000 Penalty: 64585.257812
Iteration 58Q: 30 clusters Score -7.628258e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253305 members 
Mstep: Class 2 contains 27384 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 1948 members 
Mstep: Class 5 contains 25757 members 
Mstep: Class 6 contains 12081 members 
Mstep: Class 7 contains 65011 members 
Mstep: Class 8 contains 10307 members 
Mstep: Class 9 contains 35770 members 
Mstep: Class 10 contains 153847 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 17630 members 
Mstep: Class 17 contains 37896 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 16714 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 44917 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 30870 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 74606 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 748 members 
Mstep: Class 29 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282704.000000 Penalty: 64585.257812
Iteration 59Q: 30 clusters Score -7.62827e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253299 members 
Mstep: Class 2 contains 27377 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 25749 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 64952 members 
Mstep: Class 8 contains 10275 members 
Mstep: Class 9 contains 35792 members 
Mstep: Class 10 contains 153887 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 9139 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 23531 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 37932 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 16713 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 44943 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 30863 members 
Mstep: Class 25 contains 3978 members 
Mstep: Class 26 contains 74560 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 749 members 
Mstep: Class 29 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282920.000000 Penalty: 64585.257812
Iteration 60F: 30 clusters Score -7.628292e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253285 members 
Mstep: Class 2 contains 27375 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 25741 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 64879 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 35822 members 
Mstep: Class 10 contains 153941 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 23552 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 37958 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 16713 members 
Mstep: Class 21 contains 6297 members 
Mstep: Class 22 contains 44955 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 30855 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 74523 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 12903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282952.000000 Penalty: 64585.257812
Iteration 61Q: 30 clusters Score -7.628295e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253279 members 
Mstep: Class 2 contains 27369 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 5 contains 25730 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 64806 members 
Mstep: Class 8 contains 10215 members 
Mstep: Class 9 contains 35852 members 
Mstep: Class 10 contains 153989 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 10871 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 37977 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 16715 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 44956 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 30855 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 74492 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282912.000000 Penalty: 64585.257812
Iteration 62Q: 30 clusters Score -7.628291e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253278 members 
Mstep: Class 2 contains 27368 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 25718 members 
Mstep: Class 6 contains 12060 members 
Mstep: Class 7 contains 64732 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 35878 members 
Mstep: Class 10 contains 154042 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 10875 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 37986 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 16714 members 
Mstep: Class 21 contains 6280 members 
Mstep: Class 22 contains 44958 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 30858 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 74463 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282968.000000 Penalty: 64585.257812
Iteration 63Q: 30 clusters Score -7.628297e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253278 members 
Mstep: Class 2 contains 27363 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 25711 members 
Mstep: Class 6 contains 12057 members 
Mstep: Class 7 contains 64649 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 35903 members 
Mstep: Class 10 contains 154082 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 9179 members 
Mstep: Class 13 contains 10881 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 23659 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 38006 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 16713 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 44963 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 30856 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 74438 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 740 members 
Mstep: Class 29 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76282928.000000 Penalty: 64585.257812
Iteration 64Q: 30 clusters Score -7.628293e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253268 members 
Mstep: Class 2 contains 27364 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 25703 members 
Mstep: Class 6 contains 12053 members 
Mstep: Class 7 contains 64560 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 35929 members 
Mstep: Class 10 contains 154139 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 9184 members 
Mstep: Class 13 contains 10881 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 23690 members 
Mstep: Class 16 contains 17624 members 
Mstep: Class 17 contains 38039 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 16719 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 22 contains 44962 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30859 members 
Mstep: Class 25 contains 3989 members 
Mstep: Class 26 contains 74398 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 12936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283072.000000 Penalty: 64585.257812
Iteration 65Q: 30 clusters Score -7.628307e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253255 members 
Mstep: Class 2 contains 27369 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 25699 members 
Mstep: Class 6 contains 12045 members 
Mstep: Class 7 contains 64474 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 35941 members 
Mstep: Class 10 contains 154209 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 23711 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 38075 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 16723 members 
Mstep: Class 21 contains 6285 members 
Mstep: Class 22 contains 44972 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30859 members 
Mstep: Class 25 contains 3995 members 
Mstep: Class 26 contains 74357 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 12940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283120.000000 Penalty: 64585.257812
Iteration 66Q: 30 clusters Score -7.628312e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253246 members 
Mstep: Class 2 contains 27370 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 25698 members 
Mstep: Class 6 contains 12041 members 
Mstep: Class 7 contains 64404 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 35960 members 
Mstep: Class 10 contains 154259 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 9188 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 23733 members 
Mstep: Class 16 contains 17625 members 
Mstep: Class 17 contains 38108 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16728 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 22 contains 44979 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30856 members 
Mstep: Class 25 contains 3997 members 
Mstep: Class 26 contains 74325 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 12941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283136.000000 Penalty: 64585.257812
Iteration 67Q: 30 clusters Score -7.628314e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253240 members 
Mstep: Class 2 contains 27370 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25696 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 64349 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 35975 members 
Mstep: Class 10 contains 154308 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 23744 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 38135 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16732 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 44991 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30854 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 74286 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 12942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283088.000000 Penalty: 64585.257812
Iteration 68Q: 30 clusters Score -7.628309e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253230 members 
Mstep: Class 2 contains 27370 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25693 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 64268 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 35996 members 
Mstep: Class 10 contains 154370 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 23759 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 38156 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16728 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 45004 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30855 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 74259 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 12945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283144.000000 Penalty: 64585.257812
Iteration 69Q: 30 clusters Score -7.628314e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253223 members 
Mstep: Class 2 contains 27367 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25692 members 
Mstep: Class 6 contains 12035 members 
Mstep: Class 7 contains 64201 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 36016 members 
Mstep: Class 10 contains 154428 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 23775 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 6280 members 
Mstep: Class 22 contains 45007 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30856 members 
Mstep: Class 25 contains 4005 members 
Mstep: Class 26 contains 74231 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283168.000000 Penalty: 64585.257812
Iteration 70Q: 30 clusters Score -7.628317e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253210 members 
Mstep: Class 2 contains 27372 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 12030 members 
Mstep: Class 7 contains 64114 members 
Mstep: Class 8 contains 10051 members 
Mstep: Class 9 contains 36034 members 
Mstep: Class 10 contains 154482 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 23776 members 
Mstep: Class 16 contains 17624 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16736 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 45011 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30859 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 74214 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283128.000000 Penalty: 64585.257812
Iteration 71Q: 30 clusters Score -7.628313e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253202 members 
Mstep: Class 2 contains 27371 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12031 members 
Mstep: Class 7 contains 64026 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 36048 members 
Mstep: Class 10 contains 154538 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 9211 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 23792 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16736 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 45014 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30859 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 74204 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283136.000000 Penalty: 64585.257812
Iteration 72Q: 30 clusters Score -7.628314e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253193 members 
Mstep: Class 2 contains 27366 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12027 members 
Mstep: Class 7 contains 63967 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 36069 members 
Mstep: Class 10 contains 154592 members 
Mstep: Class 11 contains 4151 members 
Mstep: Class 12 contains 9210 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 23807 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 38220 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16735 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 45021 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30862 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74188 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283112.000000 Penalty: 64585.257812
Iteration 73Q: 30 clusters Score -7.628311e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253188 members 
Mstep: Class 2 contains 27366 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12026 members 
Mstep: Class 7 contains 63905 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 36083 members 
Mstep: Class 10 contains 154627 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 10896 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 23816 members 
Mstep: Class 16 contains 17634 members 
Mstep: Class 17 contains 38220 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16737 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 45028 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30866 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 74177 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283120.000000 Penalty: 64585.257812
Iteration 74Q: 30 clusters Score -7.628312e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253184 members 
Mstep: Class 2 contains 27357 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12025 members 
Mstep: Class 7 contains 63854 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 36099 members 
Mstep: Class 10 contains 154674 members 
Mstep: Class 11 contains 4151 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 10901 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 23818 members 
Mstep: Class 16 contains 17636 members 
Mstep: Class 17 contains 38221 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16740 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 45041 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30867 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 74166 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283192.000000 Penalty: 64585.257812
Iteration 75Q: 30 clusters Score -7.628319e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253175 members 
Mstep: Class 2 contains 27352 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12025 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 9993 members 
Mstep: Class 9 contains 36106 members 
Mstep: Class 10 contains 154710 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 9224 members 
Mstep: Class 13 contains 10905 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 23825 members 
Mstep: Class 16 contains 17638 members 
Mstep: Class 17 contains 38232 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 16744 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 45054 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30869 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 74153 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283120.000000 Penalty: 64585.257812
Iteration 76Q: 30 clusters Score -7.628312e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253170 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 63757 members 
Mstep: Class 8 contains 9987 members 
Mstep: Class 9 contains 36115 members 
Mstep: Class 10 contains 154745 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 9228 members 
Mstep: Class 13 contains 10908 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 23826 members 
Mstep: Class 16 contains 17638 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16746 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 45067 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30870 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 74139 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283072.000000 Penalty: 64585.257812
Iteration 77Q: 30 clusters Score -7.628307e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 253173 members 
Mstep: Class 2 contains 27347 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 63707 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 154771 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 10914 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 23838 members 
Mstep: Class 16 contains 17640 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 16745 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 45078 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30870 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74126 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76283064.000000 Penalty: 64585.257812
Iteration 78Q: 30 clusters Score -7.628306e+07 nChanged 133
Entering ConstructFrom: 
Score: -76283064.000000 Penalty: 64585.257812
Entering ConstructFrom: 
Trying to split cluster 1 (253172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253172 members 
Entering Unmasked Estep 
Score: -22808842.000000 Penalty: 2021.796387
	Iteration 0F: 2 clusters Score -2.280884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -22639486.000000 Penalty: 4043.592773
	Iteration 0F: 3 clusters Score -2.263949e+07 nChanged 123081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -22717930.000000 Penalty: 4043.592773
	Iteration 1F: 3 clusters Score -2.271793e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -22726508.000000 Penalty: 4043.592773
	Iteration 2F: 3 clusters Score -2.272651e+07 nChanged 20101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -22741654.000000 Penalty: 4043.592773
	Iteration 3F: 3 clusters Score -2.274165e+07 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22762204.000000 Penalty: 4043.592773
	Iteration 4F: 3 clusters Score -2.27622e+07 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 196215 members 
Entering Unmasked Estep 
Score: -22782922.000000 Penalty: 4043.592773
	Iteration 5F: 3 clusters Score -2.278292e+07 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 203896 members 
Entering Unmasked Estep 
Score: -22800926.000000 Penalty: 4043.592773
	Iteration 6F: 3 clusters Score -2.280093e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 205873 members 
Entering Unmasked Estep 
Score: -22811312.000000 Penalty: 4043.592773
	Iteration 7Q: 3 clusters Score -2.281131e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 205727 members 
Entering Unmasked Estep 
Score: -22815026.000000 Penalty: 4043.592773
	Iteration 8Q: 3 clusters Score -2.281503e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 204406 members 
Entering Unmasked Estep 
Score: -22817112.000000 Penalty: 4043.592773
	Iteration 9Q: 3 clusters Score -2.281711e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 202210 members 
Entering Unmasked Estep 
Score: -22819676.000000 Penalty: 4043.592773
	Iteration 10Q: 3 clusters Score -2.281968e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 199424 members 
Entering Unmasked Estep 
Score: -22822118.000000 Penalty: 4043.592773
	Iteration 11Q: 3 clusters Score -2.282212e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 196305 members 
Entering Unmasked Estep 
Score: -22824184.000000 Penalty: 4043.592773
	Iteration 12Q: 3 clusters Score -2.282418e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 193196 members 
Entering Unmasked Estep 
Score: -22826122.000000 Penalty: 4043.592773
	Iteration 13Q: 3 clusters Score -2.282612e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 190276 members 
Entering Unmasked Estep 
Score: -22827756.000000 Penalty: 4043.592773
	Iteration 14Q: 3 clusters Score -2.282776e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 187674 members 
Entering Unmasked Estep 
Score: -22828778.000000 Penalty: 4043.592773
	Iteration 15Q: 3 clusters Score -2.282878e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -22829520.000000 Penalty: 4043.592773
	Iteration 16Q: 3 clusters Score -2.282952e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -22830010.000000 Penalty: 4043.592773
	Iteration 17Q: 3 clusters Score -2.283001e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 182324 members 
Entering Unmasked Estep 
Score: -22830270.000000 Penalty: 4043.592773
	Iteration 18Q: 3 clusters Score -2.283027e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 181256 members 
Entering Unmasked Estep 
Score: -22830398.000000 Penalty: 4043.592773
	Iteration 19Q: 3 clusters Score -2.28304e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -22830620.000000 Penalty: 4043.592773
	Iteration 20F: 3 clusters Score -2.283062e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -22830732.000000 Penalty: 4043.592773
	Iteration 21Q: 3 clusters Score -2.283073e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -22830804.000000 Penalty: 4043.592773
	Iteration 22Q: 3 clusters Score -2.28308e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -22830762.000000 Penalty: 4043.592773
	Iteration 23Q: 3 clusters Score -2.283076e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -22830812.000000 Penalty: 4043.592773
	Iteration 24Q: 3 clusters Score -2.283081e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 178325 members 
Entering Unmasked Estep 
Score: -22830822.000000 Penalty: 4043.592773
	Iteration 25Q: 3 clusters Score -2.283082e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -22830816.000000 Penalty: 4043.592773
	Iteration 26Q: 3 clusters Score -2.283082e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 178005 members 
Entering Unmasked Estep 
Score: -22830820.000000 Penalty: 4043.592773
	Iteration 27Q: 3 clusters Score -2.283082e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 177921 members 
Entering Unmasked Estep 
Score: -22830782.000000 Penalty: 4043.592773
	Iteration 28Q: 3 clusters Score -2.283078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -22830814.000000 Penalty: 4043.592773
	Iteration 29Q: 3 clusters Score -2.283081e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -22830796.000000 Penalty: 4043.592773
	Iteration 30Q: 3 clusters Score -2.28308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -22830814.000000 Penalty: 4043.592773
	Iteration 31Q: 3 clusters Score -2.283081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -22830816.000000 Penalty: 4043.592773
	Iteration 32Q: 3 clusters Score -2.283082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 177710 members 
Entering Unmasked Estep 
Score: -22830818.000000 Penalty: 4043.592773
	Iteration 33Q: 3 clusters Score -2.283082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -22830834.000000 Penalty: 4043.592773
	Iteration 34Q: 3 clusters Score -2.283083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 177673 members 
Entering Unmasked Estep 
Score: -22830822.000000 Penalty: 4043.592773
	Iteration 35Q: 3 clusters Score -2.283082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -22830838.000000 Penalty: 4043.592773
	Iteration 36Q: 3 clusters Score -2.283084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 177662 members 
Entering Unmasked Estep 
Score: -22830832.000000 Penalty: 4043.592773
	Iteration 37Q: 3 clusters Score -2.283083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 177655 members 
Entering Unmasked Estep 
Score: -22830834.000000 Penalty: 4043.592773
	Iteration 38Q: 3 clusters Score -2.283083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -22830822.000000 Penalty: 4043.592773
	Iteration 39Q: 3 clusters Score -2.283082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 177647 members 
Entering Unmasked Estep 
Score: -22830832.000000 Penalty: 4043.592773
	Iteration 40F: 3 clusters Score -2.283083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 177644 members 
Entering Unmasked Estep 
Score: -22830832.000000 Penalty: 4043.592773
	Iteration 41Q: 3 clusters Score -2.283083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -22830820.000000 Penalty: 4043.592773
	Iteration 42Q: 3 clusters Score -2.283082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -22830826.000000 Penalty: 4043.592773
	Iteration 43Q: 3 clusters Score -2.283083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -22830826.000000 Penalty: 4043.592773
	Iteration 44F: 3 clusters Score -2.283083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Entering Unmasked Estep 
Score: -76305128.000000 Penalty: 66812.335938
Splitting cluster 1 changes total score from -76283064.000000 to -76305128.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (27348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Entering Unmasked Estep 
Score: -2417604.750000 Penalty: 1660.164673
	Iteration 0F: 2 clusters Score -2417605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2399161.000000 Penalty: 3320.329346
	Iteration 0F: 3 clusters Score -2399161 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2406342.250000 Penalty: 3320.329346
	Iteration 1F: 3 clusters Score -2406342 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2406919.750000 Penalty: 3320.329346
	Iteration 2F: 3 clusters Score -2406920 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2407547.250000 Penalty: 3320.329346
	Iteration 3F: 3 clusters Score -2407547 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2408216.500000 Penalty: 3320.329346
	Iteration 4F: 3 clusters Score -2408216 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2408903.750000 Penalty: 3320.329346
	Iteration 5F: 3 clusters Score -2408904 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2409583.500000 Penalty: 3320.329346
	Iteration 6Q: 3 clusters Score -2409584 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2410303.750000 Penalty: 3320.329346
	Iteration 7Q: 3 clusters Score -2410304 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2411003.000000 Penalty: 3320.329346
	Iteration 8Q: 3 clusters Score -2411003 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2411599.500000 Penalty: 3320.329346
	Iteration 9Q: 3 clusters Score -2411600 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2412168.750000 Penalty: 3320.329346
	Iteration 10Q: 3 clusters Score -2412169 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2412719.500000 Penalty: 3320.329346
	Iteration 11Q: 3 clusters Score -2412720 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2413416.000000 Penalty: 3320.329346
	Iteration 12Q: 3 clusters Score -2413416 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2414155.750000 Penalty: 3320.329346
	Iteration 13Q: 3 clusters Score -2414156 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2414590.750000 Penalty: 3320.329346
	Iteration 14Q: 3 clusters Score -2414591 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2414767.750000 Penalty: 3320.329346
	Iteration 15Q: 3 clusters Score -2414768 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2414863.000000 Penalty: 3320.329346
	Iteration 16Q: 3 clusters Score -2414863 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2414920.250000 Penalty: 3320.329346
	Iteration 17Q: 3 clusters Score -2414920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2414946.500000 Penalty: 3320.329346
	Iteration 18Q: 3 clusters Score -2414946 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2414968.500000 Penalty: 3320.329346
	Iteration 19Q: 3 clusters Score -2414968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2415001.000000 Penalty: 3320.329346
	Iteration 20F: 3 clusters Score -2415001 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2415015.750000 Penalty: 3320.329346
	Iteration 21Q: 3 clusters Score -2415016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2415038.500000 Penalty: 3320.329346
	Iteration 22Q: 3 clusters Score -2415038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2415062.750000 Penalty: 3320.329346
	Iteration 23Q: 3 clusters Score -2415063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2415087.500000 Penalty: 3320.329346
	Iteration 24Q: 3 clusters Score -2415088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2415118.250000 Penalty: 3320.329346
	Iteration 25Q: 3 clusters Score -2415118 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2415150.750000 Penalty: 3320.329346
	Iteration 26Q: 3 clusters Score -2415151 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2415191.750000 Penalty: 3320.329346
	Iteration 27Q: 3 clusters Score -2415192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2415238.750000 Penalty: 3320.329346
	Iteration 28Q: 3 clusters Score -2415239 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2415301.750000 Penalty: 3320.329346
	Iteration 29Q: 3 clusters Score -2415302 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2415347.250000 Penalty: 3320.329346
	Iteration 30Q: 3 clusters Score -2415347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2415405.000000 Penalty: 3320.329346
	Iteration 31Q: 3 clusters Score -2415405 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2415446.000000 Penalty: 3320.329346
	Iteration 32Q: 3 clusters Score -2415446 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2415502.750000 Penalty: 3320.329346
	Iteration 33Q: 3 clusters Score -2415503 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2415584.750000 Penalty: 3320.329346
	Iteration 34Q: 3 clusters Score -2415585 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2415647.250000 Penalty: 3320.329346
	Iteration 35Q: 3 clusters Score -2415647 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2415710.500000 Penalty: 3320.329346
	Iteration 36Q: 3 clusters Score -2415710 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2415764.250000 Penalty: 3320.329346
	Iteration 37Q: 3 clusters Score -2415764 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2415804 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2415854 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2415907 nChanged 200
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Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2415953 nChanged 194
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Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2415988 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2416033 nChanged 171
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Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2416056 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2416093 nChanged 168
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Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2416137 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2416158 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2416198 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2416239 nChanged 181
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Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2416284 nChanged 178
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Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2416310 nChanged 160
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Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2416330 nChanged 150
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Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2416360 nChanged 160
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Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2416388 nChanged 172
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Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2416416 nChanged 170
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Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2416438 nChanged 144
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Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 10714 members 
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Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 10577 members 
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	Iteration 58Q: 3 clusters Score -2416486 nChanged 131
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Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 10446 members 
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	Iteration 59Q: 3 clusters Score -2416500 nChanged 114
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Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2416515 nChanged 107
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Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 10225 members 
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	Iteration 61Q: 3 clusters Score -2416523 nChanged 89
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Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 10138 members 
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	Iteration 62Q: 3 clusters Score -2416540 nChanged 69
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Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10069 members 
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	Iteration 63Q: 3 clusters Score -2416553 nChanged 51
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Mstep: Class 1 contains 17328 members 
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	Iteration 64Q: 3 clusters Score -2416559 nChanged 47
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Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2416571 nChanged 52
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Mstep: Class 1 contains 17427 members 
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Mstep: Class 1 contains 17477 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2416572 nChanged 38
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Mstep: Class 1 contains 17515 members 
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Mstep: Class 1 contains 17551 members 
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	Iteration 69Q: 3 clusters Score -2416567 nChanged 40
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Mstep: Class 1 contains 17591 members 
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	Iteration 70Q: 3 clusters Score -2416575 nChanged 46
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Mstep: Class 1 contains 17635 members 
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Mstep: Class 1 contains 17674 members 
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Mstep: Class 1 contains 17716 members 
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Mstep: Class 1 contains 17750 members 
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Mstep: Class 1 contains 17783 members 
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	Iteration 75Q: 3 clusters Score -2416592 nChanged 27
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Mstep: Class 1 contains 17810 members 
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	Iteration 76Q: 3 clusters Score -2416592 nChanged 33
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Mstep: Class 1 contains 17843 members 
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Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2416603 nChanged 23
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Mstep: Class 1 contains 17894 members 
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	Iteration 79Q: 3 clusters Score -2416606 nChanged 25
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Mstep: Class 1 contains 17919 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2416606 nChanged 29
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Mstep: Class 1 contains 17948 members 
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	Iteration 81Q: 3 clusters Score -2416606 nChanged 24
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Mstep: Class 1 contains 17972 members 
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	Iteration 82Q: 3 clusters Score -2416607 nChanged 23
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Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 9353 members 
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	Iteration 83Q: 3 clusters Score -2416606 nChanged 31
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Mstep: Class 1 contains 18026 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2416611 nChanged 34
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Mstep: Class 1 contains 18058 members 
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	Iteration 85Q: 3 clusters Score -2416606 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2416604 nChanged 28
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Mstep: Class 1 contains 18120 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2416603 nChanged 28
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Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 9200 members 
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	Iteration 88Q: 3 clusters Score -2416608 nChanged 28
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Mstep: Class 1 contains 18176 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2416610 nChanged 34
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Mstep: Class 1 contains 18210 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2416619 nChanged 38
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Mstep: Class 1 contains 18244 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2416620 nChanged 43
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Mstep: Class 1 contains 18285 members 
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	Iteration 92Q: 3 clusters Score -2416621 nChanged 45
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Mstep: Class 1 contains 18330 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2416631 nChanged 37
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Mstep: Class 1 contains 18367 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2416634 nChanged 47
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Mstep: Class 1 contains 18412 members 
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	Iteration 95Q: 3 clusters Score -2416649 nChanged 40
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Mstep: Class 1 contains 18452 members 
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	Iteration 96Q: 3 clusters Score -2416648 nChanged 41
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Mstep: Class 1 contains 18491 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2416650 nChanged 38
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Mstep: Class 1 contains 18529 members 
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	Iteration 98Q: 3 clusters Score -2416656 nChanged 37
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Mstep: Class 1 contains 18566 members 
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	Iteration 99Q: 3 clusters Score -2416658 nChanged 35
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Mstep: Class 1 contains 18601 members 
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	Iteration 100F: 3 clusters Score -2416665 nChanged 38
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Mstep: Class 1 contains 18637 members 
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	Iteration 101Q: 3 clusters Score -2416678 nChanged 32
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Mstep: Class 1 contains 18669 members 
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	Iteration 102Q: 3 clusters Score -2416672 nChanged 32
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Mstep: Class 1 contains 18701 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2416681 nChanged 24
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Mstep: Class 1 contains 18725 members 
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	Iteration 104Q: 3 clusters Score -2416676 nChanged 26
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Mstep: Class 1 contains 18751 members 
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	Iteration 105Q: 3 clusters Score -2416681 nChanged 21
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Mstep: Class 1 contains 18772 members 
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	Iteration 106Q: 3 clusters Score -2416680 nChanged 20
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Mstep: Class 1 contains 18792 members 
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	Iteration 107Q: 3 clusters Score -2416682 nChanged 19
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Mstep: Class 1 contains 18809 members 
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	Iteration 108Q: 3 clusters Score -2416682 nChanged 24
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Mstep: Class 1 contains 18831 members 
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	Iteration 109Q: 3 clusters Score -2416685 nChanged 23
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Mstep: Class 1 contains 18852 members 
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	Iteration 110Q: 3 clusters Score -2416682 nChanged 13
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Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 8483 members 
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	Iteration 111Q: 3 clusters Score -2416684 nChanged 12
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Mstep: Class 1 contains 18877 members 
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	Iteration 112Q: 3 clusters Score -2416682 nChanged 18
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	Iteration 113Q: 3 clusters Score -2416685 nChanged 11
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	Iteration 114Q: 3 clusters Score -2416689 nChanged 16
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	Iteration 115Q: 3 clusters Score -2416689 nChanged 16
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	Iteration 116Q: 3 clusters Score -2416688 nChanged 10
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	Iteration 117Q: 3 clusters Score -2416683 nChanged 6
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	Iteration 118Q: 3 clusters Score -2416684 nChanged 3
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Mstep: Class 1 contains 18955 members 
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	Iteration 119Q: 3 clusters Score -2416686 nChanged 4
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Mstep: Class 1 contains 18959 members 
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	Iteration 120F: 3 clusters Score -2416688 nChanged 7
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	Iteration 121Q: 3 clusters Score -2416694 nChanged 11
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	Iteration 122Q: 3 clusters Score -2416688 nChanged 6
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	Iteration 123Q: 3 clusters Score -2416690 nChanged 7
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	Iteration 124Q: 3 clusters Score -2416693 nChanged 7
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	Iteration 125Q: 3 clusters Score -2416685 nChanged 5
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	Iteration 126Q: 3 clusters Score -2416688 nChanged 5
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	Iteration 127Q: 3 clusters Score -2416694 nChanged 8
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	Iteration 128Q: 3 clusters Score -2416692 nChanged 6
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	Iteration 129Q: 3 clusters Score -2416694 nChanged 7
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	Iteration 130Q: 3 clusters Score -2416698 nChanged 4
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	Iteration 131Q: 3 clusters Score -2416693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2416692.000000 Penalty: 3320.329346
	Iteration 132Q: 3 clusters Score -2416692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2416693.500000 Penalty: 3320.329346
	Iteration 133Q: 3 clusters Score -2416694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2416693.000000 Penalty: 3320.329346
	Iteration 134Q: 3 clusters Score -2416693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2416693.000000 Penalty: 3320.329346
	Iteration 135F: 3 clusters Score -2416693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -105301.148438 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -105301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103599.187500 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -103599.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103935.257812 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -103935.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104042.218750 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -104042.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104127.203125 Penalty: 2336.724854
	Iteration 3F: 3 clusters Score -104127.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104207.007812 Penalty: 2336.724854
	Iteration 4F: 3 clusters Score -104207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104263.171875 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -104263.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104321.835938 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -104321.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104375.484375 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -104375.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104420.171875 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -104420.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104459.609375 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -104459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104478.390625 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -104478.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104493.351562 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -104493.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104497.398438 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -104497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104500.304688 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -104500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104502.656250 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -104502.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104502.812500 Penalty: 2336.724854
	Iteration 15F: 3 clusters Score -104502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104506.023438 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -104506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104510.601562 Penalty: 2336.724854
	Iteration 17Q: 3 clusters Score -104510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104513.484375 Penalty: 2336.724854
	Iteration 18Q: 3 clusters Score -104513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104514.132812 Penalty: 2336.724854
	Iteration 19Q: 3 clusters Score -104514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104517.484375 Penalty: 2336.724854
	Iteration 20F: 3 clusters Score -104517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104519.335938 Penalty: 2336.724854
	Iteration 21Q: 3 clusters Score -104519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104519.835938 Penalty: 2336.724854
	Iteration 22Q: 3 clusters Score -104519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104521.210938 Penalty: 2336.724854
	Iteration 23Q: 3 clusters Score -104521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104523.742188 Penalty: 2336.724854
	Iteration 24Q: 3 clusters Score -104523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104526.703125 Penalty: 2336.724854
	Iteration 25Q: 3 clusters Score -104526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104529.632812 Penalty: 2336.724854
	Iteration 26Q: 3 clusters Score -104529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104532.164062 Penalty: 2336.724854
	Iteration 27Q: 3 clusters Score -104532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104532.164062 Penalty: 2336.724854
	Iteration 28F: 3 clusters Score -104532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -156234.859375 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -156234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -154170.937500 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -154170.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -154647.812500 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -154647.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -154854.578125 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -154854.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -155032.328125 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -155032.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155140.875000 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -155140.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -155224.937500 Penalty: 2463.395752
	Iteration 5F: 3 clusters Score -155224.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -155301.859375 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -155301.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155384.781250 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -155384.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155465.781250 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -155465.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -155526.390625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -155526.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155570.328125 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -155570.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155605.468750 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -155605.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -155626.968750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -155627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -155643.359375 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -155643.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155658.625000 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -155658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -155665.765625 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -155665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -155671.078125 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -155671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155675.312500 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -155675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155680.593750 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -155680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155683.593750 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -155683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155684.640625 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -155684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155685.593750 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -155685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155685.593750 Penalty: 2463.395752
	Iteration 22F: 3 clusters Score -155685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Entering Unmasked Estep 
Score: -2208490.250000 Penalty: 1649.989136
	Iteration 0F: 2 clusters Score -2208490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2191180.000000 Penalty: 3299.978271
	Iteration 0F: 3 clusters Score -2191180 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2197372.250000 Penalty: 3299.978271
	Iteration 1F: 3 clusters Score -2197372 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2197662.000000 Penalty: 3299.978271
	Iteration 2Q: 3 clusters Score -2197662 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2197929.000000 Penalty: 3299.978271
	Iteration 3Q: 3 clusters Score -2197929 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2198110.250000 Penalty: 3299.978271
	Iteration 4Q: 3 clusters Score -2198110 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2198265.500000 Penalty: 3299.978271
	Iteration 5Q: 3 clusters Score -2198266 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2198394.000000 Penalty: 3299.978271
	Iteration 6Q: 3 clusters Score -2198394 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2198532.250000 Penalty: 3299.978271
	Iteration 7Q: 3 clusters Score -2198532 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2198690.250000 Penalty: 3299.978271
	Iteration 8Q: 3 clusters Score -2198690 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2198853.000000 Penalty: 3299.978271
	Iteration 9Q: 3 clusters Score -2198853 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2199035.500000 Penalty: 3299.978271
	Iteration 10Q: 3 clusters Score -2199036 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2199257.500000 Penalty: 3299.978271
	Iteration 11Q: 3 clusters Score -2199258 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2199578.250000 Penalty: 3299.978271
	Iteration 12Q: 3 clusters Score -2199578 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2200100.250000 Penalty: 3299.978271
	Iteration 13Q: 3 clusters Score -2200100 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2200888.000000 Penalty: 3299.978271
	Iteration 14Q: 3 clusters Score -2200888 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2201854.000000 Penalty: 3299.978271
	Iteration 15F: 3 clusters Score -2201854 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2202758.750000 Penalty: 3299.978271
	Iteration 16Q: 3 clusters Score -2202759 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2203530.250000 Penalty: 3299.978271
	Iteration 17Q: 3 clusters Score -2203530 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2204142.000000 Penalty: 3299.978271
	Iteration 18Q: 3 clusters Score -2204142 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2204627.500000 Penalty: 3299.978271
	Iteration 19Q: 3 clusters Score -2204628 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2204988.000000 Penalty: 3299.978271
	Iteration 20F: 3 clusters Score -2204988 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2205301.750000 Penalty: 3299.978271
	Iteration 21Q: 3 clusters Score -2205302 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2205596.000000 Penalty: 3299.978271
	Iteration 22Q: 3 clusters Score -2205596 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2205876.750000 Penalty: 3299.978271
	Iteration 23Q: 3 clusters Score -2205877 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2206117.750000 Penalty: 3299.978271
	Iteration 24Q: 3 clusters Score -2206118 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2206316.000000 Penalty: 3299.978271
	Iteration 25Q: 3 clusters Score -2206316 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2206498.000000 Penalty: 3299.978271
	Iteration 26Q: 3 clusters Score -2206498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2206612.250000 Penalty: 3299.978271
	Iteration 27Q: 3 clusters Score -2206612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2206717.500000 Penalty: 3299.978271
	Iteration 28Q: 3 clusters Score -2206718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2206805.500000 Penalty: 3299.978271
	Iteration 29Q: 3 clusters Score -2206806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2206870.250000 Penalty: 3299.978271
	Iteration 30Q: 3 clusters Score -2206870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2206917.500000 Penalty: 3299.978271
	Iteration 31Q: 3 clusters Score -2206918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2206938.000000 Penalty: 3299.978271
	Iteration 32Q: 3 clusters Score -2206938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2206965.000000 Penalty: 3299.978271
	Iteration 33Q: 3 clusters Score -2206965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2206985.500000 Penalty: 3299.978271
	Iteration 34Q: 3 clusters Score -2206986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2207001.000000 Penalty: 3299.978271
	Iteration 35Q: 3 clusters Score -2207001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2207013.500000 Penalty: 3299.978271
	Iteration 36Q: 3 clusters Score -2207014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2207020.000000 Penalty: 3299.978271
	Iteration 37Q: 3 clusters Score -2207020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2207027.750000 Penalty: 3299.978271
	Iteration 38Q: 3 clusters Score -2207028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2207033.750000 Penalty: 3299.978271
	Iteration 39Q: 3 clusters Score -2207034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2207038.250000 Penalty: 3299.978271
	Iteration 40F: 3 clusters Score -2207038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2207037.750000 Penalty: 3299.978271
	Iteration 41Q: 3 clusters Score -2207038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2207043.500000 Penalty: 3299.978271
	Iteration 42Q: 3 clusters Score -2207044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2207044.250000 Penalty: 3299.978271
	Iteration 43Q: 3 clusters Score -2207044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2207044.000000 Penalty: 3299.978271
	Iteration 44Q: 3 clusters Score -2207044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2207044.000000 Penalty: 3299.978271
	Iteration 45F: 3 clusters Score -2207044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Entering Unmasked Estep 
Score: -1036707.937500 Penalty: 1526.605103
	Iteration 0F: 2 clusters Score -1036708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1028352.187500 Penalty: 3053.210205
	Iteration 0F: 3 clusters Score -1028352 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1031290.500000 Penalty: 3053.210205
	Iteration 1F: 3 clusters Score -1031290 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1031684.187500 Penalty: 3053.210205
	Iteration 2F: 3 clusters Score -1031684 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1032138.062500 Penalty: 3053.210205
	Iteration 3F: 3 clusters Score -1032138 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1032601.750000 Penalty: 3053.210205
	Iteration 4F: 3 clusters Score -1032602 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1033061.937500 Penalty: 3053.210205
	Iteration 5F: 3 clusters Score -1033062 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1033503.500000 Penalty: 3053.210205
	Iteration 6F: 3 clusters Score -1033504 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1033812.250000 Penalty: 3053.210205
	Iteration 7Q: 3 clusters Score -1033812 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1034045.750000 Penalty: 3053.210205
	Iteration 8Q: 3 clusters Score -1034046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1034241.875000 Penalty: 3053.210205
	Iteration 9Q: 3 clusters Score -1034242 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1034390.562500 Penalty: 3053.210205
	Iteration 10Q: 3 clusters Score -1034391 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1034521.500000 Penalty: 3053.210205
	Iteration 11Q: 3 clusters Score -1034522 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1034649.375000 Penalty: 3053.210205
	Iteration 12Q: 3 clusters Score -1034649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1034754.437500 Penalty: 3053.210205
	Iteration 13Q: 3 clusters Score -1034754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1034848.375000 Penalty: 3053.210205
	Iteration 14Q: 3 clusters Score -1034848 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1034934.625000 Penalty: 3053.210205
	Iteration 15Q: 3 clusters Score -1034935 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1035001.375000 Penalty: 3053.210205
	Iteration 16Q: 3 clusters Score -1035001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1035059.937500 Penalty: 3053.210205
	Iteration 17Q: 3 clusters Score -1035060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1035106.312500 Penalty: 3053.210205
	Iteration 18Q: 3 clusters Score -1035106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1035148.187500 Penalty: 3053.210205
	Iteration 19Q: 3 clusters Score -1035148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1035175.125000 Penalty: 3053.210205
	Iteration 20F: 3 clusters Score -1035175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1035208.187500 Penalty: 3053.210205
	Iteration 21Q: 3 clusters Score -1035208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1035232.500000 Penalty: 3053.210205
	Iteration 22Q: 3 clusters Score -1035232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1035253.062500 Penalty: 3053.210205
	Iteration 23Q: 3 clusters Score -1035253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1035263.562500 Penalty: 3053.210205
	Iteration 24Q: 3 clusters Score -1035264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1035279.812500 Penalty: 3053.210205
	Iteration 25Q: 3 clusters Score -1035280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1035299.750000 Penalty: 3053.210205
	Iteration 26Q: 3 clusters Score -1035300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1035313.500000 Penalty: 3053.210205
	Iteration 27Q: 3 clusters Score -1035314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1035325.000000 Penalty: 3053.210205
	Iteration 28Q: 3 clusters Score -1035325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1035333.875000 Penalty: 3053.210205
	Iteration 29Q: 3 clusters Score -1035334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1035337.062500 Penalty: 3053.210205
	Iteration 30Q: 3 clusters Score -1035337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1035343.250000 Penalty: 3053.210205
	Iteration 31Q: 3 clusters Score -1035343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1035348.625000 Penalty: 3053.210205
	Iteration 32Q: 3 clusters Score -1035349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1035351.875000 Penalty: 3053.210205
	Iteration 33Q: 3 clusters Score -1035352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1035358.000000 Penalty: 3053.210205
	Iteration 34Q: 3 clusters Score -1035358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1035362.437500 Penalty: 3053.210205
	Iteration 35Q: 3 clusters Score -1035362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1035363.187500 Penalty: 3053.210205
	Iteration 36Q: 3 clusters Score -1035363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1035366.500000 Penalty: 3053.210205
	Iteration 37Q: 3 clusters Score -1035366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1035373.375000 Penalty: 3053.210205
	Iteration 38Q: 3 clusters Score -1035373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1035377.312500 Penalty: 3053.210205
	Iteration 39Q: 3 clusters Score -1035377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1035383.062500 Penalty: 3053.210205
	Iteration 40F: 3 clusters Score -1035383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1035384.687500 Penalty: 3053.210205
	Iteration 41Q: 3 clusters Score -1035385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1035387.500000 Penalty: 3053.210205
	Iteration 42Q: 3 clusters Score -1035388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1035387.812500 Penalty: 3053.210205
	Iteration 43Q: 3 clusters Score -1035388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1035388.500000 Penalty: 3053.210205
	Iteration 44Q: 3 clusters Score -1035388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1035388.500000 Penalty: 3053.210205
	Iteration 45F: 3 clusters Score -1035388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Entering Unmasked Estep 
Score: -5545887.000000 Penalty: 1797.478516
	Iteration 0F: 2 clusters Score -5545887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5503379.000000 Penalty: 3594.957031
	Iteration 0F: 3 clusters Score -5503379 nChanged 30085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5520939.000000 Penalty: 3594.957031
	Iteration 1F: 3 clusters Score -5520939 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5521996.500000 Penalty: 3594.957031
	Iteration 2Q: 3 clusters Score -5521996 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5523417.000000 Penalty: 3594.957031
	Iteration 3F: 3 clusters Score -5523417 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5525296.000000 Penalty: 3594.957031
	Iteration 4F: 3 clusters Score -5525296 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5527573.500000 Penalty: 3594.957031
	Iteration 5F: 3 clusters Score -5527574 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5530401.000000 Penalty: 3594.957031
	Iteration 6F: 3 clusters Score -5530401 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -5533567.500000 Penalty: 3594.957031
	Iteration 7F: 3 clusters Score -5533568 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -5536761.000000 Penalty: 3594.957031
	Iteration 8F: 3 clusters Score -5536761 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -5539570.000000 Penalty: 3594.957031
	Iteration 9Q: 3 clusters Score -5539570 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -5541392.000000 Penalty: 3594.957031
	Iteration 10Q: 3 clusters Score -5541392 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -5542280.000000 Penalty: 3594.957031
	Iteration 11Q: 3 clusters Score -5542280 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -5542750.000000 Penalty: 3594.957031
	Iteration 12Q: 3 clusters Score -5542750 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -5543084.000000 Penalty: 3594.957031
	Iteration 13Q: 3 clusters Score -5543084 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -5543300.500000 Penalty: 3594.957031
	Iteration 14Q: 3 clusters Score -5543300 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -5543466.500000 Penalty: 3594.957031
	Iteration 15Q: 3 clusters Score -5543466 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -5543596.000000 Penalty: 3594.957031
	Iteration 16Q: 3 clusters Score -5543596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -5543689.000000 Penalty: 3594.957031
	Iteration 17Q: 3 clusters Score -5543689 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -5543747.500000 Penalty: 3594.957031
	Iteration 18Q: 3 clusters Score -5543748 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -5543803.000000 Penalty: 3594.957031
	Iteration 19Q: 3 clusters Score -5543803 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -5543872.000000 Penalty: 3594.957031
	Iteration 20F: 3 clusters Score -5543872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -5543929.500000 Penalty: 3594.957031
	Iteration 21Q: 3 clusters Score -5543930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -5543987.000000 Penalty: 3594.957031
	Iteration 22Q: 3 clusters Score -5543987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -5544035.000000 Penalty: 3594.957031
	Iteration 23Q: 3 clusters Score -5544035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -5544068.500000 Penalty: 3594.957031
	Iteration 24Q: 3 clusters Score -5544068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -5544113.500000 Penalty: 3594.957031
	Iteration 25Q: 3 clusters Score -5544114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -5544140.500000 Penalty: 3594.957031
	Iteration 26Q: 3 clusters Score -5544140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -5544170.500000 Penalty: 3594.957031
	Iteration 27Q: 3 clusters Score -5544170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -5544177.500000 Penalty: 3594.957031
	Iteration 28Q: 3 clusters Score -5544178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -5544196.500000 Penalty: 3594.957031
	Iteration 29Q: 3 clusters Score -5544196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -5544213.500000 Penalty: 3594.957031
	Iteration 30Q: 3 clusters Score -5544214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -5544243.500000 Penalty: 3594.957031
	Iteration 31Q: 3 clusters Score -5544244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -5544264.500000 Penalty: 3594.957031
	Iteration 32Q: 3 clusters Score -5544264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -5544282.500000 Penalty: 3594.957031
	Iteration 33Q: 3 clusters Score -5544282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5544291.000000 Penalty: 3594.957031
	Iteration 34Q: 3 clusters Score -5544291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -5544298.000000 Penalty: 3594.957031
	Iteration 35Q: 3 clusters Score -5544298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -5544321.500000 Penalty: 3594.957031
	Iteration 36Q: 3 clusters Score -5544322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -5544335.500000 Penalty: 3594.957031
	Iteration 37Q: 3 clusters Score -5544336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -5544338.500000 Penalty: 3594.957031
	Iteration 38Q: 3 clusters Score -5544338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -5544370.500000 Penalty: 3594.957031
	Iteration 39Q: 3 clusters Score -5544370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -5544386.000000 Penalty: 3594.957031
	Iteration 40F: 3 clusters Score -5544386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -5544405.000000 Penalty: 3594.957031
	Iteration 41Q: 3 clusters Score -5544405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -5544409.500000 Penalty: 3594.957031
	Iteration 42Q: 3 clusters Score -5544410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -5544417.500000 Penalty: 3594.957031
	Iteration 43Q: 3 clusters Score -5544418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -5544428.500000 Penalty: 3594.957031
	Iteration 44Q: 3 clusters Score -5544428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -5544434.000000 Penalty: 3594.957031
	Iteration 45Q: 3 clusters Score -5544434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -5544434.000000 Penalty: 3594.957031
	Iteration 46Q: 3 clusters Score -5544434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -5544454.500000 Penalty: 3594.957031
	Iteration 47Q: 3 clusters Score -5544454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -5544459.500000 Penalty: 3594.957031
	Iteration 48Q: 3 clusters Score -5544460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -5544461.500000 Penalty: 3594.957031
	Iteration 49Q: 3 clusters Score -5544462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -5544483.000000 Penalty: 3594.957031
	Iteration 50Q: 3 clusters Score -5544483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -5544485.000000 Penalty: 3594.957031
	Iteration 51Q: 3 clusters Score -5544485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -5544489.000000 Penalty: 3594.957031
	Iteration 52Q: 3 clusters Score -5544489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -5544488.500000 Penalty: 3594.957031
	Iteration 53Q: 3 clusters Score -5544488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -5544487.000000 Penalty: 3594.957031
	Iteration 54Q: 3 clusters Score -5544487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -5544490.000000 Penalty: 3594.957031
	Iteration 55Q: 3 clusters Score -5544490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -5544486.500000 Penalty: 3594.957031
	Iteration 56Q: 3 clusters Score -5544486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -5544492.000000 Penalty: 3594.957031
	Iteration 57Q: 3 clusters Score -5544492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -5544492.000000 Penalty: 3594.957031
	Iteration 58Q: 3 clusters Score -5544492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -5544493.500000 Penalty: 3594.957031
	Iteration 59Q: 3 clusters Score -5544494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -5544493.000000 Penalty: 3594.957031
	Iteration 60F: 3 clusters Score -5544493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Entering Unmasked Estep 
Score: -792689.812500 Penalty: 1496.240967
	Iteration 0F: 2 clusters Score -792689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -785559.125000 Penalty: 2992.481934
	Iteration 0F: 3 clusters Score -785559.1 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -788160.937500 Penalty: 2992.481934
	Iteration 1F: 3 clusters Score -788160.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -788718.375000 Penalty: 2992.481934
	Iteration 2F: 3 clusters Score -788718.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -789172.000000 Penalty: 2992.481934
	Iteration 3F: 3 clusters Score -789172 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -789567.750000 Penalty: 2992.481934
	Iteration 4F: 3 clusters Score -789567.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -789922.187500 Penalty: 2992.481934
	Iteration 5F: 3 clusters Score -789922.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -790221.125000 Penalty: 2992.481934
	Iteration 6Q: 3 clusters Score -790221.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -790455.312500 Penalty: 2992.481934
	Iteration 7Q: 3 clusters Score -790455.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -790656.750000 Penalty: 2992.481934
	Iteration 8Q: 3 clusters Score -790656.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -790806.687500 Penalty: 2992.481934
	Iteration 9Q: 3 clusters Score -790806.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -790931.250000 Penalty: 2992.481934
	Iteration 10Q: 3 clusters Score -790931.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -791036.000000 Penalty: 2992.481934
	Iteration 11Q: 3 clusters Score -791036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -791113.875000 Penalty: 2992.481934
	Iteration 12Q: 3 clusters Score -791113.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -791185.937500 Penalty: 2992.481934
	Iteration 13Q: 3 clusters Score -791185.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -791244.250000 Penalty: 2992.481934
	Iteration 14Q: 3 clusters Score -791244.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -791308.250000 Penalty: 2992.481934
	Iteration 15Q: 3 clusters Score -791308.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -791363.937500 Penalty: 2992.481934
	Iteration 16Q: 3 clusters Score -791363.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -791413.812500 Penalty: 2992.481934
	Iteration 17Q: 3 clusters Score -791413.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -791471.187500 Penalty: 2992.481934
	Iteration 18Q: 3 clusters Score -791471.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -791540.562500 Penalty: 2992.481934
	Iteration 19Q: 3 clusters Score -791540.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -791600.875000 Penalty: 2992.481934
	Iteration 20F: 3 clusters Score -791600.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -791666.812500 Penalty: 2992.481934
	Iteration 21Q: 3 clusters Score -791666.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -791727.875000 Penalty: 2992.481934
	Iteration 22Q: 3 clusters Score -791727.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -791788.187500 Penalty: 2992.481934
	Iteration 23Q: 3 clusters Score -791788.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -791831.812500 Penalty: 2992.481934
	Iteration 24Q: 3 clusters Score -791831.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -791849.562500 Penalty: 2992.481934
	Iteration 25Q: 3 clusters Score -791849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -791865.187500 Penalty: 2992.481934
	Iteration 26Q: 3 clusters Score -791865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -791874.187500 Penalty: 2992.481934
	Iteration 27Q: 3 clusters Score -791874.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -791876.937500 Penalty: 2992.481934
	Iteration 28Q: 3 clusters Score -791876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -791881.187500 Penalty: 2992.481934
	Iteration 29Q: 3 clusters Score -791881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -791880.250000 Penalty: 2992.481934
	Iteration 30Q: 3 clusters Score -791880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -791881.562500 Penalty: 2992.481934
	Iteration 31Q: 3 clusters Score -791881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -791883.750000 Penalty: 2992.481934
	Iteration 32Q: 3 clusters Score -791883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -791884.687500 Penalty: 2992.481934
	Iteration 33Q: 3 clusters Score -791884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -791887.187500 Penalty: 2992.481934
	Iteration 34Q: 3 clusters Score -791887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -791890.125000 Penalty: 2992.481934
	Iteration 35Q: 3 clusters Score -791890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -791891.375000 Penalty: 2992.481934
	Iteration 36Q: 3 clusters Score -791891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -791891.187500 Penalty: 2992.481934
	Iteration 37Q: 3 clusters Score -791891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -791892.250000 Penalty: 2992.481934
	Iteration 38Q: 3 clusters Score -791892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -791892.187500 Penalty: 2992.481934
	Iteration 39Q: 3 clusters Score -791892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -791892.187500 Penalty: 2992.481934
	Iteration 40F: 3 clusters Score -791892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Entering Unmasked Estep 
Score: -3154993.500000 Penalty: 1705.462769
	Iteration 0F: 2 clusters Score -3154994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3130729.500000 Penalty: 3410.925537
	Iteration 0F: 3 clusters Score -3130730 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3140406.750000 Penalty: 3410.925537
	Iteration 1F: 3 clusters Score -3140407 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3140935.250000 Penalty: 3410.925537
	Iteration 2Q: 3 clusters Score -3140935 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3141658.750000 Penalty: 3410.925537
	Iteration 3Q: 3 clusters Score -3141659 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3142654.000000 Penalty: 3410.925537
	Iteration 4F: 3 clusters Score -3142654 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3144195.250000 Penalty: 3410.925537
	Iteration 5F: 3 clusters Score -3144195 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3146386.250000 Penalty: 3410.925537
	Iteration 6F: 3 clusters Score -3146386 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -3148871.250000 Penalty: 3410.925537
	Iteration 7F: 3 clusters Score -3148871 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3151069.750000 Penalty: 3410.925537
	Iteration 8F: 3 clusters Score -3151070 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3152532.750000 Penalty: 3410.925537
	Iteration 9Q: 3 clusters Score -3152533 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3153120.500000 Penalty: 3410.925537
	Iteration 10Q: 3 clusters Score -3153120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3153316.500000 Penalty: 3410.925537
	Iteration 11Q: 3 clusters Score -3153316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -3153418.750000 Penalty: 3410.925537
	Iteration 12Q: 3 clusters Score -3153419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -3153454.000000 Penalty: 3410.925537
	Iteration 13Q: 3 clusters Score -3153454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3153472.750000 Penalty: 3410.925537
	Iteration 14Q: 3 clusters Score -3153473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3153474.500000 Penalty: 3410.925537
	Iteration 15Q: 3 clusters Score -3153474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3153476.000000 Penalty: 3410.925537
	Iteration 16Q: 3 clusters Score -3153476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3153486.000000 Penalty: 3410.925537
	Iteration 17Q: 3 clusters Score -3153486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -3153486.000000 Penalty: 3410.925537
	Iteration 18F: 3 clusters Score -3153486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (154792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Entering Unmasked Estep 
Score: -13647561.000000 Penalty: 1941.848633
	Iteration 0F: 2 clusters Score -1.364756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -13543540.000000 Penalty: 3883.697266
	Iteration 0F: 3 clusters Score -1.354354e+07 nChanged 74860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -13587825.000000 Penalty: 3883.697266
	Iteration 1F: 3 clusters Score -1.358782e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -13589368.000000 Penalty: 3883.697266
	Iteration 2Q: 3 clusters Score -1.358937e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -13591590.000000 Penalty: 3883.697266
	Iteration 3Q: 3 clusters Score -1.359159e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -13594987.000000 Penalty: 3883.697266
	Iteration 4Q: 3 clusters Score -1.359499e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -13599554.000000 Penalty: 3883.697266
	Iteration 5F: 3 clusters Score -1.359955e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -13605227.000000 Penalty: 3883.697266
	Iteration 6F: 3 clusters Score -1.360523e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -13611878.000000 Penalty: 3883.697266
	Iteration 7F: 3 clusters Score -1.361188e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -13618611.000000 Penalty: 3883.697266
	Iteration 8F: 3 clusters Score -1.361861e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -13624501.000000 Penalty: 3883.697266
	Iteration 9F: 3 clusters Score -1.36245e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -13629267.000000 Penalty: 3883.697266
	Iteration 10Q: 3 clusters Score -1.362927e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -13633203.000000 Penalty: 3883.697266
	Iteration 11Q: 3 clusters Score -1.36332e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -13636569.000000 Penalty: 3883.697266
	Iteration 12Q: 3 clusters Score -1.363657e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143953 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -13639290.000000 Penalty: 3883.697266
	Iteration 13Q: 3 clusters Score -1.363929e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -13641381.000000 Penalty: 3883.697266
	Iteration 14Q: 3 clusters Score -1.364138e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -13643095.000000 Penalty: 3883.697266
	Iteration 15Q: 3 clusters Score -1.36431e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -13644147.000000 Penalty: 3883.697266
	Iteration 16Q: 3 clusters Score -1.364415e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13644879.000000 Penalty: 3883.697266
	Iteration 17Q: 3 clusters Score -1.364488e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13645309.000000 Penalty: 3883.697266
	Iteration 18Q: 3 clusters Score -1.364531e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13645560.000000 Penalty: 3883.697266
	Iteration 19Q: 3 clusters Score -1.364556e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13645704.000000 Penalty: 3883.697266
	Iteration 20F: 3 clusters Score -1.36457e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13645793.000000 Penalty: 3883.697266
	Iteration 21Q: 3 clusters Score -1.364579e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13645839.000000 Penalty: 3883.697266
	Iteration 22Q: 3 clusters Score -1.364584e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13645875.000000 Penalty: 3883.697266
	Iteration 23Q: 3 clusters Score -1.364588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13645895.000000 Penalty: 3883.697266
	Iteration 24Q: 3 clusters Score -1.36459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13645943.000000 Penalty: 3883.697266
	Iteration 25Q: 3 clusters Score -1.364594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154168 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13645950.000000 Penalty: 3883.697266
	Iteration 26Q: 3 clusters Score -1.364595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13645968.000000 Penalty: 3883.697266
	Iteration 27Q: 3 clusters Score -1.364597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154192 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13645988.000000 Penalty: 3883.697266
	Iteration 28Q: 3 clusters Score -1.364599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13645998.000000 Penalty: 3883.697266
	Iteration 29Q: 3 clusters Score -1.3646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13645995.000000 Penalty: 3883.697266
	Iteration 30Q: 3 clusters Score -1.3646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13646004.000000 Penalty: 3883.697266
	Iteration 31Q: 3 clusters Score -1.3646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13646010.000000 Penalty: 3883.697266
	Iteration 32Q: 3 clusters Score -1.364601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13646026.000000 Penalty: 3883.697266
	Iteration 33Q: 3 clusters Score -1.364603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13646033.000000 Penalty: 3883.697266
	Iteration 34Q: 3 clusters Score -1.364603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13646024.000000 Penalty: 3883.697266
	Iteration 35Q: 3 clusters Score -1.364602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13646017.000000 Penalty: 3883.697266
	Iteration 36Q: 3 clusters Score -1.364602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13646014.000000 Penalty: 3883.697266
	Iteration 37Q: 3 clusters Score -1.364601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154247 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13646010.000000 Penalty: 3883.697266
	Iteration 38Q: 3 clusters Score -1.364601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13646018.000000 Penalty: 3883.697266
	Iteration 39Q: 3 clusters Score -1.364602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13646032.000000 Penalty: 3883.697266
	Iteration 40F: 3 clusters Score -1.364603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13646024.000000 Penalty: 3883.697266
	Iteration 41Q: 3 clusters Score -1.364602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13646024.000000 Penalty: 3883.697266
	Iteration 42F: 3 clusters Score -1.364602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -354201.031250 Penalty: 1353.530273
	Iteration 0F: 2 clusters Score -354201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -350762.625000 Penalty: 2707.060547
	Iteration 0F: 3 clusters Score -350762.6 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -351696.312500 Penalty: 2707.060547
	Iteration 1F: 3 clusters Score -351696.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -351891.937500 Penalty: 2707.060547
	Iteration 2F: 3 clusters Score -351891.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -352053.812500 Penalty: 2707.060547
	Iteration 3F: 3 clusters Score -352053.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -352191.125000 Penalty: 2707.060547
	Iteration 4Q: 3 clusters Score -352191.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -352297.156250 Penalty: 2707.060547
	Iteration 5Q: 3 clusters Score -352297.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -352364.000000 Penalty: 2707.060547
	Iteration 6Q: 3 clusters Score -352364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -352424.093750 Penalty: 2707.060547
	Iteration 7Q: 3 clusters Score -352424.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -352474.125000 Penalty: 2707.060547
	Iteration 8Q: 3 clusters Score -352474.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -352540.281250 Penalty: 2707.060547
	Iteration 9Q: 3 clusters Score -352540.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -352597.750000 Penalty: 2707.060547
	Iteration 10Q: 3 clusters Score -352597.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -352648.593750 Penalty: 2707.060547
	Iteration 11Q: 3 clusters Score -352648.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -352702.343750 Penalty: 2707.060547
	Iteration 12Q: 3 clusters Score -352702.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -352747.156250 Penalty: 2707.060547
	Iteration 13Q: 3 clusters Score -352747.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -352798.343750 Penalty: 2707.060547
	Iteration 14Q: 3 clusters Score -352798.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -352854.750000 Penalty: 2707.060547
	Iteration 15Q: 3 clusters Score -352854.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -352902.000000 Penalty: 2707.060547
	Iteration 16Q: 3 clusters Score -352902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -352941.562500 Penalty: 2707.060547
	Iteration 17Q: 3 clusters Score -352941.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -352975.281250 Penalty: 2707.060547
	Iteration 18Q: 3 clusters Score -352975.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -353017.093750 Penalty: 2707.060547
	Iteration 19Q: 3 clusters Score -353017.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -353049.500000 Penalty: 2707.060547
	Iteration 20F: 3 clusters Score -353049.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -353088.906250 Penalty: 2707.060547
	Iteration 21Q: 3 clusters Score -353088.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -353149.250000 Penalty: 2707.060547
	Iteration 22Q: 3 clusters Score -353149.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -353190.375000 Penalty: 2707.060547
	Iteration 23Q: 3 clusters Score -353190.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -353223.625000 Penalty: 2707.060547
	Iteration 24Q: 3 clusters Score -353223.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -353243.437500 Penalty: 2707.060547
	Iteration 25Q: 3 clusters Score -353243.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -353261.875000 Penalty: 2707.060547
	Iteration 26Q: 3 clusters Score -353261.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -353285.468750 Penalty: 2707.060547
	Iteration 27Q: 3 clusters Score -353285.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -353311.062500 Penalty: 2707.060547
	Iteration 28Q: 3 clusters Score -353311.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -353337.593750 Penalty: 2707.060547
	Iteration 29Q: 3 clusters Score -353337.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -353369.437500 Penalty: 2707.060547
	Iteration 30Q: 3 clusters Score -353369.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -353416.031250 Penalty: 2707.060547
	Iteration 31Q: 3 clusters Score -353416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -353489.625000 Penalty: 2707.060547
	Iteration 32Q: 3 clusters Score -353489.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -353550.031250 Penalty: 2707.060547
	Iteration 33Q: 3 clusters Score -353550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -353613.000000 Penalty: 2707.060547
	Iteration 34Q: 3 clusters Score -353613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -353656.500000 Penalty: 2707.060547
	Iteration 35Q: 3 clusters Score -353656.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -353692.875000 Penalty: 2707.060547
	Iteration 36Q: 3 clusters Score -353692.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -353711.375000 Penalty: 2707.060547
	Iteration 37Q: 3 clusters Score -353711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -353716.093750 Penalty: 2707.060547
	Iteration 38Q: 3 clusters Score -353716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -353718.437500 Penalty: 2707.060547
	Iteration 39Q: 3 clusters Score -353718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -353719.468750 Penalty: 2707.060547
	Iteration 40F: 3 clusters Score -353719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -353720.343750 Penalty: 2707.060547
	Iteration 41Q: 3 clusters Score -353720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -353720.343750 Penalty: 2707.060547
	Iteration 42F: 3 clusters Score -353720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Entering Unmasked Estep 
Score: -823199.687500 Penalty: 1483.730225
	Iteration 0F: 2 clusters Score -823199.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -816513.687500 Penalty: 2967.460449
	Iteration 0F: 3 clusters Score -816513.7 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -818705.750000 Penalty: 2967.460449
	Iteration 1F: 3 clusters Score -818705.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -818959.375000 Penalty: 2967.460449
	Iteration 2F: 3 clusters Score -818959.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -819182.000000 Penalty: 2967.460449
	Iteration 3F: 3 clusters Score -819182 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -819379.687500 Penalty: 2967.460449
	Iteration 4Q: 3 clusters Score -819379.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -819530.750000 Penalty: 2967.460449
	Iteration 5Q: 3 clusters Score -819530.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -819674.937500 Penalty: 2967.460449
	Iteration 6Q: 3 clusters Score -819674.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -819795.875000 Penalty: 2967.460449
	Iteration 7Q: 3 clusters Score -819795.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -819893.375000 Penalty: 2967.460449
	Iteration 8Q: 3 clusters Score -819893.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -820014.687500 Penalty: 2967.460449
	Iteration 9Q: 3 clusters Score -820014.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -820178.187500 Penalty: 2967.460449
	Iteration 10Q: 3 clusters Score -820178.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -820332.937500 Penalty: 2967.460449
	Iteration 11Q: 3 clusters Score -820332.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -820478.937500 Penalty: 2967.460449
	Iteration 12Q: 3 clusters Score -820478.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -820674.687500 Penalty: 2967.460449
	Iteration 13Q: 3 clusters Score -820674.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -820912.250000 Penalty: 2967.460449
	Iteration 14Q: 3 clusters Score -820912.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -821210.562500 Penalty: 2967.460449
	Iteration 15Q: 3 clusters Score -821210.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -821523.625000 Penalty: 2967.460449
	Iteration 16Q: 3 clusters Score -821523.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -821732.625000 Penalty: 2967.460449
	Iteration 17Q: 3 clusters Score -821732.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -821826.062500 Penalty: 2967.460449
	Iteration 18Q: 3 clusters Score -821826.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -821874.250000 Penalty: 2967.460449
	Iteration 19Q: 3 clusters Score -821874.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -821899.750000 Penalty: 2967.460449
	Iteration 20F: 3 clusters Score -821899.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -821920.812500 Penalty: 2967.460449
	Iteration 21Q: 3 clusters Score -821920.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -821935.250000 Penalty: 2967.460449
	Iteration 22Q: 3 clusters Score -821935.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -821947.937500 Penalty: 2967.460449
	Iteration 23Q: 3 clusters Score -821947.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -821952.062500 Penalty: 2967.460449
	Iteration 24Q: 3 clusters Score -821952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -821957.750000 Penalty: 2967.460449
	Iteration 25Q: 3 clusters Score -821957.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -821961.062500 Penalty: 2967.460449
	Iteration 26Q: 3 clusters Score -821961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -821965.375000 Penalty: 2967.460449
	Iteration 27Q: 3 clusters Score -821965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -821970.437500 Penalty: 2967.460449
	Iteration 28Q: 3 clusters Score -821970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -821977.875000 Penalty: 2967.460449
	Iteration 29Q: 3 clusters Score -821977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -821983.125000 Penalty: 2967.460449
	Iteration 30Q: 3 clusters Score -821983.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -821985.250000 Penalty: 2967.460449
	Iteration 31Q: 3 clusters Score -821985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -821989.437500 Penalty: 2967.460449
	Iteration 32Q: 3 clusters Score -821989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -821989.812500 Penalty: 2967.460449
	Iteration 33Q: 3 clusters Score -821989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -821989.375000 Penalty: 2967.460449
	Iteration 34Q: 3 clusters Score -821989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -821991.125000 Penalty: 2967.460449
	Iteration 35Q: 3 clusters Score -821991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -821992.625000 Penalty: 2967.460449
	Iteration 36Q: 3 clusters Score -821992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -821993.812500 Penalty: 2967.460449
	Iteration 37Q: 3 clusters Score -821993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -821996.312500 Penalty: 2967.460449
	Iteration 38Q: 3 clusters Score -821996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -821994.312500 Penalty: 2967.460449
	Iteration 39Q: 3 clusters Score -821994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -821995.375000 Penalty: 2967.460449
	Iteration 40F: 3 clusters Score -821995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -821996.000000 Penalty: 2967.460449
	Iteration 41Q: 3 clusters Score -821996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -821995.562500 Penalty: 2967.460449
	Iteration 42Q: 3 clusters Score -821995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -821996.625000 Penalty: 2967.460449
	Iteration 43Q: 3 clusters Score -821996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -821998.375000 Penalty: 2967.460449
	Iteration 44Q: 3 clusters Score -821998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -821998.750000 Penalty: 2967.460449
	Iteration 45Q: 3 clusters Score -821998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -821997.687500 Penalty: 2967.460449
	Iteration 46Q: 3 clusters Score -821997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -821997.687500 Penalty: 2967.460449
	Iteration 47F: 3 clusters Score -821997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Entering Unmasked Estep 
Score: -954216.875000 Penalty: 1510.967163
	Iteration 0F: 2 clusters Score -954216.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -946406.437500 Penalty: 3021.934326
	Iteration 0F: 3 clusters Score -946406.4 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -948954.812500 Penalty: 3021.934326
	Iteration 1F: 3 clusters Score -948954.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -949209.500000 Penalty: 3021.934326
	Iteration 2F: 3 clusters Score -949209.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -949430.125000 Penalty: 3021.934326
	Iteration 3Q: 3 clusters Score -949430.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -949652.250000 Penalty: 3021.934326
	Iteration 4Q: 3 clusters Score -949652.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -949895.812500 Penalty: 3021.934326
	Iteration 5Q: 3 clusters Score -949895.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -950179.437500 Penalty: 3021.934326
	Iteration 6Q: 3 clusters Score -950179.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -950479.250000 Penalty: 3021.934326
	Iteration 7Q: 3 clusters Score -950479.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -950754.937500 Penalty: 3021.934326
	Iteration 8Q: 3 clusters Score -950754.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -951031.187500 Penalty: 3021.934326
	Iteration 9Q: 3 clusters Score -951031.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -951286.187500 Penalty: 3021.934326
	Iteration 10Q: 3 clusters Score -951286.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -951500.250000 Penalty: 3021.934326
	Iteration 11Q: 3 clusters Score -951500.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -951688.437500 Penalty: 3021.934326
	Iteration 12Q: 3 clusters Score -951688.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -951837.437500 Penalty: 3021.934326
	Iteration 13Q: 3 clusters Score -951837.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -951971.500000 Penalty: 3021.934326
	Iteration 14Q: 3 clusters Score -951971.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -952085.750000 Penalty: 3021.934326
	Iteration 15Q: 3 clusters Score -952085.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -952194.250000 Penalty: 3021.934326
	Iteration 16Q: 3 clusters Score -952194.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -952294.437500 Penalty: 3021.934326
	Iteration 17Q: 3 clusters Score -952294.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -952378.500000 Penalty: 3021.934326
	Iteration 18Q: 3 clusters Score -952378.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -952448.375000 Penalty: 3021.934326
	Iteration 19Q: 3 clusters Score -952448.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -952518.812500 Penalty: 3021.934326
	Iteration 20F: 3 clusters Score -952518.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -952570.875000 Penalty: 3021.934326
	Iteration 21Q: 3 clusters Score -952570.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -952619.250000 Penalty: 3021.934326
	Iteration 22Q: 3 clusters Score -952619.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -952666.062500 Penalty: 3021.934326
	Iteration 23Q: 3 clusters Score -952666.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -952711.187500 Penalty: 3021.934326
	Iteration 24Q: 3 clusters Score -952711.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -952748.250000 Penalty: 3021.934326
	Iteration 25Q: 3 clusters Score -952748.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -952784.437500 Penalty: 3021.934326
	Iteration 26Q: 3 clusters Score -952784.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -952806.562500 Penalty: 3021.934326
	Iteration 27Q: 3 clusters Score -952806.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -952828.437500 Penalty: 3021.934326
	Iteration 28Q: 3 clusters Score -952828.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -952841.625000 Penalty: 3021.934326
	Iteration 29Q: 3 clusters Score -952841.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -952854.250000 Penalty: 3021.934326
	Iteration 30Q: 3 clusters Score -952854.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -952869.250000 Penalty: 3021.934326
	Iteration 31Q: 3 clusters Score -952869.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -952879.312500 Penalty: 3021.934326
	Iteration 32Q: 3 clusters Score -952879.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -952887.000000 Penalty: 3021.934326
	Iteration 33Q: 3 clusters Score -952887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -952890.187500 Penalty: 3021.934326
	Iteration 34Q: 3 clusters Score -952890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -952896.250000 Penalty: 3021.934326
	Iteration 35Q: 3 clusters Score -952896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -952900.375000 Penalty: 3021.934326
	Iteration 36Q: 3 clusters Score -952900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -952906.875000 Penalty: 3021.934326
	Iteration 37Q: 3 clusters Score -952906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -952914.187500 Penalty: 3021.934326
	Iteration 38Q: 3 clusters Score -952914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -952921.062500 Penalty: 3021.934326
	Iteration 39Q: 3 clusters Score -952921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -952927.062500 Penalty: 3021.934326
	Iteration 40F: 3 clusters Score -952927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -952931.937500 Penalty: 3021.934326
	Iteration 41Q: 3 clusters Score -952931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -952937.437500 Penalty: 3021.934326
	Iteration 42Q: 3 clusters Score -952937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -952941.187500 Penalty: 3021.934326
	Iteration 43Q: 3 clusters Score -952941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -952942.250000 Penalty: 3021.934326
	Iteration 44Q: 3 clusters Score -952942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -952943.250000 Penalty: 3021.934326
	Iteration 45Q: 3 clusters Score -952943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -952943.500000 Penalty: 3021.934326
	Iteration 46Q: 3 clusters Score -952943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -952946.000000 Penalty: 3021.934326
	Iteration 47Q: 3 clusters Score -952946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -952946.437500 Penalty: 3021.934326
	Iteration 48Q: 3 clusters Score -952946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -952948.125000 Penalty: 3021.934326
	Iteration 49Q: 3 clusters Score -952948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -952948.437500 Penalty: 3021.934326
	Iteration 50Q: 3 clusters Score -952948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -952948.687500 Penalty: 3021.934326
	Iteration 51Q: 3 clusters Score -952948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -952948.875000 Penalty: 3021.934326
	Iteration 52Q: 3 clusters Score -952948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -952948.875000 Penalty: 3021.934326
	Iteration 53F: 3 clusters Score -952948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -596929.187500 Penalty: 1441.619629
	Iteration 0F: 2 clusters Score -596929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -591556.625000 Penalty: 2883.239258
	Iteration 0F: 3 clusters Score -591556.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -593261.062500 Penalty: 2883.239258
	Iteration 1F: 3 clusters Score -593261.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -593553.187500 Penalty: 2883.239258
	Iteration 2F: 3 clusters Score -593553.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -593794.375000 Penalty: 2883.239258
	Iteration 3F: 3 clusters Score -593794.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -594062.625000 Penalty: 2883.239258
	Iteration 4F: 3 clusters Score -594062.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -594440.125000 Penalty: 2883.239258
	Iteration 5F: 3 clusters Score -594440.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -594975.125000 Penalty: 2883.239258
	Iteration 6F: 3 clusters Score -594975.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -595607.937500 Penalty: 2883.239258
	Iteration 7F: 3 clusters Score -595607.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -596102.187500 Penalty: 2883.239258
	Iteration 8F: 3 clusters Score -596102.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -596357.812500 Penalty: 2883.239258
	Iteration 9Q: 3 clusters Score -596357.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -596477.875000 Penalty: 2883.239258
	Iteration 10Q: 3 clusters Score -596477.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -596535.812500 Penalty: 2883.239258
	Iteration 11Q: 3 clusters Score -596535.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -596586.000000 Penalty: 2883.239258
	Iteration 12Q: 3 clusters Score -596586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -596629.812500 Penalty: 2883.239258
	Iteration 13Q: 3 clusters Score -596629.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -596682.562500 Penalty: 2883.239258
	Iteration 14Q: 3 clusters Score -596682.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -596748.687500 Penalty: 2883.239258
	Iteration 15Q: 3 clusters Score -596748.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -596798.375000 Penalty: 2883.239258
	Iteration 16Q: 3 clusters Score -596798.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -596824.500000 Penalty: 2883.239258
	Iteration 17Q: 3 clusters Score -596824.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -596843.500000 Penalty: 2883.239258
	Iteration 18Q: 3 clusters Score -596843.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -596858.437500 Penalty: 2883.239258
	Iteration 19Q: 3 clusters Score -596858.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -596875.500000 Penalty: 2883.239258
	Iteration 20F: 3 clusters Score -596875.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -596884.062500 Penalty: 2883.239258
	Iteration 21Q: 3 clusters Score -596884.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -596892.250000 Penalty: 2883.239258
	Iteration 22Q: 3 clusters Score -596892.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -596903.375000 Penalty: 2883.239258
	Iteration 23Q: 3 clusters Score -596903.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -596919.125000 Penalty: 2883.239258
	Iteration 24Q: 3 clusters Score -596919.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -596930.000000 Penalty: 2883.239258
	Iteration 25Q: 3 clusters Score -596930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -596940.562500 Penalty: 2883.239258
	Iteration 26Q: 3 clusters Score -596940.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -596945.562500 Penalty: 2883.239258
	Iteration 27Q: 3 clusters Score -596945.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -596953.437500 Penalty: 2883.239258
	Iteration 28Q: 3 clusters Score -596953.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -596962.250000 Penalty: 2883.239258
	Iteration 29Q: 3 clusters Score -596962.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -596968.312500 Penalty: 2883.239258
	Iteration 30Q: 3 clusters Score -596968.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -596973.125000 Penalty: 2883.239258
	Iteration 31Q: 3 clusters Score -596973.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -596980.187500 Penalty: 2883.239258
	Iteration 32Q: 3 clusters Score -596980.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -596986.125000 Penalty: 2883.239258
	Iteration 33Q: 3 clusters Score -596986.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -596993.750000 Penalty: 2883.239258
	Iteration 34Q: 3 clusters Score -596993.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -596996.250000 Penalty: 2883.239258
	Iteration 35Q: 3 clusters Score -596996.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -597000.812500 Penalty: 2883.239258
	Iteration 36Q: 3 clusters Score -597000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -597005.750000 Penalty: 2883.239258
	Iteration 37Q: 3 clusters Score -597005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -597007.687500 Penalty: 2883.239258
	Iteration 38Q: 3 clusters Score -597007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -597011.062500 Penalty: 2883.239258
	Iteration 39Q: 3 clusters Score -597011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -597012.562500 Penalty: 2883.239258
	Iteration 40F: 3 clusters Score -597012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -597011.812500 Penalty: 2883.239258
	Iteration 41Q: 3 clusters Score -597011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -597013.000000 Penalty: 2883.239258
	Iteration 42Q: 3 clusters Score -597013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -597016.250000 Penalty: 2883.239258
	Iteration 43Q: 3 clusters Score -597016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -597015.312500 Penalty: 2883.239258
	Iteration 44Q: 3 clusters Score -597015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -597017.312500 Penalty: 2883.239258
	Iteration 45Q: 3 clusters Score -597017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -597018.187500 Penalty: 2883.239258
	Iteration 46Q: 3 clusters Score -597018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -597018.000000 Penalty: 2883.239258
	Iteration 47Q: 3 clusters Score -597018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -597018.000000 Penalty: 2883.239258
	Iteration 48F: 3 clusters Score -597018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Mstep: Class 31 contains 4190 members 
Entering Unmasked Estep 
Score: -76304472.000000 Penalty: 69039.414062
Splitting cluster 14 changes total score from -76283064.000000 to -76304472.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (23845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Entering Unmasked Estep 
Score: -1862730.000000 Penalty: 1637.890991
	Iteration 0F: 2 clusters Score -1862730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1846705.250000 Penalty: 3275.781982
	Iteration 0F: 3 clusters Score -1846705 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1852557.750000 Penalty: 3275.781982
	Iteration 1F: 3 clusters Score -1852558 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1853018.875000 Penalty: 3275.781982
	Iteration 2F: 3 clusters Score -1853019 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1853542.250000 Penalty: 3275.781982
	Iteration 3Q: 3 clusters Score -1853542 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1854099.250000 Penalty: 3275.781982
	Iteration 4F: 3 clusters Score -1854099 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1854733.250000 Penalty: 3275.781982
	Iteration 5F: 3 clusters Score -1854733 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1855451.125000 Penalty: 3275.781982
	Iteration 6F: 3 clusters Score -1855451 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1856201.750000 Penalty: 3275.781982
	Iteration 7F: 3 clusters Score -1856202 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1856909.125000 Penalty: 3275.781982
	Iteration 8Q: 3 clusters Score -1856909 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1857616.750000 Penalty: 3275.781982
	Iteration 9Q: 3 clusters Score -1857617 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1858298.500000 Penalty: 3275.781982
	Iteration 10Q: 3 clusters Score -1858298 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1858790.750000 Penalty: 3275.781982
	Iteration 11Q: 3 clusters Score -1858791 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1859100.625000 Penalty: 3275.781982
	Iteration 12Q: 3 clusters Score -1859101 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1859305.500000 Penalty: 3275.781982
	Iteration 13Q: 3 clusters Score -1859306 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1859415.875000 Penalty: 3275.781982
	Iteration 14Q: 3 clusters Score -1859416 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1859496.250000 Penalty: 3275.781982
	Iteration 15Q: 3 clusters Score -1859496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1859574.500000 Penalty: 3275.781982
	Iteration 16Q: 3 clusters Score -1859574 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1859640.500000 Penalty: 3275.781982
	Iteration 17Q: 3 clusters Score -1859640 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1859689.750000 Penalty: 3275.781982
	Iteration 18Q: 3 clusters Score -1859690 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1859742.875000 Penalty: 3275.781982
	Iteration 19Q: 3 clusters Score -1859743 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1859808.000000 Penalty: 3275.781982
	Iteration 20F: 3 clusters Score -1859808 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1859872.500000 Penalty: 3275.781982
	Iteration 21Q: 3 clusters Score -1859872 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1859933.125000 Penalty: 3275.781982
	Iteration 22Q: 3 clusters Score -1859933 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1860013.750000 Penalty: 3275.781982
	Iteration 23Q: 3 clusters Score -1860014 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1860082.625000 Penalty: 3275.781982
	Iteration 24Q: 3 clusters Score -1860083 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1860139.375000 Penalty: 3275.781982
	Iteration 25Q: 3 clusters Score -1860139 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1860198.125000 Penalty: 3275.781982
	Iteration 26Q: 3 clusters Score -1860198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1860266.375000 Penalty: 3275.781982
	Iteration 27Q: 3 clusters Score -1860266 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1860338.625000 Penalty: 3275.781982
	Iteration 28Q: 3 clusters Score -1860339 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1860415.875000 Penalty: 3275.781982
	Iteration 29Q: 3 clusters Score -1860416 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1860502.750000 Penalty: 3275.781982
	Iteration 30Q: 3 clusters Score -1860503 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1860605.500000 Penalty: 3275.781982
	Iteration 31Q: 3 clusters Score -1860606 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1860688.125000 Penalty: 3275.781982
	Iteration 32Q: 3 clusters Score -1860688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1860766.625000 Penalty: 3275.781982
	Iteration 33Q: 3 clusters Score -1860767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1860858.250000 Penalty: 3275.781982
	Iteration 34Q: 3 clusters Score -1860858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1860939.500000 Penalty: 3275.781982
	Iteration 35Q: 3 clusters Score -1860940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1861016.875000 Penalty: 3275.781982
	Iteration 36Q: 3 clusters Score -1861017 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1861104.500000 Penalty: 3275.781982
	Iteration 37Q: 3 clusters Score -1861104 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1861172.875000 Penalty: 3275.781982
	Iteration 38Q: 3 clusters Score -1861173 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1861233.750000 Penalty: 3275.781982
	Iteration 39Q: 3 clusters Score -1861234 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1861285.125000 Penalty: 3275.781982
	Iteration 40F: 3 clusters Score -1861285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1861330.125000 Penalty: 3275.781982
	Iteration 41Q: 3 clusters Score -1861330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1861369.875000 Penalty: 3275.781982
	Iteration 42Q: 3 clusters Score -1861370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1861398.625000 Penalty: 3275.781982
	Iteration 43Q: 3 clusters Score -1861399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1861418.750000 Penalty: 3275.781982
	Iteration 44Q: 3 clusters Score -1861419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1861449.750000 Penalty: 3275.781982
	Iteration 45Q: 3 clusters Score -1861450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1861474.000000 Penalty: 3275.781982
	Iteration 46Q: 3 clusters Score -1861474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1861495.750000 Penalty: 3275.781982
	Iteration 47Q: 3 clusters Score -1861496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1861513.250000 Penalty: 3275.781982
	Iteration 48Q: 3 clusters Score -1861513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1861526.375000 Penalty: 3275.781982
	Iteration 49Q: 3 clusters Score -1861526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1861537.250000 Penalty: 3275.781982
	Iteration 50Q: 3 clusters Score -1861537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1861548.875000 Penalty: 3275.781982
	Iteration 51Q: 3 clusters Score -1861549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1861563.625000 Penalty: 3275.781982
	Iteration 52Q: 3 clusters Score -1861564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1861591.000000 Penalty: 3275.781982
	Iteration 53Q: 3 clusters Score -1861591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1861603.875000 Penalty: 3275.781982
	Iteration 54Q: 3 clusters Score -1861604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1861620.750000 Penalty: 3275.781982
	Iteration 55Q: 3 clusters Score -1861621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1861645.375000 Penalty: 3275.781982
	Iteration 56Q: 3 clusters Score -1861645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1861675.500000 Penalty: 3275.781982
	Iteration 57Q: 3 clusters Score -1861676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1861698.375000 Penalty: 3275.781982
	Iteration 58Q: 3 clusters Score -1861698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1861713.375000 Penalty: 3275.781982
	Iteration 59Q: 3 clusters Score -1861713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1861717.250000 Penalty: 3275.781982
	Iteration 60F: 3 clusters Score -1861717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1861722.750000 Penalty: 3275.781982
	Iteration 61Q: 3 clusters Score -1861723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1861731.125000 Penalty: 3275.781982
	Iteration 62Q: 3 clusters Score -1861731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1861737.125000 Penalty: 3275.781982
	Iteration 63Q: 3 clusters Score -1861737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1861740.250000 Penalty: 3275.781982
	Iteration 64Q: 3 clusters Score -1861740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1861747.875000 Penalty: 3275.781982
	Iteration 65Q: 3 clusters Score -1861748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1861753.125000 Penalty: 3275.781982
	Iteration 66Q: 3 clusters Score -1861753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1861755.375000 Penalty: 3275.781982
	Iteration 67Q: 3 clusters Score -1861755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1861757.125000 Penalty: 3275.781982
	Iteration 68Q: 3 clusters Score -1861757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1861758.625000 Penalty: 3275.781982
	Iteration 69Q: 3 clusters Score -1861759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1861760.625000 Penalty: 3275.781982
	Iteration 70Q: 3 clusters Score -1861761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1861762.000000 Penalty: 3275.781982
	Iteration 71Q: 3 clusters Score -1861762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1861763.750000 Penalty: 3275.781982
	Iteration 72Q: 3 clusters Score -1861764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1861765.000000 Penalty: 3275.781982
	Iteration 73Q: 3 clusters Score -1861765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1861767.375000 Penalty: 3275.781982
	Iteration 74Q: 3 clusters Score -1861767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1861765.250000 Penalty: 3275.781982
	Iteration 75Q: 3 clusters Score -1861765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1861765.125000 Penalty: 3275.781982
	Iteration 76Q: 3 clusters Score -1861765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1861765.125000 Penalty: 3275.781982
	Iteration 77F: 3 clusters Score -1861765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Entering Unmasked Estep 
Score: -1529313.875000 Penalty: 1588.940308
	Iteration 0F: 2 clusters Score -1529314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1517240.750000 Penalty: 3177.880615
	Iteration 0F: 3 clusters Score -1517241 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1521538.250000 Penalty: 3177.880615
	Iteration 1F: 3 clusters Score -1521538 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1521880.000000 Penalty: 3177.880615
	Iteration 2F: 3 clusters Score -1521880 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1522208.125000 Penalty: 3177.880615
	Iteration 3Q: 3 clusters Score -1522208 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1522554.125000 Penalty: 3177.880615
	Iteration 4Q: 3 clusters Score -1522554 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1522958.750000 Penalty: 3177.880615
	Iteration 5Q: 3 clusters Score -1522959 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1523459.375000 Penalty: 3177.880615
	Iteration 6F: 3 clusters Score -1523459 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1524000.500000 Penalty: 3177.880615
	Iteration 7F: 3 clusters Score -1524000 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1524517.500000 Penalty: 3177.880615
	Iteration 8F: 3 clusters Score -1524518 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1524973.750000 Penalty: 3177.880615
	Iteration 9Q: 3 clusters Score -1524974 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1525357.375000 Penalty: 3177.880615
	Iteration 10Q: 3 clusters Score -1525357 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1525648.750000 Penalty: 3177.880615
	Iteration 11Q: 3 clusters Score -1525649 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1525892.375000 Penalty: 3177.880615
	Iteration 12Q: 3 clusters Score -1525892 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1526129.875000 Penalty: 3177.880615
	Iteration 13Q: 3 clusters Score -1526130 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1526361.750000 Penalty: 3177.880615
	Iteration 14Q: 3 clusters Score -1526362 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1526593.500000 Penalty: 3177.880615
	Iteration 15Q: 3 clusters Score -1526594 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1526842.250000 Penalty: 3177.880615
	Iteration 16Q: 3 clusters Score -1526842 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1527034.875000 Penalty: 3177.880615
	Iteration 17Q: 3 clusters Score -1527035 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1527200.125000 Penalty: 3177.880615
	Iteration 18Q: 3 clusters Score -1527200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1527319.625000 Penalty: 3177.880615
	Iteration 19Q: 3 clusters Score -1527320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1527416.625000 Penalty: 3177.880615
	Iteration 20F: 3 clusters Score -1527417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1527503.125000 Penalty: 3177.880615
	Iteration 21Q: 3 clusters Score -1527503 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1527570.500000 Penalty: 3177.880615
	Iteration 22Q: 3 clusters Score -1527570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1527634.500000 Penalty: 3177.880615
	Iteration 23Q: 3 clusters Score -1527634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1527690.125000 Penalty: 3177.880615
	Iteration 24Q: 3 clusters Score -1527690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1527729.250000 Penalty: 3177.880615
	Iteration 25Q: 3 clusters Score -1527729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1527767.000000 Penalty: 3177.880615
	Iteration 26Q: 3 clusters Score -1527767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1527808.500000 Penalty: 3177.880615
	Iteration 27Q: 3 clusters Score -1527808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1527835.500000 Penalty: 3177.880615
	Iteration 28Q: 3 clusters Score -1527836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1527852.000000 Penalty: 3177.880615
	Iteration 29Q: 3 clusters Score -1527852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1527867.125000 Penalty: 3177.880615
	Iteration 30Q: 3 clusters Score -1527867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1527883.125000 Penalty: 3177.880615
	Iteration 31Q: 3 clusters Score -1527883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1527889.125000 Penalty: 3177.880615
	Iteration 32Q: 3 clusters Score -1527889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1527900.875000 Penalty: 3177.880615
	Iteration 33Q: 3 clusters Score -1527901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1527913.000000 Penalty: 3177.880615
	Iteration 34Q: 3 clusters Score -1527913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1527918.875000 Penalty: 3177.880615
	Iteration 35Q: 3 clusters Score -1527919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1527922.250000 Penalty: 3177.880615
	Iteration 36Q: 3 clusters Score -1527922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1527929.625000 Penalty: 3177.880615
	Iteration 37Q: 3 clusters Score -1527930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1527934.000000 Penalty: 3177.880615
	Iteration 38Q: 3 clusters Score -1527934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1527936.875000 Penalty: 3177.880615
	Iteration 39Q: 3 clusters Score -1527937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1527946.375000 Penalty: 3177.880615
	Iteration 40F: 3 clusters Score -1527946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1527953.500000 Penalty: 3177.880615
	Iteration 41Q: 3 clusters Score -1527954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1527952.750000 Penalty: 3177.880615
	Iteration 42Q: 3 clusters Score -1527953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1527955.250000 Penalty: 3177.880615
	Iteration 43Q: 3 clusters Score -1527955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1527954.875000 Penalty: 3177.880615
	Iteration 44Q: 3 clusters Score -1527955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1527954.875000 Penalty: 3177.880615
	Iteration 45F: 3 clusters Score -1527955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Entering Unmasked Estep 
Score: -3403976.500000 Penalty: 1714.615601
	Iteration 0F: 2 clusters Score -3403976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3378345.750000 Penalty: 3429.231201
	Iteration 0F: 3 clusters Score -3378346 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3388136.250000 Penalty: 3429.231201
	Iteration 1F: 3 clusters Score -3388136 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3388590.250000 Penalty: 3429.231201
	Iteration 2Q: 3 clusters Score -3388590 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3389111.250000 Penalty: 3429.231201
	Iteration 3Q: 3 clusters Score -3389111 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3389625.000000 Penalty: 3429.231201
	Iteration 4Q: 3 clusters Score -3389625 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3390247.000000 Penalty: 3429.231201
	Iteration 5Q: 3 clusters Score -3390247 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3391013.750000 Penalty: 3429.231201
	Iteration 6Q: 3 clusters Score -3391014 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3391816.500000 Penalty: 3429.231201
	Iteration 7Q: 3 clusters Score -3391816 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3392847.750000 Penalty: 3429.231201
	Iteration 8F: 3 clusters Score -3392848 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3393992.500000 Penalty: 3429.231201
	Iteration 9F: 3 clusters Score -3393992 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3395229.750000 Penalty: 3429.231201
	Iteration 10F: 3 clusters Score -3395230 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3396571.750000 Penalty: 3429.231201
	Iteration 11F: 3 clusters Score -3396572 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3397777.500000 Penalty: 3429.231201
	Iteration 12Q: 3 clusters Score -3397778 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3398883.750000 Penalty: 3429.231201
	Iteration 13Q: 3 clusters Score -3398884 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -3399773.750000 Penalty: 3429.231201
	Iteration 14Q: 3 clusters Score -3399774 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3400434.000000 Penalty: 3429.231201
	Iteration 15Q: 3 clusters Score -3400434 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3400893.250000 Penalty: 3429.231201
	Iteration 16Q: 3 clusters Score -3400893 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -3401234.750000 Penalty: 3429.231201
	Iteration 17Q: 3 clusters Score -3401235 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -3401492.000000 Penalty: 3429.231201
	Iteration 18Q: 3 clusters Score -3401492 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -3401652.500000 Penalty: 3429.231201
	Iteration 19Q: 3 clusters Score -3401652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -3401792.750000 Penalty: 3429.231201
	Iteration 20F: 3 clusters Score -3401793 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3401885.000000 Penalty: 3429.231201
	Iteration 21Q: 3 clusters Score -3401885 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3401971.000000 Penalty: 3429.231201
	Iteration 22Q: 3 clusters Score -3401971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -3402035.750000 Penalty: 3429.231201
	Iteration 23Q: 3 clusters Score -3402036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -3402093.000000 Penalty: 3429.231201
	Iteration 24Q: 3 clusters Score -3402093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3402143.750000 Penalty: 3429.231201
	Iteration 25Q: 3 clusters Score -3402144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -3402197.750000 Penalty: 3429.231201
	Iteration 26Q: 3 clusters Score -3402198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3402229.500000 Penalty: 3429.231201
	Iteration 27Q: 3 clusters Score -3402230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3402245.750000 Penalty: 3429.231201
	Iteration 28Q: 3 clusters Score -3402246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -3402282.750000 Penalty: 3429.231201
	Iteration 29Q: 3 clusters Score -3402283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3402319.000000 Penalty: 3429.231201
	Iteration 30Q: 3 clusters Score -3402319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3402341.000000 Penalty: 3429.231201
	Iteration 31Q: 3 clusters Score -3402341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3402360.000000 Penalty: 3429.231201
	Iteration 32Q: 3 clusters Score -3402360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3402380.000000 Penalty: 3429.231201
	Iteration 33Q: 3 clusters Score -3402380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -3402389.750000 Penalty: 3429.231201
	Iteration 34Q: 3 clusters Score -3402390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -3402407.250000 Penalty: 3429.231201
	Iteration 35Q: 3 clusters Score -3402407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3402417.000000 Penalty: 3429.231201
	Iteration 36Q: 3 clusters Score -3402417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3402430.750000 Penalty: 3429.231201
	Iteration 37Q: 3 clusters Score -3402431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3402441.250000 Penalty: 3429.231201
	Iteration 38Q: 3 clusters Score -3402441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -3402449.000000 Penalty: 3429.231201
	Iteration 39Q: 3 clusters Score -3402449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -3402458.750000 Penalty: 3429.231201
	Iteration 40F: 3 clusters Score -3402459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3402468.000000 Penalty: 3429.231201
	Iteration 41Q: 3 clusters Score -3402468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3402469.750000 Penalty: 3429.231201
	Iteration 42Q: 3 clusters Score -3402470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -3402469.750000 Penalty: 3429.231201
	Iteration 43Q: 3 clusters Score -3402470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3402479.000000 Penalty: 3429.231201
	Iteration 44Q: 3 clusters Score -3402479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -3402481.500000 Penalty: 3429.231201
	Iteration 45Q: 3 clusters Score -3402482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3402483.250000 Penalty: 3429.231201
	Iteration 46Q: 3 clusters Score -3402483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3402483.250000 Penalty: 3429.231201
	Iteration 47F: 3 clusters Score -3402483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -216274.906250 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -216274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -213802.546875 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -213802.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214617.437500 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -214617.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -214877.484375 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -214877.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215036.328125 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -215036.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215205.734375 Penalty: 2560.030762
	Iteration 4F: 3 clusters Score -215205.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -215511.687500 Penalty: 2560.030762
	Iteration 5F: 3 clusters Score -215511.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -215986.921875 Penalty: 2560.030762
	Iteration 6F: 3 clusters Score -215986.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -216479.859375 Penalty: 2560.030762
	Iteration 7F: 3 clusters Score -216479.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -216724.593750 Penalty: 2560.030762
	Iteration 8F: 3 clusters Score -216724.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -216835.406250 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -216835.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -216897.687500 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -216897.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -216918.640625 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -216918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -216925.578125 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -216925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -216929.390625 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -216929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -216931.828125 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -216931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -216932.859375 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -216932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -216935.046875 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -216935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -216935.953125 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -216936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -216937.312500 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -216937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -216937.312500 Penalty: 2560.030762
	Iteration 19F: 3 clusters Score -216937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Mstep: Class 31 contains 4190 members 
Mstep: Class 32 contains 2025 members 
Entering Unmasked Estep 
Score: -76304224.000000 Penalty: 71266.492188
Splitting cluster 18 changes total score from -76283064.000000 to -76304224.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -138267.000000 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -138267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -136202.750000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -136202.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -137031.593750 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -137031.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -137356.500000 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -137356.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -137648.390625 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -137648.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -137897.578125 Penalty: 2490.607422
	Iteration 4F: 3 clusters Score -137897.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -138069.968750 Penalty: 2490.607422
	Iteration 5F: 3 clusters Score -138070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -138199.687500 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -138199.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -138306.671875 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -138306.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -138361.531250 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -138361.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -138400.031250 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -138400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -138419.578125 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -138419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -138432.843750 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -138432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -138442.875000 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -138442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -138452.312500 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -138452.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -138461.500000 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -138461.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -138470.234375 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -138470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -138474.140625 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -138474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -138476.875000 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -138476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -138477.296875 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -138477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -138477.609375 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -138477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -138477.609375 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -138477.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Mstep: Class 31 contains 4190 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 1445 members 
Entering Unmasked Estep 
Score: -76303408.000000 Penalty: 73493.570312
Splitting cluster 19 changes total score from -76283064.000000 to -76303408.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1411052.375000 Penalty: 1580.422241
	Iteration 0F: 2 clusters Score -1411052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1399535.125000 Penalty: 3160.844482
	Iteration 0F: 3 clusters Score -1399535 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1403700.875000 Penalty: 3160.844482
	Iteration 1F: 3 clusters Score -1403701 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1404269.875000 Penalty: 3160.844482
	Iteration 2F: 3 clusters Score -1404270 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1404844.875000 Penalty: 3160.844482
	Iteration 3F: 3 clusters Score -1404845 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1405407.125000 Penalty: 3160.844482
	Iteration 4F: 3 clusters Score -1405407 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1405942.500000 Penalty: 3160.844482
	Iteration 5F: 3 clusters Score -1405942 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1406425.250000 Penalty: 3160.844482
	Iteration 6F: 3 clusters Score -1406425 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1406806.625000 Penalty: 3160.844482
	Iteration 7Q: 3 clusters Score -1406807 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1407146.750000 Penalty: 3160.844482
	Iteration 8Q: 3 clusters Score -1407147 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1407401.750000 Penalty: 3160.844482
	Iteration 9Q: 3 clusters Score -1407402 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1407594.750000 Penalty: 3160.844482
	Iteration 10Q: 3 clusters Score -1407595 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1407745.250000 Penalty: 3160.844482
	Iteration 11Q: 3 clusters Score -1407745 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1407921.875000 Penalty: 3160.844482
	Iteration 12Q: 3 clusters Score -1407922 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1408080.375000 Penalty: 3160.844482
	Iteration 13Q: 3 clusters Score -1408080 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1408211.000000 Penalty: 3160.844482
	Iteration 14Q: 3 clusters Score -1408211 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1408325.250000 Penalty: 3160.844482
	Iteration 15Q: 3 clusters Score -1408325 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1408429.625000 Penalty: 3160.844482
	Iteration 16Q: 3 clusters Score -1408430 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1408541.875000 Penalty: 3160.844482
	Iteration 17Q: 3 clusters Score -1408542 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1408645.250000 Penalty: 3160.844482
	Iteration 18Q: 3 clusters Score -1408645 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1408760.875000 Penalty: 3160.844482
	Iteration 19Q: 3 clusters Score -1408761 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1408870.500000 Penalty: 3160.844482
	Iteration 20F: 3 clusters Score -1408870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1408983.125000 Penalty: 3160.844482
	Iteration 21Q: 3 clusters Score -1408983 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1409107.250000 Penalty: 3160.844482
	Iteration 22Q: 3 clusters Score -1409107 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1409213.625000 Penalty: 3160.844482
	Iteration 23Q: 3 clusters Score -1409214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1409301.250000 Penalty: 3160.844482
	Iteration 24Q: 3 clusters Score -1409301 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1409391.000000 Penalty: 3160.844482
	Iteration 25Q: 3 clusters Score -1409391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1409451.625000 Penalty: 3160.844482
	Iteration 26Q: 3 clusters Score -1409452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1409490.375000 Penalty: 3160.844482
	Iteration 27Q: 3 clusters Score -1409490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1409525.375000 Penalty: 3160.844482
	Iteration 28Q: 3 clusters Score -1409525 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1409564.875000 Penalty: 3160.844482
	Iteration 29Q: 3 clusters Score -1409565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1409592.875000 Penalty: 3160.844482
	Iteration 30Q: 3 clusters Score -1409593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1409616.375000 Penalty: 3160.844482
	Iteration 31Q: 3 clusters Score -1409616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1409635.000000 Penalty: 3160.844482
	Iteration 32Q: 3 clusters Score -1409635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1409651.375000 Penalty: 3160.844482
	Iteration 33Q: 3 clusters Score -1409651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1409667.875000 Penalty: 3160.844482
	Iteration 34Q: 3 clusters Score -1409668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1409695.125000 Penalty: 3160.844482
	Iteration 35Q: 3 clusters Score -1409695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1409721.500000 Penalty: 3160.844482
	Iteration 36Q: 3 clusters Score -1409722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1409751.750000 Penalty: 3160.844482
	Iteration 37Q: 3 clusters Score -1409752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1409770.000000 Penalty: 3160.844482
	Iteration 38Q: 3 clusters Score -1409770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1409784.500000 Penalty: 3160.844482
	Iteration 39Q: 3 clusters Score -1409784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1409795.875000 Penalty: 3160.844482
	Iteration 40F: 3 clusters Score -1409796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1409809.250000 Penalty: 3160.844482
	Iteration 41Q: 3 clusters Score -1409809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1409823.625000 Penalty: 3160.844482
	Iteration 42Q: 3 clusters Score -1409824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1409836.500000 Penalty: 3160.844482
	Iteration 43Q: 3 clusters Score -1409836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1409852.500000 Penalty: 3160.844482
	Iteration 44Q: 3 clusters Score -1409852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1409868.750000 Penalty: 3160.844482
	Iteration 45Q: 3 clusters Score -1409869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1409881.500000 Penalty: 3160.844482
	Iteration 46Q: 3 clusters Score -1409882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1409890.625000 Penalty: 3160.844482
	Iteration 47Q: 3 clusters Score -1409891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1409908.875000 Penalty: 3160.844482
	Iteration 48Q: 3 clusters Score -1409909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1409920.125000 Penalty: 3160.844482
	Iteration 49Q: 3 clusters Score -1409920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1409933.250000 Penalty: 3160.844482
	Iteration 50Q: 3 clusters Score -1409933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1409942.250000 Penalty: 3160.844482
	Iteration 51Q: 3 clusters Score -1409942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1409948.875000 Penalty: 3160.844482
	Iteration 52Q: 3 clusters Score -1409949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1409951.250000 Penalty: 3160.844482
	Iteration 53Q: 3 clusters Score -1409951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1409956.875000 Penalty: 3160.844482
	Iteration 54Q: 3 clusters Score -1409957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1409959.375000 Penalty: 3160.844482
	Iteration 55Q: 3 clusters Score -1409959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1409963.125000 Penalty: 3160.844482
	Iteration 56Q: 3 clusters Score -1409963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1409968.125000 Penalty: 3160.844482
	Iteration 57Q: 3 clusters Score -1409968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1409973.500000 Penalty: 3160.844482
	Iteration 58Q: 3 clusters Score -1409974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1409975.750000 Penalty: 3160.844482
	Iteration 59Q: 3 clusters Score -1409976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1409984.250000 Penalty: 3160.844482
	Iteration 60F: 3 clusters Score -1409984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1409988.375000 Penalty: 3160.844482
	Iteration 61Q: 3 clusters Score -1409988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1409994.500000 Penalty: 3160.844482
	Iteration 62Q: 3 clusters Score -1409994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1410000.375000 Penalty: 3160.844482
	Iteration 63Q: 3 clusters Score -1410000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1410002.625000 Penalty: 3160.844482
	Iteration 64Q: 3 clusters Score -1410003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1410006.875000 Penalty: 3160.844482
	Iteration 65Q: 3 clusters Score -1410007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1410014.500000 Penalty: 3160.844482
	Iteration 66Q: 3 clusters Score -1410014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1410015.750000 Penalty: 3160.844482
	Iteration 67Q: 3 clusters Score -1410016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1410018.750000 Penalty: 3160.844482
	Iteration 68Q: 3 clusters Score -1410019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1410027.750000 Penalty: 3160.844482
	Iteration 69Q: 3 clusters Score -1410028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1410033.125000 Penalty: 3160.844482
	Iteration 70Q: 3 clusters Score -1410033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1410032.000000 Penalty: 3160.844482
	Iteration 71Q: 3 clusters Score -1410032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1410034.500000 Penalty: 3160.844482
	Iteration 72Q: 3 clusters Score -1410034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1410037.750000 Penalty: 3160.844482
	Iteration 73Q: 3 clusters Score -1410038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1410038.000000 Penalty: 3160.844482
	Iteration 74Q: 3 clusters Score -1410038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1410039.125000 Penalty: 3160.844482
	Iteration 75Q: 3 clusters Score -1410039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1410038.000000 Penalty: 3160.844482
	Iteration 76Q: 3 clusters Score -1410038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1410038.125000 Penalty: 3160.844482
	Iteration 77Q: 3 clusters Score -1410038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1410039.750000 Penalty: 3160.844482
	Iteration 78Q: 3 clusters Score -1410040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1410041.000000 Penalty: 3160.844482
	Iteration 79Q: 3 clusters Score -1410041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1410041.000000 Penalty: 3160.844482
	Iteration 80F: 3 clusters Score -1410041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -497955.593750 Penalty: 1421.160400
	Iteration 0F: 2 clusters Score -497955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -493155.750000 Penalty: 2842.320801
	Iteration 0F: 3 clusters Score -493155.8 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -494898.218750 Penalty: 2842.320801
	Iteration 1F: 3 clusters Score -494898.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -495556.031250 Penalty: 2842.320801
	Iteration 2F: 3 clusters Score -495556 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -496304.250000 Penalty: 2842.320801
	Iteration 3F: 3 clusters Score -496304.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -496900.968750 Penalty: 2842.320801
	Iteration 4F: 3 clusters Score -496901 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -497258.312500 Penalty: 2842.320801
	Iteration 5F: 3 clusters Score -497258.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -497442.750000 Penalty: 2842.320801
	Iteration 6Q: 3 clusters Score -497442.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -497556.562500 Penalty: 2842.320801
	Iteration 7Q: 3 clusters Score -497556.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -497634.656250 Penalty: 2842.320801
	Iteration 8Q: 3 clusters Score -497634.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -497699.812500 Penalty: 2842.320801
	Iteration 9Q: 3 clusters Score -497699.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -497755.812500 Penalty: 2842.320801
	Iteration 10Q: 3 clusters Score -497755.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -497794.218750 Penalty: 2842.320801
	Iteration 11Q: 3 clusters Score -497794.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -497829.031250 Penalty: 2842.320801
	Iteration 12Q: 3 clusters Score -497829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -497878.781250 Penalty: 2842.320801
	Iteration 13Q: 3 clusters Score -497878.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -497922.687500 Penalty: 2842.320801
	Iteration 14Q: 3 clusters Score -497922.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -497958.656250 Penalty: 2842.320801
	Iteration 15Q: 3 clusters Score -497958.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -498002.343750 Penalty: 2842.320801
	Iteration 16Q: 3 clusters Score -498002.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -498033.531250 Penalty: 2842.320801
	Iteration 17Q: 3 clusters Score -498033.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -498056.625000 Penalty: 2842.320801
	Iteration 18Q: 3 clusters Score -498056.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498075.687500 Penalty: 2842.320801
	Iteration 19Q: 3 clusters Score -498075.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -498094.906250 Penalty: 2842.320801
	Iteration 20F: 3 clusters Score -498094.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -498107.875000 Penalty: 2842.320801
	Iteration 21Q: 3 clusters Score -498107.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -498118.312500 Penalty: 2842.320801
	Iteration 22Q: 3 clusters Score -498118.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -498128.093750 Penalty: 2842.320801
	Iteration 23Q: 3 clusters Score -498128.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -498140.250000 Penalty: 2842.320801
	Iteration 24Q: 3 clusters Score -498140.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -498155.000000 Penalty: 2842.320801
	Iteration 25Q: 3 clusters Score -498155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -498188.156250 Penalty: 2842.320801
	Iteration 26Q: 3 clusters Score -498188.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -498271.906250 Penalty: 2842.320801
	Iteration 27Q: 3 clusters Score -498271.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -498393.031250 Penalty: 2842.320801
	Iteration 28Q: 3 clusters Score -498393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -498446.031250 Penalty: 2842.320801
	Iteration 29Q: 3 clusters Score -498446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -498470.312500 Penalty: 2842.320801
	Iteration 30Q: 3 clusters Score -498470.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -498500.093750 Penalty: 2842.320801
	Iteration 31Q: 3 clusters Score -498500.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -498530.406250 Penalty: 2842.320801
	Iteration 32Q: 3 clusters Score -498530.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -498563.531250 Penalty: 2842.320801
	Iteration 33Q: 3 clusters Score -498563.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -498607.968750 Penalty: 2842.320801
	Iteration 34Q: 3 clusters Score -498608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -498667.718750 Penalty: 2842.320801
	Iteration 35Q: 3 clusters Score -498667.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -498725.656250 Penalty: 2842.320801
	Iteration 36Q: 3 clusters Score -498725.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -498765.781250 Penalty: 2842.320801
	Iteration 37Q: 3 clusters Score -498765.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -498798.437500 Penalty: 2842.320801
	Iteration 38Q: 3 clusters Score -498798.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -498805.187500 Penalty: 2842.320801
	Iteration 39Q: 3 clusters Score -498805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -498807.875000 Penalty: 2842.320801
	Iteration 40F: 3 clusters Score -498807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -498808.906250 Penalty: 2842.320801
	Iteration 41Q: 3 clusters Score -498808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -498808.906250 Penalty: 2842.320801
	Iteration 42Q: 3 clusters Score -498808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -498809.062500 Penalty: 2842.320801
	Iteration 43Q: 3 clusters Score -498809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -498809.750000 Penalty: 2842.320801
	Iteration 44Q: 3 clusters Score -498809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -498809.750000 Penalty: 2842.320801
	Iteration 45F: 3 clusters Score -498809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Mstep: Class 31 contains 4190 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 4583 members 
Entering Unmasked Estep 
Score: -76303488.000000 Penalty: 75720.648438
Splitting cluster 21 changes total score from -76283064.000000 to -76303488.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (45084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Entering Unmasked Estep 
Score: -3949427.250000 Penalty: 1741.395996
	Iteration 0F: 2 clusters Score -3949427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3919459.000000 Penalty: 3482.791992
	Iteration 0F: 3 clusters Score -3919459 nChanged 20982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3931162.000000 Penalty: 3482.791992
	Iteration 1F: 3 clusters Score -3931162 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3931788.500000 Penalty: 3482.791992
	Iteration 2Q: 3 clusters Score -3931788 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3932477.250000 Penalty: 3482.791992
	Iteration 3Q: 3 clusters Score -3932477 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3933273.750000 Penalty: 3482.791992
	Iteration 4Q: 3 clusters Score -3933274 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3934180.500000 Penalty: 3482.791992
	Iteration 5Q: 3 clusters Score -3934180 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3935326.500000 Penalty: 3482.791992
	Iteration 6F: 3 clusters Score -3935326 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3936598.750000 Penalty: 3482.791992
	Iteration 7F: 3 clusters Score -3936599 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3938251.000000 Penalty: 3482.791992
	Iteration 8F: 3 clusters Score -3938251 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3939967.500000 Penalty: 3482.791992
	Iteration 9F: 3 clusters Score -3939968 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3941534.000000 Penalty: 3482.791992
	Iteration 10Q: 3 clusters Score -3941534 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -3942743.000000 Penalty: 3482.791992
	Iteration 11Q: 3 clusters Score -3942743 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -3943614.750000 Penalty: 3482.791992
	Iteration 12Q: 3 clusters Score -3943615 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -3944333.250000 Penalty: 3482.791992
	Iteration 13Q: 3 clusters Score -3944333 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3945006.000000 Penalty: 3482.791992
	Iteration 14Q: 3 clusters Score -3945006 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -3945631.750000 Penalty: 3482.791992
	Iteration 15Q: 3 clusters Score -3945632 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -3946240.000000 Penalty: 3482.791992
	Iteration 16Q: 3 clusters Score -3946240 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -3946750.500000 Penalty: 3482.791992
	Iteration 17Q: 3 clusters Score -3946750 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -3947166.750000 Penalty: 3482.791992
	Iteration 18Q: 3 clusters Score -3947167 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -3947487.000000 Penalty: 3482.791992
	Iteration 19Q: 3 clusters Score -3947487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -3947673.500000 Penalty: 3482.791992
	Iteration 20F: 3 clusters Score -3947674 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -3947799.500000 Penalty: 3482.791992
	Iteration 21Q: 3 clusters Score -3947800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -3947871.000000 Penalty: 3482.791992
	Iteration 22Q: 3 clusters Score -3947871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -3947931.000000 Penalty: 3482.791992
	Iteration 23Q: 3 clusters Score -3947931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -3947980.750000 Penalty: 3482.791992
	Iteration 24Q: 3 clusters Score -3947981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -3948020.250000 Penalty: 3482.791992
	Iteration 25Q: 3 clusters Score -3948020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -3948066.750000 Penalty: 3482.791992
	Iteration 26Q: 3 clusters Score -3948067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -3948084.750000 Penalty: 3482.791992
	Iteration 27Q: 3 clusters Score -3948085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -3948105.250000 Penalty: 3482.791992
	Iteration 28Q: 3 clusters Score -3948105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -3948118.750000 Penalty: 3482.791992
	Iteration 29Q: 3 clusters Score -3948119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -3948119.500000 Penalty: 3482.791992
	Iteration 30Q: 3 clusters Score -3948120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -3948131.000000 Penalty: 3482.791992
	Iteration 31Q: 3 clusters Score -3948131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -3948140.750000 Penalty: 3482.791992
	Iteration 32Q: 3 clusters Score -3948141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -3948146.000000 Penalty: 3482.791992
	Iteration 33Q: 3 clusters Score -3948146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -3948145.000000 Penalty: 3482.791992
	Iteration 34Q: 3 clusters Score -3948145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -3948144.500000 Penalty: 3482.791992
	Iteration 35Q: 3 clusters Score -3948144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -3948150.250000 Penalty: 3482.791992
	Iteration 36Q: 3 clusters Score -3948150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -3948154.500000 Penalty: 3482.791992
	Iteration 37Q: 3 clusters Score -3948154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -3948152.500000 Penalty: 3482.791992
	Iteration 38Q: 3 clusters Score -3948152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -3948155.500000 Penalty: 3482.791992
	Iteration 39Q: 3 clusters Score -3948156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -3948159.000000 Penalty: 3482.791992
	Iteration 40F: 3 clusters Score -3948159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -3948159.500000 Penalty: 3482.791992
	Iteration 41Q: 3 clusters Score -3948160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -3948160.750000 Penalty: 3482.791992
	Iteration 42Q: 3 clusters Score -3948161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -3948163.750000 Penalty: 3482.791992
	Iteration 43Q: 3 clusters Score -3948164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -3948165.500000 Penalty: 3482.791992
	Iteration 44Q: 3 clusters Score -3948166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -3948171.250000 Penalty: 3482.791992
	Iteration 45Q: 3 clusters Score -3948171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -3948167.500000 Penalty: 3482.791992
	Iteration 46Q: 3 clusters Score -3948168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -3948169.250000 Penalty: 3482.791992
	Iteration 47Q: 3 clusters Score -3948169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -3948172.500000 Penalty: 3482.791992
	Iteration 48Q: 3 clusters Score -3948172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -3948172.500000 Penalty: 3482.791992
	Iteration 49Q: 3 clusters Score -3948172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -3948173.750000 Penalty: 3482.791992
	Iteration 50Q: 3 clusters Score -3948174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -3948175.250000 Penalty: 3482.791992
	Iteration 51Q: 3 clusters Score -3948175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -3948173.750000 Penalty: 3482.791992
	Iteration 52Q: 3 clusters Score -3948174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -3948172.000000 Penalty: 3482.791992
	Iteration 53Q: 3 clusters Score -3948172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -3948172.000000 Penalty: 3482.791992
	Iteration 54F: 3 clusters Score -3948172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -90320.960938 Penalty: 1137.257812
	Iteration 0F: 2 clusters Score -90320.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88866.148438 Penalty: 2274.515625
	Iteration 0F: 3 clusters Score -88866.15 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89106.226562 Penalty: 2274.515625
	Iteration 1F: 3 clusters Score -89106.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89166.906250 Penalty: 2274.515625
	Iteration 2F: 3 clusters Score -89166.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -89208.679688 Penalty: 2274.515625
	Iteration 3Q: 3 clusters Score -89208.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89255.695312 Penalty: 2274.515625
	Iteration 4Q: 3 clusters Score -89255.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -89292.835938 Penalty: 2274.515625
	Iteration 5Q: 3 clusters Score -89292.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -89321.031250 Penalty: 2274.515625
	Iteration 6Q: 3 clusters Score -89321.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89339.898438 Penalty: 2274.515625
	Iteration 7Q: 3 clusters Score -89339.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89353.460938 Penalty: 2274.515625
	Iteration 8Q: 3 clusters Score -89353.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89356.273438 Penalty: 2274.515625
	Iteration 9Q: 3 clusters Score -89356.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89361.140625 Penalty: 2274.515625
	Iteration 10Q: 3 clusters Score -89361.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89364.562500 Penalty: 2274.515625
	Iteration 11Q: 3 clusters Score -89364.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89365.015625 Penalty: 2274.515625
	Iteration 12Q: 3 clusters Score -89365.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89366.570312 Penalty: 2274.515625
	Iteration 13Q: 3 clusters Score -89366.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -89372.195312 Penalty: 2274.515625
	Iteration 14Q: 3 clusters Score -89372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -89376.187500 Penalty: 2274.515625
	Iteration 15Q: 3 clusters Score -89376.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -89379.039062 Penalty: 2274.515625
	Iteration 16Q: 3 clusters Score -89379.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89381.507812 Penalty: 2274.515625
	Iteration 17Q: 3 clusters Score -89381.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89381.859375 Penalty: 2274.515625
	Iteration 18Q: 3 clusters Score -89381.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89382.179688 Penalty: 2274.515625
	Iteration 19Q: 3 clusters Score -89382.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89382.179688 Penalty: 2274.515625
	Iteration 20F: 3 clusters Score -89382.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Entering Unmasked Estep 
Score: -2704738.250000 Penalty: 1679.855469
	Iteration 0F: 2 clusters Score -2704738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2683887.000000 Penalty: 3359.710938
	Iteration 0F: 3 clusters Score -2683887 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2691744.250000 Penalty: 3359.710938
	Iteration 1F: 3 clusters Score -2691744 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2692200.000000 Penalty: 3359.710938
	Iteration 2Q: 3 clusters Score -2692200 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2692856.250000 Penalty: 3359.710938
	Iteration 3Q: 3 clusters Score -2692856 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2693860.250000 Penalty: 3359.710938
	Iteration 4F: 3 clusters Score -2693860 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2695338.000000 Penalty: 3359.710938
	Iteration 5F: 3 clusters Score -2695338 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2696983.000000 Penalty: 3359.710938
	Iteration 6F: 3 clusters Score -2696983 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2698719.500000 Penalty: 3359.710938
	Iteration 7F: 3 clusters Score -2698720 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -2700262.500000 Penalty: 3359.710938
	Iteration 8F: 3 clusters Score -2700262 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -2701499.750000 Penalty: 3359.710938
	Iteration 9Q: 3 clusters Score -2701500 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -2702387.500000 Penalty: 3359.710938
	Iteration 10Q: 3 clusters Score -2702388 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2702837.500000 Penalty: 3359.710938
	Iteration 11Q: 3 clusters Score -2702838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -2703032.250000 Penalty: 3359.710938
	Iteration 12Q: 3 clusters Score -2703032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -2703124.500000 Penalty: 3359.710938
	Iteration 13Q: 3 clusters Score -2703124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2703160.500000 Penalty: 3359.710938
	Iteration 14Q: 3 clusters Score -2703160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -2703179.750000 Penalty: 3359.710938
	Iteration 15Q: 3 clusters Score -2703180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2703203.750000 Penalty: 3359.710938
	Iteration 16Q: 3 clusters Score -2703204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2703208.500000 Penalty: 3359.710938
	Iteration 17Q: 3 clusters Score -2703208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -2703220.250000 Penalty: 3359.710938
	Iteration 18Q: 3 clusters Score -2703220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -2703221.000000 Penalty: 3359.710938
	Iteration 19Q: 3 clusters Score -2703221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -2703223.000000 Penalty: 3359.710938
	Iteration 20F: 3 clusters Score -2703223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -336982.718750 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -336982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -333633.968750 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -333634 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -334520.968750 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -334521 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -334713.031250 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -334713 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -334890.750000 Penalty: 2696.296631
	Iteration 3F: 3 clusters Score -334890.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -335021.093750 Penalty: 2696.296631
	Iteration 4Q: 3 clusters Score -335021.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -335133.218750 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -335133.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -335222.062500 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -335222.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -335283.562500 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -335283.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -335345.750000 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -335345.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -335407.562500 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -335407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -335434.187500 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -335434.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -335455.656250 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -335455.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -335472.093750 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -335472.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -335486.593750 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -335486.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -335503.125000 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -335503.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -335516.187500 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -335516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -335527.281250 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -335527.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -335540.187500 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -335540.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -335553.031250 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -335553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -335563.000000 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -335563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -335572.187500 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -335572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -335581.937500 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -335581.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -335588.843750 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -335588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -335594.406250 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -335594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -335599.406250 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -335599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -335601.875000 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -335601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -335604.156250 Penalty: 2696.296631
	Iteration 26Q: 3 clusters Score -335604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -335606.000000 Penalty: 2696.296631
	Iteration 27Q: 3 clusters Score -335606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -335609.000000 Penalty: 2696.296631
	Iteration 28Q: 3 clusters Score -335609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -335610.437500 Penalty: 2696.296631
	Iteration 29Q: 3 clusters Score -335610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -335611.656250 Penalty: 2696.296631
	Iteration 30Q: 3 clusters Score -335611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -335612.968750 Penalty: 2696.296631
	Iteration 31Q: 3 clusters Score -335613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -335615.125000 Penalty: 2696.296631
	Iteration 32Q: 3 clusters Score -335615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -335617.281250 Penalty: 2696.296631
	Iteration 33Q: 3 clusters Score -335617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -335619.656250 Penalty: 2696.296631
	Iteration 34Q: 3 clusters Score -335619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -335623.062500 Penalty: 2696.296631
	Iteration 35Q: 3 clusters Score -335623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -335627.093750 Penalty: 2696.296631
	Iteration 36Q: 3 clusters Score -335627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -335629.156250 Penalty: 2696.296631
	Iteration 37Q: 3 clusters Score -335629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -335631.687500 Penalty: 2696.296631
	Iteration 38Q: 3 clusters Score -335631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -335634.093750 Penalty: 2696.296631
	Iteration 39Q: 3 clusters Score -335634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -335636.031250 Penalty: 2696.296631
	Iteration 40F: 3 clusters Score -335636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -335638.968750 Penalty: 2696.296631
	Iteration 41Q: 3 clusters Score -335639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -335640.750000 Penalty: 2696.296631
	Iteration 42Q: 3 clusters Score -335640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -335642.687500 Penalty: 2696.296631
	Iteration 43Q: 3 clusters Score -335642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335644.125000 Penalty: 2696.296631
	Iteration 44Q: 3 clusters Score -335644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -335645.531250 Penalty: 2696.296631
	Iteration 45Q: 3 clusters Score -335645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335647.718750 Penalty: 2696.296631
	Iteration 46Q: 3 clusters Score -335647.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -335650.593750 Penalty: 2696.296631
	Iteration 47Q: 3 clusters Score -335650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -335653.031250 Penalty: 2696.296631
	Iteration 48Q: 3 clusters Score -335653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -335657.281250 Penalty: 2696.296631
	Iteration 49Q: 3 clusters Score -335657.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -335661.781250 Penalty: 2696.296631
	Iteration 50Q: 3 clusters Score -335661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -335665.125000 Penalty: 2696.296631
	Iteration 51Q: 3 clusters Score -335665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335668.062500 Penalty: 2696.296631
	Iteration 52Q: 3 clusters Score -335668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -335670.718750 Penalty: 2696.296631
	Iteration 53Q: 3 clusters Score -335670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -335671.906250 Penalty: 2696.296631
	Iteration 54Q: 3 clusters Score -335671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -335672.781250 Penalty: 2696.296631
	Iteration 55Q: 3 clusters Score -335672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -335672.406250 Penalty: 2696.296631
	Iteration 56Q: 3 clusters Score -335672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -335673.593750 Penalty: 2696.296631
	Iteration 57Q: 3 clusters Score -335673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -335673.375000 Penalty: 2696.296631
	Iteration 58Q: 3 clusters Score -335673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -335673.375000 Penalty: 2696.296631
	Iteration 59F: 3 clusters Score -335673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (74121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Entering Unmasked Estep 
Score: -6634276.000000 Penalty: 1822.186279
	Iteration 0F: 2 clusters Score -6634276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -6584843.000000 Penalty: 3644.372559
	Iteration 0F: 3 clusters Score -6584843 nChanged 35220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -6605430.500000 Penalty: 3644.372559
	Iteration 1F: 3 clusters Score -6605430 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -6606109.000000 Penalty: 3644.372559
	Iteration 2Q: 3 clusters Score -6606109 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -6606978.500000 Penalty: 3644.372559
	Iteration 3Q: 3 clusters Score -6606978 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -6608120.000000 Penalty: 3644.372559
	Iteration 4Q: 3 clusters Score -6608120 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -6609526.000000 Penalty: 3644.372559
	Iteration 5Q: 3 clusters Score -6609526 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -6611145.500000 Penalty: 3644.372559
	Iteration 6Q: 3 clusters Score -6611146 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -6612654.000000 Penalty: 3644.372559
	Iteration 7Q: 3 clusters Score -6612654 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -6614028.000000 Penalty: 3644.372559
	Iteration 8Q: 3 clusters Score -6614028 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -6615150.000000 Penalty: 3644.372559
	Iteration 9Q: 3 clusters Score -6615150 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -6616017.500000 Penalty: 3644.372559
	Iteration 10Q: 3 clusters Score -6616018 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6616667.000000 Penalty: 3644.372559
	Iteration 11Q: 3 clusters Score -6616667 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6617124.500000 Penalty: 3644.372559
	Iteration 12Q: 3 clusters Score -6617124 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -6617533.000000 Penalty: 3644.372559
	Iteration 13Q: 3 clusters Score -6617533 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -6617957.500000 Penalty: 3644.372559
	Iteration 14Q: 3 clusters Score -6617958 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -6618326.500000 Penalty: 3644.372559
	Iteration 15Q: 3 clusters Score -6618326 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6618744.500000 Penalty: 3644.372559
	Iteration 16Q: 3 clusters Score -6618744 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -6619176.000000 Penalty: 3644.372559
	Iteration 17Q: 3 clusters Score -6619176 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6619749.500000 Penalty: 3644.372559
	Iteration 18Q: 3 clusters Score -6619750 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6620433.000000 Penalty: 3644.372559
	Iteration 19Q: 3 clusters Score -6620433 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -6621219.500000 Penalty: 3644.372559
	Iteration 20F: 3 clusters Score -6621220 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6622069.000000 Penalty: 3644.372559
	Iteration 21Q: 3 clusters Score -6622069 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6622984.000000 Penalty: 3644.372559
	Iteration 22Q: 3 clusters Score -6622984 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6623959.500000 Penalty: 3644.372559
	Iteration 23Q: 3 clusters Score -6623960 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -6624981.000000 Penalty: 3644.372559
	Iteration 24Q: 3 clusters Score -6624981 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -6625989.000000 Penalty: 3644.372559
	Iteration 25Q: 3 clusters Score -6625989 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -6626890.000000 Penalty: 3644.372559
	Iteration 26Q: 3 clusters Score -6626890 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -6627631.000000 Penalty: 3644.372559
	Iteration 27Q: 3 clusters Score -6627631 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -6628399.000000 Penalty: 3644.372559
	Iteration 28Q: 3 clusters Score -6628399 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -6629176.500000 Penalty: 3644.372559
	Iteration 29Q: 3 clusters Score -6629176 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -6629926.500000 Penalty: 3644.372559
	Iteration 30Q: 3 clusters Score -6629926 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -6630705.500000 Penalty: 3644.372559
	Iteration 31Q: 3 clusters Score -6630706 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -6631503.500000 Penalty: 3644.372559
	Iteration 32Q: 3 clusters Score -6631504 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -6632089.000000 Penalty: 3644.372559
	Iteration 33Q: 3 clusters Score -6632089 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -6632532.500000 Penalty: 3644.372559
	Iteration 34Q: 3 clusters Score -6632532 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -6632866.000000 Penalty: 3644.372559
	Iteration 35Q: 3 clusters Score -6632866 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -6633138.000000 Penalty: 3644.372559
	Iteration 36Q: 3 clusters Score -6633138 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -6633246.000000 Penalty: 3644.372559
	Iteration 37Q: 3 clusters Score -6633246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -6633288.000000 Penalty: 3644.372559
	Iteration 38Q: 3 clusters Score -6633288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -6633317.500000 Penalty: 3644.372559
	Iteration 39Q: 3 clusters Score -6633318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -6633350.000000 Penalty: 3644.372559
	Iteration 40F: 3 clusters Score -6633350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -6633365.500000 Penalty: 3644.372559
	Iteration 41Q: 3 clusters Score -6633366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -6633380.500000 Penalty: 3644.372559
	Iteration 42Q: 3 clusters Score -6633380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -6633384.000000 Penalty: 3644.372559
	Iteration 43Q: 3 clusters Score -6633384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -6633390.000000 Penalty: 3644.372559
	Iteration 44Q: 3 clusters Score -6633390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -6633401.500000 Penalty: 3644.372559
	Iteration 45Q: 3 clusters Score -6633402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -6633406.000000 Penalty: 3644.372559
	Iteration 46Q: 3 clusters Score -6633406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -6633414.000000 Penalty: 3644.372559
	Iteration 47Q: 3 clusters Score -6633414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -6633423.000000 Penalty: 3644.372559
	Iteration 48Q: 3 clusters Score -6633423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -6633428.500000 Penalty: 3644.372559
	Iteration 49Q: 3 clusters Score -6633428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -6633422.000000 Penalty: 3644.372559
	Iteration 50Q: 3 clusters Score -6633422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -6633425.000000 Penalty: 3644.372559
	Iteration 51Q: 3 clusters Score -6633425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -6633426.000000 Penalty: 3644.372559
	Iteration 52Q: 3 clusters Score -6633426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -6633432.500000 Penalty: 3644.372559
	Iteration 53Q: 3 clusters Score -6633432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -6633432.500000 Penalty: 3644.372559
	Iteration 54Q: 3 clusters Score -6633432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -6633432.500000 Penalty: 3644.372559
	Iteration 55F: 3 clusters Score -6633432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -117982.132812 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -117982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116212.687500 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -116212.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -116780.546875 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -116780.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117064.734375 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -117064.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -117252.226562 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -117252.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117400.828125 Penalty: 2390.375732
	Iteration 4F: 3 clusters Score -117400.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -117544.242188 Penalty: 2390.375732
	Iteration 5F: 3 clusters Score -117544.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -117653.351562 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -117653.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117729.328125 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -117729.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -117766.593750 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -117766.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -117781.843750 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -117781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -117792.593750 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -117792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -117799.562500 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -117799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -117802.859375 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -117802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -117804.492188 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -117804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117807.226562 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -117807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117809.851562 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -117809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117811.968750 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -117812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -117812.351562 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -117812.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -117812.351562 Penalty: 2390.375732
	Iteration 18F: 3 clusters Score -117812.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -50878.796875 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -50878.8 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 371 members 
Entering Unmasked Estep 
Score: -49659.097656 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -49659.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49968.109375 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -49968.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50184.679688 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -50184.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50376.480469 Penalty: 2148.038574
	Iteration 3F: 3 clusters Score -50376.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50518.886719 Penalty: 2148.038574
	Iteration 4F: 3 clusters Score -50518.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50608.808594 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -50608.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50665.156250 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -50665.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50680.914062 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -50680.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50689.363281 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -50689.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50699.960938 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -50699.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50706.671875 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -50706.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50719.535156 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -50719.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50739.800781 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -50739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50763.496094 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -50763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50775.601562 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -50775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50796.085938 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -50796.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50825.867188 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -50825.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50857.449219 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -50857.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50882.195312 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -50882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50907.988281 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -50907.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50927.507812 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -50927.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50930.964844 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -50930.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50939.136719 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -50939.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -50950.953125 Penalty: 2148.038574
	Iteration 23Q: 3 clusters Score -50950.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50957.351562 Penalty: 2148.038574
	Iteration 24Q: 3 clusters Score -50957.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50968.226562 Penalty: 2148.038574
	Iteration 25Q: 3 clusters Score -50968.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50972.710938 Penalty: 2148.038574
	Iteration 26Q: 3 clusters Score -50972.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50975.871094 Penalty: 2148.038574
	Iteration 27Q: 3 clusters Score -50975.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50975.871094 Penalty: 2148.038574
	Iteration 28F: 3 clusters Score -50975.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 177641 members 
Mstep: Class 31 contains 4190 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 4583 members 
Mstep: Class 35 contains 384 members 
Entering Unmasked Estep 
Score: -76302400.000000 Penalty: 77947.726562
Splitting cluster 28 changes total score from -76283064.000000 to -76302400.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1002663.750000 Penalty: 1538.713379
	Iteration 0F: 2 clusters Score -1002664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -993672.437500 Penalty: 3077.426758
	Iteration 0F: 3 clusters Score -993672.4 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -997221.062500 Penalty: 3077.426758
	Iteration 1F: 3 clusters Score -997221.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -997959.062500 Penalty: 3077.426758
	Iteration 2F: 3 clusters Score -997959.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -998622.875000 Penalty: 3077.426758
	Iteration 3F: 3 clusters Score -998622.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -999201.750000 Penalty: 3077.426758
	Iteration 4F: 3 clusters Score -999201.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -999642.312500 Penalty: 3077.426758
	Iteration 5F: 3 clusters Score -999642.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -999964.375000 Penalty: 3077.426758
	Iteration 6Q: 3 clusters Score -999964.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1000184.937500 Penalty: 3077.426758
	Iteration 7Q: 3 clusters Score -1000185 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1000354.562500 Penalty: 3077.426758
	Iteration 8Q: 3 clusters Score -1000355 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1000513.937500 Penalty: 3077.426758
	Iteration 9Q: 3 clusters Score -1000514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1000657.437500 Penalty: 3077.426758
	Iteration 10Q: 3 clusters Score -1000657 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1000779.750000 Penalty: 3077.426758
	Iteration 11Q: 3 clusters Score -1000780 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1000898.437500 Penalty: 3077.426758
	Iteration 12Q: 3 clusters Score -1000898 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1001023.250000 Penalty: 3077.426758
	Iteration 13Q: 3 clusters Score -1001023 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1001144.437500 Penalty: 3077.426758
	Iteration 14Q: 3 clusters Score -1001144 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1001245.000000 Penalty: 3077.426758
	Iteration 15Q: 3 clusters Score -1001245 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1001340.187500 Penalty: 3077.426758
	Iteration 16Q: 3 clusters Score -1001340 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1001450.250000 Penalty: 3077.426758
	Iteration 17Q: 3 clusters Score -1001450 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1001571.937500 Penalty: 3077.426758
	Iteration 18Q: 3 clusters Score -1001572 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1001663.750000 Penalty: 3077.426758
	Iteration 19Q: 3 clusters Score -1001664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1001733.937500 Penalty: 3077.426758
	Iteration 20F: 3 clusters Score -1001734 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1001780.937500 Penalty: 3077.426758
	Iteration 21Q: 3 clusters Score -1001781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1001828.875000 Penalty: 3077.426758
	Iteration 22Q: 3 clusters Score -1001829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1001866.562500 Penalty: 3077.426758
	Iteration 23Q: 3 clusters Score -1001867 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1001894.250000 Penalty: 3077.426758
	Iteration 24Q: 3 clusters Score -1001894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1001919.937500 Penalty: 3077.426758
	Iteration 25Q: 3 clusters Score -1001920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1001941.062500 Penalty: 3077.426758
	Iteration 26Q: 3 clusters Score -1001941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1001966.062500 Penalty: 3077.426758
	Iteration 27Q: 3 clusters Score -1001966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1001986.187500 Penalty: 3077.426758
	Iteration 28Q: 3 clusters Score -1001986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1002000.812500 Penalty: 3077.426758
	Iteration 29Q: 3 clusters Score -1002001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1002016.687500 Penalty: 3077.426758
	Iteration 30Q: 3 clusters Score -1002017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1002033.375000 Penalty: 3077.426758
	Iteration 31Q: 3 clusters Score -1002033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1002047.437500 Penalty: 3077.426758
	Iteration 32Q: 3 clusters Score -1002047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1002056.562500 Penalty: 3077.426758
	Iteration 33Q: 3 clusters Score -1002057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1002070.375000 Penalty: 3077.426758
	Iteration 34Q: 3 clusters Score -1002070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1002077.000000 Penalty: 3077.426758
	Iteration 35Q: 3 clusters Score -1002077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1002083.875000 Penalty: 3077.426758
	Iteration 36Q: 3 clusters Score -1002084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1002087.687500 Penalty: 3077.426758
	Iteration 37Q: 3 clusters Score -1002088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1002095.125000 Penalty: 3077.426758
	Iteration 38Q: 3 clusters Score -1002095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1002099.125000 Penalty: 3077.426758
	Iteration 39Q: 3 clusters Score -1002099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1002102.375000 Penalty: 3077.426758
	Iteration 40F: 3 clusters Score -1002102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1002106.000000 Penalty: 3077.426758
	Iteration 41Q: 3 clusters Score -1002106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1002108.312500 Penalty: 3077.426758
	Iteration 42Q: 3 clusters Score -1002108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1002107.812500 Penalty: 3077.426758
	Iteration 43Q: 3 clusters Score -1002108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1002107.000000 Penalty: 3077.426758
	Iteration 44Q: 3 clusters Score -1002107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1002109.000000 Penalty: 3077.426758
	Iteration 45Q: 3 clusters Score -1002109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1002108.437500 Penalty: 3077.426758
	Iteration 46Q: 3 clusters Score -1002108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1002108.687500 Penalty: 3077.426758
	Iteration 47Q: 3 clusters Score -1002109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1002111.312500 Penalty: 3077.426758
	Iteration 48Q: 3 clusters Score -1002111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1002111.000000 Penalty: 3077.426758
	Iteration 49Q: 3 clusters Score -1002111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1002110.625000 Penalty: 3077.426758
	Iteration 50Q: 3 clusters Score -1002111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1002111.250000 Penalty: 3077.426758
	Iteration 51Q: 3 clusters Score -1002111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1002111.000000 Penalty: 3077.426758
	Iteration 52Q: 3 clusters Score -1002111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1002109.750000 Penalty: 3077.426758
	Iteration 53Q: 3 clusters Score -1002110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1002111.312500 Penalty: 3077.426758
	Iteration 54Q: 3 clusters Score -1002111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1002112.312500 Penalty: 3077.426758
	Iteration 55Q: 3 clusters Score -1002112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1002112.312500 Penalty: 3077.426758
	Iteration 56F: 3 clusters Score -1002112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 27348 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 154792 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 38234 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 45084 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30871 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76308664.000000 Penalty: 77947.726562
Iteration 79Q: 36 clusters Score -7.630866e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 26961 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 25688 members 
Mstep: Class 6 contains 12023 members 
Mstep: Class 7 contains 63427 members 
Mstep: Class 8 contains 9954 members 
Mstep: Class 9 contains 36158 members 
Mstep: Class 10 contains 155085 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 10920 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 23939 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 17 contains 38189 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 15860 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 45101 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 30873 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 74121 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 175441 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 4455 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76312544.000000 Penalty: 77947.726562
Iteration 80F: 36 clusters Score -7.631254e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 26394 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 1960 members 
Mstep: Class 5 contains 25686 members 
Mstep: Class 6 contains 12016 members 
Mstep: Class 7 contains 63167 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 36170 members 
Mstep: Class 10 contains 154648 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 23874 members 
Mstep: Class 16 contains 17701 members 
Mstep: Class 17 contains 38161 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 705 members 
Mstep: Class 20 contains 15064 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 30878 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 74069 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 12901 members 
Mstep: Class 30 contains 174999 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 1585 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314080.000000 Penalty: 77947.726562
Iteration 81Q: 36 clusters Score -7.631408e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 25668 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 62969 members 
Mstep: Class 8 contains 9873 members 
Mstep: Class 9 contains 36186 members 
Mstep: Class 10 contains 154246 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 23874 members 
Mstep: Class 16 contains 17701 members 
Mstep: Class 17 contains 38166 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 712 members 
Mstep: Class 20 contains 14488 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 45046 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30880 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 73977 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 12892 members 
Mstep: Class 30 contains 174826 members 
Mstep: Class 31 contains 4300 members 
Mstep: Class 32 contains 2014 members 
Mstep: Class 33 contains 1649 members 
Mstep: Class 34 contains 4492 members 
Mstep: Class 35 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76314624.000000 Penalty: 77947.726562
Iteration 82Q: 36 clusters Score -7.631462e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 25426 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 1946 members 
Mstep: Class 5 contains 25648 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 62766 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 36197 members 
Mstep: Class 10 contains 153885 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 9222 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 23880 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 38173 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 715 members 
Mstep: Class 20 contains 14026 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 45005 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 30882 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 73904 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 12904 members 
Mstep: Class 30 contains 174724 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 4495 members 
Mstep: Class 35 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315384.000000 Penalty: 77947.726562
Iteration 83Q: 36 clusters Score -7.631538e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 25632 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 62614 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 36210 members 
Mstep: Class 10 contains 153566 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 15 contains 23876 members 
Mstep: Class 16 contains 17704 members 
Mstep: Class 17 contains 38200 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 44981 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 30886 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 73844 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 12913 members 
Mstep: Class 30 contains 174680 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 1716 members 
Mstep: Class 34 contains 4495 members 
Mstep: Class 35 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315672.000000 Penalty: 77947.726562
Iteration 84Q: 36 clusters Score -7.631567e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 24620 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25618 members 
Mstep: Class 6 contains 11997 members 
Mstep: Class 7 contains 62486 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 36222 members 
Mstep: Class 10 contains 153299 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 9199 members 
Mstep: Class 13 contains 10975 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 23869 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 38229 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 13371 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 30888 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 73777 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 12926 members 
Mstep: Class 30 contains 174674 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 4499 members 
Mstep: Class 35 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315680.000000 Penalty: 77947.726562
Iteration 85Q: 36 clusters Score -7.631568e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 24305 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25601 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 62395 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 36229 members 
Mstep: Class 10 contains 153051 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 15 contains 23851 members 
Mstep: Class 16 contains 17716 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 13126 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 44935 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 30892 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 73716 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 12943 members 
Mstep: Class 30 contains 174675 members 
Mstep: Class 31 contains 4635 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 1742 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315552.000000 Penalty: 77947.726562
Iteration 86Q: 36 clusters Score -7.631555e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 24009 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25583 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 62345 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 36236 members 
Mstep: Class 10 contains 152816 members 
Mstep: Class 11 contains 4049 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 23848 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 38257 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 44918 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 30889 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73658 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 174677 members 
Mstep: Class 31 contains 4701 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1748 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315824.000000 Penalty: 77947.726562
Iteration 87Q: 36 clusters Score -7.631582e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 23758 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25567 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 62292 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 36250 members 
Mstep: Class 10 contains 152585 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38238 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 12731 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 44899 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 30890 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 73598 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 174673 members 
Mstep: Class 31 contains 4763 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1754 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76315896.000000 Penalty: 77947.726562
Iteration 88Q: 36 clusters Score -7.63159e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 23519 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25555 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 62237 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 36253 members 
Mstep: Class 10 contains 152356 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 23841 members 
Mstep: Class 16 contains 17737 members 
Mstep: Class 17 contains 38225 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12603 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44889 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 30890 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 73553 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 12990 members 
Mstep: Class 30 contains 174667 members 
Mstep: Class 31 contains 4836 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 1759 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316040.000000 Penalty: 77947.726562
Iteration 89Q: 36 clusters Score -7.631604e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 23312 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 25544 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 62195 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 36247 members 
Mstep: Class 10 contains 152150 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 23838 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 17 contains 38212 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44882 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 30895 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 73502 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 174653 members 
Mstep: Class 31 contains 4906 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 1760 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316280.000000 Penalty: 77947.726562
Iteration 90Q: 36 clusters Score -7.631628e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 23109 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 25530 members 
Mstep: Class 6 contains 11986 members 
Mstep: Class 7 contains 62155 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 36243 members 
Mstep: Class 10 contains 151960 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 17 contains 38211 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44872 members 
Mstep: Class 23 contains 1128 members 
Mstep: Class 24 contains 30898 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 73451 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13015 members 
Mstep: Class 30 contains 174657 members 
Mstep: Class 31 contains 4965 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316464.000000 Penalty: 77947.726562
Iteration 91Q: 36 clusters Score -7.631646e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 22948 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 25520 members 
Mstep: Class 6 contains 11982 members 
Mstep: Class 7 contains 62108 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 36247 members 
Mstep: Class 10 contains 151801 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 10954 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 23833 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38202 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44870 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 30899 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 73398 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 174658 members 
Mstep: Class 31 contains 5027 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316408.000000 Penalty: 77947.726562
Iteration 92Q: 36 clusters Score -7.631641e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 22801 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 25513 members 
Mstep: Class 6 contains 11981 members 
Mstep: Class 7 contains 62054 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 36256 members 
Mstep: Class 10 contains 151617 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 23835 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 38199 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44865 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 30904 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 73358 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13030 members 
Mstep: Class 30 contains 174654 members 
Mstep: Class 31 contains 5086 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316424.000000 Penalty: 77947.726562
Iteration 93Q: 36 clusters Score -7.631642e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 22668 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 25508 members 
Mstep: Class 6 contains 11980 members 
Mstep: Class 7 contains 61994 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 36264 members 
Mstep: Class 10 contains 151437 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 17744 members 
Mstep: Class 17 contains 38199 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44858 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 30905 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 73320 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13035 members 
Mstep: Class 30 contains 174646 members 
Mstep: Class 31 contains 5138 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316440.000000 Penalty: 77947.726562
Iteration 94Q: 36 clusters Score -7.631644e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 25503 members 
Mstep: Class 6 contains 11979 members 
Mstep: Class 7 contains 61963 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 36267 members 
Mstep: Class 10 contains 151295 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9108 members 
Mstep: Class 13 contains 10969 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 38187 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 12184 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44863 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 30905 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 73289 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13039 members 
Mstep: Class 30 contains 174640 members 
Mstep: Class 31 contains 5176 members 
Mstep: Class 32 contains 2029 members 
Mstep: Class 33 contains 1762 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316560.000000 Penalty: 77947.726562
Iteration 95Q: 36 clusters Score -7.631656e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 22456 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25499 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 61938 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 36269 members 
Mstep: Class 10 contains 151171 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 23832 members 
Mstep: Class 16 contains 17739 members 
Mstep: Class 17 contains 38191 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 44867 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 30907 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 73264 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13043 members 
Mstep: Class 30 contains 174645 members 
Mstep: Class 31 contains 5205 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316520.000000 Penalty: 77947.726562
Iteration 96Q: 36 clusters Score -7.631652e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 22376 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25494 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 61908 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 36272 members 
Mstep: Class 10 contains 151048 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 9106 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 23829 members 
Mstep: Class 16 contains 17737 members 
Mstep: Class 17 contains 38186 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 44869 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 30910 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 73244 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13048 members 
Mstep: Class 30 contains 174642 members 
Mstep: Class 31 contains 5233 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316528.000000 Penalty: 77947.726562
Iteration 97Q: 36 clusters Score -7.631653e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 22300 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25489 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 61893 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 36270 members 
Mstep: Class 10 contains 150950 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 23833 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 38183 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 12077 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 44879 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 30909 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 73235 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13053 members 
Mstep: Class 30 contains 174649 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1768 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 77947.726562
Iteration 98Q: 36 clusters Score -7.631665e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 22233 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25483 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 61876 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 36273 members 
Mstep: Class 10 contains 150858 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 9113 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 23836 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 38181 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 44895 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 30909 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 73219 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13059 members 
Mstep: Class 30 contains 174653 members 
Mstep: Class 31 contains 5261 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1768 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316600.000000 Penalty: 77947.726562
Iteration 99Q: 36 clusters Score -7.63166e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25480 members 
Mstep: Class 6 contains 11974 members 
Mstep: Class 7 contains 61860 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 36280 members 
Mstep: Class 10 contains 150790 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 9115 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 23837 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 38180 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 12021 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44906 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 30908 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 73203 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 174648 members 
Mstep: Class 31 contains 5281 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316640.000000 Penalty: 77947.726562
Iteration 100F: 36 clusters Score -7.631664e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25476 members 
Mstep: Class 6 contains 11974 members 
Mstep: Class 7 contains 61841 members 
Mstep: Class 8 contains 9708 members 
Mstep: Class 9 contains 36285 members 
Mstep: Class 10 contains 150734 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 23830 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38173 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44915 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 30907 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 73195 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 174651 members 
Mstep: Class 31 contains 5304 members 
Mstep: Class 32 contains 2029 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316680.000000 Penalty: 77947.726562
Iteration 101Q: 36 clusters Score -7.631668e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25471 members 
Mstep: Class 6 contains 11970 members 
Mstep: Class 7 contains 61833 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 36289 members 
Mstep: Class 10 contains 150679 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 10954 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 23830 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38168 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44919 members 
Mstep: Class 23 contains 1142 members 
Mstep: Class 24 contains 30907 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 73188 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 174657 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316528.000000 Penalty: 77947.726562
Iteration 102Q: 36 clusters Score -7.631653e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25463 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 61827 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 36292 members 
Mstep: Class 10 contains 150638 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 23829 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38168 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11970 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44919 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 30907 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 73180 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13074 members 
Mstep: Class 30 contains 174657 members 
Mstep: Class 31 contains 5336 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316480.000000 Penalty: 77947.726562
Iteration 103Q: 36 clusters Score -7.631648e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 21999 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25457 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 61812 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 36292 members 
Mstep: Class 10 contains 150607 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10945 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 23839 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38165 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11964 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44921 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 30907 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73165 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13079 members 
Mstep: Class 30 contains 174648 members 
Mstep: Class 31 contains 5343 members 
Mstep: Class 32 contains 2036 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316504.000000 Penalty: 77947.726562
Iteration 104Q: 36 clusters Score -7.63165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25451 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 61791 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 36297 members 
Mstep: Class 10 contains 150580 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 23845 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38163 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11964 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44923 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 30908 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 73153 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13085 members 
Mstep: Class 30 contains 174644 members 
Mstep: Class 31 contains 5355 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 105Q: 36 clusters Score -7.631669e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25446 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 61773 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 36300 members 
Mstep: Class 10 contains 150556 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 23848 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38159 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11958 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44927 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 30910 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 73140 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13090 members 
Mstep: Class 30 contains 174645 members 
Mstep: Class 31 contains 5360 members 
Mstep: Class 32 contains 2039 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316624.000000 Penalty: 77947.726562
Iteration 106Q: 36 clusters Score -7.631662e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25442 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 61761 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 36306 members 
Mstep: Class 10 contains 150536 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10937 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 23852 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38157 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11950 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44931 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30910 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73127 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13094 members 
Mstep: Class 30 contains 174647 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 107Q: 36 clusters Score -7.631669e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25440 members 
Mstep: Class 6 contains 11957 members 
Mstep: Class 7 contains 61749 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 36309 members 
Mstep: Class 10 contains 150524 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 38158 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44934 members 
Mstep: Class 23 contains 1155 members 
Mstep: Class 24 contains 30911 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73117 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13096 members 
Mstep: Class 30 contains 174644 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316632.000000 Penalty: 77947.726562
Iteration 108Q: 36 clusters Score -7.631663e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 21886 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25438 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61732 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 36312 members 
Mstep: Class 10 contains 150512 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 38159 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44935 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30913 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73114 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13098 members 
Mstep: Class 30 contains 174647 members 
Mstep: Class 31 contains 5385 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316600.000000 Penalty: 77947.726562
Iteration 109Q: 36 clusters Score -7.63166e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 21874 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25435 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61720 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 36315 members 
Mstep: Class 10 contains 150495 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 10936 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 38159 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11942 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44935 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30913 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73111 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174649 members 
Mstep: Class 31 contains 5393 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316560.000000 Penalty: 77947.726562
Iteration 110Q: 36 clusters Score -7.631656e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 21860 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61712 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 36318 members 
Mstep: Class 10 contains 150478 members 
Mstep: Class 11 contains 4030 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10936 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 38160 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11940 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44936 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30913 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73105 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174650 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4513 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 111Q: 36 clusters Score -7.631669e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61710 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 36322 members 
Mstep: Class 10 contains 150469 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 38161 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11939 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44938 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30914 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 73095 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174649 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4514 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316608.000000 Penalty: 77947.726562
Iteration 112Q: 36 clusters Score -7.631661e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 21823 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61702 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 36324 members 
Mstep: Class 10 contains 150452 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 38164 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44938 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 73092 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174649 members 
Mstep: Class 31 contains 5415 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4515 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 77947.726562
Iteration 113Q: 36 clusters Score -7.631665e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 21800 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61699 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 36323 members 
Mstep: Class 10 contains 150438 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 38166 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11930 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 73089 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174651 members 
Mstep: Class 31 contains 5420 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316656.000000 Penalty: 77947.726562
Iteration 114Q: 36 clusters Score -7.631666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 21780 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61697 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 36325 members 
Mstep: Class 10 contains 150422 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23852 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38163 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11926 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 73088 members 
Mstep: Class 27 contains 1514 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174655 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316728.000000 Penalty: 77947.726562
Iteration 115Q: 36 clusters Score -7.631673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 21757 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61693 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 36326 members 
Mstep: Class 10 contains 150407 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38166 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 73086 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174658 members 
Mstep: Class 31 contains 5430 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316736.000000 Penalty: 77947.726562
Iteration 116Q: 36 clusters Score -7.631674e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 21733 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61688 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36329 members 
Mstep: Class 10 contains 150391 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38169 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 73084 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174659 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316816.000000 Penalty: 77947.726562
Iteration 117Q: 36 clusters Score -7.631682e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 21716 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61687 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36330 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 10931 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 73081 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174661 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316800.000000 Penalty: 77947.726562
Iteration 118Q: 36 clusters Score -7.63168e+07 nChanged 74
Entering ConstructFrom: 
Score: -76316800.000000 Penalty: 77947.726562
Entering ConstructFrom: 
Trying to split cluster 1 (94853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Entering Unmasked Estep 
Score: -8521699.000000 Penalty: 1862.263672
	Iteration 0F: 2 clusters Score -8521699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -8458248.000000 Penalty: 3724.527344
	Iteration 0F: 3 clusters Score -8458248 nChanged 45262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8484454.000000 Penalty: 3724.527344
	Iteration 1F: 3 clusters Score -8484454 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8485311.000000 Penalty: 3724.527344
	Iteration 2Q: 3 clusters Score -8485311 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8486540.000000 Penalty: 3724.527344
	Iteration 3Q: 3 clusters Score -8486540 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8488440.000000 Penalty: 3724.527344
	Iteration 4Q: 3 clusters Score -8488440 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8491740.000000 Penalty: 3724.527344
	Iteration 5F: 3 clusters Score -8491740 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8496764.000000 Penalty: 3724.527344
	Iteration 6F: 3 clusters Score -8496764 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -8503770.000000 Penalty: 3724.527344
	Iteration 7F: 3 clusters Score -8503770 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -8510534.000000 Penalty: 3724.527344
	Iteration 8F: 3 clusters Score -8510534 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8515478.000000 Penalty: 3724.527344
	Iteration 9F: 3 clusters Score -8515478 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8518267.000000 Penalty: 3724.527344
	Iteration 10Q: 3 clusters Score -8518267 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8519384.000000 Penalty: 3724.527344
	Iteration 11Q: 3 clusters Score -8519384 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8519755.000000 Penalty: 3724.527344
	Iteration 12Q: 3 clusters Score -8519755 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8519907.000000 Penalty: 3724.527344
	Iteration 13Q: 3 clusters Score -8519907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8519962.000000 Penalty: 3724.527344
	Iteration 14Q: 3 clusters Score -8519962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8519989.000000 Penalty: 3724.527344
	Iteration 15Q: 3 clusters Score -8519989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8520011.000000 Penalty: 3724.527344
	Iteration 16Q: 3 clusters Score -8520011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8520028.000000 Penalty: 3724.527344
	Iteration 17Q: 3 clusters Score -8520028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8520045.000000 Penalty: 3724.527344
	Iteration 18Q: 3 clusters Score -8520045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8520044.000000 Penalty: 3724.527344
	Iteration 19Q: 3 clusters Score -8520044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8520050.000000 Penalty: 3724.527344
	Iteration 20F: 3 clusters Score -8520050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -1915614.875000 Penalty: 1622.521118
	Iteration 0F: 2 clusters Score -1915615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1900833.500000 Penalty: 3245.042236
	Iteration 0F: 3 clusters Score -1900834 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1906416.000000 Penalty: 3245.042236
	Iteration 1F: 3 clusters Score -1906416 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1907041.000000 Penalty: 3245.042236
	Iteration 2F: 3 clusters Score -1907041 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1907704.625000 Penalty: 3245.042236
	Iteration 3F: 3 clusters Score -1907705 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1908500.375000 Penalty: 3245.042236
	Iteration 4F: 3 clusters Score -1908500 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1909382.750000 Penalty: 3245.042236
	Iteration 5F: 3 clusters Score -1909383 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1910347.125000 Penalty: 3245.042236
	Iteration 6F: 3 clusters Score -1910347 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1911296.250000 Penalty: 3245.042236
	Iteration 7F: 3 clusters Score -1911296 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1912082.000000 Penalty: 3245.042236
	Iteration 8F: 3 clusters Score -1912082 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1912696.375000 Penalty: 3245.042236
	Iteration 9Q: 3 clusters Score -1912696 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1913186.500000 Penalty: 3245.042236
	Iteration 10Q: 3 clusters Score -1913186 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1913591.750000 Penalty: 3245.042236
	Iteration 11Q: 3 clusters Score -1913592 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1913918.625000 Penalty: 3245.042236
	Iteration 12Q: 3 clusters Score -1913919 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1914128.750000 Penalty: 3245.042236
	Iteration 13Q: 3 clusters Score -1914129 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1914279.750000 Penalty: 3245.042236
	Iteration 14Q: 3 clusters Score -1914280 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1914411.500000 Penalty: 3245.042236
	Iteration 15Q: 3 clusters Score -1914412 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1914506.625000 Penalty: 3245.042236
	Iteration 16Q: 3 clusters Score -1914507 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1914599.000000 Penalty: 3245.042236
	Iteration 17Q: 3 clusters Score -1914599 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1914686.375000 Penalty: 3245.042236
	Iteration 18Q: 3 clusters Score -1914686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1914735.500000 Penalty: 3245.042236
	Iteration 19Q: 3 clusters Score -1914736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1914774.875000 Penalty: 3245.042236
	Iteration 20F: 3 clusters Score -1914775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1914800.750000 Penalty: 3245.042236
	Iteration 21Q: 3 clusters Score -1914801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1914827.750000 Penalty: 3245.042236
	Iteration 22Q: 3 clusters Score -1914828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1914847.750000 Penalty: 3245.042236
	Iteration 23Q: 3 clusters Score -1914848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1914857.750000 Penalty: 3245.042236
	Iteration 24Q: 3 clusters Score -1914858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1914860.000000 Penalty: 3245.042236
	Iteration 25Q: 3 clusters Score -1914860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1914869.875000 Penalty: 3245.042236
	Iteration 26Q: 3 clusters Score -1914870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1914874.375000 Penalty: 3245.042236
	Iteration 27Q: 3 clusters Score -1914874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1914877.125000 Penalty: 3245.042236
	Iteration 28Q: 3 clusters Score -1914877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1914874.625000 Penalty: 3245.042236
	Iteration 29Q: 3 clusters Score -1914875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1914878.500000 Penalty: 3245.042236
	Iteration 30Q: 3 clusters Score -1914878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1914883.500000 Penalty: 3245.042236
	Iteration 31Q: 3 clusters Score -1914884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1914880.750000 Penalty: 3245.042236
	Iteration 32Q: 3 clusters Score -1914881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1914879.250000 Penalty: 3245.042236
	Iteration 33Q: 3 clusters Score -1914879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1914878.125000 Penalty: 3245.042236
	Iteration 34Q: 3 clusters Score -1914878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1914877.625000 Penalty: 3245.042236
	Iteration 35Q: 3 clusters Score -1914878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1914877.750000 Penalty: 3245.042236
	Iteration 36Q: 3 clusters Score -1914878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1914877.750000 Penalty: 3245.042236
	Iteration 37F: 3 clusters Score -1914878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -103785.046875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -103785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102150.171875 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -102150.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102452.046875 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -102452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102549.468750 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -102549.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -102598.109375 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -102598.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102638.218750 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -102638.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102667.757812 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -102667.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -102691.445312 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -102691.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -102713.484375 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -102713.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -102736.570312 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -102736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -102750.570312 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -102750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -102764.937500 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -102764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102779.046875 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -102779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102794.367188 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -102794.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102806.265625 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -102806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102814.195312 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -102814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -102828.796875 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -102828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102838.078125 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -102838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102847.664062 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -102847.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -102867.632812 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -102867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -102891.476562 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -102891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -102917.875000 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -102917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102936.445312 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -102936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102947.687500 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -102947.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102965.265625 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -102965.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -102993.710938 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -102993.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -103074.171875 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -103074.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -103245.093750 Penalty: 2331.536377
	Iteration 26Q: 3 clusters Score -103245.1 nChanged 45
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: -103433.367188 Penalty: 2331.536377
	Iteration 27Q: 3 clusters Score -103433.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -103520.734375 Penalty: 2331.536377
	Iteration 28Q: 3 clusters Score -103520.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -103558.437500 Penalty: 2331.536377
	Iteration 29Q: 3 clusters Score -103558.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103567.507812 Penalty: 2331.536377
	Iteration 30Q: 3 clusters Score -103567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103573.593750 Penalty: 2331.536377
	Iteration 31Q: 3 clusters Score -103573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -103577.953125 Penalty: 2331.536377
	Iteration 32Q: 3 clusters Score -103578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -103583.289062 Penalty: 2331.536377
	Iteration 33Q: 3 clusters Score -103583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -103590.007812 Penalty: 2331.536377
	Iteration 34Q: 3 clusters Score -103590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -103600.507812 Penalty: 2331.536377
	Iteration 35Q: 3 clusters Score -103600.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -103616.546875 Penalty: 2331.536377
	Iteration 36Q: 3 clusters Score -103616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -103636.359375 Penalty: 2331.536377
	Iteration 37Q: 3 clusters Score -103636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -103660.218750 Penalty: 2331.536377
	Iteration 38Q: 3 clusters Score -103660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -103676.000000 Penalty: 2331.536377
	Iteration 39Q: 3 clusters Score -103676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -103710.492188 Penalty: 2331.536377
	Iteration 40F: 3 clusters Score -103710.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -103768.921875 Penalty: 2331.536377
	Iteration 41Q: 3 clusters Score -103768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -103802.648438 Penalty: 2331.536377
	Iteration 42Q: 3 clusters Score -103802.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -103819.000000 Penalty: 2331.536377
	Iteration 43Q: 3 clusters Score -103819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -103827.375000 Penalty: 2331.536377
	Iteration 44Q: 3 clusters Score -103827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -103829.687500 Penalty: 2331.536377
	Iteration 45Q: 3 clusters Score -103829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -103830.406250 Penalty: 2331.536377
	Iteration 46Q: 3 clusters Score -103830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -103830.406250 Penalty: 2331.536377
	Iteration 47F: 3 clusters Score -103830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 21693 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61683 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150378 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 73074 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174664 members 
Mstep: Class 31 contains 5444 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Mstep: Class 36 contains 806 members 
Entering Unmasked Estep 
Score: -76315592.000000 Penalty: 80174.804688
Splitting cluster 3 changes total score from -76316800.000000 to -76315592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -154575.328125 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -154575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -152525.796875 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -152525.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153020.390625 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -153020.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -153228.750000 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -153228.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -153358.531250 Penalty: 2459.891113
	Iteration 3F: 3 clusters Score -153358.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -153430.750000 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -153430.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -153494.968750 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -153495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -153558.828125 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -153558.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -153601.640625 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -153601.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -153631.015625 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -153631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -153646.843750 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -153646.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153671.468750 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -153671.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -153700.796875 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -153700.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153731.828125 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -153731.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -153764.109375 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -153764.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153793.093750 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -153793.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -153813.437500 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -153813.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153828.687500 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -153828.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153838.843750 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -153838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153849.406250 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -153849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153864.890625 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -153864.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153884.609375 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -153884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153898.437500 Penalty: 2459.891113
	Iteration 21Q: 3 clusters Score -153898.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153913.562500 Penalty: 2459.891113
	Iteration 22Q: 3 clusters Score -153913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153924.109375 Penalty: 2459.891113
	Iteration 23Q: 3 clusters Score -153924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153934.187500 Penalty: 2459.891113
	Iteration 24Q: 3 clusters Score -153934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153951.218750 Penalty: 2459.891113
	Iteration 25Q: 3 clusters Score -153951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153974.046875 Penalty: 2459.891113
	Iteration 26Q: 3 clusters Score -153974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -153991.156250 Penalty: 2459.891113
	Iteration 27Q: 3 clusters Score -153991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -154001.906250 Penalty: 2459.891113
	Iteration 28Q: 3 clusters Score -154001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -154005.531250 Penalty: 2459.891113
	Iteration 29Q: 3 clusters Score -154005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154006.796875 Penalty: 2459.891113
	Iteration 30Q: 3 clusters Score -154006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154007.578125 Penalty: 2459.891113
	Iteration 31Q: 3 clusters Score -154007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154007.578125 Penalty: 2459.891113
	Iteration 32F: 3 clusters Score -154007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Entering Unmasked Estep 
Score: -2188177.250000 Penalty: 1648.374268
	Iteration 0F: 2 clusters Score -2188177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2171075.250000 Penalty: 3296.748535
	Iteration 0F: 3 clusters Score -2171075 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2177423.750000 Penalty: 3296.748535
	Iteration 1F: 3 clusters Score -2177424 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2177746.750000 Penalty: 3296.748535
	Iteration 2Q: 3 clusters Score -2177747 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2178016.750000 Penalty: 3296.748535
	Iteration 3Q: 3 clusters Score -2178017 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2178291.000000 Penalty: 3296.748535
	Iteration 4Q: 3 clusters Score -2178291 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2178593.000000 Penalty: 3296.748535
	Iteration 5Q: 3 clusters Score -2178593 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2179030.250000 Penalty: 3296.748535
	Iteration 6Q: 3 clusters Score -2179030 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2179621.750000 Penalty: 3296.748535
	Iteration 7Q: 3 clusters Score -2179622 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2180484.250000 Penalty: 3296.748535
	Iteration 8F: 3 clusters Score -2180484 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2181646.500000 Penalty: 3296.748535
	Iteration 9F: 3 clusters Score -2181646 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2183077.250000 Penalty: 3296.748535
	Iteration 10F: 3 clusters Score -2183077 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2184475.500000 Penalty: 3296.748535
	Iteration 11F: 3 clusters Score -2184476 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2185536.750000 Penalty: 3296.748535
	Iteration 12Q: 3 clusters Score -2185537 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2186161.000000 Penalty: 3296.748535
	Iteration 13Q: 3 clusters Score -2186161 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2186437.000000 Penalty: 3296.748535
	Iteration 14Q: 3 clusters Score -2186437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2186575.000000 Penalty: 3296.748535
	Iteration 15Q: 3 clusters Score -2186575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2186648.250000 Penalty: 3296.748535
	Iteration 16Q: 3 clusters Score -2186648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2186677.000000 Penalty: 3296.748535
	Iteration 17Q: 3 clusters Score -2186677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2186693.750000 Penalty: 3296.748535
	Iteration 18Q: 3 clusters Score -2186694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2186709.250000 Penalty: 3296.748535
	Iteration 19Q: 3 clusters Score -2186709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2186721.000000 Penalty: 3296.748535
	Iteration 20F: 3 clusters Score -2186721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2186729.000000 Penalty: 3296.748535
	Iteration 21Q: 3 clusters Score -2186729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2186728.750000 Penalty: 3296.748535
	Iteration 22Q: 3 clusters Score -2186729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2186738.750000 Penalty: 3296.748535
	Iteration 23Q: 3 clusters Score -2186739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2186741.750000 Penalty: 3296.748535
	Iteration 24Q: 3 clusters Score -2186742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2186742.500000 Penalty: 3296.748535
	Iteration 25Q: 3 clusters Score -2186742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2186742.500000 Penalty: 3296.748535
	Iteration 26F: 3 clusters Score -2186742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1031239.000000 Penalty: 1525.697021
	Iteration 0F: 2 clusters Score -1031239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1022871.562500 Penalty: 3051.394043
	Iteration 0F: 3 clusters Score -1022872 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1025616.125000 Penalty: 3051.394043
	Iteration 1F: 3 clusters Score -1025616 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1025927.437500 Penalty: 3051.394043
	Iteration 2F: 3 clusters Score -1025927 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1026262.125000 Penalty: 3051.394043
	Iteration 3F: 3 clusters Score -1026262 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1026656.437500 Penalty: 3051.394043
	Iteration 4F: 3 clusters Score -1026656 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1027147.000000 Penalty: 3051.394043
	Iteration 5F: 3 clusters Score -1027147 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1027711.375000 Penalty: 3051.394043
	Iteration 6F: 3 clusters Score -1027711 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1028305.437500 Penalty: 3051.394043
	Iteration 7F: 3 clusters Score -1028305 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1028844.000000 Penalty: 3051.394043
	Iteration 8F: 3 clusters Score -1028844 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1029261.687500 Penalty: 3051.394043
	Iteration 9Q: 3 clusters Score -1029262 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1029522.187500 Penalty: 3051.394043
	Iteration 10Q: 3 clusters Score -1029522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1029704.062500 Penalty: 3051.394043
	Iteration 11Q: 3 clusters Score -1029704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1029849.812500 Penalty: 3051.394043
	Iteration 12Q: 3 clusters Score -1029850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1029953.187500 Penalty: 3051.394043
	Iteration 13Q: 3 clusters Score -1029953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1030006.812500 Penalty: 3051.394043
	Iteration 14Q: 3 clusters Score -1030007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1030050.187500 Penalty: 3051.394043
	Iteration 15Q: 3 clusters Score -1030050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1030090.812500 Penalty: 3051.394043
	Iteration 16Q: 3 clusters Score -1030091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1030108.812500 Penalty: 3051.394043
	Iteration 17Q: 3 clusters Score -1030109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1030129.312500 Penalty: 3051.394043
	Iteration 18Q: 3 clusters Score -1030129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1030139.250000 Penalty: 3051.394043
	Iteration 19Q: 3 clusters Score -1030139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1030143.062500 Penalty: 3051.394043
	Iteration 20F: 3 clusters Score -1030143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1030145.750000 Penalty: 3051.394043
	Iteration 21Q: 3 clusters Score -1030146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1030146.625000 Penalty: 3051.394043
	Iteration 22Q: 3 clusters Score -1030147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1030149.875000 Penalty: 3051.394043
	Iteration 23Q: 3 clusters Score -1030150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1030150.375000 Penalty: 3051.394043
	Iteration 24Q: 3 clusters Score -1030150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1030151.187500 Penalty: 3051.394043
	Iteration 25Q: 3 clusters Score -1030151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1030151.187500 Penalty: 3051.394043
	Iteration 26F: 3 clusters Score -1030151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Entering Unmasked Estep 
Score: -5374166.500000 Penalty: 1792.336548
	Iteration 0F: 2 clusters Score -5374166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5332916.500000 Penalty: 3584.673096
	Iteration 0F: 3 clusters Score -5332916 nChanged 29174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5349567.000000 Penalty: 3584.673096
	Iteration 1F: 3 clusters Score -5349567 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5350091.500000 Penalty: 3584.673096
	Iteration 2Q: 3 clusters Score -5350092 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -5350634.500000 Penalty: 3584.673096
	Iteration 3Q: 3 clusters Score -5350634 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -5351332.000000 Penalty: 3584.673096
	Iteration 4Q: 3 clusters Score -5351332 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5352424.000000 Penalty: 3584.673096
	Iteration 5Q: 3 clusters Score -5352424 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5353932.500000 Penalty: 3584.673096
	Iteration 6Q: 3 clusters Score -5353932 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5356238.500000 Penalty: 3584.673096
	Iteration 7F: 3 clusters Score -5356238 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5359313.500000 Penalty: 3584.673096
	Iteration 8F: 3 clusters Score -5359314 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -5362105.000000 Penalty: 3584.673096
	Iteration 9F: 3 clusters Score -5362105 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5363721.000000 Penalty: 3584.673096
	Iteration 10F: 3 clusters Score -5363721 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5364441.500000 Penalty: 3584.673096
	Iteration 11Q: 3 clusters Score -5364442 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -5364778.500000 Penalty: 3584.673096
	Iteration 12Q: 3 clusters Score -5364778 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5364965.000000 Penalty: 3584.673096
	Iteration 13Q: 3 clusters Score -5364965 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5365163.500000 Penalty: 3584.673096
	Iteration 14Q: 3 clusters Score -5365164 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5365302.000000 Penalty: 3584.673096
	Iteration 15Q: 3 clusters Score -5365302 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5365492.000000 Penalty: 3584.673096
	Iteration 16Q: 3 clusters Score -5365492 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5365671.500000 Penalty: 3584.673096
	Iteration 17Q: 3 clusters Score -5365672 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5365853.000000 Penalty: 3584.673096
	Iteration 18Q: 3 clusters Score -5365853 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5366044.500000 Penalty: 3584.673096
	Iteration 19Q: 3 clusters Score -5366044 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5366298.000000 Penalty: 3584.673096
	Iteration 20F: 3 clusters Score -5366298 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -5366471.500000 Penalty: 3584.673096
	Iteration 21Q: 3 clusters Score -5366472 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -5366678.500000 Penalty: 3584.673096
	Iteration 22Q: 3 clusters Score -5366678 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -5366899.500000 Penalty: 3584.673096
	Iteration 23Q: 3 clusters Score -5366900 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -5367124.000000 Penalty: 3584.673096
	Iteration 24Q: 3 clusters Score -5367124 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -5367396.500000 Penalty: 3584.673096
	Iteration 25Q: 3 clusters Score -5367396 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5367669.500000 Penalty: 3584.673096
	Iteration 26Q: 3 clusters Score -5367670 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -5367984.000000 Penalty: 3584.673096
	Iteration 27Q: 3 clusters Score -5367984 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -5368340.000000 Penalty: 3584.673096
	Iteration 28Q: 3 clusters Score -5368340 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -5368664.500000 Penalty: 3584.673096
	Iteration 29Q: 3 clusters Score -5368664 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -5369056.000000 Penalty: 3584.673096
	Iteration 30Q: 3 clusters Score -5369056 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -5369454.000000 Penalty: 3584.673096
	Iteration 31Q: 3 clusters Score -5369454 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -5369804.500000 Penalty: 3584.673096
	Iteration 32Q: 3 clusters Score -5369804 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -5370216.500000 Penalty: 3584.673096
	Iteration 33Q: 3 clusters Score -5370216 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -5370637.000000 Penalty: 3584.673096
	Iteration 34Q: 3 clusters Score -5370637 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -5370992.500000 Penalty: 3584.673096
	Iteration 35Q: 3 clusters Score -5370992 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -5371320.000000 Penalty: 3584.673096
	Iteration 36Q: 3 clusters Score -5371320 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5371588.000000 Penalty: 3584.673096
	Iteration 37Q: 3 clusters Score -5371588 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -5371840.000000 Penalty: 3584.673096
	Iteration 38Q: 3 clusters Score -5371840 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -5372050.000000 Penalty: 3584.673096
	Iteration 39Q: 3 clusters Score -5372050 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -5372180.500000 Penalty: 3584.673096
	Iteration 40F: 3 clusters Score -5372180 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -5372273.000000 Penalty: 3584.673096
	Iteration 41Q: 3 clusters Score -5372273 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -5372342.500000 Penalty: 3584.673096
	Iteration 42Q: 3 clusters Score -5372342 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -5372414.500000 Penalty: 3584.673096
	Iteration 43Q: 3 clusters Score -5372414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -5372490.500000 Penalty: 3584.673096
	Iteration 44Q: 3 clusters Score -5372490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -5372554.000000 Penalty: 3584.673096
	Iteration 45Q: 3 clusters Score -5372554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -5372595.500000 Penalty: 3584.673096
	Iteration 46Q: 3 clusters Score -5372596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -5372620.500000 Penalty: 3584.673096
	Iteration 47Q: 3 clusters Score -5372620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -5372641.000000 Penalty: 3584.673096
	Iteration 48Q: 3 clusters Score -5372641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -5372647.000000 Penalty: 3584.673096
	Iteration 49Q: 3 clusters Score -5372647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -5372668.000000 Penalty: 3584.673096
	Iteration 50Q: 3 clusters Score -5372668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -5372692.500000 Penalty: 3584.673096
	Iteration 51Q: 3 clusters Score -5372692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -5372696.500000 Penalty: 3584.673096
	Iteration 52Q: 3 clusters Score -5372696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -5372702.500000 Penalty: 3584.673096
	Iteration 53Q: 3 clusters Score -5372702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -5372706.000000 Penalty: 3584.673096
	Iteration 54Q: 3 clusters Score -5372706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -5372716.000000 Penalty: 3584.673096
	Iteration 55Q: 3 clusters Score -5372716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -5372717.000000 Penalty: 3584.673096
	Iteration 56Q: 3 clusters Score -5372717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -5372724.500000 Penalty: 3584.673096
	Iteration 57Q: 3 clusters Score -5372724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -5372728.500000 Penalty: 3584.673096
	Iteration 58Q: 3 clusters Score -5372728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -5372731.500000 Penalty: 3584.673096
	Iteration 59Q: 3 clusters Score -5372732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -5372742.000000 Penalty: 3584.673096
	Iteration 60F: 3 clusters Score -5372742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -5372746.000000 Penalty: 3584.673096
	Iteration 61Q: 3 clusters Score -5372746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -5372751.000000 Penalty: 3584.673096
	Iteration 62Q: 3 clusters Score -5372751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -5372760.500000 Penalty: 3584.673096
	Iteration 63Q: 3 clusters Score -5372760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -5372768.000000 Penalty: 3584.673096
	Iteration 64Q: 3 clusters Score -5372768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -5372767.500000 Penalty: 3584.673096
	Iteration 65Q: 3 clusters Score -5372768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -5372767.000000 Penalty: 3584.673096
	Iteration 66Q: 3 clusters Score -5372767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -5372769.000000 Penalty: 3584.673096
	Iteration 67Q: 3 clusters Score -5372769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -5372769.000000 Penalty: 3584.673096
	Iteration 68F: 3 clusters Score -5372769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -770273.562500 Penalty: 1491.563110
	Iteration 0F: 2 clusters Score -770273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -763299.375000 Penalty: 2983.126221
	Iteration 0F: 3 clusters Score -763299.4 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -765580.625000 Penalty: 2983.126221
	Iteration 1F: 3 clusters Score -765580.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -765914.937500 Penalty: 2983.126221
	Iteration 2F: 3 clusters Score -765914.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -766263.312500 Penalty: 2983.126221
	Iteration 3F: 3 clusters Score -766263.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -766609.312500 Penalty: 2983.126221
	Iteration 4F: 3 clusters Score -766609.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -767052.500000 Penalty: 2983.126221
	Iteration 5F: 3 clusters Score -767052.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -767573.937500 Penalty: 2983.126221
	Iteration 6F: 3 clusters Score -767573.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -768068.187500 Penalty: 2983.126221
	Iteration 7F: 3 clusters Score -768068.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -768445.937500 Penalty: 2983.126221
	Iteration 8F: 3 clusters Score -768445.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -768665.937500 Penalty: 2983.126221
	Iteration 9Q: 3 clusters Score -768665.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -768780.750000 Penalty: 2983.126221
	Iteration 10Q: 3 clusters Score -768780.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -768847.687500 Penalty: 2983.126221
	Iteration 11Q: 3 clusters Score -768847.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -768905.250000 Penalty: 2983.126221
	Iteration 12Q: 3 clusters Score -768905.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -768941.875000 Penalty: 2983.126221
	Iteration 13Q: 3 clusters Score -768941.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -768969.500000 Penalty: 2983.126221
	Iteration 14Q: 3 clusters Score -768969.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -768988.062500 Penalty: 2983.126221
	Iteration 15Q: 3 clusters Score -768988.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -768998.687500 Penalty: 2983.126221
	Iteration 16Q: 3 clusters Score -768998.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -769008.500000 Penalty: 2983.126221
	Iteration 17Q: 3 clusters Score -769008.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -769015.875000 Penalty: 2983.126221
	Iteration 18Q: 3 clusters Score -769015.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -769021.750000 Penalty: 2983.126221
	Iteration 19Q: 3 clusters Score -769021.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -769028.687500 Penalty: 2983.126221
	Iteration 20F: 3 clusters Score -769028.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -769034.562500 Penalty: 2983.126221
	Iteration 21Q: 3 clusters Score -769034.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -769037.312500 Penalty: 2983.126221
	Iteration 22Q: 3 clusters Score -769037.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -769039.500000 Penalty: 2983.126221
	Iteration 23Q: 3 clusters Score -769039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -769040.750000 Penalty: 2983.126221
	Iteration 24Q: 3 clusters Score -769040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -769041.875000 Penalty: 2983.126221
	Iteration 25Q: 3 clusters Score -769041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -769042.687500 Penalty: 2983.126221
	Iteration 26Q: 3 clusters Score -769042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -769042.312500 Penalty: 2983.126221
	Iteration 27Q: 3 clusters Score -769042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -769042.562500 Penalty: 2983.126221
	Iteration 28Q: 3 clusters Score -769042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -769042.125000 Penalty: 2983.126221
	Iteration 29Q: 3 clusters Score -769042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -769042.000000 Penalty: 2983.126221
	Iteration 30Q: 3 clusters Score -769042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -769041.125000 Penalty: 2983.126221
	Iteration 31Q: 3 clusters Score -769041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -769042.062500 Penalty: 2983.126221
	Iteration 32Q: 3 clusters Score -769042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -769042.062500 Penalty: 2983.126221
	Iteration 33F: 3 clusters Score -769042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Entering Unmasked Estep 
Score: -3170660.750000 Penalty: 1706.323730
	Iteration 0F: 2 clusters Score -3170661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3146190.000000 Penalty: 3412.647461
	Iteration 0F: 3 clusters Score -3146190 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3155593.000000 Penalty: 3412.647461
	Iteration 1F: 3 clusters Score -3155593 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3155931.250000 Penalty: 3412.647461
	Iteration 2Q: 3 clusters Score -3155931 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3156245.000000 Penalty: 3412.647461
	Iteration 3Q: 3 clusters Score -3156245 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3156536.250000 Penalty: 3412.647461
	Iteration 4Q: 3 clusters Score -3156536 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3156842.500000 Penalty: 3412.647461
	Iteration 5Q: 3 clusters Score -3156842 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3157174.000000 Penalty: 3412.647461
	Iteration 6Q: 3 clusters Score -3157174 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3157601.500000 Penalty: 3412.647461
	Iteration 7Q: 3 clusters Score -3157602 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3158163.250000 Penalty: 3412.647461
	Iteration 8Q: 3 clusters Score -3158163 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3158954.750000 Penalty: 3412.647461
	Iteration 9Q: 3 clusters Score -3158955 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3160114.500000 Penalty: 3412.647461
	Iteration 10F: 3 clusters Score -3160114 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3161714.250000 Penalty: 3412.647461
	Iteration 11F: 3 clusters Score -3161714 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3163685.750000 Penalty: 3412.647461
	Iteration 12F: 3 clusters Score -3163686 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3165727.750000 Penalty: 3412.647461
	Iteration 13F: 3 clusters Score -3165728 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3167365.000000 Penalty: 3412.647461
	Iteration 14Q: 3 clusters Score -3167365 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3168349.750000 Penalty: 3412.647461
	Iteration 15Q: 3 clusters Score -3168350 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3168808.250000 Penalty: 3412.647461
	Iteration 16Q: 3 clusters Score -3168808 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3168972.000000 Penalty: 3412.647461
	Iteration 17Q: 3 clusters Score -3168972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3169045.500000 Penalty: 3412.647461
	Iteration 18Q: 3 clusters Score -3169046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3169081.000000 Penalty: 3412.647461
	Iteration 19Q: 3 clusters Score -3169081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3169108.750000 Penalty: 3412.647461
	Iteration 20F: 3 clusters Score -3169109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3169127.250000 Penalty: 3412.647461
	Iteration 21Q: 3 clusters Score -3169127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3169136.250000 Penalty: 3412.647461
	Iteration 22Q: 3 clusters Score -3169136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3169138.500000 Penalty: 3412.647461
	Iteration 23Q: 3 clusters Score -3169138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3169146.500000 Penalty: 3412.647461
	Iteration 24Q: 3 clusters Score -3169146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3169155.750000 Penalty: 3412.647461
	Iteration 25Q: 3 clusters Score -3169156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3169155.750000 Penalty: 3412.647461
	Iteration 26F: 3 clusters Score -3169156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Entering Unmasked Estep 
Score: -13263125.000000 Penalty: 1937.147339
	Iteration 0F: 2 clusters Score -1.326312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -13162466.000000 Penalty: 3874.294678
	Iteration 0F: 3 clusters Score -1.316247e+07 nChanged 72255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -13204801.000000 Penalty: 3874.294678
	Iteration 1F: 3 clusters Score -1.32048e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -13205836.000000 Penalty: 3874.294678
	Iteration 2Q: 3 clusters Score -1.320584e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -13207305.000000 Penalty: 3874.294678
	Iteration 3Q: 3 clusters Score -1.32073e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -13209651.000000 Penalty: 3874.294678
	Iteration 4Q: 3 clusters Score -1.320965e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -13212507.000000 Penalty: 3874.294678
	Iteration 5Q: 3 clusters Score -1.321251e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -13215958.000000 Penalty: 3874.294678
	Iteration 6F: 3 clusters Score -1.321596e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -13219918.000000 Penalty: 3874.294678
	Iteration 7F: 3 clusters Score -1.321992e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -13224794.000000 Penalty: 3874.294678
	Iteration 8F: 3 clusters Score -1.322479e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -13230643.000000 Penalty: 3874.294678
	Iteration 9F: 3 clusters Score -1.323064e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -13237659.000000 Penalty: 3874.294678
	Iteration 10F: 3 clusters Score -1.323766e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -13243511.000000 Penalty: 3874.294678
	Iteration 11F: 3 clusters Score -1.324351e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -13247104.000000 Penalty: 3874.294678
	Iteration 12Q: 3 clusters Score -1.32471e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -13249514.000000 Penalty: 3874.294678
	Iteration 13Q: 3 clusters Score -1.324951e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -13251386.000000 Penalty: 3874.294678
	Iteration 14Q: 3 clusters Score -1.325139e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -13253281.000000 Penalty: 3874.294678
	Iteration 15Q: 3 clusters Score -1.325328e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -13254940.000000 Penalty: 3874.294678
	Iteration 16Q: 3 clusters Score -1.325494e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -13256438.000000 Penalty: 3874.294678
	Iteration 17Q: 3 clusters Score -1.325644e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -13257789.000000 Penalty: 3874.294678
	Iteration 18Q: 3 clusters Score -1.325779e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -13258985.000000 Penalty: 3874.294678
	Iteration 19Q: 3 clusters Score -1.325898e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 133158 members 
Entering Unmasked Estep 
Score: -13259954.000000 Penalty: 3874.294678
	Iteration 20F: 3 clusters Score -1.325995e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -13260684.000000 Penalty: 3874.294678
	Iteration 21Q: 3 clusters Score -1.326068e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -13261207.000000 Penalty: 3874.294678
	Iteration 22Q: 3 clusters Score -1.326121e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -13261617.000000 Penalty: 3874.294678
	Iteration 23Q: 3 clusters Score -1.326162e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 138428 members 
Entering Unmasked Estep 
Score: -13261886.000000 Penalty: 3874.294678
	Iteration 24Q: 3 clusters Score -1.326189e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -13262178.000000 Penalty: 3874.294678
	Iteration 25Q: 3 clusters Score -1.326218e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 140048 members 
Entering Unmasked Estep 
Score: -13262366.000000 Penalty: 3874.294678
	Iteration 26Q: 3 clusters Score -1.326237e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -13262538.000000 Penalty: 3874.294678
	Iteration 27Q: 3 clusters Score -1.326254e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -13262646.000000 Penalty: 3874.294678
	Iteration 28Q: 3 clusters Score -1.326265e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -13262725.000000 Penalty: 3874.294678
	Iteration 29Q: 3 clusters Score -1.326272e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -13262807.000000 Penalty: 3874.294678
	Iteration 30Q: 3 clusters Score -1.326281e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -13262905.000000 Penalty: 3874.294678
	Iteration 31Q: 3 clusters Score -1.32629e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -13262976.000000 Penalty: 3874.294678
	Iteration 32Q: 3 clusters Score -1.326298e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -13263022.000000 Penalty: 3874.294678
	Iteration 33Q: 3 clusters Score -1.326302e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -13263040.000000 Penalty: 3874.294678
	Iteration 34Q: 3 clusters Score -1.326304e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -13263068.000000 Penalty: 3874.294678
	Iteration 35Q: 3 clusters Score -1.326307e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -13263122.000000 Penalty: 3874.294678
	Iteration 36Q: 3 clusters Score -1.326312e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 144025 members 
Entering Unmasked Estep 
Score: -13263172.000000 Penalty: 3874.294678
	Iteration 37Q: 3 clusters Score -1.326317e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -13263184.000000 Penalty: 3874.294678
	Iteration 38Q: 3 clusters Score -1.326318e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 144316 members 
Entering Unmasked Estep 
Score: -13263191.000000 Penalty: 3874.294678
	Iteration 39Q: 3 clusters Score -1.326319e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 144430 members 
Entering Unmasked Estep 
Score: -13263205.000000 Penalty: 3874.294678
	Iteration 40F: 3 clusters Score -1.32632e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -13263246.000000 Penalty: 3874.294678
	Iteration 41Q: 3 clusters Score -1.326325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -13263260.000000 Penalty: 3874.294678
	Iteration 42Q: 3 clusters Score -1.326326e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -13263271.000000 Penalty: 3874.294678
	Iteration 43Q: 3 clusters Score -1.326327e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 144723 members 
Entering Unmasked Estep 
Score: -13263258.000000 Penalty: 3874.294678
	Iteration 44Q: 3 clusters Score -1.326326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -13263257.000000 Penalty: 3874.294678
	Iteration 45Q: 3 clusters Score -1.326326e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 144842 members 
Entering Unmasked Estep 
Score: -13263277.000000 Penalty: 3874.294678
	Iteration 46Q: 3 clusters Score -1.326328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 144897 members 
Entering Unmasked Estep 
Score: -13263276.000000 Penalty: 3874.294678
	Iteration 47Q: 3 clusters Score -1.326328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -13263284.000000 Penalty: 3874.294678
	Iteration 48Q: 3 clusters Score -1.326328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -13263313.000000 Penalty: 3874.294678
	Iteration 49Q: 3 clusters Score -1.326331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 145018 members 
Entering Unmasked Estep 
Score: -13263328.000000 Penalty: 3874.294678
	Iteration 50Q: 3 clusters Score -1.326333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -13263355.000000 Penalty: 3874.294678
	Iteration 51Q: 3 clusters Score -1.326336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 145091 members 
Entering Unmasked Estep 
Score: -13263335.000000 Penalty: 3874.294678
	Iteration 52Q: 3 clusters Score -1.326334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -13263332.000000 Penalty: 3874.294678
	Iteration 53Q: 3 clusters Score -1.326333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 145156 members 
Entering Unmasked Estep 
Score: -13263333.000000 Penalty: 3874.294678
	Iteration 54Q: 3 clusters Score -1.326333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -13263357.000000 Penalty: 3874.294678
	Iteration 55Q: 3 clusters Score -1.326336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -13263379.000000 Penalty: 3874.294678
	Iteration 56Q: 3 clusters Score -1.326338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -13263374.000000 Penalty: 3874.294678
	Iteration 57Q: 3 clusters Score -1.326337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -13263376.000000 Penalty: 3874.294678
	Iteration 58Q: 3 clusters Score -1.326338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 145287 members 
Entering Unmasked Estep 
Score: -13263381.000000 Penalty: 3874.294678
	Iteration 59Q: 3 clusters Score -1.326338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -13263374.000000 Penalty: 3874.294678
	Iteration 60F: 3 clusters Score -1.326337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -13263377.000000 Penalty: 3874.294678
	Iteration 61Q: 3 clusters Score -1.326338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -13263393.000000 Penalty: 3874.294678
	Iteration 62Q: 3 clusters Score -1.326339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 145332 members 
Entering Unmasked Estep 
Score: -13263389.000000 Penalty: 3874.294678
	Iteration 63Q: 3 clusters Score -1.326339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -13263392.000000 Penalty: 3874.294678
	Iteration 64Q: 3 clusters Score -1.326339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -13263394.000000 Penalty: 3874.294678
	Iteration 65Q: 3 clusters Score -1.326339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -13263386.000000 Penalty: 3874.294678
	Iteration 66Q: 3 clusters Score -1.326339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -13263396.000000 Penalty: 3874.294678
	Iteration 67Q: 3 clusters Score -1.32634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -13263401.000000 Penalty: 3874.294678
	Iteration 68Q: 3 clusters Score -1.32634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -13263405.000000 Penalty: 3874.294678
	Iteration 69Q: 3 clusters Score -1.32634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -13263400.000000 Penalty: 3874.294678
	Iteration 70Q: 3 clusters Score -1.32634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 145392 members 
Entering Unmasked Estep 
Score: -13263401.000000 Penalty: 3874.294678
	Iteration 71Q: 3 clusters Score -1.32634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -13263404.000000 Penalty: 3874.294678
	Iteration 72Q: 3 clusters Score -1.32634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -13263398.000000 Penalty: 3874.294678
	Iteration 73Q: 3 clusters Score -1.32634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -13263400.000000 Penalty: 3874.294678
	Iteration 74Q: 3 clusters Score -1.32634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -13263395.000000 Penalty: 3874.294678
	Iteration 75Q: 3 clusters Score -1.32634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -13263404.000000 Penalty: 3874.294678
	Iteration 76Q: 3 clusters Score -1.32634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -13263402.000000 Penalty: 3874.294678
	Iteration 77Q: 3 clusters Score -1.32634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 145421 members 
Entering Unmasked Estep 
Score: -13263407.000000 Penalty: 3874.294678
	Iteration 78Q: 3 clusters Score -1.326341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -13263416.000000 Penalty: 3874.294678
	Iteration 79Q: 3 clusters Score -1.326342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -13263418.000000 Penalty: 3874.294678
	Iteration 80F: 3 clusters Score -1.326342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 145433 members 
Entering Unmasked Estep 
Score: -13263427.000000 Penalty: 3874.294678
	Iteration 81Q: 3 clusters Score -1.326343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 145440 members 
Entering Unmasked Estep 
Score: -13263415.000000 Penalty: 3874.294678
	Iteration 82Q: 3 clusters Score -1.326342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 145450 members 
Entering Unmasked Estep 
Score: -13263423.000000 Penalty: 3874.294678
	Iteration 83Q: 3 clusters Score -1.326342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -13263435.000000 Penalty: 3874.294678
	Iteration 84Q: 3 clusters Score -1.326344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -13263439.000000 Penalty: 3874.294678
	Iteration 85Q: 3 clusters Score -1.326344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 145476 members 
Entering Unmasked Estep 
Score: -13263429.000000 Penalty: 3874.294678
	Iteration 86Q: 3 clusters Score -1.326343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -13263429.000000 Penalty: 3874.294678
	Iteration 87Q: 3 clusters Score -1.326343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 145483 members 
Entering Unmasked Estep 
Score: -13263410.000000 Penalty: 3874.294678
	Iteration 88Q: 3 clusters Score -1.326341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -13263408.000000 Penalty: 3874.294678
	Iteration 89Q: 3 clusters Score -1.326341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 145492 members 
Entering Unmasked Estep 
Score: -13263400.000000 Penalty: 3874.294678
	Iteration 90Q: 3 clusters Score -1.32634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -13263400.000000 Penalty: 3874.294678
	Iteration 91Q: 3 clusters Score -1.32634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 145498 members 
Entering Unmasked Estep 
Score: -13263400.000000 Penalty: 3874.294678
	Iteration 92Q: 3 clusters Score -1.32634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -13263396.000000 Penalty: 3874.294678
	Iteration 93Q: 3 clusters Score -1.32634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -13263396.000000 Penalty: 3874.294678
	Iteration 94Q: 3 clusters Score -1.32634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 145503 members 
Entering Unmasked Estep 
Score: -13263393.000000 Penalty: 3874.294678
	Iteration 95Q: 3 clusters Score -1.326339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 145503 members 
Entering Unmasked Estep 
Score: -13263393.000000 Penalty: 3874.294678
	Iteration 96F: 3 clusters Score -1.326339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 21693 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61683 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 73074 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174664 members 
Mstep: Class 31 contains 5444 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Mstep: Class 36 contains 145503 members 
Entering Unmasked Estep 
Score: -76316328.000000 Penalty: 80174.804688
Splitting cluster 10 changes total score from -76316800.000000 to -76316328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -344287.156250 Penalty: 1348.876343
	Iteration 0F: 2 clusters Score -344287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -340920.093750 Penalty: 2697.752686
	Iteration 0F: 3 clusters Score -340920.1 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -341800.312500 Penalty: 2697.752686
	Iteration 1F: 3 clusters Score -341800.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -341972.531250 Penalty: 2697.752686
	Iteration 2F: 3 clusters Score -341972.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -342114.281250 Penalty: 2697.752686
	Iteration 3F: 3 clusters Score -342114.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -342214.625000 Penalty: 2697.752686
	Iteration 4Q: 3 clusters Score -342214.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -342316.125000 Penalty: 2697.752686
	Iteration 5Q: 3 clusters Score -342316.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -342459.593750 Penalty: 2697.752686
	Iteration 6Q: 3 clusters Score -342459.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342608.187500 Penalty: 2697.752686
	Iteration 7Q: 3 clusters Score -342608.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -342765.375000 Penalty: 2697.752686
	Iteration 8Q: 3 clusters Score -342765.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -342904.218750 Penalty: 2697.752686
	Iteration 9Q: 3 clusters Score -342904.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -343072.093750 Penalty: 2697.752686
	Iteration 10Q: 3 clusters Score -343072.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -343237.593750 Penalty: 2697.752686
	Iteration 11Q: 3 clusters Score -343237.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -343392.500000 Penalty: 2697.752686
	Iteration 12Q: 3 clusters Score -343392.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -343536.718750 Penalty: 2697.752686
	Iteration 13Q: 3 clusters Score -343536.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -343641.468750 Penalty: 2697.752686
	Iteration 14Q: 3 clusters Score -343641.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343704.843750 Penalty: 2697.752686
	Iteration 15Q: 3 clusters Score -343704.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -343745.875000 Penalty: 2697.752686
	Iteration 16Q: 3 clusters Score -343745.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -343778.718750 Penalty: 2697.752686
	Iteration 17Q: 3 clusters Score -343778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -343794.687500 Penalty: 2697.752686
	Iteration 18Q: 3 clusters Score -343794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -343803.906250 Penalty: 2697.752686
	Iteration 19Q: 3 clusters Score -343803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -343811.843750 Penalty: 2697.752686
	Iteration 20F: 3 clusters Score -343811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -343818.000000 Penalty: 2697.752686
	Iteration 21Q: 3 clusters Score -343818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -343819.843750 Penalty: 2697.752686
	Iteration 22Q: 3 clusters Score -343819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -343820.406250 Penalty: 2697.752686
	Iteration 23Q: 3 clusters Score -343820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -343820.406250 Penalty: 2697.752686
	Iteration 24F: 3 clusters Score -343820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -813390.000000 Penalty: 1481.782837
	Iteration 0F: 2 clusters Score -813390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -806789.375000 Penalty: 2963.565674
	Iteration 0F: 3 clusters Score -806789.4 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -808893.937500 Penalty: 2963.565674
	Iteration 1F: 3 clusters Score -808893.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -809168.812500 Penalty: 2963.565674
	Iteration 2F: 3 clusters Score -809168.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -809476.750000 Penalty: 2963.565674
	Iteration 3F: 3 clusters Score -809476.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -809747.562500 Penalty: 2963.565674
	Iteration 4F: 3 clusters Score -809747.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -809989.562500 Penalty: 2963.565674
	Iteration 5Q: 3 clusters Score -809989.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -810216.000000 Penalty: 2963.565674
	Iteration 6Q: 3 clusters Score -810216 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -810453.312500 Penalty: 2963.565674
	Iteration 7Q: 3 clusters Score -810453.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -810720.312500 Penalty: 2963.565674
	Iteration 8Q: 3 clusters Score -810720.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -810976.625000 Penalty: 2963.565674
	Iteration 9Q: 3 clusters Score -810976.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -811288.187500 Penalty: 2963.565674
	Iteration 10Q: 3 clusters Score -811288.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -811653.562500 Penalty: 2963.565674
	Iteration 11Q: 3 clusters Score -811653.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -812034.625000 Penalty: 2963.565674
	Iteration 12Q: 3 clusters Score -812034.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -812254.500000 Penalty: 2963.565674
	Iteration 13Q: 3 clusters Score -812254.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -812385.500000 Penalty: 2963.565674
	Iteration 14Q: 3 clusters Score -812385.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -812511.437500 Penalty: 2963.565674
	Iteration 15Q: 3 clusters Score -812511.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -812627.562500 Penalty: 2963.565674
	Iteration 16Q: 3 clusters Score -812627.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -812732.625000 Penalty: 2963.565674
	Iteration 17Q: 3 clusters Score -812732.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -812815.937500 Penalty: 2963.565674
	Iteration 18Q: 3 clusters Score -812815.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -812878.937500 Penalty: 2963.565674
	Iteration 19Q: 3 clusters Score -812878.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -812924.687500 Penalty: 2963.565674
	Iteration 20F: 3 clusters Score -812924.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -812960.375000 Penalty: 2963.565674
	Iteration 21Q: 3 clusters Score -812960.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -812984.000000 Penalty: 2963.565674
	Iteration 22Q: 3 clusters Score -812984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -813004.250000 Penalty: 2963.565674
	Iteration 23Q: 3 clusters Score -813004.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -813011.750000 Penalty: 2963.565674
	Iteration 24Q: 3 clusters Score -813011.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -813016.187500 Penalty: 2963.565674
	Iteration 25Q: 3 clusters Score -813016.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -813022.437500 Penalty: 2963.565674
	Iteration 26Q: 3 clusters Score -813022.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -813028.750000 Penalty: 2963.565674
	Iteration 27Q: 3 clusters Score -813028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -813029.562500 Penalty: 2963.565674
	Iteration 28Q: 3 clusters Score -813029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -813031.437500 Penalty: 2963.565674
	Iteration 29Q: 3 clusters Score -813031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -813031.937500 Penalty: 2963.565674
	Iteration 30Q: 3 clusters Score -813031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -813031.937500 Penalty: 2963.565674
	Iteration 31F: 3 clusters Score -813031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -955829.750000 Penalty: 1511.130859
	Iteration 0F: 2 clusters Score -955829.8 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 5475 members 
Entering Unmasked Estep 
Score: -948037.000000 Penalty: 3022.261719
	Iteration 0F: 3 clusters Score -948037 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -950553.312500 Penalty: 3022.261719
	Iteration 1F: 3 clusters Score -950553.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -950802.937500 Penalty: 3022.261719
	Iteration 2F: 3 clusters Score -950802.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -951007.812500 Penalty: 3022.261719
	Iteration 3Q: 3 clusters Score -951007.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -951205.687500 Penalty: 3022.261719
	Iteration 4Q: 3 clusters Score -951205.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -951399.250000 Penalty: 3022.261719
	Iteration 5Q: 3 clusters Score -951399.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -951627.562500 Penalty: 3022.261719
	Iteration 6Q: 3 clusters Score -951627.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -951908.312500 Penalty: 3022.261719
	Iteration 7Q: 3 clusters Score -951908.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -952229.437500 Penalty: 3022.261719
	Iteration 8Q: 3 clusters Score -952229.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -952576.062500 Penalty: 3022.261719
	Iteration 9F: 3 clusters Score -952576.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -952959.562500 Penalty: 3022.261719
	Iteration 10Q: 3 clusters Score -952959.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -953353.125000 Penalty: 3022.261719
	Iteration 11Q: 3 clusters Score -953353.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -953740.812500 Penalty: 3022.261719
	Iteration 12Q: 3 clusters Score -953740.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -954083.375000 Penalty: 3022.261719
	Iteration 13Q: 3 clusters Score -954083.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -954348.687500 Penalty: 3022.261719
	Iteration 14Q: 3 clusters Score -954348.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -954482.562500 Penalty: 3022.261719
	Iteration 15Q: 3 clusters Score -954482.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -954563.375000 Penalty: 3022.261719
	Iteration 16Q: 3 clusters Score -954563.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -954606.187500 Penalty: 3022.261719
	Iteration 17Q: 3 clusters Score -954606.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -954633.375000 Penalty: 3022.261719
	Iteration 18Q: 3 clusters Score -954633.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -954649.937500 Penalty: 3022.261719
	Iteration 19Q: 3 clusters Score -954649.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -954660.875000 Penalty: 3022.261719
	Iteration 20F: 3 clusters Score -954660.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -954667.687500 Penalty: 3022.261719
	Iteration 21Q: 3 clusters Score -954667.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -954670.500000 Penalty: 3022.261719
	Iteration 22Q: 3 clusters Score -954670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -954675.812500 Penalty: 3022.261719
	Iteration 23Q: 3 clusters Score -954675.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -954678.375000 Penalty: 3022.261719
	Iteration 24Q: 3 clusters Score -954678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -954680.375000 Penalty: 3022.261719
	Iteration 25Q: 3 clusters Score -954680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -954681.750000 Penalty: 3022.261719
	Iteration 26Q: 3 clusters Score -954681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -954683.375000 Penalty: 3022.261719
	Iteration 27Q: 3 clusters Score -954683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -954682.937500 Penalty: 3022.261719
	Iteration 28Q: 3 clusters Score -954682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -954684.437500 Penalty: 3022.261719
	Iteration 29Q: 3 clusters Score -954684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -954685.125000 Penalty: 3022.261719
	Iteration 30Q: 3 clusters Score -954685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -954685.937500 Penalty: 3022.261719
	Iteration 31Q: 3 clusters Score -954685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -954685.937500 Penalty: 3022.261719
	Iteration 32F: 3 clusters Score -954685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -299807.343750 Penalty: 1327.286865
	Iteration 0F: 2 clusters Score -299807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -296774.312500 Penalty: 2654.573730
	Iteration 0F: 3 clusters Score -296774.3 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297664.125000 Penalty: 2654.573730
	Iteration 1F: 3 clusters Score -297664.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -297851.562500 Penalty: 2654.573730
	Iteration 2F: 3 clusters Score -297851.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -298001.562500 Penalty: 2654.573730
	Iteration 3F: 3 clusters Score -298001.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -298131.187500 Penalty: 2654.573730
	Iteration 4F: 3 clusters Score -298131.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -298258.250000 Penalty: 2654.573730
	Iteration 5Q: 3 clusters Score -298258.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298407.500000 Penalty: 2654.573730
	Iteration 6F: 3 clusters Score -298407.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298527.906250 Penalty: 2654.573730
	Iteration 7Q: 3 clusters Score -298527.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -298663.218750 Penalty: 2654.573730
	Iteration 8Q: 3 clusters Score -298663.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298786.781250 Penalty: 2654.573730
	Iteration 9Q: 3 clusters Score -298786.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -298928.906250 Penalty: 2654.573730
	Iteration 10Q: 3 clusters Score -298928.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -299067.468750 Penalty: 2654.573730
	Iteration 11Q: 3 clusters Score -299067.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -299140.562500 Penalty: 2654.573730
	Iteration 12Q: 3 clusters Score -299140.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -299187.187500 Penalty: 2654.573730
	Iteration 13Q: 3 clusters Score -299187.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -299230.656250 Penalty: 2654.573730
	Iteration 14Q: 3 clusters Score -299230.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -299252.781250 Penalty: 2654.573730
	Iteration 15Q: 3 clusters Score -299252.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -299268.000000 Penalty: 2654.573730
	Iteration 16Q: 3 clusters Score -299268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -299281.000000 Penalty: 2654.573730
	Iteration 17Q: 3 clusters Score -299281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -299296.718750 Penalty: 2654.573730
	Iteration 18Q: 3 clusters Score -299296.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -299311.562500 Penalty: 2654.573730
	Iteration 19Q: 3 clusters Score -299311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -299320.343750 Penalty: 2654.573730
	Iteration 20F: 3 clusters Score -299320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -299325.312500 Penalty: 2654.573730
	Iteration 21Q: 3 clusters Score -299325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -299327.937500 Penalty: 2654.573730
	Iteration 22Q: 3 clusters Score -299327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -299329.687500 Penalty: 2654.573730
	Iteration 23Q: 3 clusters Score -299329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -299330.000000 Penalty: 2654.573730
	Iteration 24Q: 3 clusters Score -299330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -299330.718750 Penalty: 2654.573730
	Iteration 25Q: 3 clusters Score -299330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -299331.625000 Penalty: 2654.573730
	Iteration 26Q: 3 clusters Score -299331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -299331.593750 Penalty: 2654.573730
	Iteration 27Q: 3 clusters Score -299331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -299331.593750 Penalty: 2654.573730
	Iteration 28F: 3 clusters Score -299331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Entering Unmasked Estep 
Score: -1864168.625000 Penalty: 1637.959229
	Iteration 0F: 2 clusters Score -1864169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1847930.875000 Penalty: 3275.918457
	Iteration 0F: 3 clusters Score -1847931 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1854098.500000 Penalty: 3275.918457
	Iteration 1F: 3 clusters Score -1854098 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1854603.750000 Penalty: 3275.918457
	Iteration 2F: 3 clusters Score -1854604 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1855302.750000 Penalty: 3275.918457
	Iteration 3F: 3 clusters Score -1855303 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1856162.125000 Penalty: 3275.918457
	Iteration 4F: 3 clusters Score -1856162 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1857268.625000 Penalty: 3275.918457
	Iteration 5F: 3 clusters Score -1857269 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1858421.250000 Penalty: 3275.918457
	Iteration 6F: 3 clusters Score -1858421 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1859579.250000 Penalty: 3275.918457
	Iteration 7F: 3 clusters Score -1859579 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1860555.125000 Penalty: 3275.918457
	Iteration 8F: 3 clusters Score -1860555 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1861349.375000 Penalty: 3275.918457
	Iteration 9Q: 3 clusters Score -1861349 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1861923.500000 Penalty: 3275.918457
	Iteration 10Q: 3 clusters Score -1861924 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1862282.875000 Penalty: 3275.918457
	Iteration 11Q: 3 clusters Score -1862283 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1862498.250000 Penalty: 3275.918457
	Iteration 12Q: 3 clusters Score -1862498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1862645.250000 Penalty: 3275.918457
	Iteration 13Q: 3 clusters Score -1862645 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1862763.625000 Penalty: 3275.918457
	Iteration 14Q: 3 clusters Score -1862764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1862822.000000 Penalty: 3275.918457
	Iteration 15Q: 3 clusters Score -1862822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1862854.125000 Penalty: 3275.918457
	Iteration 16Q: 3 clusters Score -1862854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1862865.250000 Penalty: 3275.918457
	Iteration 17Q: 3 clusters Score -1862865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1862874.500000 Penalty: 3275.918457
	Iteration 18Q: 3 clusters Score -1862874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1862881.875000 Penalty: 3275.918457
	Iteration 19Q: 3 clusters Score -1862882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1862889.625000 Penalty: 3275.918457
	Iteration 20F: 3 clusters Score -1862890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1862890.125000 Penalty: 3275.918457
	Iteration 21Q: 3 clusters Score -1862890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1862892.625000 Penalty: 3275.918457
	Iteration 22Q: 3 clusters Score -1862893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1862897.500000 Penalty: 3275.918457
	Iteration 23Q: 3 clusters Score -1862898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1862901.000000 Penalty: 3275.918457
	Iteration 24Q: 3 clusters Score -1862901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1862901.000000 Penalty: 3275.918457
	Iteration 25Q: 3 clusters Score -1862901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1862904.875000 Penalty: 3275.918457
	Iteration 26Q: 3 clusters Score -1862905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1862910.625000 Penalty: 3275.918457
	Iteration 27Q: 3 clusters Score -1862911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1862909.000000 Penalty: 3275.918457
	Iteration 28Q: 3 clusters Score -1862909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1862907.375000 Penalty: 3275.918457
	Iteration 29Q: 3 clusters Score -1862907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1862910.000000 Penalty: 3275.918457
	Iteration 30Q: 3 clusters Score -1862910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1862909.625000 Penalty: 3275.918457
	Iteration 31Q: 3 clusters Score -1862910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1862913.500000 Penalty: 3275.918457
	Iteration 32Q: 3 clusters Score -1862914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1862913.500000 Penalty: 3275.918457
	Iteration 33F: 3 clusters Score -1862914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -1536890.000000 Penalty: 1589.730469
	Iteration 0F: 2 clusters Score -1536890 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 8744 members 
Entering Unmasked Estep 
Score: -1524769.250000 Penalty: 3179.460938
	Iteration 0F: 3 clusters Score -1524769 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1529407.500000 Penalty: 3179.460938
	Iteration 1F: 3 clusters Score -1529408 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1530135.000000 Penalty: 3179.460938
	Iteration 2F: 3 clusters Score -1530135 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1531034.125000 Penalty: 3179.460938
	Iteration 3F: 3 clusters Score -1531034 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1531868.500000 Penalty: 3179.460938
	Iteration 4F: 3 clusters Score -1531868 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1532577.875000 Penalty: 3179.460938
	Iteration 5F: 3 clusters Score -1532578 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1533181.250000 Penalty: 3179.460938
	Iteration 6F: 3 clusters Score -1533181 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1533658.250000 Penalty: 3179.460938
	Iteration 7Q: 3 clusters Score -1533658 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1534067.500000 Penalty: 3179.460938
	Iteration 8Q: 3 clusters Score -1534068 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1534421.750000 Penalty: 3179.460938
	Iteration 9Q: 3 clusters Score -1534422 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1534742.000000 Penalty: 3179.460938
	Iteration 10Q: 3 clusters Score -1534742 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1534957.625000 Penalty: 3179.460938
	Iteration 11Q: 3 clusters Score -1534958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1535114.500000 Penalty: 3179.460938
	Iteration 12Q: 3 clusters Score -1535114 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1535220.875000 Penalty: 3179.460938
	Iteration 13Q: 3 clusters Score -1535221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1535303.875000 Penalty: 3179.460938
	Iteration 14Q: 3 clusters Score -1535304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1535348.000000 Penalty: 3179.460938
	Iteration 15Q: 3 clusters Score -1535348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1535380.125000 Penalty: 3179.460938
	Iteration 16Q: 3 clusters Score -1535380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1535406.750000 Penalty: 3179.460938
	Iteration 17Q: 3 clusters Score -1535407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1535420.750000 Penalty: 3179.460938
	Iteration 18Q: 3 clusters Score -1535421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1535438.625000 Penalty: 3179.460938
	Iteration 19Q: 3 clusters Score -1535439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1535456.375000 Penalty: 3179.460938
	Iteration 20F: 3 clusters Score -1535456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1535469.750000 Penalty: 3179.460938
	Iteration 21Q: 3 clusters Score -1535470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1535483.375000 Penalty: 3179.460938
	Iteration 22Q: 3 clusters Score -1535483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1535492.250000 Penalty: 3179.460938
	Iteration 23Q: 3 clusters Score -1535492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1535502.875000 Penalty: 3179.460938
	Iteration 24Q: 3 clusters Score -1535503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1535509.875000 Penalty: 3179.460938
	Iteration 25Q: 3 clusters Score -1535510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1535520.125000 Penalty: 3179.460938
	Iteration 26Q: 3 clusters Score -1535520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1535526.875000 Penalty: 3179.460938
	Iteration 27Q: 3 clusters Score -1535527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1535528.875000 Penalty: 3179.460938
	Iteration 28Q: 3 clusters Score -1535529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1535532.375000 Penalty: 3179.460938
	Iteration 29Q: 3 clusters Score -1535532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1535547.000000 Penalty: 3179.460938
	Iteration 30Q: 3 clusters Score -1535547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1535555.000000 Penalty: 3179.460938
	Iteration 31Q: 3 clusters Score -1535555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1535561.875000 Penalty: 3179.460938
	Iteration 32Q: 3 clusters Score -1535562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1535567.125000 Penalty: 3179.460938
	Iteration 33Q: 3 clusters Score -1535567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1535579.000000 Penalty: 3179.460938
	Iteration 34Q: 3 clusters Score -1535579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1535585.125000 Penalty: 3179.460938
	Iteration 35Q: 3 clusters Score -1535585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1535589.125000 Penalty: 3179.460938
	Iteration 36Q: 3 clusters Score -1535589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1535591.500000 Penalty: 3179.460938
	Iteration 37Q: 3 clusters Score -1535592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1535591.375000 Penalty: 3179.460938
	Iteration 38Q: 3 clusters Score -1535591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1535591.375000 Penalty: 3179.460938
	Iteration 39Q: 3 clusters Score -1535591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1535594.000000 Penalty: 3179.460938
	Iteration 40F: 3 clusters Score -1535594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1535593.750000 Penalty: 3179.460938
	Iteration 41Q: 3 clusters Score -1535594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1535593.750000 Penalty: 3179.460938
	Iteration 42F: 3 clusters Score -1535594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Entering Unmasked Estep 
Score: -3397776.250000 Penalty: 1714.343262
	Iteration 0F: 2 clusters Score -3397776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3372241.500000 Penalty: 3428.686523
	Iteration 0F: 3 clusters Score -3372242 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3382190.750000 Penalty: 3428.686523
	Iteration 1F: 3 clusters Score -3382191 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3382925.750000 Penalty: 3428.686523
	Iteration 2F: 3 clusters Score -3382926 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3383880.250000 Penalty: 3428.686523
	Iteration 3F: 3 clusters Score -3383880 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3385136.250000 Penalty: 3428.686523
	Iteration 4F: 3 clusters Score -3385136 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3386772.250000 Penalty: 3428.686523
	Iteration 5F: 3 clusters Score -3386772 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3388644.000000 Penalty: 3428.686523
	Iteration 6F: 3 clusters Score -3388644 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3390588.500000 Penalty: 3428.686523
	Iteration 7F: 3 clusters Score -3390588 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3392212.000000 Penalty: 3428.686523
	Iteration 8Q: 3 clusters Score -3392212 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3393435.250000 Penalty: 3428.686523
	Iteration 9Q: 3 clusters Score -3393435 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3394197.500000 Penalty: 3428.686523
	Iteration 10Q: 3 clusters Score -3394198 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3394614.000000 Penalty: 3428.686523
	Iteration 11Q: 3 clusters Score -3394614 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3394896.750000 Penalty: 3428.686523
	Iteration 12Q: 3 clusters Score -3394897 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -3395097.750000 Penalty: 3428.686523
	Iteration 13Q: 3 clusters Score -3395098 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3395270.000000 Penalty: 3428.686523
	Iteration 14Q: 3 clusters Score -3395270 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -3395400.250000 Penalty: 3428.686523
	Iteration 15Q: 3 clusters Score -3395400 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3395501.250000 Penalty: 3428.686523
	Iteration 16Q: 3 clusters Score -3395501 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3395598.500000 Penalty: 3428.686523
	Iteration 17Q: 3 clusters Score -3395598 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3395701.000000 Penalty: 3428.686523
	Iteration 18Q: 3 clusters Score -3395701 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3395803.500000 Penalty: 3428.686523
	Iteration 19Q: 3 clusters Score -3395804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3395876.000000 Penalty: 3428.686523
	Iteration 20F: 3 clusters Score -3395876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3395934.750000 Penalty: 3428.686523
	Iteration 21Q: 3 clusters Score -3395935 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3395994.500000 Penalty: 3428.686523
	Iteration 22Q: 3 clusters Score -3395994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3396044.250000 Penalty: 3428.686523
	Iteration 23Q: 3 clusters Score -3396044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -3396106.750000 Penalty: 3428.686523
	Iteration 24Q: 3 clusters Score -3396107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3396144.250000 Penalty: 3428.686523
	Iteration 25Q: 3 clusters Score -3396144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3396171.250000 Penalty: 3428.686523
	Iteration 26Q: 3 clusters Score -3396171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3396193.500000 Penalty: 3428.686523
	Iteration 27Q: 3 clusters Score -3396194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3396214.500000 Penalty: 3428.686523
	Iteration 28Q: 3 clusters Score -3396214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3396237.250000 Penalty: 3428.686523
	Iteration 29Q: 3 clusters Score -3396237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3396252.750000 Penalty: 3428.686523
	Iteration 30Q: 3 clusters Score -3396253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -3396272.500000 Penalty: 3428.686523
	Iteration 31Q: 3 clusters Score -3396272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3396278.250000 Penalty: 3428.686523
	Iteration 32Q: 3 clusters Score -3396278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -3396283.250000 Penalty: 3428.686523
	Iteration 33Q: 3 clusters Score -3396283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3396294.250000 Penalty: 3428.686523
	Iteration 34Q: 3 clusters Score -3396294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -3396299.250000 Penalty: 3428.686523
	Iteration 35Q: 3 clusters Score -3396299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3396302.500000 Penalty: 3428.686523
	Iteration 36Q: 3 clusters Score -3396302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -3396313.250000 Penalty: 3428.686523
	Iteration 37Q: 3 clusters Score -3396313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -3396318.250000 Penalty: 3428.686523
	Iteration 38Q: 3 clusters Score -3396318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3396316.250000 Penalty: 3428.686523
	Iteration 39Q: 3 clusters Score -3396316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3396322.250000 Penalty: 3428.686523
	Iteration 40F: 3 clusters Score -3396322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -3396326.250000 Penalty: 3428.686523
	Iteration 41Q: 3 clusters Score -3396326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3396331.250000 Penalty: 3428.686523
	Iteration 42Q: 3 clusters Score -3396331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -3396331.750000 Penalty: 3428.686523
	Iteration 43Q: 3 clusters Score -3396332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -3396338.250000 Penalty: 3428.686523
	Iteration 44Q: 3 clusters Score -3396338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -3396339.000000 Penalty: 3428.686523
	Iteration 45Q: 3 clusters Score -3396339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3396336.750000 Penalty: 3428.686523
	Iteration 46Q: 3 clusters Score -3396337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3396338.750000 Penalty: 3428.686523
	Iteration 47Q: 3 clusters Score -3396339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -3396338.500000 Penalty: 3428.686523
	Iteration 48Q: 3 clusters Score -3396338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -3396338.500000 Penalty: 3428.686523
	Iteration 49F: 3 clusters Score -3396338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -50793.632812 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -50793.63 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 325 members 
Entering Unmasked Estep 
Score: -49641.933594 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -49641.93 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49830.765625 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -49830.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49876.296875 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -49876.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49903.160156 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -49903.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49932.976562 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -49932.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49941.609375 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -49941.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49948.507812 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -49948.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49953.296875 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -49953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49955.796875 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -49955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49961.433594 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -49961.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49965.011719 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -49965.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49965.011719 Penalty: 2099.468994
	Iteration 11F: 3 clusters Score -49965.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -45932.023438 Penalty: 1070.700562
	Iteration 0F: 2 clusters Score -45932.02 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 378 members 
Entering Unmasked Estep 
Score: -44750.015625 Penalty: 2141.401123
	Iteration 0F: 3 clusters Score -44750.02 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45097.460938 Penalty: 2141.401123
	Iteration 1F: 3 clusters Score -45097.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45245.949219 Penalty: 2141.401123
	Iteration 2F: 3 clusters Score -45245.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45392.132812 Penalty: 2141.401123
	Iteration 3F: 3 clusters Score -45392.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45456.558594 Penalty: 2141.401123
	Iteration 4Q: 3 clusters Score -45456.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45501.332031 Penalty: 2141.401123
	Iteration 5Q: 3 clusters Score -45501.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45527.703125 Penalty: 2141.401123
	Iteration 6Q: 3 clusters Score -45527.7 nChanged 10
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: -45543.597656 Penalty: 2141.401123
	Iteration 7Q: 3 clusters Score -45543.6 nChanged 5
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: -45551.902344 Penalty: 2141.401123
	Iteration 8Q: 3 clusters Score -45551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45563.996094 Penalty: 2141.401123
	Iteration 9Q: 3 clusters Score -45564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45573.585938 Penalty: 2141.401123
	Iteration 10Q: 3 clusters Score -45573.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45583.324219 Penalty: 2141.401123
	Iteration 11Q: 3 clusters Score -45583.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45592.378906 Penalty: 2141.401123
	Iteration 12Q: 3 clusters Score -45592.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45598.902344 Penalty: 2141.401123
	Iteration 13Q: 3 clusters Score -45598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45611.429688 Penalty: 2141.401123
	Iteration 14Q: 3 clusters Score -45611.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45657.542969 Penalty: 2141.401123
	Iteration 15Q: 3 clusters Score -45657.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45716.363281 Penalty: 2141.401123
	Iteration 16Q: 3 clusters Score -45716.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45739.398438 Penalty: 2141.401123
	Iteration 17Q: 3 clusters Score -45739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45759.695312 Penalty: 2141.401123
	Iteration 18Q: 3 clusters Score -45759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45771.558594 Penalty: 2141.401123
	Iteration 19Q: 3 clusters Score -45771.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45772.644531 Penalty: 2141.401123
	Iteration 20F: 3 clusters Score -45772.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45774.570312 Penalty: 2141.401123
	Iteration 21Q: 3 clusters Score -45774.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45776.144531 Penalty: 2141.401123
	Iteration 22Q: 3 clusters Score -45776.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45776.144531 Penalty: 2141.401123
	Iteration 23F: 3 clusters Score -45776.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Entering Unmasked Estep 
Score: -992466.875000 Penalty: 1524.974976
	Iteration 0F: 2 clusters Score -992466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -984042.250000 Penalty: 3049.949951
	Iteration 0F: 3 clusters Score -984042.2 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -986944.062500 Penalty: 3049.949951
	Iteration 1F: 3 clusters Score -986944.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -987305.875000 Penalty: 3049.949951
	Iteration 2F: 3 clusters Score -987305.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -987651.000000 Penalty: 3049.949951
	Iteration 3F: 3 clusters Score -987651 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -987990.375000 Penalty: 3049.949951
	Iteration 4F: 3 clusters Score -987990.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -988276.500000 Penalty: 3049.949951
	Iteration 5Q: 3 clusters Score -988276.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -988515.312500 Penalty: 3049.949951
	Iteration 6Q: 3 clusters Score -988515.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -988741.437500 Penalty: 3049.949951
	Iteration 7Q: 3 clusters Score -988741.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -988941.937500 Penalty: 3049.949951
	Iteration 8Q: 3 clusters Score -988941.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -989142.437500 Penalty: 3049.949951
	Iteration 9Q: 3 clusters Score -989142.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -989342.625000 Penalty: 3049.949951
	Iteration 10Q: 3 clusters Score -989342.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -989534.875000 Penalty: 3049.949951
	Iteration 11Q: 3 clusters Score -989534.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -989730.500000 Penalty: 3049.949951
	Iteration 12Q: 3 clusters Score -989730.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -989906.812500 Penalty: 3049.949951
	Iteration 13Q: 3 clusters Score -989906.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -990028.625000 Penalty: 3049.949951
	Iteration 14Q: 3 clusters Score -990028.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -990117.687500 Penalty: 3049.949951
	Iteration 15Q: 3 clusters Score -990117.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -990194.750000 Penalty: 3049.949951
	Iteration 16Q: 3 clusters Score -990194.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -990258.437500 Penalty: 3049.949951
	Iteration 17Q: 3 clusters Score -990258.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -990294.687500 Penalty: 3049.949951
	Iteration 18Q: 3 clusters Score -990294.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -990321.062500 Penalty: 3049.949951
	Iteration 19Q: 3 clusters Score -990321.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -990341.000000 Penalty: 3049.949951
	Iteration 20F: 3 clusters Score -990341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -990357.062500 Penalty: 3049.949951
	Iteration 21Q: 3 clusters Score -990357.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -990367.687500 Penalty: 3049.949951
	Iteration 22Q: 3 clusters Score -990367.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -990381.250000 Penalty: 3049.949951
	Iteration 23Q: 3 clusters Score -990381.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -990391.937500 Penalty: 3049.949951
	Iteration 24Q: 3 clusters Score -990391.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -990404.312500 Penalty: 3049.949951
	Iteration 25Q: 3 clusters Score -990404.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -990413.500000 Penalty: 3049.949951
	Iteration 26Q: 3 clusters Score -990413.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -990424.125000 Penalty: 3049.949951
	Iteration 27Q: 3 clusters Score -990424.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -990439.500000 Penalty: 3049.949951
	Iteration 28Q: 3 clusters Score -990439.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -990450.625000 Penalty: 3049.949951
	Iteration 29Q: 3 clusters Score -990450.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -990457.812500 Penalty: 3049.949951
	Iteration 30Q: 3 clusters Score -990457.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -990479.500000 Penalty: 3049.949951
	Iteration 31Q: 3 clusters Score -990479.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -990496.812500 Penalty: 3049.949951
	Iteration 32Q: 3 clusters Score -990496.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -990513.125000 Penalty: 3049.949951
	Iteration 33Q: 3 clusters Score -990513.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -990534.375000 Penalty: 3049.949951
	Iteration 34Q: 3 clusters Score -990534.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -990555.687500 Penalty: 3049.949951
	Iteration 35Q: 3 clusters Score -990555.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -990582.562500 Penalty: 3049.949951
	Iteration 36Q: 3 clusters Score -990582.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -990606.687500 Penalty: 3049.949951
	Iteration 37Q: 3 clusters Score -990606.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -990628.187500 Penalty: 3049.949951
	Iteration 38Q: 3 clusters Score -990628.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -990645.937500 Penalty: 3049.949951
	Iteration 39Q: 3 clusters Score -990645.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -990662.937500 Penalty: 3049.949951
	Iteration 40F: 3 clusters Score -990662.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -990684.312500 Penalty: 3049.949951
	Iteration 41Q: 3 clusters Score -990684.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -990722.375000 Penalty: 3049.949951
	Iteration 42Q: 3 clusters Score -990722.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -990754.125000 Penalty: 3049.949951
	Iteration 43Q: 3 clusters Score -990754.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -990779.562500 Penalty: 3049.949951
	Iteration 44Q: 3 clusters Score -990779.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -990797.812500 Penalty: 3049.949951
	Iteration 45Q: 3 clusters Score -990797.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -990816.250000 Penalty: 3049.949951
	Iteration 46Q: 3 clusters Score -990816.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -990833.562500 Penalty: 3049.949951
	Iteration 47Q: 3 clusters Score -990833.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -990856.812500 Penalty: 3049.949951
	Iteration 48Q: 3 clusters Score -990856.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -990885.062500 Penalty: 3049.949951
	Iteration 49Q: 3 clusters Score -990885.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -990905.750000 Penalty: 3049.949951
	Iteration 50Q: 3 clusters Score -990905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -990923.687500 Penalty: 3049.949951
	Iteration 51Q: 3 clusters Score -990923.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -990937.187500 Penalty: 3049.949951
	Iteration 52Q: 3 clusters Score -990937.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -990954.187500 Penalty: 3049.949951
	Iteration 53Q: 3 clusters Score -990954.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -990959.625000 Penalty: 3049.949951
	Iteration 54Q: 3 clusters Score -990959.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -990968.312500 Penalty: 3049.949951
	Iteration 55Q: 3 clusters Score -990968.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -990971.562500 Penalty: 3049.949951
	Iteration 56Q: 3 clusters Score -990971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -990975.125000 Penalty: 3049.949951
	Iteration 57Q: 3 clusters Score -990975.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -990979.437500 Penalty: 3049.949951
	Iteration 58Q: 3 clusters Score -990979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -990984.312500 Penalty: 3049.949951
	Iteration 59Q: 3 clusters Score -990984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -990986.187500 Penalty: 3049.949951
	Iteration 60F: 3 clusters Score -990986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -990989.187500 Penalty: 3049.949951
	Iteration 61Q: 3 clusters Score -990989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -990989.250000 Penalty: 3049.949951
	Iteration 62Q: 3 clusters Score -990989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -990992.875000 Penalty: 3049.949951
	Iteration 63Q: 3 clusters Score -990992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -990996.125000 Penalty: 3049.949951
	Iteration 64Q: 3 clusters Score -990996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -990996.625000 Penalty: 3049.949951
	Iteration 65Q: 3 clusters Score -990996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -990995.687500 Penalty: 3049.949951
	Iteration 66Q: 3 clusters Score -990995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -990996.375000 Penalty: 3049.949951
	Iteration 67Q: 3 clusters Score -990996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -990998.875000 Penalty: 3049.949951
	Iteration 68Q: 3 clusters Score -990998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -990999.312500 Penalty: 3049.949951
	Iteration 69Q: 3 clusters Score -990999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -991000.312500 Penalty: 3049.949951
	Iteration 70Q: 3 clusters Score -991000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -991002.937500 Penalty: 3049.949951
	Iteration 71Q: 3 clusters Score -991002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -991006.812500 Penalty: 3049.949951
	Iteration 72Q: 3 clusters Score -991006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -991004.562500 Penalty: 3049.949951
	Iteration 73Q: 3 clusters Score -991004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -991006.062500 Penalty: 3049.949951
	Iteration 74Q: 3 clusters Score -991006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -991006.125000 Penalty: 3049.949951
	Iteration 75Q: 3 clusters Score -991006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -991004.812500 Penalty: 3049.949951
	Iteration 76Q: 3 clusters Score -991004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -991007.000000 Penalty: 3049.949951
	Iteration 77Q: 3 clusters Score -991007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -991009.125000 Penalty: 3049.949951
	Iteration 78Q: 3 clusters Score -991009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -991010.312500 Penalty: 3049.949951
	Iteration 79Q: 3 clusters Score -991010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -991011.062500 Penalty: 3049.949951
	Iteration 80F: 3 clusters Score -991011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -991010.375000 Penalty: 3049.949951
	Iteration 81Q: 3 clusters Score -991010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -991010.187500 Penalty: 3049.949951
	Iteration 82Q: 3 clusters Score -991010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -991012.062500 Penalty: 3049.949951
	Iteration 83Q: 3 clusters Score -991012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -991011.437500 Penalty: 3049.949951
	Iteration 84Q: 3 clusters Score -991011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -991015.062500 Penalty: 3049.949951
	Iteration 85Q: 3 clusters Score -991015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -991015.312500 Penalty: 3049.949951
	Iteration 86Q: 3 clusters Score -991015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -991015.687500 Penalty: 3049.949951
	Iteration 87Q: 3 clusters Score -991015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -991016.187500 Penalty: 3049.949951
	Iteration 88Q: 3 clusters Score -991016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -991016.187500 Penalty: 3049.949951
	Iteration 89F: 3 clusters Score -991016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -136544.859375 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -136544.9 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 840 members 
Entering Unmasked Estep 
Score: -134679.578125 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -134679.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135056.234375 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -135056.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135171.281250 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -135171.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135255.828125 Penalty: 2412.659668
	Iteration 3Q: 3 clusters Score -135255.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135361.734375 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -135361.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135469.046875 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -135469 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -135566.375000 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -135566.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -135645.312500 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -135645.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -135717.578125 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -135717.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -135757.812500 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -135757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -135796.859375 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -135796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -135847.546875 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -135847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -135925.937500 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -135925.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136009.718750 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -136009.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -136065.937500 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -136065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -136102.281250 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -136102.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136127.515625 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -136127.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136152.468750 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -136152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -136160.906250 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -136160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136166.250000 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -136166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136167.921875 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -136167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -136168.984375 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -136169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136169.546875 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -136169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136169.546875 Penalty: 2412.659668
	Iteration 23F: 3 clusters Score -136169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Entering Unmasked Estep 
Score: -3937476.750000 Penalty: 1740.872437
	Iteration 0F: 2 clusters Score -3937477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3907418.250000 Penalty: 3481.744873
	Iteration 0F: 3 clusters Score -3907418 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3919264.750000 Penalty: 3481.744873
	Iteration 1F: 3 clusters Score -3919265 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3919848.000000 Penalty: 3481.744873
	Iteration 2Q: 3 clusters Score -3919848 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3920424.500000 Penalty: 3481.744873
	Iteration 3Q: 3 clusters Score -3920424 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3921091.250000 Penalty: 3481.744873
	Iteration 4Q: 3 clusters Score -3921091 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3921988.500000 Penalty: 3481.744873
	Iteration 5Q: 3 clusters Score -3921988 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3923138.250000 Penalty: 3481.744873
	Iteration 6Q: 3 clusters Score -3923138 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3924524.250000 Penalty: 3481.744873
	Iteration 7Q: 3 clusters Score -3924524 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3926083.750000 Penalty: 3481.744873
	Iteration 8F: 3 clusters Score -3926084 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3927530.500000 Penalty: 3481.744873
	Iteration 9F: 3 clusters Score -3927530 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3928642.750000 Penalty: 3481.744873
	Iteration 10Q: 3 clusters Score -3928643 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3929462.750000 Penalty: 3481.744873
	Iteration 11Q: 3 clusters Score -3929463 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3930094.750000 Penalty: 3481.744873
	Iteration 12Q: 3 clusters Score -3930095 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3930690.250000 Penalty: 3481.744873
	Iteration 13Q: 3 clusters Score -3930690 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3931162.750000 Penalty: 3481.744873
	Iteration 14Q: 3 clusters Score -3931163 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3931638.250000 Penalty: 3481.744873
	Iteration 15Q: 3 clusters Score -3931638 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3932152.750000 Penalty: 3481.744873
	Iteration 16Q: 3 clusters Score -3932153 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3932633.250000 Penalty: 3481.744873
	Iteration 17Q: 3 clusters Score -3932633 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3933083.250000 Penalty: 3481.744873
	Iteration 18Q: 3 clusters Score -3933083 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3933564.250000 Penalty: 3481.744873
	Iteration 19Q: 3 clusters Score -3933564 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3933997.750000 Penalty: 3481.744873
	Iteration 20F: 3 clusters Score -3933998 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3934418.750000 Penalty: 3481.744873
	Iteration 21Q: 3 clusters Score -3934419 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3934815.750000 Penalty: 3481.744873
	Iteration 22Q: 3 clusters Score -3934816 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3935107.000000 Penalty: 3481.744873
	Iteration 23Q: 3 clusters Score -3935107 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3935386.500000 Penalty: 3481.744873
	Iteration 24Q: 3 clusters Score -3935386 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3935552.250000 Penalty: 3481.744873
	Iteration 25Q: 3 clusters Score -3935552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3935681.250000 Penalty: 3481.744873
	Iteration 26Q: 3 clusters Score -3935681 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3935773.250000 Penalty: 3481.744873
	Iteration 27Q: 3 clusters Score -3935773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3935829.750000 Penalty: 3481.744873
	Iteration 28Q: 3 clusters Score -3935830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3935875.500000 Penalty: 3481.744873
	Iteration 29Q: 3 clusters Score -3935876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3935911.750000 Penalty: 3481.744873
	Iteration 30Q: 3 clusters Score -3935912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3935941.250000 Penalty: 3481.744873
	Iteration 31Q: 3 clusters Score -3935941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3935962.500000 Penalty: 3481.744873
	Iteration 32Q: 3 clusters Score -3935962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3935970.250000 Penalty: 3481.744873
	Iteration 33Q: 3 clusters Score -3935970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3935973.750000 Penalty: 3481.744873
	Iteration 34Q: 3 clusters Score -3935974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3935980.750000 Penalty: 3481.744873
	Iteration 35Q: 3 clusters Score -3935981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3935994.250000 Penalty: 3481.744873
	Iteration 36Q: 3 clusters Score -3935994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3935996.500000 Penalty: 3481.744873
	Iteration 37Q: 3 clusters Score -3935996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3936004.250000 Penalty: 3481.744873
	Iteration 38Q: 3 clusters Score -3936004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3936006.000000 Penalty: 3481.744873
	Iteration 39Q: 3 clusters Score -3936006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3936012.750000 Penalty: 3481.744873
	Iteration 40F: 3 clusters Score -3936013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3936014.750000 Penalty: 3481.744873
	Iteration 41Q: 3 clusters Score -3936015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3936015.500000 Penalty: 3481.744873
	Iteration 42Q: 3 clusters Score -3936016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3936022.000000 Penalty: 3481.744873
	Iteration 43Q: 3 clusters Score -3936022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3936020.250000 Penalty: 3481.744873
	Iteration 44Q: 3 clusters Score -3936020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3936022.000000 Penalty: 3481.744873
	Iteration 45Q: 3 clusters Score -3936022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3936022.250000 Penalty: 3481.744873
	Iteration 46Q: 3 clusters Score -3936022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3936023.750000 Penalty: 3481.744873
	Iteration 47Q: 3 clusters Score -3936024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3936025.750000 Penalty: 3481.744873
	Iteration 48Q: 3 clusters Score -3936026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3936029.000000 Penalty: 3481.744873
	Iteration 49Q: 3 clusters Score -3936029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3936029.500000 Penalty: 3481.744873
	Iteration 50Q: 3 clusters Score -3936030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3936029.500000 Penalty: 3481.744873
	Iteration 51F: 3 clusters Score -3936030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -95592.437500 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -95592.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94069.531250 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -94069.53 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94364.828125 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -94364.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -94453.687500 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -94453.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94497.257812 Penalty: 2291.571533
	Iteration 3Q: 3 clusters Score -94497.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94529.562500 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -94529.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94571.921875 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -94571.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94611.109375 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -94611.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94639.148438 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -94639.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94659.406250 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -94659.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94679.437500 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -94679.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -94698.273438 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -94698.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94714.171875 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -94714.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94723.742188 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -94723.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94732.187500 Penalty: 2291.571533
	Iteration 13Q: 3 clusters Score -94732.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94737.601562 Penalty: 2291.571533
	Iteration 14Q: 3 clusters Score -94737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94745.804688 Penalty: 2291.571533
	Iteration 15Q: 3 clusters Score -94745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -94751.843750 Penalty: 2291.571533
	Iteration 16Q: 3 clusters Score -94751.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94755.164062 Penalty: 2291.571533
	Iteration 17Q: 3 clusters Score -94755.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94758.179688 Penalty: 2291.571533
	Iteration 18Q: 3 clusters Score -94758.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94760.968750 Penalty: 2291.571533
	Iteration 19Q: 3 clusters Score -94760.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94763.125000 Penalty: 2291.571533
	Iteration 20F: 3 clusters Score -94763.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94764.265625 Penalty: 2291.571533
	Iteration 21Q: 3 clusters Score -94764.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -94765.515625 Penalty: 2291.571533
	Iteration 22Q: 3 clusters Score -94765.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94766.906250 Penalty: 2291.571533
	Iteration 23Q: 3 clusters Score -94766.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94768.210938 Penalty: 2291.571533
	Iteration 24Q: 3 clusters Score -94768.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94768.976562 Penalty: 2291.571533
	Iteration 25Q: 3 clusters Score -94768.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94769.789062 Penalty: 2291.571533
	Iteration 26Q: 3 clusters Score -94769.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94771.859375 Penalty: 2291.571533
	Iteration 27Q: 3 clusters Score -94771.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94773.156250 Penalty: 2291.571533
	Iteration 28Q: 3 clusters Score -94773.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94774.187500 Penalty: 2291.571533
	Iteration 29Q: 3 clusters Score -94774.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94774.781250 Penalty: 2291.571533
	Iteration 30Q: 3 clusters Score -94774.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94776.109375 Penalty: 2291.571533
	Iteration 31Q: 3 clusters Score -94776.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94778.867188 Penalty: 2291.571533
	Iteration 32Q: 3 clusters Score -94778.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94779.125000 Penalty: 2291.571533
	Iteration 33Q: 3 clusters Score -94779.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -94779.406250 Penalty: 2291.571533
	Iteration 34Q: 3 clusters Score -94779.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -94779.406250 Penalty: 2291.571533
	Iteration 35F: 3 clusters Score -94779.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Entering Unmasked Estep 
Score: -2708567.500000 Penalty: 1680.097534
	Iteration 0F: 2 clusters Score -2708568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2687779.250000 Penalty: 3360.195068
	Iteration 0F: 3 clusters Score -2687779 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2695594.750000 Penalty: 3360.195068
	Iteration 1F: 3 clusters Score -2695595 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2695926.750000 Penalty: 3360.195068
	Iteration 2Q: 3 clusters Score -2695927 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2696209.250000 Penalty: 3360.195068
	Iteration 3Q: 3 clusters Score -2696209 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2696480.750000 Penalty: 3360.195068
	Iteration 4Q: 3 clusters Score -2696481 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2696749.250000 Penalty: 3360.195068
	Iteration 5Q: 3 clusters Score -2696749 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2697107.000000 Penalty: 3360.195068
	Iteration 6Q: 3 clusters Score -2697107 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2697577.250000 Penalty: 3360.195068
	Iteration 7Q: 3 clusters Score -2697577 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2698300.000000 Penalty: 3360.195068
	Iteration 8Q: 3 clusters Score -2698300 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2699380.750000 Penalty: 3360.195068
	Iteration 9F: 3 clusters Score -2699381 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2700895.750000 Penalty: 3360.195068
	Iteration 10F: 3 clusters Score -2700896 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2702570.000000 Penalty: 3360.195068
	Iteration 11F: 3 clusters Score -2702570 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2704019.750000 Penalty: 3360.195068
	Iteration 12F: 3 clusters Score -2704020 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2705070.750000 Penalty: 3360.195068
	Iteration 13Q: 3 clusters Score -2705071 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2705821.750000 Penalty: 3360.195068
	Iteration 14Q: 3 clusters Score -2705822 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2706303.500000 Penalty: 3360.195068
	Iteration 15Q: 3 clusters Score -2706304 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2706621.750000 Penalty: 3360.195068
	Iteration 16Q: 3 clusters Score -2706622 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2706809.500000 Penalty: 3360.195068
	Iteration 17Q: 3 clusters Score -2706810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2706912.750000 Penalty: 3360.195068
	Iteration 18Q: 3 clusters Score -2706913 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2706981.500000 Penalty: 3360.195068
	Iteration 19Q: 3 clusters Score -2706982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2707020.250000 Penalty: 3360.195068
	Iteration 20F: 3 clusters Score -2707020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2707041.000000 Penalty: 3360.195068
	Iteration 21Q: 3 clusters Score -2707041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2707044.750000 Penalty: 3360.195068
	Iteration 22Q: 3 clusters Score -2707045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2707056.000000 Penalty: 3360.195068
	Iteration 23Q: 3 clusters Score -2707056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2707056.250000 Penalty: 3360.195068
	Iteration 24Q: 3 clusters Score -2707056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2707054.750000 Penalty: 3360.195068
	Iteration 25Q: 3 clusters Score -2707055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2707062.250000 Penalty: 3360.195068
	Iteration 26Q: 3 clusters Score -2707062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2707065.750000 Penalty: 3360.195068
	Iteration 27Q: 3 clusters Score -2707066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2707072.000000 Penalty: 3360.195068
	Iteration 28Q: 3 clusters Score -2707072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2707084.250000 Penalty: 3360.195068
	Iteration 29Q: 3 clusters Score -2707084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2707091.000000 Penalty: 3360.195068
	Iteration 30Q: 3 clusters Score -2707091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2707095.250000 Penalty: 3360.195068
	Iteration 31Q: 3 clusters Score -2707095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2707101.750000 Penalty: 3360.195068
	Iteration 32Q: 3 clusters Score -2707102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2707103.750000 Penalty: 3360.195068
	Iteration 33Q: 3 clusters Score -2707104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2707103.750000 Penalty: 3360.195068
	Iteration 34Q: 3 clusters Score -2707104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2707109.750000 Penalty: 3360.195068
	Iteration 35Q: 3 clusters Score -2707110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2707108.750000 Penalty: 3360.195068
	Iteration 36Q: 3 clusters Score -2707109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2707112.500000 Penalty: 3360.195068
	Iteration 37Q: 3 clusters Score -2707112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2707112.500000 Penalty: 3360.195068
	Iteration 38F: 3 clusters Score -2707112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -331354.562500 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -331354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -328108.875000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -328108.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -329071.906250 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -329071.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -329261.812500 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -329261.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -329385.062500 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -329385.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -329479.375000 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -329479.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -329551.187500 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -329551.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -329631.593750 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -329631.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -329711.437500 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -329711.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -329798.125000 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -329798.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -329884.593750 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -329884.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -329964.656250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -329964.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -330025.093750 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -330025.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -330079.218750 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -330079.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -330138.156250 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -330138.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -330182.625000 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -330182.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -330217.031250 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -330217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -330239.812500 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -330239.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -330264.875000 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -330264.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -330297.531250 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -330297.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -330315.562500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -330315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -330331.812500 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -330331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -330340.687500 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -330340.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -330348.156250 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -330348.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -330358.468750 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -330358.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -330362.656250 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -330362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -330364.781250 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -330364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -330368.187500 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -330368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -330372.687500 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -330372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -330376.125000 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -330376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -330377.250000 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -330377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -330379.250000 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -330379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -330381.312500 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -330381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -330383.531250 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -330383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -330383.531250 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -330383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -330383.843750 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -330383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -330383.843750 Penalty: 2690.984131
	Iteration 35F: 3 clusters Score -330383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Entering Unmasked Estep 
Score: -6544495.500000 Penalty: 1819.874634
	Iteration 0F: 2 clusters Score -6544496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6495327.000000 Penalty: 3639.749268
	Iteration 0F: 3 clusters Score -6495327 nChanged 34963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -6515933.000000 Penalty: 3639.749268
	Iteration 1F: 3 clusters Score -6515933 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6517006.000000 Penalty: 3639.749268
	Iteration 2Q: 3 clusters Score -6517006 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6518489.500000 Penalty: 3639.749268
	Iteration 3Q: 3 clusters Score -6518490 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6520552.000000 Penalty: 3639.749268
	Iteration 4F: 3 clusters Score -6520552 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -6522889.000000 Penalty: 3639.749268
	Iteration 5F: 3 clusters Score -6522889 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -6525167.500000 Penalty: 3639.749268
	Iteration 6F: 3 clusters Score -6525168 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -6526942.500000 Penalty: 3639.749268
	Iteration 7F: 3 clusters Score -6526942 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -6528146.000000 Penalty: 3639.749268
	Iteration 8Q: 3 clusters Score -6528146 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -6529075.500000 Penalty: 3639.749268
	Iteration 9Q: 3 clusters Score -6529076 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -6529823.500000 Penalty: 3639.749268
	Iteration 10Q: 3 clusters Score -6529824 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6530679.500000 Penalty: 3639.749268
	Iteration 11Q: 3 clusters Score -6530680 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6531506.500000 Penalty: 3639.749268
	Iteration 12Q: 3 clusters Score -6531506 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -6532176.500000 Penalty: 3639.749268
	Iteration 13Q: 3 clusters Score -6532176 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6532615.500000 Penalty: 3639.749268
	Iteration 14Q: 3 clusters Score -6532616 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6532967.500000 Penalty: 3639.749268
	Iteration 15Q: 3 clusters Score -6532968 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -6533195.500000 Penalty: 3639.749268
	Iteration 16Q: 3 clusters Score -6533196 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6533371.000000 Penalty: 3639.749268
	Iteration 17Q: 3 clusters Score -6533371 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6533552.500000 Penalty: 3639.749268
	Iteration 18Q: 3 clusters Score -6533552 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6533644.500000 Penalty: 3639.749268
	Iteration 19Q: 3 clusters Score -6533644 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6533839.000000 Penalty: 3639.749268
	Iteration 20F: 3 clusters Score -6533839 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6534028.000000 Penalty: 3639.749268
	Iteration 21Q: 3 clusters Score -6534028 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -6534233.500000 Penalty: 3639.749268
	Iteration 22Q: 3 clusters Score -6534234 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6534437.000000 Penalty: 3639.749268
	Iteration 23Q: 3 clusters Score -6534437 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6534623.000000 Penalty: 3639.749268
	Iteration 24Q: 3 clusters Score -6534623 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -6534824.000000 Penalty: 3639.749268
	Iteration 25Q: 3 clusters Score -6534824 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6535059.000000 Penalty: 3639.749268
	Iteration 26Q: 3 clusters Score -6535059 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6535298.500000 Penalty: 3639.749268
	Iteration 27Q: 3 clusters Score -6535298 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6535599.000000 Penalty: 3639.749268
	Iteration 28Q: 3 clusters Score -6535599 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -6535910.500000 Penalty: 3639.749268
	Iteration 29Q: 3 clusters Score -6535910 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -6536243.500000 Penalty: 3639.749268
	Iteration 30Q: 3 clusters Score -6536244 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -6536562.000000 Penalty: 3639.749268
	Iteration 31Q: 3 clusters Score -6536562 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6536942.500000 Penalty: 3639.749268
	Iteration 32Q: 3 clusters Score -6536942 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -6537350.000000 Penalty: 3639.749268
	Iteration 33Q: 3 clusters Score -6537350 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -6537749.500000 Penalty: 3639.749268
	Iteration 34Q: 3 clusters Score -6537750 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -6538186.500000 Penalty: 3639.749268
	Iteration 35Q: 3 clusters Score -6538186 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -6538669.000000 Penalty: 3639.749268
	Iteration 36Q: 3 clusters Score -6538669 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -6539140.000000 Penalty: 3639.749268
	Iteration 37Q: 3 clusters Score -6539140 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -6539642.500000 Penalty: 3639.749268
	Iteration 38Q: 3 clusters Score -6539642 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -6540092.000000 Penalty: 3639.749268
	Iteration 39Q: 3 clusters Score -6540092 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -6540550.500000 Penalty: 3639.749268
	Iteration 40F: 3 clusters Score -6540550 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -6540981.000000 Penalty: 3639.749268
	Iteration 41Q: 3 clusters Score -6540981 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -6541367.000000 Penalty: 3639.749268
	Iteration 42Q: 3 clusters Score -6541367 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -6541752.000000 Penalty: 3639.749268
	Iteration 43Q: 3 clusters Score -6541752 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -6541998.500000 Penalty: 3639.749268
	Iteration 44Q: 3 clusters Score -6541998 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -6542247.000000 Penalty: 3639.749268
	Iteration 45Q: 3 clusters Score -6542247 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -6542397.000000 Penalty: 3639.749268
	Iteration 46Q: 3 clusters Score -6542397 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -6542541.000000 Penalty: 3639.749268
	Iteration 47Q: 3 clusters Score -6542541 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -6542629.500000 Penalty: 3639.749268
	Iteration 48Q: 3 clusters Score -6542630 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -6542721.500000 Penalty: 3639.749268
	Iteration 49Q: 3 clusters Score -6542722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -6542784.500000 Penalty: 3639.749268
	Iteration 50Q: 3 clusters Score -6542784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -6542812.500000 Penalty: 3639.749268
	Iteration 51Q: 3 clusters Score -6542812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -6542830.000000 Penalty: 3639.749268
	Iteration 52Q: 3 clusters Score -6542830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -6542855.500000 Penalty: 3639.749268
	Iteration 53Q: 3 clusters Score -6542856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -6542896.500000 Penalty: 3639.749268
	Iteration 54Q: 3 clusters Score -6542896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -6542899.500000 Penalty: 3639.749268
	Iteration 55Q: 3 clusters Score -6542900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -6542908.500000 Penalty: 3639.749268
	Iteration 56Q: 3 clusters Score -6542908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -6542944.000000 Penalty: 3639.749268
	Iteration 57Q: 3 clusters Score -6542944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -6542950.000000 Penalty: 3639.749268
	Iteration 58Q: 3 clusters Score -6542950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -6542975.500000 Penalty: 3639.749268
	Iteration 59Q: 3 clusters Score -6542976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -6542974.500000 Penalty: 3639.749268
	Iteration 60F: 3 clusters Score -6542974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -6542991.000000 Penalty: 3639.749268
	Iteration 61Q: 3 clusters Score -6542991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -6543003.000000 Penalty: 3639.749268
	Iteration 62Q: 3 clusters Score -6543003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -6543011.500000 Penalty: 3639.749268
	Iteration 63Q: 3 clusters Score -6543012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -6543004.000000 Penalty: 3639.749268
	Iteration 64Q: 3 clusters Score -6543004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -6543013.500000 Penalty: 3639.749268
	Iteration 65Q: 3 clusters Score -6543014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -6543005.500000 Penalty: 3639.749268
	Iteration 66Q: 3 clusters Score -6543006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -6543012.500000 Penalty: 3639.749268
	Iteration 67Q: 3 clusters Score -6543012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -6543020.500000 Penalty: 3639.749268
	Iteration 68Q: 3 clusters Score -6543020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -6543019.500000 Penalty: 3639.749268
	Iteration 69Q: 3 clusters Score -6543020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -6543017.500000 Penalty: 3639.749268
	Iteration 70Q: 3 clusters Score -6543018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -6543011.500000 Penalty: 3639.749268
	Iteration 71Q: 3 clusters Score -6543012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -6543019.500000 Penalty: 3639.749268
	Iteration 72Q: 3 clusters Score -6543020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -6543018.500000 Penalty: 3639.749268
	Iteration 73Q: 3 clusters Score -6543018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -6543020.500000 Penalty: 3639.749268
	Iteration 74Q: 3 clusters Score -6543020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -6543019.000000 Penalty: 3639.749268
	Iteration 75Q: 3 clusters Score -6543019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -6543017.000000 Penalty: 3639.749268
	Iteration 76Q: 3 clusters Score -6543017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -6543016.000000 Penalty: 3639.749268
	Iteration 77Q: 3 clusters Score -6543016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -6543016.000000 Penalty: 3639.749268
	Iteration 78F: 3 clusters Score -6543016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -114604.765625 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -114604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -112842.859375 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -112842.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -113220.757812 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -113220.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -113411.281250 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -113411.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -113608.062500 Penalty: 2379.171387
	Iteration 3F: 3 clusters Score -113608.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -113782.218750 Penalty: 2379.171387
	Iteration 4F: 3 clusters Score -113782.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113877.398438 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -113877.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113968.773438 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -113968.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -114058.437500 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -114058.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -114134.734375 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -114134.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -114188.757812 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -114188.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -114223.492188 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -114223.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -114246.554688 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -114246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -114262.742188 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -114262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -114270.273438 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -114270.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -114281.101562 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -114281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -114286.171875 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -114286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -114288.953125 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -114289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -114290.062500 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -114290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -114290.828125 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -114290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114291.390625 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -114291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114291.390625 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -114291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -28730.078125 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -28730.08 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 207 members 
Entering Unmasked Estep 
Score: -27743.943359 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -27743.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27873.453125 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -27873.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27918.312500 Penalty: 1938.997803
	Iteration 2F: 3 clusters Score -27918.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27936.878906 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -27936.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27940.759766 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -27940.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27941.687500 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -27941.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27944.765625 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -27944.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27950.257812 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -27950.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27951.673828 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -27951.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27951.673828 Penalty: 1938.997803
	Iteration 9F: 3 clusters Score -27951.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Entering Unmasked Estep 
Score: -1016041.937500 Penalty: 1540.584595
	Iteration 0F: 2 clusters Score -1016042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1006918.250000 Penalty: 3081.169189
	Iteration 0F: 3 clusters Score -1006918 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1010579.437500 Penalty: 3081.169189
	Iteration 1F: 3 clusters Score -1010579 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1011489.625000 Penalty: 3081.169189
	Iteration 2F: 3 clusters Score -1011490 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1012255.375000 Penalty: 3081.169189
	Iteration 3F: 3 clusters Score -1012255 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1012805.625000 Penalty: 3081.169189
	Iteration 4F: 3 clusters Score -1012806 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1013178.875000 Penalty: 3081.169189
	Iteration 5F: 3 clusters Score -1013179 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1013461.312500 Penalty: 3081.169189
	Iteration 6Q: 3 clusters Score -1013461 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1013619.187500 Penalty: 3081.169189
	Iteration 7Q: 3 clusters Score -1013619 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1013711.937500 Penalty: 3081.169189
	Iteration 8Q: 3 clusters Score -1013712 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1013770.000000 Penalty: 3081.169189
	Iteration 9Q: 3 clusters Score -1013770 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1013814.500000 Penalty: 3081.169189
	Iteration 10Q: 3 clusters Score -1013814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1013859.937500 Penalty: 3081.169189
	Iteration 11Q: 3 clusters Score -1013860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1013903.562500 Penalty: 3081.169189
	Iteration 12Q: 3 clusters Score -1013904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1013968.312500 Penalty: 3081.169189
	Iteration 13Q: 3 clusters Score -1013968 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1014023.125000 Penalty: 3081.169189
	Iteration 14Q: 3 clusters Score -1014023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1014080.250000 Penalty: 3081.169189
	Iteration 15Q: 3 clusters Score -1014080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1014121.687500 Penalty: 3081.169189
	Iteration 16Q: 3 clusters Score -1014122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1014158.687500 Penalty: 3081.169189
	Iteration 17Q: 3 clusters Score -1014159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1014187.000000 Penalty: 3081.169189
	Iteration 18Q: 3 clusters Score -1014187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1014211.312500 Penalty: 3081.169189
	Iteration 19Q: 3 clusters Score -1014211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1014229.937500 Penalty: 3081.169189
	Iteration 20F: 3 clusters Score -1014230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1014253.687500 Penalty: 3081.169189
	Iteration 21Q: 3 clusters Score -1014254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1014265.125000 Penalty: 3081.169189
	Iteration 22Q: 3 clusters Score -1014265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1014280.687500 Penalty: 3081.169189
	Iteration 23Q: 3 clusters Score -1014281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1014307.812500 Penalty: 3081.169189
	Iteration 24Q: 3 clusters Score -1014308 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1014335.187500 Penalty: 3081.169189
	Iteration 25Q: 3 clusters Score -1014335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1014361.812500 Penalty: 3081.169189
	Iteration 26Q: 3 clusters Score -1014362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1014390.437500 Penalty: 3081.169189
	Iteration 27Q: 3 clusters Score -1014390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1014422.000000 Penalty: 3081.169189
	Iteration 28Q: 3 clusters Score -1014422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1014452.812500 Penalty: 3081.169189
	Iteration 29Q: 3 clusters Score -1014453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1014484.562500 Penalty: 3081.169189
	Iteration 30Q: 3 clusters Score -1014485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1014515.375000 Penalty: 3081.169189
	Iteration 31Q: 3 clusters Score -1014515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1014551.812500 Penalty: 3081.169189
	Iteration 32Q: 3 clusters Score -1014552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1014584.812500 Penalty: 3081.169189
	Iteration 33Q: 3 clusters Score -1014585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1014606.312500 Penalty: 3081.169189
	Iteration 34Q: 3 clusters Score -1014606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1014627.000000 Penalty: 3081.169189
	Iteration 35Q: 3 clusters Score -1014627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1014634.937500 Penalty: 3081.169189
	Iteration 36Q: 3 clusters Score -1014635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1014648.875000 Penalty: 3081.169189
	Iteration 37Q: 3 clusters Score -1014649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1014660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1014668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1014675.812500 Penalty: 3081.169189
	Iteration 40F: 3 clusters Score -1014676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1014690.312500 Penalty: 3081.169189
	Iteration 41Q: 3 clusters Score -1014690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1014698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1014704.687500 Penalty: 3081.169189
	Iteration 43Q: 3 clusters Score -1014705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1014710.562500 Penalty: 3081.169189
	Iteration 44Q: 3 clusters Score -1014711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1014714.750000 Penalty: 3081.169189
	Iteration 45Q: 3 clusters Score -1014715 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1014718.875000 Penalty: 3081.169189
	Iteration 46Q: 3 clusters Score -1014719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1014721.937500 Penalty: 3081.169189
	Iteration 47Q: 3 clusters Score -1014722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1014726.375000 Penalty: 3081.169189
	Iteration 48Q: 3 clusters Score -1014726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1014728.687500 Penalty: 3081.169189
	Iteration 49Q: 3 clusters Score -1014729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1014732.937500 Penalty: 3081.169189
	Iteration 50Q: 3 clusters Score -1014733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1014735.687500 Penalty: 3081.169189
	Iteration 51Q: 3 clusters Score -1014736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1014739.437500 Penalty: 3081.169189
	Iteration 52Q: 3 clusters Score -1014739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1014742.125000 Penalty: 3081.169189
	Iteration 53Q: 3 clusters Score -1014742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1014743.687500 Penalty: 3081.169189
	Iteration 54Q: 3 clusters Score -1014744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1014745.500000 Penalty: 3081.169189
	Iteration 55Q: 3 clusters Score -1014746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1014746.812500 Penalty: 3081.169189
	Iteration 56Q: 3 clusters Score -1014747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1014748.062500 Penalty: 3081.169189
	Iteration 57Q: 3 clusters Score -1014748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1014747.562500 Penalty: 3081.169189
	Iteration 58Q: 3 clusters Score -1014748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1014751.812500 Penalty: 3081.169189
	Iteration 59Q: 3 clusters Score -1014752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1014751.375000 Penalty: 3081.169189
	Iteration 60F: 3 clusters Score -1014751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1014751.375000 Penalty: 3081.169189
	Iteration 61Q: 3 clusters Score -1014751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1014756.250000 Penalty: 3081.169189
	Iteration 62Q: 3 clusters Score -1014756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1014756.312500 Penalty: 3081.169189
	Iteration 63Q: 3 clusters Score -1014756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1014761.750000 Penalty: 3081.169189
	Iteration 64Q: 3 clusters Score -1014762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1014763.562500 Penalty: 3081.169189
	Iteration 65Q: 3 clusters Score -1014764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1014765.625000 Penalty: 3081.169189
	Iteration 66Q: 3 clusters Score -1014766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1014766.000000 Penalty: 3081.169189
	Iteration 67Q: 3 clusters Score -1014766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1014768.250000 Penalty: 3081.169189
	Iteration 68Q: 3 clusters Score -1014768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1014770.000000 Penalty: 3081.169189
	Iteration 69Q: 3 clusters Score -1014770 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1014770.562500 Penalty: 3081.169189
	Iteration 70Q: 3 clusters Score -1014771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1014770.687500 Penalty: 3081.169189
	Iteration 71Q: 3 clusters Score -1014771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1014775.250000 Penalty: 3081.169189
	Iteration 72Q: 3 clusters Score -1014775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1014778.250000 Penalty: 3081.169189
	Iteration 73Q: 3 clusters Score -1014778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1014777.812500 Penalty: 3081.169189
	Iteration 74Q: 3 clusters Score -1014778 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1014781.125000 Penalty: 3081.169189
	Iteration 75Q: 3 clusters Score -1014781 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1014783.437500 Penalty: 3081.169189
	Iteration 76Q: 3 clusters Score -1014783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1014785.437500 Penalty: 3081.169189
	Iteration 77Q: 3 clusters Score -1014785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1014788.250000 Penalty: 3081.169189
	Iteration 78Q: 3 clusters Score -1014788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1014788 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1014789.750000 Penalty: 3081.169189
	Iteration 80F: 3 clusters Score -1014790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1014790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1014789 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1014795.750000 Penalty: 3081.169189
	Iteration 83Q: 3 clusters Score -1014796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1014798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1014797.937500 Penalty: 3081.169189
	Iteration 85Q: 3 clusters Score -1014798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1014800.500000 Penalty: 3081.169189
	Iteration 86Q: 3 clusters Score -1014800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1014805.375000 Penalty: 3081.169189
	Iteration 87Q: 3 clusters Score -1014805 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1014808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1014810.812500 Penalty: 3081.169189
	Iteration 89Q: 3 clusters Score -1014811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1014812.375000 Penalty: 3081.169189
	Iteration 90Q: 3 clusters Score -1014812 nChanged 29
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1014816.937500 Penalty: 3081.169189
	Iteration 91Q: 3 clusters Score -1014817 nChanged 24
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Mstep: Class 1 contains 4333 members 
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Entering Unmasked Estep 
Score: -1014822.187500 Penalty: 3081.169189
	Iteration 92Q: 3 clusters Score -1014822 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1014825.500000 Penalty: 3081.169189
	Iteration 93Q: 3 clusters Score -1014826 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1014835 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1014851 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1014865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1014882 nChanged 67
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Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1014897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1014912.750000 Penalty: 3081.169189
	Iteration 99Q: 3 clusters Score -1014913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1014927.187500 Penalty: 3081.169189
	Iteration 100F: 3 clusters Score -1014927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1014933.062500 Penalty: 3081.169189
	Iteration 101Q: 3 clusters Score -1014933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1014947 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1014961.500000 Penalty: 3081.169189
	Iteration 103Q: 3 clusters Score -1014962 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1014972 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1014977 nChanged 57
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1014997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1015010.375000 Penalty: 3081.169189
	Iteration 107Q: 3 clusters Score -1015010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1015025.312500 Penalty: 3081.169189
	Iteration 108Q: 3 clusters Score -1015025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1015043.437500 Penalty: 3081.169189
	Iteration 109Q: 3 clusters Score -1015043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1015060.250000 Penalty: 3081.169189
	Iteration 110Q: 3 clusters Score -1015060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1015070.625000 Penalty: 3081.169189
	Iteration 111Q: 3 clusters Score -1015071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1015083.937500 Penalty: 3081.169189
	Iteration 112Q: 3 clusters Score -1015084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1015092.687500 Penalty: 3081.169189
	Iteration 113Q: 3 clusters Score -1015093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1015109.000000 Penalty: 3081.169189
	Iteration 114Q: 3 clusters Score -1015109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1015117.562500 Penalty: 3081.169189
	Iteration 115Q: 3 clusters Score -1015118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1015124.187500 Penalty: 3081.169189
	Iteration 116Q: 3 clusters Score -1015124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1015135.500000 Penalty: 3081.169189
	Iteration 117Q: 3 clusters Score -1015136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1015148.125000 Penalty: 3081.169189
	Iteration 118Q: 3 clusters Score -1015148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1015159.250000 Penalty: 3081.169189
	Iteration 119Q: 3 clusters Score -1015159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1015173.312500 Penalty: 3081.169189
	Iteration 120F: 3 clusters Score -1015173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1015179.687500 Penalty: 3081.169189
	Iteration 121Q: 3 clusters Score -1015180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1015184.687500 Penalty: 3081.169189
	Iteration 122Q: 3 clusters Score -1015185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1015188.937500 Penalty: 3081.169189
	Iteration 123Q: 3 clusters Score -1015189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1015198.250000 Penalty: 3081.169189
	Iteration 124Q: 3 clusters Score -1015198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1015203.937500 Penalty: 3081.169189
	Iteration 125Q: 3 clusters Score -1015204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1015212.562500 Penalty: 3081.169189
	Iteration 126Q: 3 clusters Score -1015213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1015223.937500 Penalty: 3081.169189
	Iteration 127Q: 3 clusters Score -1015224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1015242.312500 Penalty: 3081.169189
	Iteration 128Q: 3 clusters Score -1015242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1015263.187500 Penalty: 3081.169189
	Iteration 129Q: 3 clusters Score -1015263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1015285.125000 Penalty: 3081.169189
	Iteration 130Q: 3 clusters Score -1015285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1015315.250000 Penalty: 3081.169189
	Iteration 131Q: 3 clusters Score -1015315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1015342.500000 Penalty: 3081.169189
	Iteration 132Q: 3 clusters Score -1015342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1015362.812500 Penalty: 3081.169189
	Iteration 133Q: 3 clusters Score -1015363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1015372.562500 Penalty: 3081.169189
	Iteration 134Q: 3 clusters Score -1015373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1015382.750000 Penalty: 3081.169189
	Iteration 135Q: 3 clusters Score -1015383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1015385.750000 Penalty: 3081.169189
	Iteration 136Q: 3 clusters Score -1015386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1015394.125000 Penalty: 3081.169189
	Iteration 137Q: 3 clusters Score -1015394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1015397.437500 Penalty: 3081.169189
	Iteration 138Q: 3 clusters Score -1015397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1015404.000000 Penalty: 3081.169189
	Iteration 139Q: 3 clusters Score -1015404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1015410.562500 Penalty: 3081.169189
	Iteration 140F: 3 clusters Score -1015411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1015418.750000 Penalty: 3081.169189
	Iteration 141Q: 3 clusters Score -1015419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1015424.375000 Penalty: 3081.169189
	Iteration 142Q: 3 clusters Score -1015424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1015428.562500 Penalty: 3081.169189
	Iteration 143Q: 3 clusters Score -1015429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1015434.125000 Penalty: 3081.169189
	Iteration 144Q: 3 clusters Score -1015434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1015437.312500 Penalty: 3081.169189
	Iteration 145Q: 3 clusters Score -1015437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1015441.500000 Penalty: 3081.169189
	Iteration 146Q: 3 clusters Score -1015442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1015446.500000 Penalty: 3081.169189
	Iteration 147Q: 3 clusters Score -1015446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1015449.125000 Penalty: 3081.169189
	Iteration 148Q: 3 clusters Score -1015449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1015448.625000 Penalty: 3081.169189
	Iteration 149Q: 3 clusters Score -1015449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1015453.375000 Penalty: 3081.169189
	Iteration 150Q: 3 clusters Score -1015453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1015453.812500 Penalty: 3081.169189
	Iteration 151Q: 3 clusters Score -1015454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1015452.125000 Penalty: 3081.169189
	Iteration 152Q: 3 clusters Score -1015452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1015453.812500 Penalty: 3081.169189
	Iteration 153Q: 3 clusters Score -1015454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1015453.125000 Penalty: 3081.169189
	Iteration 154Q: 3 clusters Score -1015453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1015452.625000 Penalty: 3081.169189
	Iteration 155Q: 3 clusters Score -1015453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1015453.375000 Penalty: 3081.169189
	Iteration 156Q: 3 clusters Score -1015453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1015452.125000 Penalty: 3081.169189
	Iteration 157Q: 3 clusters Score -1015452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1015451.750000 Penalty: 3081.169189
	Iteration 158Q: 3 clusters Score -1015452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1015455.625000 Penalty: 3081.169189
	Iteration 159Q: 3 clusters Score -1015456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1015456.750000 Penalty: 3081.169189
	Iteration 160F: 3 clusters Score -1015457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1015456.125000 Penalty: 3081.169189
	Iteration 161Q: 3 clusters Score -1015456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1015456.812500 Penalty: 3081.169189
	Iteration 162Q: 3 clusters Score -1015457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1015457.187500 Penalty: 3081.169189
	Iteration 163Q: 3 clusters Score -1015457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1015457.375000 Penalty: 3081.169189
	Iteration 164Q: 3 clusters Score -1015457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1015458.562500 Penalty: 3081.169189
	Iteration 165Q: 3 clusters Score -1015459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1015459.187500 Penalty: 3081.169189
	Iteration 166Q: 3 clusters Score -1015459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1015459.875000 Penalty: 3081.169189
	Iteration 167Q: 3 clusters Score -1015460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1015459.562500 Penalty: 3081.169189
	Iteration 168Q: 3 clusters Score -1015460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1015460.062500 Penalty: 3081.169189
	Iteration 169Q: 3 clusters Score -1015460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1015460.187500 Penalty: 3081.169189
	Iteration 170Q: 3 clusters Score -1015460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1015460.187500 Penalty: 3081.169189
	Iteration 171F: 3 clusters Score -1015460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (174664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Entering Unmasked Estep 
Score: -15896286.000000 Penalty: 1961.475708
	Iteration 0F: 2 clusters Score -1.589629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -15778763.000000 Penalty: 3922.951416
	Iteration 0F: 3 clusters Score -1.577876e+07 nChanged 84527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 91318 members 
Entering Unmasked Estep 
Score: -15827839.000000 Penalty: 3922.951416
	Iteration 1F: 3 clusters Score -1.582784e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -15828608.000000 Penalty: 3922.951416
	Iteration 2Q: 3 clusters Score -1.582861e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -15830248.000000 Penalty: 3922.951416
	Iteration 3Q: 3 clusters Score -1.583025e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -15833527.000000 Penalty: 3922.951416
	Iteration 4Q: 3 clusters Score -1.583353e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -15840754.000000 Penalty: 3922.951416
	Iteration 5F: 3 clusters Score -1.584075e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -15853256.000000 Penalty: 3922.951416
	Iteration 6F: 3 clusters Score -1.585326e+07 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -15869720.000000 Penalty: 3922.951416
	Iteration 7F: 3 clusters Score -1.586972e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 162095 members 
Entering Unmasked Estep 
Score: -15882938.000000 Penalty: 3922.951416
	Iteration 8F: 3 clusters Score -1.588294e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 169304 members 
Entering Unmasked Estep 
Score: -15889815.000000 Penalty: 3922.951416
	Iteration 9Q: 3 clusters Score -1.588982e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 172567 members 
Entering Unmasked Estep 
Score: -15892712.000000 Penalty: 3922.951416
	Iteration 10Q: 3 clusters Score -1.589271e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 173833 members 
Entering Unmasked Estep 
Score: -15893781.000000 Penalty: 3922.951416
	Iteration 11Q: 3 clusters Score -1.589378e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -15894233.000000 Penalty: 3922.951416
	Iteration 12Q: 3 clusters Score -1.589423e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -15894408.000000 Penalty: 3922.951416
	Iteration 13Q: 3 clusters Score -1.589441e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174435 members 
Entering Unmasked Estep 
Score: -15894459.000000 Penalty: 3922.951416
	Iteration 14Q: 3 clusters Score -1.589446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -15894514.000000 Penalty: 3922.951416
	Iteration 15Q: 3 clusters Score -1.589451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174467 members 
Entering Unmasked Estep 
Score: -15894530.000000 Penalty: 3922.951416
	Iteration 16Q: 3 clusters Score -1.589453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -15894541.000000 Penalty: 3922.951416
	Iteration 17Q: 3 clusters Score -1.589454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174480 members 
Entering Unmasked Estep 
Score: -15894582.000000 Penalty: 3922.951416
	Iteration 18Q: 3 clusters Score -1.589458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -15894591.000000 Penalty: 3922.951416
	Iteration 19Q: 3 clusters Score -1.589459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -15894598.000000 Penalty: 3922.951416
	Iteration 20F: 3 clusters Score -1.58946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174476 members 
Entering Unmasked Estep 
Score: -15894600.000000 Penalty: 3922.951416
	Iteration 21Q: 3 clusters Score -1.58946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174476 members 
Entering Unmasked Estep 
Score: -15894600.000000 Penalty: 3922.951416
	Iteration 22F: 3 clusters Score -1.58946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -463741.968750 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -463742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -459509.312500 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -459509.3 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -460646.781250 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -460646.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -460819.562500 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -460819.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -460910.468750 Penalty: 2795.737549
	Iteration 3Q: 3 clusters Score -460910.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -460989.500000 Penalty: 2795.737549
	Iteration 4Q: 3 clusters Score -460989.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -461056.500000 Penalty: 2795.737549
	Iteration 5Q: 3 clusters Score -461056.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -461114.062500 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -461114.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -461168.875000 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -461168.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -461231.968750 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -461232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -461304.687500 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -461304.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -461395.781250 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -461395.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -461492.000000 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -461492 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -461585.625000 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -461585.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -461668.281250 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -461668.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -461746.437500 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -461746.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -461824.593750 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -461824.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -461893.531250 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -461893.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -461951.000000 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -461951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -462007.562500 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -462007.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -462076.218750 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -462076.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -462132.750000 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -462132.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -462178.375000 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -462178.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -462219.593750 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -462219.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -462255.843750 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -462255.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -462292.187500 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -462292.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -462318.343750 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -462318.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -462338.500000 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -462338.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -462358.250000 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -462358.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -462384.156250 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -462384.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -462420.968750 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -462421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -462456.281250 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -462456.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -462483.937500 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -462483.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -462517.093750 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -462517.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -462543.843750 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -462543.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -462565.906250 Penalty: 2795.737549
	Iteration 34Q: 3 clusters Score -462565.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -462584.031250 Penalty: 2795.737549
	Iteration 35Q: 3 clusters Score -462584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -462601.781250 Penalty: 2795.737549
	Iteration 36Q: 3 clusters Score -462601.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -462617.062500 Penalty: 2795.737549
	Iteration 37Q: 3 clusters Score -462617.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -462628.750000 Penalty: 2795.737549
	Iteration 38Q: 3 clusters Score -462628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -462633.875000 Penalty: 2795.737549
	Iteration 39Q: 3 clusters Score -462633.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -462642.093750 Penalty: 2795.737549
	Iteration 40F: 3 clusters Score -462642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -462647.093750 Penalty: 2795.737549
	Iteration 41Q: 3 clusters Score -462647.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -462652.406250 Penalty: 2795.737549
	Iteration 42Q: 3 clusters Score -462652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -462658.812500 Penalty: 2795.737549
	Iteration 43Q: 3 clusters Score -462658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -462664.500000 Penalty: 2795.737549
	Iteration 44Q: 3 clusters Score -462664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -462668.625000 Penalty: 2795.737549
	Iteration 45Q: 3 clusters Score -462668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -462669.437500 Penalty: 2795.737549
	Iteration 46Q: 3 clusters Score -462669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -462670.718750 Penalty: 2795.737549
	Iteration 47Q: 3 clusters Score -462670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -462670.968750 Penalty: 2795.737549
	Iteration 48Q: 3 clusters Score -462671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -462673.218750 Penalty: 2795.737549
	Iteration 49Q: 3 clusters Score -462673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -462673.343750 Penalty: 2795.737549
	Iteration 50Q: 3 clusters Score -462673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -462673.593750 Penalty: 2795.737549
	Iteration 51Q: 3 clusters Score -462673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -462673.593750 Penalty: 2795.737549
	Iteration 52F: 3 clusters Score -462673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -170843.265625 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -170843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -168682.281250 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -168682.3 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169183.640625 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -169183.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169407.906250 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -169407.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169612.359375 Penalty: 2476.729248
	Iteration 3F: 3 clusters Score -169612.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169756.968750 Penalty: 2476.729248
	Iteration 4F: 3 clusters Score -169757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -169842.187500 Penalty: 2476.729248
	Iteration 5Q: 3 clusters Score -169842.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -169912.359375 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -169912.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -169977.328125 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -169977.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170040.000000 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -170040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -170084.046875 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -170084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -170132.734375 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -170132.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170171.703125 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -170171.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -170204.203125 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -170204.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170248.593750 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -170248.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170289.140625 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -170289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -170325.531250 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -170325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -170347.265625 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -170347.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -170363.328125 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -170363.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -170380.984375 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -170381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170390.156250 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -170390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -170398.593750 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -170398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170407.781250 Penalty: 2476.729248
	Iteration 21Q: 3 clusters Score -170407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170415.500000 Penalty: 2476.729248
	Iteration 22Q: 3 clusters Score -170415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170421.062500 Penalty: 2476.729248
	Iteration 23Q: 3 clusters Score -170421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -170428.515625 Penalty: 2476.729248
	Iteration 24Q: 3 clusters Score -170428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -170430.921875 Penalty: 2476.729248
	Iteration 25Q: 3 clusters Score -170430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -170433.203125 Penalty: 2476.729248
	Iteration 26Q: 3 clusters Score -170433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -170435.250000 Penalty: 2476.729248
	Iteration 27Q: 3 clusters Score -170435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -170435.796875 Penalty: 2476.729248
	Iteration 28Q: 3 clusters Score -170435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -170435.796875 Penalty: 2476.729248
	Iteration 29F: 3 clusters Score -170435.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -120569.289062 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -120569.3 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 880 members 
Entering Unmasked Estep 
Score: -118627.351562 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -118627.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -119122.445312 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -119122.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119265.312500 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -119265.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119351.929688 Penalty: 2431.139160
	Iteration 3F: 3 clusters Score -119351.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -119415.882812 Penalty: 2431.139160
	Iteration 4Q: 3 clusters Score -119415.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119456.460938 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -119456.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119482.093750 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -119482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119501.273438 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -119501.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -119511.289062 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -119511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -119519.445312 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -119519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -119525.156250 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -119525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119529.804688 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -119529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -119539.062500 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -119539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -119546.718750 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -119546.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119552.617188 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -119552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119556.656250 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -119556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119558.117188 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -119558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119558.843750 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -119558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119560.585938 Penalty: 2431.139160
	Iteration 18Q: 3 clusters Score -119560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119562.585938 Penalty: 2431.139160
	Iteration 19Q: 3 clusters Score -119562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119566.640625 Penalty: 2431.139160
	Iteration 20F: 3 clusters Score -119566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119573.421875 Penalty: 2431.139160
	Iteration 21Q: 3 clusters Score -119573.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119578.171875 Penalty: 2431.139160
	Iteration 22Q: 3 clusters Score -119578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119580.437500 Penalty: 2431.139160
	Iteration 23Q: 3 clusters Score -119580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119582.148438 Penalty: 2431.139160
	Iteration 24Q: 3 clusters Score -119582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119582.148438 Penalty: 2431.139160
	Iteration 25F: 3 clusters Score -119582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -361628.406250 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -361628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -358019.875000 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -358019.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -359201.468750 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -359201.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -359552.687500 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -359552.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -359906.812500 Penalty: 2735.071289
	Iteration 3F: 3 clusters Score -359906.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -360223.687500 Penalty: 2735.071289
	Iteration 4F: 3 clusters Score -360223.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -360433.281250 Penalty: 2735.071289
	Iteration 5F: 3 clusters Score -360433.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -360552.968750 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -360553 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -360636.437500 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -360636.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -360704.687500 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -360704.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -360752.312500 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -360752.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -360793.562500 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -360793.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -360835.406250 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -360835.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -360887.625000 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -360887.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -360984.031250 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -360984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -361090.750000 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -361090.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -361173.468750 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -361173.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -361217.218750 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -361217.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -361239.718750 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -361239.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -361251.718750 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -361251.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -361259.343750 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -361259.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -361264.687500 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -361264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -361267.968750 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -361268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -361270.531250 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -361270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -361272.562500 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -361272.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -361274.093750 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -361274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -361274.093750 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -361274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -361274.593750 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -361274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -361274.968750 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -361275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -361275.000000 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -361275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -361274.468750 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -361274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -361275.843750 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -361275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -361275.843750 Penalty: 2735.071289
	Iteration 31F: 3 clusters Score -361275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -28259.503906 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -28259.5 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 211 members 
Entering Unmasked Estep 
Score: -27211.921875 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -27211.92 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27378.525391 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -27378.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27455.353516 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -27455.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27491.384766 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -27491.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27511.242188 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -27511.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27528.558594 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -27528.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27546.048828 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -27546.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27554.900391 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -27554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27558.591797 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -27558.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27561.017578 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -27561.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27561.017578 Penalty: 1966.928955
	Iteration 10F: 3 clusters Score -27561.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 21693 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61683 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150378 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44939 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 73074 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13102 members 
Mstep: Class 30 contains 174664 members 
Mstep: Class 31 contains 5444 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1773 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316680.000000 Penalty: 77947.726562
Iteration 119Q: 36 clusters Score -7.631668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 21671 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61675 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150372 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44941 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 73072 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174667 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1775 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316736.000000 Penalty: 77947.726562
Iteration 120F: 36 clusters Score -7.631674e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 21660 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25434 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61660 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150368 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 38175 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44942 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73068 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13099 members 
Mstep: Class 30 contains 174664 members 
Mstep: Class 31 contains 5449 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316720.000000 Penalty: 77947.726562
Iteration 121Q: 36 clusters Score -7.631672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61652 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150371 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 38177 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11901 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44940 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73065 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174662 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316664.000000 Penalty: 77947.726562
Iteration 122Q: 36 clusters Score -7.631666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 21642 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61649 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150376 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23859 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 38177 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44941 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73061 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174662 members 
Mstep: Class 31 contains 5451 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 77947.726562
Iteration 123Q: 36 clusters Score -7.631665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 21633 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61644 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23860 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 38181 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44941 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73055 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174664 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316592.000000 Penalty: 77947.726562
Iteration 124Q: 36 clusters Score -7.631659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61646 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23860 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 38183 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11895 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44941 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30918 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73047 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174667 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316616.000000 Penalty: 77947.726562
Iteration 125Q: 36 clusters Score -7.631662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 21609 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61652 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150380 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23858 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 17 contains 38185 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11886 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44943 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30918 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73037 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 77947.726562
Iteration 126Q: 36 clusters Score -7.631665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 21597 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61656 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 38186 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44943 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30918 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73031 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174673 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 127Q: 36 clusters Score -7.631669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61654 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 17736 members 
Mstep: Class 17 contains 38186 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44943 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30918 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73025 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174673 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316680.000000 Penalty: 77947.726562
Iteration 128Q: 36 clusters Score -7.631668e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 21572 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61656 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150381 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38186 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44944 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73018 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174673 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 77947.726562
Iteration 129Q: 36 clusters Score -7.63167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 21560 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61658 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36334 members 
Mstep: Class 10 contains 150382 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38187 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44944 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30917 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73014 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174671 members 
Mstep: Class 31 contains 5453 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316640.000000 Penalty: 77947.726562
Iteration 130Q: 36 clusters Score -7.631664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 21557 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61657 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36334 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38189 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44944 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30916 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73009 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316648.000000 Penalty: 77947.726562
Iteration 131Q: 36 clusters Score -7.631665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61653 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38192 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44945 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73007 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5456 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316728.000000 Penalty: 77947.726562
Iteration 132Q: 36 clusters Score -7.631673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61648 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150384 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44945 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73006 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174671 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316712.000000 Penalty: 77947.726562
Iteration 133Q: 36 clusters Score -7.631671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61644 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38198 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73005 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 77947.726562
Iteration 134Q: 36 clusters Score -7.63167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61640 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38198 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73005 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316704.000000 Penalty: 77947.726562
Iteration 135Q: 36 clusters Score -7.63167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 21551 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61640 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150385 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38198 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73004 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 136Q: 36 clusters Score -7.631669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61639 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150387 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38198 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44947 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73003 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316680.000000 Penalty: 77947.726562
Iteration 137Q: 36 clusters Score -7.631668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61638 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150386 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44948 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73003 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 138Q: 36 clusters Score -7.631669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 21550 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61638 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44948 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73003 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5459 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316680.000000 Penalty: 77947.726562
Iteration 139Q: 36 clusters Score -7.631668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 21549 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61638 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150382 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73002 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5462 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316632.000000 Penalty: 77947.726562
Iteration 140F: 36 clusters Score -7.631663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61636 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150379 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23856 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73002 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316672.000000 Penalty: 77947.726562
Iteration 141Q: 36 clusters Score -7.631667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61635 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150377 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 23855 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73002 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316656.000000 Penalty: 77947.726562
Iteration 142Q: 36 clusters Score -7.631666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61633 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36332 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73002 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174670 members 
Mstep: Class 31 contains 5474 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316672.000000 Penalty: 77947.726562
Iteration 143Q: 36 clusters Score -7.631667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61630 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150373 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316672.000000 Penalty: 77947.726562
Iteration 144Q: 36 clusters Score -7.631667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61628 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150373 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44949 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 77947.726562
Iteration 145Q: 36 clusters Score -7.63167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61627 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150373 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44948 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316688.000000 Penalty: 77947.726562
Iteration 146Q: 36 clusters Score -7.631669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61627 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44947 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 77947.726562
Iteration 147Q: 36 clusters Score -7.63167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61627 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44947 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76316696.000000 Penalty: 77947.726562
Iteration 148F: 36 clusters Score -7.63167e+07 nChanged 0
Entering ConstructFrom: 
Score: -76316696.000000 Penalty: 77947.726562
Entering ConstructFrom: 
Trying to split cluster 1 (95082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95082 members 
Entering Unmasked Estep 
Score: -8541510.000000 Penalty: 1862.655396
	Iteration 0F: 2 clusters Score -8541510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8477983.000000 Penalty: 3725.310791
	Iteration 0F: 3 clusters Score -8477983 nChanged 45360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8504284.000000 Penalty: 3725.310791
	Iteration 1F: 3 clusters Score -8504284 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8505340.000000 Penalty: 3725.310791
	Iteration 2Q: 3 clusters Score -8505340 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -8507108.000000 Penalty: 3725.310791
	Iteration 3Q: 3 clusters Score -8507108 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8510340.000000 Penalty: 3725.310791
	Iteration 4F: 3 clusters Score -8510340 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -8515949.000000 Penalty: 3725.310791
	Iteration 5F: 3 clusters Score -8515949 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -8523911.000000 Penalty: 3725.310791
	Iteration 6F: 3 clusters Score -8523911 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8531624.000000 Penalty: 3725.310791
	Iteration 7F: 3 clusters Score -8531624 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8536540.000000 Penalty: 3725.310791
	Iteration 8F: 3 clusters Score -8536540 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8538786.000000 Penalty: 3725.310791
	Iteration 9Q: 3 clusters Score -8538786 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8539525.000000 Penalty: 3725.310791
	Iteration 10Q: 3 clusters Score -8539525 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8539733.000000 Penalty: 3725.310791
	Iteration 11Q: 3 clusters Score -8539733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8539814.000000 Penalty: 3725.310791
	Iteration 12Q: 3 clusters Score -8539814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8539844.000000 Penalty: 3725.310791
	Iteration 13Q: 3 clusters Score -8539844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8539857.000000 Penalty: 3725.310791
	Iteration 14Q: 3 clusters Score -8539857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8539862.000000 Penalty: 3725.310791
	Iteration 15Q: 3 clusters Score -8539862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8539878.000000 Penalty: 3725.310791
	Iteration 16Q: 3 clusters Score -8539878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8539877.000000 Penalty: 3725.310791
	Iteration 17Q: 3 clusters Score -8539877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8539878.000000 Penalty: 3725.310791
	Iteration 18Q: 3 clusters Score -8539878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8539878.000000 Penalty: 3725.310791
	Iteration 19Q: 3 clusters Score -8539878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8539878.000000 Penalty: 3725.310791
	Iteration 20F: 3 clusters Score -8539878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Entering Unmasked Estep 
Score: -1902699.000000 Penalty: 1621.423706
	Iteration 0F: 2 clusters Score -1902699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1888136.625000 Penalty: 3242.847412
	Iteration 0F: 3 clusters Score -1888137 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1893404.500000 Penalty: 3242.847412
	Iteration 1F: 3 clusters Score -1893404 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1893936.375000 Penalty: 3242.847412
	Iteration 2F: 3 clusters Score -1893936 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1894599.875000 Penalty: 3242.847412
	Iteration 3F: 3 clusters Score -1894600 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1895438.500000 Penalty: 3242.847412
	Iteration 4F: 3 clusters Score -1895438 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1896473.500000 Penalty: 3242.847412
	Iteration 5F: 3 clusters Score -1896474 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1897749.375000 Penalty: 3242.847412
	Iteration 6F: 3 clusters Score -1897749 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1898999.875000 Penalty: 3242.847412
	Iteration 7F: 3 clusters Score -1899000 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1899975.125000 Penalty: 3242.847412
	Iteration 8Q: 3 clusters Score -1899975 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1900615.125000 Penalty: 3242.847412
	Iteration 9Q: 3 clusters Score -1900615 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1901016.000000 Penalty: 3242.847412
	Iteration 10Q: 3 clusters Score -1901016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1901278.375000 Penalty: 3242.847412
	Iteration 11Q: 3 clusters Score -1901278 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1901436.375000 Penalty: 3242.847412
	Iteration 12Q: 3 clusters Score -1901436 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1901537.875000 Penalty: 3242.847412
	Iteration 13Q: 3 clusters Score -1901538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1901574.250000 Penalty: 3242.847412
	Iteration 14Q: 3 clusters Score -1901574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1901603.000000 Penalty: 3242.847412
	Iteration 15Q: 3 clusters Score -1901603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1901624.875000 Penalty: 3242.847412
	Iteration 16Q: 3 clusters Score -1901625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1901645.000000 Penalty: 3242.847412
	Iteration 17Q: 3 clusters Score -1901645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1901673.250000 Penalty: 3242.847412
	Iteration 18Q: 3 clusters Score -1901673 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1901705.125000 Penalty: 3242.847412
	Iteration 19Q: 3 clusters Score -1901705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1901744.500000 Penalty: 3242.847412
	Iteration 20F: 3 clusters Score -1901744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1901774.750000 Penalty: 3242.847412
	Iteration 21Q: 3 clusters Score -1901775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1901797.875000 Penalty: 3242.847412
	Iteration 22Q: 3 clusters Score -1901798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1901829.875000 Penalty: 3242.847412
	Iteration 23Q: 3 clusters Score -1901830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1901858.375000 Penalty: 3242.847412
	Iteration 24Q: 3 clusters Score -1901858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1901884.375000 Penalty: 3242.847412
	Iteration 25Q: 3 clusters Score -1901884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -1901903.125000 Penalty: 3242.847412
	Iteration 26Q: 3 clusters Score -1901903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1901918.625000 Penalty: 3242.847412
	Iteration 27Q: 3 clusters Score -1901919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1901923.625000 Penalty: 3242.847412
	Iteration 28Q: 3 clusters Score -1901924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1901935.125000 Penalty: 3242.847412
	Iteration 29Q: 3 clusters Score -1901935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1901945.750000 Penalty: 3242.847412
	Iteration 30Q: 3 clusters Score -1901946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1901948.750000 Penalty: 3242.847412
	Iteration 31Q: 3 clusters Score -1901949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1901956.250000 Penalty: 3242.847412
	Iteration 32Q: 3 clusters Score -1901956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1901957.375000 Penalty: 3242.847412
	Iteration 33Q: 3 clusters Score -1901957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1901962.000000 Penalty: 3242.847412
	Iteration 34Q: 3 clusters Score -1901962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1901960.125000 Penalty: 3242.847412
	Iteration 35Q: 3 clusters Score -1901960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1901962.250000 Penalty: 3242.847412
	Iteration 36Q: 3 clusters Score -1901962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1901962.125000 Penalty: 3242.847412
	Iteration 37Q: 3 clusters Score -1901962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1901963.875000 Penalty: 3242.847412
	Iteration 38Q: 3 clusters Score -1901964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1901963.500000 Penalty: 3242.847412
	Iteration 39Q: 3 clusters Score -1901964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1901964.500000 Penalty: 3242.847412
	Iteration 40F: 3 clusters Score -1901964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -103785.046875 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -103785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102154.234375 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -102154.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102500.812500 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -102500.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102602.148438 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -102602.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -102652.632812 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -102652.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -102708.359375 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -102708.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102759.335938 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -102759.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -102838.390625 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -102838.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -102971.492188 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -102971.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -103165.992188 Penalty: 2331.536377
	Iteration 8F: 3 clusters Score -103166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103270.617188 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -103270.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103349.921875 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -103349.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103423.085938 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -103423.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103481.968750 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -103482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103542.796875 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -103542.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103596.750000 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -103596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -103657.820312 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -103657.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103739.796875 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -103739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -103778.289062 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -103778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103792.734375 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -103792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103795.921875 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -103795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103808.859375 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -103808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103817.359375 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -103817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103819.195312 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -103819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103820.734375 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -103820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103822.109375 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -103822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103822.109375 Penalty: 2331.536377
	Iteration 25F: 3 clusters Score -103822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61627 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44947 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Mstep: Class 36 contains 529 members 
Entering Unmasked Estep 
Score: -76315616.000000 Penalty: 80174.804688
Splitting cluster 3 changes total score from -76316696.000000 to -76315616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -154575.328125 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -154575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152556.328125 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -152556.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -153156.968750 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -153157 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -153413.343750 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -153413.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153559.343750 Penalty: 2459.891113
	Iteration 3F: 3 clusters Score -153559.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -153659.781250 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -153659.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -153721.640625 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -153721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -153757.375000 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -153757.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -153803.375000 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -153803.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153843.250000 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -153843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -153871.375000 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -153871.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -153894.406250 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -153894.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153922.375000 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -153922.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -153963.500000 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -153963.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -153992.843750 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -153992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -154019.265625 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -154019.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -154034.984375 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -154035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -154042.296875 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -154042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -154046.343750 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -154046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -154048.734375 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -154048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -154049.484375 Penalty: 2459.891113
	Iteration 19Q: 3 clusters Score -154049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -154050.328125 Penalty: 2459.891113
	Iteration 20F: 3 clusters Score -154050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -154052.078125 Penalty: 2459.891113
	Iteration 21Q: 3 clusters Score -154052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -154052.078125 Penalty: 2459.891113
	Iteration 22F: 3 clusters Score -154052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Entering Unmasked Estep 
Score: -2188013.250000 Penalty: 1648.361572
	Iteration 0F: 2 clusters Score -2188013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2170835.500000 Penalty: 3296.723145
	Iteration 0F: 3 clusters Score -2170836 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2177256.500000 Penalty: 3296.723145
	Iteration 1F: 3 clusters Score -2177256 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2177586.000000 Penalty: 3296.723145
	Iteration 2Q: 3 clusters Score -2177586 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2177829.750000 Penalty: 3296.723145
	Iteration 3Q: 3 clusters Score -2177830 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2178050.000000 Penalty: 3296.723145
	Iteration 4Q: 3 clusters Score -2178050 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2178250.750000 Penalty: 3296.723145
	Iteration 5Q: 3 clusters Score -2178251 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2178456.500000 Penalty: 3296.723145
	Iteration 6Q: 3 clusters Score -2178456 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2178672.000000 Penalty: 3296.723145
	Iteration 7Q: 3 clusters Score -2178672 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2178903.500000 Penalty: 3296.723145
	Iteration 8Q: 3 clusters Score -2178904 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2179155.500000 Penalty: 3296.723145
	Iteration 9Q: 3 clusters Score -2179156 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2179472.250000 Penalty: 3296.723145
	Iteration 10Q: 3 clusters Score -2179472 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2179914.000000 Penalty: 3296.723145
	Iteration 11Q: 3 clusters Score -2179914 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2180498.250000 Penalty: 3296.723145
	Iteration 12Q: 3 clusters Score -2180498 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2181175.500000 Penalty: 3296.723145
	Iteration 13Q: 3 clusters Score -2181176 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2181804.250000 Penalty: 3296.723145
	Iteration 14Q: 3 clusters Score -2181804 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2182227.500000 Penalty: 3296.723145
	Iteration 15Q: 3 clusters Score -2182228 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2182466.500000 Penalty: 3296.723145
	Iteration 16Q: 3 clusters Score -2182466 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2182602.750000 Penalty: 3296.723145
	Iteration 17Q: 3 clusters Score -2182603 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2182696.000000 Penalty: 3296.723145
	Iteration 18Q: 3 clusters Score -2182696 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2182776.000000 Penalty: 3296.723145
	Iteration 19Q: 3 clusters Score -2182776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2182853.250000 Penalty: 3296.723145
	Iteration 20F: 3 clusters Score -2182853 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2182942.000000 Penalty: 3296.723145
	Iteration 21Q: 3 clusters Score -2182942 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2183042.750000 Penalty: 3296.723145
	Iteration 22Q: 3 clusters Score -2183043 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2183145.000000 Penalty: 3296.723145
	Iteration 23Q: 3 clusters Score -2183145 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2183254.750000 Penalty: 3296.723145
	Iteration 24Q: 3 clusters Score -2183255 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2183389.500000 Penalty: 3296.723145
	Iteration 25Q: 3 clusters Score -2183390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2183525.750000 Penalty: 3296.723145
	Iteration 26Q: 3 clusters Score -2183526 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2183664.500000 Penalty: 3296.723145
	Iteration 27Q: 3 clusters Score -2183664 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2183801.250000 Penalty: 3296.723145
	Iteration 28Q: 3 clusters Score -2183801 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2183946.250000 Penalty: 3296.723145
	Iteration 29Q: 3 clusters Score -2183946 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2184114.500000 Penalty: 3296.723145
	Iteration 30Q: 3 clusters Score -2184114 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2184309.500000 Penalty: 3296.723145
	Iteration 31Q: 3 clusters Score -2184310 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2184533.500000 Penalty: 3296.723145
	Iteration 32Q: 3 clusters Score -2184534 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2184733.750000 Penalty: 3296.723145
	Iteration 33Q: 3 clusters Score -2184734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2184974.000000 Penalty: 3296.723145
	Iteration 34Q: 3 clusters Score -2184974 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2185220.750000 Penalty: 3296.723145
	Iteration 35Q: 3 clusters Score -2185221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2185440.500000 Penalty: 3296.723145
	Iteration 36Q: 3 clusters Score -2185440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2185651.500000 Penalty: 3296.723145
	Iteration 37Q: 3 clusters Score -2185652 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2185851.000000 Penalty: 3296.723145
	Iteration 38Q: 3 clusters Score -2185851 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2186002.500000 Penalty: 3296.723145
	Iteration 39Q: 3 clusters Score -2186002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2186118.000000 Penalty: 3296.723145
	Iteration 40F: 3 clusters Score -2186118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2186218.000000 Penalty: 3296.723145
	Iteration 41Q: 3 clusters Score -2186218 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2186301.000000 Penalty: 3296.723145
	Iteration 42Q: 3 clusters Score -2186301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2186347.500000 Penalty: 3296.723145
	Iteration 43Q: 3 clusters Score -2186348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2186391.000000 Penalty: 3296.723145
	Iteration 44Q: 3 clusters Score -2186391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2186424.000000 Penalty: 3296.723145
	Iteration 45Q: 3 clusters Score -2186424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2186449.000000 Penalty: 3296.723145
	Iteration 46Q: 3 clusters Score -2186449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2186469.500000 Penalty: 3296.723145
	Iteration 47Q: 3 clusters Score -2186470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2186492.750000 Penalty: 3296.723145
	Iteration 48Q: 3 clusters Score -2186493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2186510.750000 Penalty: 3296.723145
	Iteration 49Q: 3 clusters Score -2186511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2186526.750000 Penalty: 3296.723145
	Iteration 50Q: 3 clusters Score -2186527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2186543.000000 Penalty: 3296.723145
	Iteration 51Q: 3 clusters Score -2186543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2186545.500000 Penalty: 3296.723145
	Iteration 52Q: 3 clusters Score -2186546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2186549.250000 Penalty: 3296.723145
	Iteration 53Q: 3 clusters Score -2186549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2186554.500000 Penalty: 3296.723145
	Iteration 54Q: 3 clusters Score -2186554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2186557.750000 Penalty: 3296.723145
	Iteration 55Q: 3 clusters Score -2186558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2186559.750000 Penalty: 3296.723145
	Iteration 56Q: 3 clusters Score -2186560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2186560.000000 Penalty: 3296.723145
	Iteration 57Q: 3 clusters Score -2186560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2186561.250000 Penalty: 3296.723145
	Iteration 58Q: 3 clusters Score -2186561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2186564.250000 Penalty: 3296.723145
	Iteration 59Q: 3 clusters Score -2186564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2186564.250000 Penalty: 3296.723145
	Iteration 60F: 3 clusters Score -2186564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1031239.000000 Penalty: 1525.697021
	Iteration 0F: 2 clusters Score -1031239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1022932.312500 Penalty: 3051.394043
	Iteration 0F: 3 clusters Score -1022932 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1025951.125000 Penalty: 3051.394043
	Iteration 1F: 3 clusters Score -1025951 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1026441.375000 Penalty: 3051.394043
	Iteration 2F: 3 clusters Score -1026441 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1026932.750000 Penalty: 3051.394043
	Iteration 3F: 3 clusters Score -1026933 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1027393.625000 Penalty: 3051.394043
	Iteration 4F: 3 clusters Score -1027394 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1027753.125000 Penalty: 3051.394043
	Iteration 5F: 3 clusters Score -1027753 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1027991.187500 Penalty: 3051.394043
	Iteration 6Q: 3 clusters Score -1027991 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1028156.625000 Penalty: 3051.394043
	Iteration 7Q: 3 clusters Score -1028157 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1028257.750000 Penalty: 3051.394043
	Iteration 8Q: 3 clusters Score -1028258 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1028320.937500 Penalty: 3051.394043
	Iteration 9Q: 3 clusters Score -1028321 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1028361.687500 Penalty: 3051.394043
	Iteration 10Q: 3 clusters Score -1028362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1028381.937500 Penalty: 3051.394043
	Iteration 11Q: 3 clusters Score -1028382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1028402.500000 Penalty: 3051.394043
	Iteration 12Q: 3 clusters Score -1028402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1028416.625000 Penalty: 3051.394043
	Iteration 13Q: 3 clusters Score -1028417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1028428.250000 Penalty: 3051.394043
	Iteration 14Q: 3 clusters Score -1028428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1028436.875000 Penalty: 3051.394043
	Iteration 15Q: 3 clusters Score -1028437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1028445.500000 Penalty: 3051.394043
	Iteration 16Q: 3 clusters Score -1028446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1028453.312500 Penalty: 3051.394043
	Iteration 17Q: 3 clusters Score -1028453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1028457.187500 Penalty: 3051.394043
	Iteration 18Q: 3 clusters Score -1028457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1028466.187500 Penalty: 3051.394043
	Iteration 19Q: 3 clusters Score -1028466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1028468.687500 Penalty: 3051.394043
	Iteration 20F: 3 clusters Score -1028469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1028474.937500 Penalty: 3051.394043
	Iteration 21Q: 3 clusters Score -1028475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1028478.187500 Penalty: 3051.394043
	Iteration 22Q: 3 clusters Score -1028478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1028481.812500 Penalty: 3051.394043
	Iteration 23Q: 3 clusters Score -1028482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1028488.750000 Penalty: 3051.394043
	Iteration 24Q: 3 clusters Score -1028489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1028491.250000 Penalty: 3051.394043
	Iteration 25Q: 3 clusters Score -1028491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1028489.437500 Penalty: 3051.394043
	Iteration 26Q: 3 clusters Score -1028489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1028495.375000 Penalty: 3051.394043
	Iteration 27Q: 3 clusters Score -1028495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1028498.250000 Penalty: 3051.394043
	Iteration 28Q: 3 clusters Score -1028498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1028503.625000 Penalty: 3051.394043
	Iteration 29Q: 3 clusters Score -1028504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1028505.125000 Penalty: 3051.394043
	Iteration 30Q: 3 clusters Score -1028505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1028508.437500 Penalty: 3051.394043
	Iteration 31Q: 3 clusters Score -1028508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1028513.562500 Penalty: 3051.394043
	Iteration 32Q: 3 clusters Score -1028514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1028524.625000 Penalty: 3051.394043
	Iteration 33Q: 3 clusters Score -1028525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1028529.187500 Penalty: 3051.394043
	Iteration 34Q: 3 clusters Score -1028529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1028536.375000 Penalty: 3051.394043
	Iteration 35Q: 3 clusters Score -1028536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1028544.437500 Penalty: 3051.394043
	Iteration 36Q: 3 clusters Score -1028544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1028548.875000 Penalty: 3051.394043
	Iteration 37Q: 3 clusters Score -1028549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1028557.812500 Penalty: 3051.394043
	Iteration 38Q: 3 clusters Score -1028558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1028567.875000 Penalty: 3051.394043
	Iteration 39Q: 3 clusters Score -1028568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1028576.000000 Penalty: 3051.394043
	Iteration 40F: 3 clusters Score -1028576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1028589.562500 Penalty: 3051.394043
	Iteration 41Q: 3 clusters Score -1028590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1028609.312500 Penalty: 3051.394043
	Iteration 42Q: 3 clusters Score -1028609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1028629.437500 Penalty: 3051.394043
	Iteration 43Q: 3 clusters Score -1028629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1028649.187500 Penalty: 3051.394043
	Iteration 44Q: 3 clusters Score -1028649 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1028678.687500 Penalty: 3051.394043
	Iteration 45Q: 3 clusters Score -1028679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1028732.000000 Penalty: 3051.394043
	Iteration 46Q: 3 clusters Score -1028732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1028786.625000 Penalty: 3051.394043
	Iteration 47Q: 3 clusters Score -1028787 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1028837.375000 Penalty: 3051.394043
	Iteration 48Q: 3 clusters Score -1028837 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1028887.312500 Penalty: 3051.394043
	Iteration 49Q: 3 clusters Score -1028887 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1028952.125000 Penalty: 3051.394043
	Iteration 50Q: 3 clusters Score -1028952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1029016.750000 Penalty: 3051.394043
	Iteration 51Q: 3 clusters Score -1029017 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1029099.500000 Penalty: 3051.394043
	Iteration 52Q: 3 clusters Score -1029100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1029198.687500 Penalty: 3051.394043
	Iteration 53Q: 3 clusters Score -1029199 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1029300.312500 Penalty: 3051.394043
	Iteration 54Q: 3 clusters Score -1029300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1029403.250000 Penalty: 3051.394043
	Iteration 55Q: 3 clusters Score -1029403 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1029490.437500 Penalty: 3051.394043
	Iteration 56Q: 3 clusters Score -1029490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1029552.000000 Penalty: 3051.394043
	Iteration 57Q: 3 clusters Score -1029552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1029608.437500 Penalty: 3051.394043
	Iteration 58Q: 3 clusters Score -1029608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1029648.875000 Penalty: 3051.394043
	Iteration 59Q: 3 clusters Score -1029649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1029677.875000 Penalty: 3051.394043
	Iteration 60F: 3 clusters Score -1029678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1029712.375000 Penalty: 3051.394043
	Iteration 61Q: 3 clusters Score -1029712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1029746.125000 Penalty: 3051.394043
	Iteration 62Q: 3 clusters Score -1029746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1029777.750000 Penalty: 3051.394043
	Iteration 63Q: 3 clusters Score -1029778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1029807.250000 Penalty: 3051.394043
	Iteration 64Q: 3 clusters Score -1029807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1029837.062500 Penalty: 3051.394043
	Iteration 65Q: 3 clusters Score -1029837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1029858.875000 Penalty: 3051.394043
	Iteration 66Q: 3 clusters Score -1029859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1029877.812500 Penalty: 3051.394043
	Iteration 67Q: 3 clusters Score -1029878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1029896.312500 Penalty: 3051.394043
	Iteration 68Q: 3 clusters Score -1029896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1029914.312500 Penalty: 3051.394043
	Iteration 69Q: 3 clusters Score -1029914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1029922.750000 Penalty: 3051.394043
	Iteration 70Q: 3 clusters Score -1029923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1029933.687500 Penalty: 3051.394043
	Iteration 71Q: 3 clusters Score -1029934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1029937.750000 Penalty: 3051.394043
	Iteration 72Q: 3 clusters Score -1029938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1029941.437500 Penalty: 3051.394043
	Iteration 73Q: 3 clusters Score -1029941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1029943.750000 Penalty: 3051.394043
	Iteration 74Q: 3 clusters Score -1029944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1029944.437500 Penalty: 3051.394043
	Iteration 75Q: 3 clusters Score -1029944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1029946.062500 Penalty: 3051.394043
	Iteration 76Q: 3 clusters Score -1029946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1029947.750000 Penalty: 3051.394043
	Iteration 77Q: 3 clusters Score -1029948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1029947.687500 Penalty: 3051.394043
	Iteration 78Q: 3 clusters Score -1029948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1029947.625000 Penalty: 3051.394043
	Iteration 79Q: 3 clusters Score -1029948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1029947.625000 Penalty: 3051.394043
	Iteration 80F: 3 clusters Score -1029948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Entering Unmasked Estep 
Score: -5369377.000000 Penalty: 1792.188965
	Iteration 0F: 2 clusters Score -5369377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -5328307.000000 Penalty: 3584.377930
	Iteration 0F: 3 clusters Score -5328307 nChanged 29137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5344598.000000 Penalty: 3584.377930
	Iteration 1F: 3 clusters Score -5344598 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -5345072.500000 Penalty: 3584.377930
	Iteration 2Q: 3 clusters Score -5345072 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5345601.000000 Penalty: 3584.377930
	Iteration 3Q: 3 clusters Score -5345601 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5346273.500000 Penalty: 3584.377930
	Iteration 4Q: 3 clusters Score -5346274 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -5347368.000000 Penalty: 3584.377930
	Iteration 5Q: 3 clusters Score -5347368 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5349173.500000 Penalty: 3584.377930
	Iteration 6F: 3 clusters Score -5349174 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5352009.000000 Penalty: 3584.377930
	Iteration 7F: 3 clusters Score -5352009 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5355789.000000 Penalty: 3584.377930
	Iteration 8F: 3 clusters Score -5355789 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -5359852.000000 Penalty: 3584.377930
	Iteration 9F: 3 clusters Score -5359852 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -5362983.000000 Penalty: 3584.377930
	Iteration 10F: 3 clusters Score -5362983 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -5364979.500000 Penalty: 3584.377930
	Iteration 11Q: 3 clusters Score -5364980 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -5366095.500000 Penalty: 3584.377930
	Iteration 12Q: 3 clusters Score -5366096 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -5366717.000000 Penalty: 3584.377930
	Iteration 13Q: 3 clusters Score -5366717 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -5367079.500000 Penalty: 3584.377930
	Iteration 14Q: 3 clusters Score -5367080 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -5367337.000000 Penalty: 3584.377930
	Iteration 15Q: 3 clusters Score -5367337 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -5367509.000000 Penalty: 3584.377930
	Iteration 16Q: 3 clusters Score -5367509 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -5367587.000000 Penalty: 3584.377930
	Iteration 17Q: 3 clusters Score -5367587 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5367614.500000 Penalty: 3584.377930
	Iteration 18Q: 3 clusters Score -5367614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -5367652.500000 Penalty: 3584.377930
	Iteration 19Q: 3 clusters Score -5367652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -5367684.000000 Penalty: 3584.377930
	Iteration 20F: 3 clusters Score -5367684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -5367728.500000 Penalty: 3584.377930
	Iteration 21Q: 3 clusters Score -5367728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -5367744.000000 Penalty: 3584.377930
	Iteration 22Q: 3 clusters Score -5367744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -5367755.000000 Penalty: 3584.377930
	Iteration 23Q: 3 clusters Score -5367755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -5367792.000000 Penalty: 3584.377930
	Iteration 24Q: 3 clusters Score -5367792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -5367800.500000 Penalty: 3584.377930
	Iteration 25Q: 3 clusters Score -5367800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -5367809.000000 Penalty: 3584.377930
	Iteration 26Q: 3 clusters Score -5367809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -5367809.500000 Penalty: 3584.377930
	Iteration 27Q: 3 clusters Score -5367810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -5367829.000000 Penalty: 3584.377930
	Iteration 28Q: 3 clusters Score -5367829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -5367835.000000 Penalty: 3584.377930
	Iteration 29Q: 3 clusters Score -5367835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -5367843.500000 Penalty: 3584.377930
	Iteration 30Q: 3 clusters Score -5367844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -5367844.500000 Penalty: 3584.377930
	Iteration 31Q: 3 clusters Score -5367844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -5367857.000000 Penalty: 3584.377930
	Iteration 32Q: 3 clusters Score -5367857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -5367882.500000 Penalty: 3584.377930
	Iteration 33Q: 3 clusters Score -5367882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -5367881.500000 Penalty: 3584.377930
	Iteration 34Q: 3 clusters Score -5367882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -5367900.000000 Penalty: 3584.377930
	Iteration 35Q: 3 clusters Score -5367900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -5367905.500000 Penalty: 3584.377930
	Iteration 36Q: 3 clusters Score -5367906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -5367911.500000 Penalty: 3584.377930
	Iteration 37Q: 3 clusters Score -5367912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -5367917.500000 Penalty: 3584.377930
	Iteration 38Q: 3 clusters Score -5367918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -5367918.500000 Penalty: 3584.377930
	Iteration 39Q: 3 clusters Score -5367918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -5367922.000000 Penalty: 3584.377930
	Iteration 40F: 3 clusters Score -5367922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -5367916.000000 Penalty: 3584.377930
	Iteration 41Q: 3 clusters Score -5367916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -5367915.000000 Penalty: 3584.377930
	Iteration 42Q: 3 clusters Score -5367915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -5367908.000000 Penalty: 3584.377930
	Iteration 43Q: 3 clusters Score -5367908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -5367911.500000 Penalty: 3584.377930
	Iteration 44Q: 3 clusters Score -5367912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -5367921.500000 Penalty: 3584.377930
	Iteration 45Q: 3 clusters Score -5367922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -5367918.500000 Penalty: 3584.377930
	Iteration 46Q: 3 clusters Score -5367918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -5367920.500000 Penalty: 3584.377930
	Iteration 47Q: 3 clusters Score -5367920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -5367919.000000 Penalty: 3584.377930
	Iteration 48Q: 3 clusters Score -5367919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -5367917.500000 Penalty: 3584.377930
	Iteration 49Q: 3 clusters Score -5367918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -5367918.000000 Penalty: 3584.377930
	Iteration 50Q: 3 clusters Score -5367918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -5367928.500000 Penalty: 3584.377930
	Iteration 51Q: 3 clusters Score -5367928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -5367927.500000 Penalty: 3584.377930
	Iteration 52Q: 3 clusters Score -5367928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -5367927.500000 Penalty: 3584.377930
	Iteration 53Q: 3 clusters Score -5367928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -5367929.000000 Penalty: 3584.377930
	Iteration 54Q: 3 clusters Score -5367929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -5367937.500000 Penalty: 3584.377930
	Iteration 55Q: 3 clusters Score -5367938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -5367937.000000 Penalty: 3584.377930
	Iteration 56Q: 3 clusters Score -5367937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -5367931.000000 Penalty: 3584.377930
	Iteration 57Q: 3 clusters Score -5367931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -5367932.000000 Penalty: 3584.377930
	Iteration 58Q: 3 clusters Score -5367932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -5367929.500000 Penalty: 3584.377930
	Iteration 59Q: 3 clusters Score -5367930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -5367927.000000 Penalty: 3584.377930
	Iteration 60F: 3 clusters Score -5367927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -5367929.000000 Penalty: 3584.377930
	Iteration 61Q: 3 clusters Score -5367929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -5367932.500000 Penalty: 3584.377930
	Iteration 62Q: 3 clusters Score -5367932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -5367930.500000 Penalty: 3584.377930
	Iteration 63Q: 3 clusters Score -5367930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -5367932.500000 Penalty: 3584.377930
	Iteration 64Q: 3 clusters Score -5367932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -5367926.500000 Penalty: 3584.377930
	Iteration 65Q: 3 clusters Score -5367926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -5367921.500000 Penalty: 3584.377930
	Iteration 66Q: 3 clusters Score -5367922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -5367928.000000 Penalty: 3584.377930
	Iteration 67Q: 3 clusters Score -5367928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -5367931.000000 Penalty: 3584.377930
	Iteration 68Q: 3 clusters Score -5367931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -5367936.500000 Penalty: 3584.377930
	Iteration 69Q: 3 clusters Score -5367936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -5367939.000000 Penalty: 3584.377930
	Iteration 70Q: 3 clusters Score -5367939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -5367941.000000 Penalty: 3584.377930
	Iteration 71Q: 3 clusters Score -5367941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -5367946.500000 Penalty: 3584.377930
	Iteration 72Q: 3 clusters Score -5367946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -5367943.500000 Penalty: 3584.377930
	Iteration 73Q: 3 clusters Score -5367944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -5367944.500000 Penalty: 3584.377930
	Iteration 74Q: 3 clusters Score -5367944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -5367944.500000 Penalty: 3584.377930
	Iteration 75F: 3 clusters Score -5367944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -770273.562500 Penalty: 1491.563110
	Iteration 0F: 2 clusters Score -770273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -763172.312500 Penalty: 2983.126221
	Iteration 0F: 3 clusters Score -763172.3 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -765730.750000 Penalty: 2983.126221
	Iteration 1F: 3 clusters Score -765730.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -766192.187500 Penalty: 2983.126221
	Iteration 2F: 3 clusters Score -766192.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -766591.000000 Penalty: 2983.126221
	Iteration 3F: 3 clusters Score -766591 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -766956.375000 Penalty: 2983.126221
	Iteration 4F: 3 clusters Score -766956.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -767249.625000 Penalty: 2983.126221
	Iteration 5F: 3 clusters Score -767249.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -767514.812500 Penalty: 2983.126221
	Iteration 6Q: 3 clusters Score -767514.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -767774.875000 Penalty: 2983.126221
	Iteration 7Q: 3 clusters Score -767774.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -767961.687500 Penalty: 2983.126221
	Iteration 8Q: 3 clusters Score -767961.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -768120.562500 Penalty: 2983.126221
	Iteration 9Q: 3 clusters Score -768120.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -768255.875000 Penalty: 2983.126221
	Iteration 10Q: 3 clusters Score -768255.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -768396.562500 Penalty: 2983.126221
	Iteration 11Q: 3 clusters Score -768396.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -768514.437500 Penalty: 2983.126221
	Iteration 12Q: 3 clusters Score -768514.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -768649.062500 Penalty: 2983.126221
	Iteration 13Q: 3 clusters Score -768649.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -768762.250000 Penalty: 2983.126221
	Iteration 14Q: 3 clusters Score -768762.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -768835.312500 Penalty: 2983.126221
	Iteration 15Q: 3 clusters Score -768835.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -768892.125000 Penalty: 2983.126221
	Iteration 16Q: 3 clusters Score -768892.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -768933.187500 Penalty: 2983.126221
	Iteration 17Q: 3 clusters Score -768933.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -768963.937500 Penalty: 2983.126221
	Iteration 18Q: 3 clusters Score -768963.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -768995.812500 Penalty: 2983.126221
	Iteration 19Q: 3 clusters Score -768995.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -769028.312500 Penalty: 2983.126221
	Iteration 20F: 3 clusters Score -769028.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -769052.000000 Penalty: 2983.126221
	Iteration 21Q: 3 clusters Score -769052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -769069.125000 Penalty: 2983.126221
	Iteration 22Q: 3 clusters Score -769069.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -769091.125000 Penalty: 2983.126221
	Iteration 23Q: 3 clusters Score -769091.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -769107.937500 Penalty: 2983.126221
	Iteration 24Q: 3 clusters Score -769107.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -769120.312500 Penalty: 2983.126221
	Iteration 25Q: 3 clusters Score -769120.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -769128.312500 Penalty: 2983.126221
	Iteration 26Q: 3 clusters Score -769128.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -769136.437500 Penalty: 2983.126221
	Iteration 27Q: 3 clusters Score -769136.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -769142.687500 Penalty: 2983.126221
	Iteration 28Q: 3 clusters Score -769142.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -769149.125000 Penalty: 2983.126221
	Iteration 29Q: 3 clusters Score -769149.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -769156.062500 Penalty: 2983.126221
	Iteration 30Q: 3 clusters Score -769156.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -769165.875000 Penalty: 2983.126221
	Iteration 31Q: 3 clusters Score -769165.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -769172.437500 Penalty: 2983.126221
	Iteration 32Q: 3 clusters Score -769172.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -769175.875000 Penalty: 2983.126221
	Iteration 33Q: 3 clusters Score -769175.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -769183.750000 Penalty: 2983.126221
	Iteration 34Q: 3 clusters Score -769183.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -769191.687500 Penalty: 2983.126221
	Iteration 35Q: 3 clusters Score -769191.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -769198.875000 Penalty: 2983.126221
	Iteration 36Q: 3 clusters Score -769198.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -769205.687500 Penalty: 2983.126221
	Iteration 37Q: 3 clusters Score -769205.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -769211.562500 Penalty: 2983.126221
	Iteration 38Q: 3 clusters Score -769211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -769214.812500 Penalty: 2983.126221
	Iteration 39Q: 3 clusters Score -769214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -769219.562500 Penalty: 2983.126221
	Iteration 40F: 3 clusters Score -769219.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -769225.875000 Penalty: 2983.126221
	Iteration 41Q: 3 clusters Score -769225.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -769233.312500 Penalty: 2983.126221
	Iteration 42Q: 3 clusters Score -769233.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -769236.812500 Penalty: 2983.126221
	Iteration 43Q: 3 clusters Score -769236.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -769240.625000 Penalty: 2983.126221
	Iteration 44Q: 3 clusters Score -769240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -769245.312500 Penalty: 2983.126221
	Iteration 45Q: 3 clusters Score -769245.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -769248.187500 Penalty: 2983.126221
	Iteration 46Q: 3 clusters Score -769248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -769248.312500 Penalty: 2983.126221
	Iteration 47Q: 3 clusters Score -769248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -769249.500000 Penalty: 2983.126221
	Iteration 48Q: 3 clusters Score -769249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -769251.750000 Penalty: 2983.126221
	Iteration 49Q: 3 clusters Score -769251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -769254.250000 Penalty: 2983.126221
	Iteration 50Q: 3 clusters Score -769254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -769254.500000 Penalty: 2983.126221
	Iteration 51Q: 3 clusters Score -769254.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -769258.125000 Penalty: 2983.126221
	Iteration 52Q: 3 clusters Score -769258.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -769260.625000 Penalty: 2983.126221
	Iteration 53Q: 3 clusters Score -769260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -769259.937500 Penalty: 2983.126221
	Iteration 54Q: 3 clusters Score -769259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -769260.562500 Penalty: 2983.126221
	Iteration 55Q: 3 clusters Score -769260.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -769264.500000 Penalty: 2983.126221
	Iteration 56Q: 3 clusters Score -769264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -769268.312500 Penalty: 2983.126221
	Iteration 57Q: 3 clusters Score -769268.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -769271.875000 Penalty: 2983.126221
	Iteration 58Q: 3 clusters Score -769271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -769276.312500 Penalty: 2983.126221
	Iteration 59Q: 3 clusters Score -769276.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -769282.187500 Penalty: 2983.126221
	Iteration 60F: 3 clusters Score -769282.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -769288.500000 Penalty: 2983.126221
	Iteration 61Q: 3 clusters Score -769288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -769293.437500 Penalty: 2983.126221
	Iteration 62Q: 3 clusters Score -769293.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -769299.312500 Penalty: 2983.126221
	Iteration 63Q: 3 clusters Score -769299.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -769309.000000 Penalty: 2983.126221
	Iteration 64Q: 3 clusters Score -769309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -769316.937500 Penalty: 2983.126221
	Iteration 65Q: 3 clusters Score -769316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -769319.750000 Penalty: 2983.126221
	Iteration 66Q: 3 clusters Score -769319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -769325.125000 Penalty: 2983.126221
	Iteration 67Q: 3 clusters Score -769325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -769326.937500 Penalty: 2983.126221
	Iteration 68Q: 3 clusters Score -769326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -769331.437500 Penalty: 2983.126221
	Iteration 69Q: 3 clusters Score -769331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -769330.750000 Penalty: 2983.126221
	Iteration 70Q: 3 clusters Score -769330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -769334.750000 Penalty: 2983.126221
	Iteration 71Q: 3 clusters Score -769334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -769338.062500 Penalty: 2983.126221
	Iteration 72Q: 3 clusters Score -769338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -769338.937500 Penalty: 2983.126221
	Iteration 73Q: 3 clusters Score -769338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -769344.187500 Penalty: 2983.126221
	Iteration 74Q: 3 clusters Score -769344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -769347.000000 Penalty: 2983.126221
	Iteration 75Q: 3 clusters Score -769347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -769350.062500 Penalty: 2983.126221
	Iteration 76Q: 3 clusters Score -769350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -769354.562500 Penalty: 2983.126221
	Iteration 77Q: 3 clusters Score -769354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -769353.937500 Penalty: 2983.126221
	Iteration 78Q: 3 clusters Score -769353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -769356.937500 Penalty: 2983.126221
	Iteration 79Q: 3 clusters Score -769356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -769358.937500 Penalty: 2983.126221
	Iteration 80F: 3 clusters Score -769358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -769362.687500 Penalty: 2983.126221
	Iteration 81Q: 3 clusters Score -769362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -769359.625000 Penalty: 2983.126221
	Iteration 82Q: 3 clusters Score -769359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -769361.937500 Penalty: 2983.126221
	Iteration 83Q: 3 clusters Score -769361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -769364.062500 Penalty: 2983.126221
	Iteration 84Q: 3 clusters Score -769364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -769365.437500 Penalty: 2983.126221
	Iteration 85Q: 3 clusters Score -769365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -769366.062500 Penalty: 2983.126221
	Iteration 86Q: 3 clusters Score -769366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -769367.312500 Penalty: 2983.126221
	Iteration 87Q: 3 clusters Score -769367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -769367.312500 Penalty: 2983.126221
	Iteration 88F: 3 clusters Score -769367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Entering Unmasked Estep 
Score: -3170763.000000 Penalty: 1706.328247
	Iteration 0F: 2 clusters Score -3170763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3146274.000000 Penalty: 3412.656494
	Iteration 0F: 3 clusters Score -3146274 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3155603.750000 Penalty: 3412.656494
	Iteration 1F: 3 clusters Score -3155604 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3155975.250000 Penalty: 3412.656494
	Iteration 2Q: 3 clusters Score -3155975 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3156275.250000 Penalty: 3412.656494
	Iteration 3Q: 3 clusters Score -3156275 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3156556.000000 Penalty: 3412.656494
	Iteration 4Q: 3 clusters Score -3156556 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3156805.000000 Penalty: 3412.656494
	Iteration 5Q: 3 clusters Score -3156805 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3157099.250000 Penalty: 3412.656494
	Iteration 6Q: 3 clusters Score -3157099 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3157442.750000 Penalty: 3412.656494
	Iteration 7Q: 3 clusters Score -3157443 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3157889.500000 Penalty: 3412.656494
	Iteration 8Q: 3 clusters Score -3157890 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3158524.500000 Penalty: 3412.656494
	Iteration 9Q: 3 clusters Score -3158524 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3159534.500000 Penalty: 3412.656494
	Iteration 10Q: 3 clusters Score -3159534 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3160932.750000 Penalty: 3412.656494
	Iteration 11F: 3 clusters Score -3160933 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3162884.750000 Penalty: 3412.656494
	Iteration 12F: 3 clusters Score -3162885 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3165040.500000 Penalty: 3412.656494
	Iteration 13F: 3 clusters Score -3165040 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3166892.250000 Penalty: 3412.656494
	Iteration 14F: 3 clusters Score -3166892 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3168080.250000 Penalty: 3412.656494
	Iteration 15Q: 3 clusters Score -3168080 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3168680.500000 Penalty: 3412.656494
	Iteration 16Q: 3 clusters Score -3168680 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3168965.500000 Penalty: 3412.656494
	Iteration 17Q: 3 clusters Score -3168966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3169105.000000 Penalty: 3412.656494
	Iteration 18Q: 3 clusters Score -3169105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3169180.750000 Penalty: 3412.656494
	Iteration 19Q: 3 clusters Score -3169181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3169246.750000 Penalty: 3412.656494
	Iteration 20F: 3 clusters Score -3169247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3169274.000000 Penalty: 3412.656494
	Iteration 21Q: 3 clusters Score -3169274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3169291.250000 Penalty: 3412.656494
	Iteration 22Q: 3 clusters Score -3169291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3169302.500000 Penalty: 3412.656494
	Iteration 23Q: 3 clusters Score -3169302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3169313.000000 Penalty: 3412.656494
	Iteration 24Q: 3 clusters Score -3169313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3169320.000000 Penalty: 3412.656494
	Iteration 25Q: 3 clusters Score -3169320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3169324.500000 Penalty: 3412.656494
	Iteration 26Q: 3 clusters Score -3169324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3169324.000000 Penalty: 3412.656494
	Iteration 27Q: 3 clusters Score -3169324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3169329.750000 Penalty: 3412.656494
	Iteration 28Q: 3 clusters Score -3169330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3169334.500000 Penalty: 3412.656494
	Iteration 29Q: 3 clusters Score -3169334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3169336.500000 Penalty: 3412.656494
	Iteration 30Q: 3 clusters Score -3169336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3169338.250000 Penalty: 3412.656494
	Iteration 31Q: 3 clusters Score -3169338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3169338.250000 Penalty: 3412.656494
	Iteration 32F: 3 clusters Score -3169338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150374 members 
Entering Unmasked Estep 
Score: -13262802.000000 Penalty: 1937.143188
	Iteration 0F: 2 clusters Score -1.32628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -13161944.000000 Penalty: 3874.286377
	Iteration 0F: 3 clusters Score -1.316194e+07 nChanged 72661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -13205610.000000 Penalty: 3874.286377
	Iteration 1F: 3 clusters Score -1.320561e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -13207458.000000 Penalty: 3874.286377
	Iteration 2Q: 3 clusters Score -1.320746e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -13210352.000000 Penalty: 3874.286377
	Iteration 3Q: 3 clusters Score -1.321035e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -13215181.000000 Penalty: 3874.286377
	Iteration 4F: 3 clusters Score -1.321518e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -13221934.000000 Penalty: 3874.286377
	Iteration 5F: 3 clusters Score -1.322193e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -13230544.000000 Penalty: 3874.286377
	Iteration 6F: 3 clusters Score -1.323054e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -13238099.000000 Penalty: 3874.286377
	Iteration 7F: 3 clusters Score -1.32381e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -13242797.000000 Penalty: 3874.286377
	Iteration 8F: 3 clusters Score -1.32428e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -13245218.000000 Penalty: 3874.286377
	Iteration 9Q: 3 clusters Score -1.324522e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -13246508.000000 Penalty: 3874.286377
	Iteration 10Q: 3 clusters Score -1.324651e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -13247657.000000 Penalty: 3874.286377
	Iteration 11Q: 3 clusters Score -1.324766e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -13248638.000000 Penalty: 3874.286377
	Iteration 12Q: 3 clusters Score -1.324864e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -13249479.000000 Penalty: 3874.286377
	Iteration 13Q: 3 clusters Score -1.324948e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -13250504.000000 Penalty: 3874.286377
	Iteration 14Q: 3 clusters Score -1.32505e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -13251486.000000 Penalty: 3874.286377
	Iteration 15Q: 3 clusters Score -1.325149e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -13252353.000000 Penalty: 3874.286377
	Iteration 16Q: 3 clusters Score -1.325235e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -13253185.000000 Penalty: 3874.286377
	Iteration 17Q: 3 clusters Score -1.325318e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -13254076.000000 Penalty: 3874.286377
	Iteration 18Q: 3 clusters Score -1.325408e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -13255010.000000 Penalty: 3874.286377
	Iteration 19Q: 3 clusters Score -1.325501e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131649 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -13255730.000000 Penalty: 3874.286377
	Iteration 20F: 3 clusters Score -1.325573e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133474 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -13256508.000000 Penalty: 3874.286377
	Iteration 21Q: 3 clusters Score -1.325651e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135195 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -13257206.000000 Penalty: 3874.286377
	Iteration 22Q: 3 clusters Score -1.325721e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136787 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -13257749.000000 Penalty: 3874.286377
	Iteration 23Q: 3 clusters Score -1.325775e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -13258375.000000 Penalty: 3874.286377
	Iteration 24Q: 3 clusters Score -1.325838e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -13258915.000000 Penalty: 3874.286377
	Iteration 25Q: 3 clusters Score -1.325892e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140987 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -13259377.000000 Penalty: 3874.286377
	Iteration 26Q: 3 clusters Score -1.325938e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -13259770.000000 Penalty: 3874.286377
	Iteration 27Q: 3 clusters Score -1.325977e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -13260170.000000 Penalty: 3874.286377
	Iteration 28Q: 3 clusters Score -1.326017e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -13260555.000000 Penalty: 3874.286377
	Iteration 29Q: 3 clusters Score -1.326056e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -13260908.000000 Penalty: 3874.286377
	Iteration 30Q: 3 clusters Score -1.326091e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -13261108.000000 Penalty: 3874.286377
	Iteration 31Q: 3 clusters Score -1.326111e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146177 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -13261363.000000 Penalty: 3874.286377
	Iteration 32Q: 3 clusters Score -1.326136e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146667 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -13261602.000000 Penalty: 3874.286377
	Iteration 33Q: 3 clusters Score -1.32616e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -13261801.000000 Penalty: 3874.286377
	Iteration 34Q: 3 clusters Score -1.32618e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -13262001.000000 Penalty: 3874.286377
	Iteration 35Q: 3 clusters Score -1.3262e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13262276.000000 Penalty: 3874.286377
	Iteration 36Q: 3 clusters Score -1.326228e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -13262634.000000 Penalty: 3874.286377
	Iteration 37Q: 3 clusters Score -1.326263e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -13262826.000000 Penalty: 3874.286377
	Iteration 38Q: 3 clusters Score -1.326283e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13262898.000000 Penalty: 3874.286377
	Iteration 39Q: 3 clusters Score -1.32629e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147761 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13262922.000000 Penalty: 3874.286377
	Iteration 40F: 3 clusters Score -1.326292e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -13262933.000000 Penalty: 3874.286377
	Iteration 41Q: 3 clusters Score -1.326293e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13262947.000000 Penalty: 3874.286377
	Iteration 42Q: 3 clusters Score -1.326295e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -13262974.000000 Penalty: 3874.286377
	Iteration 43Q: 3 clusters Score -1.326297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -13262989.000000 Penalty: 3874.286377
	Iteration 44Q: 3 clusters Score -1.326299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -13262989.000000 Penalty: 3874.286377
	Iteration 45Q: 3 clusters Score -1.326299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -13262998.000000 Penalty: 3874.286377
	Iteration 46Q: 3 clusters Score -1.3263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13263023.000000 Penalty: 3874.286377
	Iteration 47Q: 3 clusters Score -1.326302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147565 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -13263026.000000 Penalty: 3874.286377
	Iteration 48Q: 3 clusters Score -1.326303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -13263029.000000 Penalty: 3874.286377
	Iteration 49Q: 3 clusters Score -1.326303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -13263013.000000 Penalty: 3874.286377
	Iteration 50Q: 3 clusters Score -1.326301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -13263019.000000 Penalty: 3874.286377
	Iteration 51Q: 3 clusters Score -1.326302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -13263017.000000 Penalty: 3874.286377
	Iteration 52Q: 3 clusters Score -1.326302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13263024.000000 Penalty: 3874.286377
	Iteration 53Q: 3 clusters Score -1.326302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147546 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13263025.000000 Penalty: 3874.286377
	Iteration 54Q: 3 clusters Score -1.326302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -13263034.000000 Penalty: 3874.286377
	Iteration 55Q: 3 clusters Score -1.326303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -13263032.000000 Penalty: 3874.286377
	Iteration 56Q: 3 clusters Score -1.326303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13263035.000000 Penalty: 3874.286377
	Iteration 57Q: 3 clusters Score -1.326304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -13263040.000000 Penalty: 3874.286377
	Iteration 58Q: 3 clusters Score -1.326304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13263038.000000 Penalty: 3874.286377
	Iteration 59Q: 3 clusters Score -1.326304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13263036.000000 Penalty: 3874.286377
	Iteration 60F: 3 clusters Score -1.326304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13263038.000000 Penalty: 3874.286377
	Iteration 61Q: 3 clusters Score -1.326304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -13263042.000000 Penalty: 3874.286377
	Iteration 62Q: 3 clusters Score -1.326304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -13263036.000000 Penalty: 3874.286377
	Iteration 63Q: 3 clusters Score -1.326304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13263032.000000 Penalty: 3874.286377
	Iteration 64Q: 3 clusters Score -1.326303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -13263035.000000 Penalty: 3874.286377
	Iteration 65Q: 3 clusters Score -1.326304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13263036.000000 Penalty: 3874.286377
	Iteration 66Q: 3 clusters Score -1.326304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147499 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -13263041.000000 Penalty: 3874.286377
	Iteration 67Q: 3 clusters Score -1.326304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13263032.000000 Penalty: 3874.286377
	Iteration 68Q: 3 clusters Score -1.326303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13263051.000000 Penalty: 3874.286377
	Iteration 69Q: 3 clusters Score -1.326305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147494 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -13263052.000000 Penalty: 3874.286377
	Iteration 70Q: 3 clusters Score -1.326305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13263049.000000 Penalty: 3874.286377
	Iteration 71Q: 3 clusters Score -1.326305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -13263048.000000 Penalty: 3874.286377
	Iteration 72Q: 3 clusters Score -1.326305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147487 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13263049.000000 Penalty: 3874.286377
	Iteration 73Q: 3 clusters Score -1.326305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -13263050.000000 Penalty: 3874.286377
	Iteration 74Q: 3 clusters Score -1.326305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13263048.000000 Penalty: 3874.286377
	Iteration 75Q: 3 clusters Score -1.326305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13263048.000000 Penalty: 3874.286377
	Iteration 76F: 3 clusters Score -1.326305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 25432 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 61627 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 36333 members 
Mstep: Class 10 contains 147483 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 9128 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 44947 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 30915 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 73001 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 13101 members 
Mstep: Class 30 contains 174669 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 425 members 
Mstep: Class 36 contains 2891 members 
Entering Unmasked Estep 
Score: -76316400.000000 Penalty: 80174.804688
Splitting cluster 10 changes total score from -76316696.000000 to -76316400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -344287.156250 Penalty: 1348.876343
	Iteration 0F: 2 clusters Score -344287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -340913.281250 Penalty: 2697.752686
	Iteration 0F: 3 clusters Score -340913.3 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -341944.406250 Penalty: 2697.752686
	Iteration 1F: 3 clusters Score -341944.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -342182.437500 Penalty: 2697.752686
	Iteration 2F: 3 clusters Score -342182.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -342334.218750 Penalty: 2697.752686
	Iteration 3F: 3 clusters Score -342334.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -342458.593750 Penalty: 2697.752686
	Iteration 4Q: 3 clusters Score -342458.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -342568.750000 Penalty: 2697.752686
	Iteration 5Q: 3 clusters Score -342568.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -342679.843750 Penalty: 2697.752686
	Iteration 6Q: 3 clusters Score -342679.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -342789.562500 Penalty: 2697.752686
	Iteration 7Q: 3 clusters Score -342789.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -342881.812500 Penalty: 2697.752686
	Iteration 8Q: 3 clusters Score -342881.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -342961.437500 Penalty: 2697.752686
	Iteration 9Q: 3 clusters Score -342961.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -343062.656250 Penalty: 2697.752686
	Iteration 10Q: 3 clusters Score -343062.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -343178.531250 Penalty: 2697.752686
	Iteration 11Q: 3 clusters Score -343178.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -343277.625000 Penalty: 2697.752686
	Iteration 12Q: 3 clusters Score -343277.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -343358.906250 Penalty: 2697.752686
	Iteration 13Q: 3 clusters Score -343358.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -343421.406250 Penalty: 2697.752686
	Iteration 14Q: 3 clusters Score -343421.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -343475.062500 Penalty: 2697.752686
	Iteration 15Q: 3 clusters Score -343475.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -343527.281250 Penalty: 2697.752686
	Iteration 16Q: 3 clusters Score -343527.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -343564.375000 Penalty: 2697.752686
	Iteration 17Q: 3 clusters Score -343564.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -343589.281250 Penalty: 2697.752686
	Iteration 18Q: 3 clusters Score -343589.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -343608.406250 Penalty: 2697.752686
	Iteration 19Q: 3 clusters Score -343608.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -343632.906250 Penalty: 2697.752686
	Iteration 20F: 3 clusters Score -343632.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -343658.000000 Penalty: 2697.752686
	Iteration 21Q: 3 clusters Score -343658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -343676.750000 Penalty: 2697.752686
	Iteration 22Q: 3 clusters Score -343676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -343697.750000 Penalty: 2697.752686
	Iteration 23Q: 3 clusters Score -343697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -343706.437500 Penalty: 2697.752686
	Iteration 24Q: 3 clusters Score -343706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -343710.500000 Penalty: 2697.752686
	Iteration 25Q: 3 clusters Score -343710.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -343713.312500 Penalty: 2697.752686
	Iteration 26Q: 3 clusters Score -343713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -343714.875000 Penalty: 2697.752686
	Iteration 27Q: 3 clusters Score -343714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -343715.625000 Penalty: 2697.752686
	Iteration 28Q: 3 clusters Score -343715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -343717.718750 Penalty: 2697.752686
	Iteration 29Q: 3 clusters Score -343717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -343718.156250 Penalty: 2697.752686
	Iteration 30Q: 3 clusters Score -343718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -343718.156250 Penalty: 2697.752686
	Iteration 31F: 3 clusters Score -343718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Entering Unmasked Estep 
Score: -813732.500000 Penalty: 1481.854004
	Iteration 0F: 2 clusters Score -813732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -807043.437500 Penalty: 2963.708008
	Iteration 0F: 3 clusters Score -807043.4 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -809211.375000 Penalty: 2963.708008
	Iteration 1F: 3 clusters Score -809211.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -809529.312500 Penalty: 2963.708008
	Iteration 2F: 3 clusters Score -809529.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -809826.500000 Penalty: 2963.708008
	Iteration 3F: 3 clusters Score -809826.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -810118.125000 Penalty: 2963.708008
	Iteration 4F: 3 clusters Score -810118.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -810416.125000 Penalty: 2963.708008
	Iteration 5F: 3 clusters Score -810416.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -810733.562500 Penalty: 2963.708008
	Iteration 6F: 3 clusters Score -810733.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -811101.875000 Penalty: 2963.708008
	Iteration 7F: 3 clusters Score -811101.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -811499.187500 Penalty: 2963.708008
	Iteration 8F: 3 clusters Score -811499.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -811841.312500 Penalty: 2963.708008
	Iteration 9Q: 3 clusters Score -811841.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -812060.062500 Penalty: 2963.708008
	Iteration 10Q: 3 clusters Score -812060.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -812233.875000 Penalty: 2963.708008
	Iteration 11Q: 3 clusters Score -812233.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -812360.562500 Penalty: 2963.708008
	Iteration 12Q: 3 clusters Score -812360.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -812437.875000 Penalty: 2963.708008
	Iteration 13Q: 3 clusters Score -812437.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -812490.500000 Penalty: 2963.708008
	Iteration 14Q: 3 clusters Score -812490.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -812537.875000 Penalty: 2963.708008
	Iteration 15Q: 3 clusters Score -812537.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -812572.562500 Penalty: 2963.708008
	Iteration 16Q: 3 clusters Score -812572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -812601.625000 Penalty: 2963.708008
	Iteration 17Q: 3 clusters Score -812601.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -812630.500000 Penalty: 2963.708008
	Iteration 18Q: 3 clusters Score -812630.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -812646.875000 Penalty: 2963.708008
	Iteration 19Q: 3 clusters Score -812646.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -812663.375000 Penalty: 2963.708008
	Iteration 20F: 3 clusters Score -812663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -812670.562500 Penalty: 2963.708008
	Iteration 21Q: 3 clusters Score -812670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -812672.187500 Penalty: 2963.708008
	Iteration 22Q: 3 clusters Score -812672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -812672.625000 Penalty: 2963.708008
	Iteration 23Q: 3 clusters Score -812672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -812673.375000 Penalty: 2963.708008
	Iteration 24Q: 3 clusters Score -812673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -812675.437500 Penalty: 2963.708008
	Iteration 25Q: 3 clusters Score -812675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -812675.750000 Penalty: 2963.708008
	Iteration 26Q: 3 clusters Score -812675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -812676.312500 Penalty: 2963.708008
	Iteration 27Q: 3 clusters Score -812676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -812676.312500 Penalty: 2963.708008
	Iteration 28F: 3 clusters Score -812676.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Entering Unmasked Estep 
Score: -955499.312500 Penalty: 1511.071289
	Iteration 0F: 2 clusters Score -955499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -947796.687500 Penalty: 3022.142578
	Iteration 0F: 3 clusters Score -947796.7 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -950370.562500 Penalty: 3022.142578
	Iteration 1F: 3 clusters Score -950370.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -950614.437500 Penalty: 3022.142578
	Iteration 2F: 3 clusters Score -950614.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -950821.000000 Penalty: 3022.142578
	Iteration 3Q: 3 clusters Score -950821 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -951029.562500 Penalty: 3022.142578
	Iteration 4Q: 3 clusters Score -951029.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -951253.500000 Penalty: 3022.142578
	Iteration 5Q: 3 clusters Score -951253.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -951483.937500 Penalty: 3022.142578
	Iteration 6Q: 3 clusters Score -951483.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -951734.625000 Penalty: 3022.142578
	Iteration 7Q: 3 clusters Score -951734.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -952016.125000 Penalty: 3022.142578
	Iteration 8Q: 3 clusters Score -952016.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -952240.125000 Penalty: 3022.142578
	Iteration 9Q: 3 clusters Score -952240.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -952426.562500 Penalty: 3022.142578
	Iteration 10Q: 3 clusters Score -952426.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -952581.812500 Penalty: 3022.142578
	Iteration 11Q: 3 clusters Score -952581.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -952730.937500 Penalty: 3022.142578
	Iteration 12Q: 3 clusters Score -952730.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -952861.812500 Penalty: 3022.142578
	Iteration 13Q: 3 clusters Score -952861.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -952968.437500 Penalty: 3022.142578
	Iteration 14Q: 3 clusters Score -952968.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -953064.625000 Penalty: 3022.142578
	Iteration 15Q: 3 clusters Score -953064.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -953141.687500 Penalty: 3022.142578
	Iteration 16Q: 3 clusters Score -953141.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -953205.875000 Penalty: 3022.142578
	Iteration 17Q: 3 clusters Score -953205.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -953268.500000 Penalty: 3022.142578
	Iteration 18Q: 3 clusters Score -953268.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -953332.250000 Penalty: 3022.142578
	Iteration 19Q: 3 clusters Score -953332.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -953386.500000 Penalty: 3022.142578
	Iteration 20F: 3 clusters Score -953386.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -953439.250000 Penalty: 3022.142578
	Iteration 21Q: 3 clusters Score -953439.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -953505.937500 Penalty: 3022.142578
	Iteration 22Q: 3 clusters Score -953505.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -953567.937500 Penalty: 3022.142578
	Iteration 23Q: 3 clusters Score -953567.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -953627.875000 Penalty: 3022.142578
	Iteration 24Q: 3 clusters Score -953627.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -953688.562500 Penalty: 3022.142578
	Iteration 25Q: 3 clusters Score -953688.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -953747.187500 Penalty: 3022.142578
	Iteration 26Q: 3 clusters Score -953747.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -953807.875000 Penalty: 3022.142578
	Iteration 27Q: 3 clusters Score -953807.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -953853.250000 Penalty: 3022.142578
	Iteration 28Q: 3 clusters Score -953853.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -953899.437500 Penalty: 3022.142578
	Iteration 29Q: 3 clusters Score -953899.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -953940.000000 Penalty: 3022.142578
	Iteration 30Q: 3 clusters Score -953940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -953970.250000 Penalty: 3022.142578
	Iteration 31Q: 3 clusters Score -953970.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -953995.062500 Penalty: 3022.142578
	Iteration 32Q: 3 clusters Score -953995.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -954017.062500 Penalty: 3022.142578
	Iteration 33Q: 3 clusters Score -954017.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -954042.125000 Penalty: 3022.142578
	Iteration 34Q: 3 clusters Score -954042.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -954064.750000 Penalty: 3022.142578
	Iteration 35Q: 3 clusters Score -954064.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -954081.625000 Penalty: 3022.142578
	Iteration 36Q: 3 clusters Score -954081.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -954091.062500 Penalty: 3022.142578
	Iteration 37Q: 3 clusters Score -954091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -954101.250000 Penalty: 3022.142578
	Iteration 38Q: 3 clusters Score -954101.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -954113.562500 Penalty: 3022.142578
	Iteration 39Q: 3 clusters Score -954113.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -954125.375000 Penalty: 3022.142578
	Iteration 40F: 3 clusters Score -954125.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -954140.375000 Penalty: 3022.142578
	Iteration 41Q: 3 clusters Score -954140.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -954153.250000 Penalty: 3022.142578
	Iteration 42Q: 3 clusters Score -954153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -954164.437500 Penalty: 3022.142578
	Iteration 43Q: 3 clusters Score -954164.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -954170.812500 Penalty: 3022.142578
	Iteration 44Q: 3 clusters Score -954170.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -954180.562500 Penalty: 3022.142578
	Iteration 45Q: 3 clusters Score -954180.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -954188.187500 Penalty: 3022.142578
	Iteration 46Q: 3 clusters Score -954188.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -954194.375000 Penalty: 3022.142578
	Iteration 47Q: 3 clusters Score -954194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -954198.437500 Penalty: 3022.142578
	Iteration 48Q: 3 clusters Score -954198.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -954203.500000 Penalty: 3022.142578
	Iteration 49Q: 3 clusters Score -954203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -954208.625000 Penalty: 3022.142578
	Iteration 50Q: 3 clusters Score -954208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -954210.000000 Penalty: 3022.142578
	Iteration 51Q: 3 clusters Score -954210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -954211.937500 Penalty: 3022.142578
	Iteration 52Q: 3 clusters Score -954211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -954215.562500 Penalty: 3022.142578
	Iteration 53Q: 3 clusters Score -954215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -954217.250000 Penalty: 3022.142578
	Iteration 54Q: 3 clusters Score -954217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -954220.687500 Penalty: 3022.142578
	Iteration 55Q: 3 clusters Score -954220.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -954225.937500 Penalty: 3022.142578
	Iteration 56Q: 3 clusters Score -954225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -954230.812500 Penalty: 3022.142578
	Iteration 57Q: 3 clusters Score -954230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -954240.937500 Penalty: 3022.142578
	Iteration 58Q: 3 clusters Score -954240.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -954244.437500 Penalty: 3022.142578
	Iteration 59Q: 3 clusters Score -954244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -954249.625000 Penalty: 3022.142578
	Iteration 60F: 3 clusters Score -954249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -954251.187500 Penalty: 3022.142578
	Iteration 61Q: 3 clusters Score -954251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -954252.687500 Penalty: 3022.142578
	Iteration 62Q: 3 clusters Score -954252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -954254.125000 Penalty: 3022.142578
	Iteration 63Q: 3 clusters Score -954254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -954254.125000 Penalty: 3022.142578
	Iteration 64F: 3 clusters Score -954254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -300108.156250 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -300108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -297084.218750 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -297084.2 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -297946.593750 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -297946.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -298154.593750 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -298154.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -298350.187500 Penalty: 2654.850098
	Iteration 3F: 3 clusters Score -298350.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -298561.312500 Penalty: 2654.850098
	Iteration 4F: 3 clusters Score -298561.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -298765.312500 Penalty: 2654.850098
	Iteration 5F: 3 clusters Score -298765.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -298935.718750 Penalty: 2654.850098
	Iteration 6F: 3 clusters Score -298935.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -299082.875000 Penalty: 2654.850098
	Iteration 7Q: 3 clusters Score -299082.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -299210.468750 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -299210.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -299308.437500 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -299308.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -299377.218750 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -299377.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -299432.812500 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -299432.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -299480.062500 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -299480.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -299513.750000 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -299513.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -299540.656250 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -299540.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -299561.125000 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -299561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -299575.562500 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -299575.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -299588.718750 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -299588.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -299603.750000 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -299603.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -299622.250000 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -299622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -299636.500000 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -299636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -299642.000000 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -299642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -299645.406250 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -299645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -299647.687500 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -299647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -299647.937500 Penalty: 2654.850098
	Iteration 24Q: 3 clusters Score -299647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -299648.718750 Penalty: 2654.850098
	Iteration 25Q: 3 clusters Score -299648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -299649.625000 Penalty: 2654.850098
	Iteration 26Q: 3 clusters Score -299649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -299650.687500 Penalty: 2654.850098
	Iteration 27Q: 3 clusters Score -299650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -299650.687500 Penalty: 2654.850098
	Iteration 28F: 3 clusters Score -299650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Entering Unmasked Estep 
Score: -1864001.875000 Penalty: 1637.945557
	Iteration 0F: 2 clusters Score -1864002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1847969.625000 Penalty: 3275.891113
	Iteration 0F: 3 clusters Score -1847970 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1854011.250000 Penalty: 3275.891113
	Iteration 1F: 3 clusters Score -1854011 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1854563.750000 Penalty: 3275.891113
	Iteration 2F: 3 clusters Score -1854564 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1855177.375000 Penalty: 3275.891113
	Iteration 3F: 3 clusters Score -1855177 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1855839.500000 Penalty: 3275.891113
	Iteration 4F: 3 clusters Score -1855840 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1856683.500000 Penalty: 3275.891113
	Iteration 5F: 3 clusters Score -1856684 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1857601.000000 Penalty: 3275.891113
	Iteration 6F: 3 clusters Score -1857601 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1858491.125000 Penalty: 3275.891113
	Iteration 7F: 3 clusters Score -1858491 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1859195.750000 Penalty: 3275.891113
	Iteration 8F: 3 clusters Score -1859196 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1859649.375000 Penalty: 3275.891113
	Iteration 9Q: 3 clusters Score -1859649 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1859942.375000 Penalty: 3275.891113
	Iteration 10Q: 3 clusters Score -1859942 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1860094.500000 Penalty: 3275.891113
	Iteration 11Q: 3 clusters Score -1860094 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1860194.125000 Penalty: 3275.891113
	Iteration 12Q: 3 clusters Score -1860194 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1860270.625000 Penalty: 3275.891113
	Iteration 13Q: 3 clusters Score -1860271 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1860313.125000 Penalty: 3275.891113
	Iteration 14Q: 3 clusters Score -1860313 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1860347.500000 Penalty: 3275.891113
	Iteration 15Q: 3 clusters Score -1860348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1860382.750000 Penalty: 3275.891113
	Iteration 16Q: 3 clusters Score -1860383 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1860405.375000 Penalty: 3275.891113
	Iteration 17Q: 3 clusters Score -1860405 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1860429.875000 Penalty: 3275.891113
	Iteration 18Q: 3 clusters Score -1860430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1860452.125000 Penalty: 3275.891113
	Iteration 19Q: 3 clusters Score -1860452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1860471.375000 Penalty: 3275.891113
	Iteration 20F: 3 clusters Score -1860471 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1860515.500000 Penalty: 3275.891113
	Iteration 21Q: 3 clusters Score -1860516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1860554.125000 Penalty: 3275.891113
	Iteration 22Q: 3 clusters Score -1860554 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1860588.250000 Penalty: 3275.891113
	Iteration 23Q: 3 clusters Score -1860588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1860616.750000 Penalty: 3275.891113
	Iteration 24Q: 3 clusters Score -1860617 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1860654.000000 Penalty: 3275.891113
	Iteration 25Q: 3 clusters Score -1860654 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1860690.750000 Penalty: 3275.891113
	Iteration 26Q: 3 clusters Score -1860691 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1860729.875000 Penalty: 3275.891113
	Iteration 27Q: 3 clusters Score -1860730 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1860762.625000 Penalty: 3275.891113
	Iteration 28Q: 3 clusters Score -1860763 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1860800.875000 Penalty: 3275.891113
	Iteration 29Q: 3 clusters Score -1860801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1860840.250000 Penalty: 3275.891113
	Iteration 30Q: 3 clusters Score -1860840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1860869.125000 Penalty: 3275.891113
	Iteration 31Q: 3 clusters Score -1860869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1860897.250000 Penalty: 3275.891113
	Iteration 32Q: 3 clusters Score -1860897 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1860923.750000 Penalty: 3275.891113
	Iteration 33Q: 3 clusters Score -1860924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1860962.000000 Penalty: 3275.891113
	Iteration 34Q: 3 clusters Score -1860962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1860987.250000 Penalty: 3275.891113
	Iteration 35Q: 3 clusters Score -1860987 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1861016.625000 Penalty: 3275.891113
	Iteration 36Q: 3 clusters Score -1861017 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1861056.000000 Penalty: 3275.891113
	Iteration 37Q: 3 clusters Score -1861056 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1861088.375000 Penalty: 3275.891113
	Iteration 38Q: 3 clusters Score -1861088 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1861118.375000 Penalty: 3275.891113
	Iteration 39Q: 3 clusters Score -1861118 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1861148.125000 Penalty: 3275.891113
	Iteration 40F: 3 clusters Score -1861148 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1861180.000000 Penalty: 3275.891113
	Iteration 41Q: 3 clusters Score -1861180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1861221.500000 Penalty: 3275.891113
	Iteration 42Q: 3 clusters Score -1861222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1861253.500000 Penalty: 3275.891113
	Iteration 43Q: 3 clusters Score -1861254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1861299.875000 Penalty: 3275.891113
	Iteration 44Q: 3 clusters Score -1861300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1861344.375000 Penalty: 3275.891113
	Iteration 45Q: 3 clusters Score -1861344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1861393.625000 Penalty: 3275.891113
	Iteration 46Q: 3 clusters Score -1861394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1861442.250000 Penalty: 3275.891113
	Iteration 47Q: 3 clusters Score -1861442 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1861502.875000 Penalty: 3275.891113
	Iteration 48Q: 3 clusters Score -1861503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1861552.625000 Penalty: 3275.891113
	Iteration 49Q: 3 clusters Score -1861553 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1861611.125000 Penalty: 3275.891113
	Iteration 50Q: 3 clusters Score -1861611 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1861674.875000 Penalty: 3275.891113
	Iteration 51Q: 3 clusters Score -1861675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1861738.125000 Penalty: 3275.891113
	Iteration 52Q: 3 clusters Score -1861738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1861784.500000 Penalty: 3275.891113
	Iteration 53Q: 3 clusters Score -1861784 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1861825.125000 Penalty: 3275.891113
	Iteration 54Q: 3 clusters Score -1861825 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1861893.500000 Penalty: 3275.891113
	Iteration 55Q: 3 clusters Score -1861894 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1861974.500000 Penalty: 3275.891113
	Iteration 56Q: 3 clusters Score -1861974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1862051.500000 Penalty: 3275.891113
	Iteration 57Q: 3 clusters Score -1862052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1862126.375000 Penalty: 3275.891113
	Iteration 58Q: 3 clusters Score -1862126 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1862193.125000 Penalty: 3275.891113
	Iteration 59Q: 3 clusters Score -1862193 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1862258.000000 Penalty: 3275.891113
	Iteration 60F: 3 clusters Score -1862258 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1862318.500000 Penalty: 3275.891113
	Iteration 61Q: 3 clusters Score -1862318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1862381.500000 Penalty: 3275.891113
	Iteration 62Q: 3 clusters Score -1862382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1862437.125000 Penalty: 3275.891113
	Iteration 63Q: 3 clusters Score -1862437 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1862493.875000 Penalty: 3275.891113
	Iteration 64Q: 3 clusters Score -1862494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1862568.125000 Penalty: 3275.891113
	Iteration 65Q: 3 clusters Score -1862568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1862633.750000 Penalty: 3275.891113
	Iteration 66Q: 3 clusters Score -1862634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1862703.750000 Penalty: 3275.891113
	Iteration 67Q: 3 clusters Score -1862704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1862767.375000 Penalty: 3275.891113
	Iteration 68Q: 3 clusters Score -1862767 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1862809.875000 Penalty: 3275.891113
	Iteration 69Q: 3 clusters Score -1862810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1862853.250000 Penalty: 3275.891113
	Iteration 70Q: 3 clusters Score -1862853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1862890.000000 Penalty: 3275.891113
	Iteration 71Q: 3 clusters Score -1862890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1862926.000000 Penalty: 3275.891113
	Iteration 72Q: 3 clusters Score -1862926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1862962.375000 Penalty: 3275.891113
	Iteration 73Q: 3 clusters Score -1862962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1863007.375000 Penalty: 3275.891113
	Iteration 74Q: 3 clusters Score -1863007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1863026.625000 Penalty: 3275.891113
	Iteration 75Q: 3 clusters Score -1863027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1863047.000000 Penalty: 3275.891113
	Iteration 76Q: 3 clusters Score -1863047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1863061.125000 Penalty: 3275.891113
	Iteration 77Q: 3 clusters Score -1863061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1863070.875000 Penalty: 3275.891113
	Iteration 78Q: 3 clusters Score -1863071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1863075.500000 Penalty: 3275.891113
	Iteration 79Q: 3 clusters Score -1863076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1863080.125000 Penalty: 3275.891113
	Iteration 80F: 3 clusters Score -1863080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1863085.375000 Penalty: 3275.891113
	Iteration 81Q: 3 clusters Score -1863085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1863093.750000 Penalty: 3275.891113
	Iteration 82Q: 3 clusters Score -1863094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1863098.750000 Penalty: 3275.891113
	Iteration 83Q: 3 clusters Score -1863099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1863103.250000 Penalty: 3275.891113
	Iteration 84Q: 3 clusters Score -1863103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1863106.125000 Penalty: 3275.891113
	Iteration 85Q: 3 clusters Score -1863106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1863112.500000 Penalty: 3275.891113
	Iteration 86Q: 3 clusters Score -1863112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1863119.875000 Penalty: 3275.891113
	Iteration 87Q: 3 clusters Score -1863120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1863124.750000 Penalty: 3275.891113
	Iteration 88Q: 3 clusters Score -1863125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1863133.125000 Penalty: 3275.891113
	Iteration 89Q: 3 clusters Score -1863133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1863139.625000 Penalty: 3275.891113
	Iteration 90Q: 3 clusters Score -1863140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1863147.000000 Penalty: 3275.891113
	Iteration 91Q: 3 clusters Score -1863147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1863147.750000 Penalty: 3275.891113
	Iteration 92Q: 3 clusters Score -1863148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1863146.875000 Penalty: 3275.891113
	Iteration 93Q: 3 clusters Score -1863147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1863147.875000 Penalty: 3275.891113
	Iteration 94Q: 3 clusters Score -1863148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1863144.750000 Penalty: 3275.891113
	Iteration 95Q: 3 clusters Score -1863145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1863150.625000 Penalty: 3275.891113
	Iteration 96Q: 3 clusters Score -1863151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1863151.125000 Penalty: 3275.891113
	Iteration 97Q: 3 clusters Score -1863151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1863149.625000 Penalty: 3275.891113
	Iteration 98Q: 3 clusters Score -1863150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1863150.000000 Penalty: 3275.891113
	Iteration 99Q: 3 clusters Score -1863150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1863150.750000 Penalty: 3275.891113
	Iteration 100F: 3 clusters Score -1863151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1863150.375000 Penalty: 3275.891113
	Iteration 101Q: 3 clusters Score -1863150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1863149.625000 Penalty: 3275.891113
	Iteration 102Q: 3 clusters Score -1863150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1863152.000000 Penalty: 3275.891113
	Iteration 103Q: 3 clusters Score -1863152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1863152.000000 Penalty: 3275.891113
	Iteration 104F: 3 clusters Score -1863152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Entering Unmasked Estep 
Score: -1537645.875000 Penalty: 1589.812988
	Iteration 0F: 2 clusters Score -1537646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1525457.375000 Penalty: 3179.625977
	Iteration 0F: 3 clusters Score -1525457 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1529671.875000 Penalty: 3179.625977
	Iteration 1F: 3 clusters Score -1529672 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1529955.250000 Penalty: 3179.625977
	Iteration 2Q: 3 clusters Score -1529955 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1530240.750000 Penalty: 3179.625977
	Iteration 3Q: 3 clusters Score -1530241 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1530591.000000 Penalty: 3179.625977
	Iteration 4Q: 3 clusters Score -1530591 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1531003.000000 Penalty: 3179.625977
	Iteration 5Q: 3 clusters Score -1531003 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1531490.375000 Penalty: 3179.625977
	Iteration 6F: 3 clusters Score -1531490 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1532119.125000 Penalty: 3179.625977
	Iteration 7F: 3 clusters Score -1532119 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1532823.125000 Penalty: 3179.625977
	Iteration 8F: 3 clusters Score -1532823 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1533489.750000 Penalty: 3179.625977
	Iteration 9F: 3 clusters Score -1533490 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1534106.125000 Penalty: 3179.625977
	Iteration 10F: 3 clusters Score -1534106 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1534645.250000 Penalty: 3179.625977
	Iteration 11Q: 3 clusters Score -1534645 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1535094.375000 Penalty: 3179.625977
	Iteration 12Q: 3 clusters Score -1535094 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1535449.375000 Penalty: 3179.625977
	Iteration 13Q: 3 clusters Score -1535449 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1535694.750000 Penalty: 3179.625977
	Iteration 14Q: 3 clusters Score -1535695 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1535846.750000 Penalty: 3179.625977
	Iteration 15Q: 3 clusters Score -1535847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1535966.250000 Penalty: 3179.625977
	Iteration 16Q: 3 clusters Score -1535966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1536050.250000 Penalty: 3179.625977
	Iteration 17Q: 3 clusters Score -1536050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1536101.750000 Penalty: 3179.625977
	Iteration 18Q: 3 clusters Score -1536102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1536141.625000 Penalty: 3179.625977
	Iteration 19Q: 3 clusters Score -1536142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1536166.750000 Penalty: 3179.625977
	Iteration 20F: 3 clusters Score -1536167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1536200.625000 Penalty: 3179.625977
	Iteration 21Q: 3 clusters Score -1536201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1536223.875000 Penalty: 3179.625977
	Iteration 22Q: 3 clusters Score -1536224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1536239.625000 Penalty: 3179.625977
	Iteration 23Q: 3 clusters Score -1536240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1536255.500000 Penalty: 3179.625977
	Iteration 24Q: 3 clusters Score -1536256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1536262.250000 Penalty: 3179.625977
	Iteration 25Q: 3 clusters Score -1536262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1536268.000000 Penalty: 3179.625977
	Iteration 26Q: 3 clusters Score -1536268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1536269.500000 Penalty: 3179.625977
	Iteration 27Q: 3 clusters Score -1536270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1536273.000000 Penalty: 3179.625977
	Iteration 28Q: 3 clusters Score -1536273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1536274.500000 Penalty: 3179.625977
	Iteration 29Q: 3 clusters Score -1536274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1536276.750000 Penalty: 3179.625977
	Iteration 30Q: 3 clusters Score -1536277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1536278.000000 Penalty: 3179.625977
	Iteration 31Q: 3 clusters Score -1536278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1536278.500000 Penalty: 3179.625977
	Iteration 32Q: 3 clusters Score -1536278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1536279.000000 Penalty: 3179.625977
	Iteration 33Q: 3 clusters Score -1536279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1536281.875000 Penalty: 3179.625977
	Iteration 34Q: 3 clusters Score -1536282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1536283.500000 Penalty: 3179.625977
	Iteration 35Q: 3 clusters Score -1536284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1536291.750000 Penalty: 3179.625977
	Iteration 36Q: 3 clusters Score -1536292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1536293.875000 Penalty: 3179.625977
	Iteration 37Q: 3 clusters Score -1536294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1536298.750000 Penalty: 3179.625977
	Iteration 38Q: 3 clusters Score -1536299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1536297.125000 Penalty: 3179.625977
	Iteration 39Q: 3 clusters Score -1536297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1536298.625000 Penalty: 3179.625977
	Iteration 40F: 3 clusters Score -1536299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1536300.375000 Penalty: 3179.625977
	Iteration 41Q: 3 clusters Score -1536300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1536302.250000 Penalty: 3179.625977
	Iteration 42Q: 3 clusters Score -1536302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1536304.375000 Penalty: 3179.625977
	Iteration 43Q: 3 clusters Score -1536304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1536307.000000 Penalty: 3179.625977
	Iteration 44Q: 3 clusters Score -1536307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1536309.750000 Penalty: 3179.625977
	Iteration 45Q: 3 clusters Score -1536310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1536310.750000 Penalty: 3179.625977
	Iteration 46Q: 3 clusters Score -1536311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1536311.625000 Penalty: 3179.625977
	Iteration 47Q: 3 clusters Score -1536312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1536314.625000 Penalty: 3179.625977
	Iteration 48Q: 3 clusters Score -1536315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1536316.500000 Penalty: 3179.625977
	Iteration 49Q: 3 clusters Score -1536316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1536318.250000 Penalty: 3179.625977
	Iteration 50Q: 3 clusters Score -1536318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1536318.125000 Penalty: 3179.625977
	Iteration 51Q: 3 clusters Score -1536318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1536316.750000 Penalty: 3179.625977
	Iteration 52Q: 3 clusters Score -1536317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1536319.500000 Penalty: 3179.625977
	Iteration 53Q: 3 clusters Score -1536320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1536319.500000 Penalty: 3179.625977
	Iteration 54F: 3 clusters Score -1536320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Entering Unmasked Estep 
Score: -3400072.250000 Penalty: 1714.453857
	Iteration 0F: 2 clusters Score -3400072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3374479.000000 Penalty: 3428.907715
	Iteration 0F: 3 clusters Score -3374479 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3384386.750000 Penalty: 3428.907715
	Iteration 1F: 3 clusters Score -3384387 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3384819.000000 Penalty: 3428.907715
	Iteration 2Q: 3 clusters Score -3384819 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3385332.500000 Penalty: 3428.907715
	Iteration 3Q: 3 clusters Score -3385332 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3386071.000000 Penalty: 3428.907715
	Iteration 4Q: 3 clusters Score -3386071 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3387227.750000 Penalty: 3428.907715
	Iteration 5F: 3 clusters Score -3387228 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3388974.500000 Penalty: 3428.907715
	Iteration 6F: 3 clusters Score -3388974 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3391407.750000 Penalty: 3428.907715
	Iteration 7F: 3 clusters Score -3391408 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -3393993.500000 Penalty: 3428.907715
	Iteration 8F: 3 clusters Score -3393994 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -3396114.750000 Penalty: 3428.907715
	Iteration 9F: 3 clusters Score -3396115 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3397361.000000 Penalty: 3428.907715
	Iteration 10Q: 3 clusters Score -3397361 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3397986.000000 Penalty: 3428.907715
	Iteration 11Q: 3 clusters Score -3397986 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -3398274.000000 Penalty: 3428.907715
	Iteration 12Q: 3 clusters Score -3398274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -3398403.750000 Penalty: 3428.907715
	Iteration 13Q: 3 clusters Score -3398404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3398474.250000 Penalty: 3428.907715
	Iteration 14Q: 3 clusters Score -3398474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3398519.500000 Penalty: 3428.907715
	Iteration 15Q: 3 clusters Score -3398520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -3398543.500000 Penalty: 3428.907715
	Iteration 16Q: 3 clusters Score -3398544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3398555.500000 Penalty: 3428.907715
	Iteration 17Q: 3 clusters Score -3398556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3398566.250000 Penalty: 3428.907715
	Iteration 18Q: 3 clusters Score -3398566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3398567.000000 Penalty: 3428.907715
	Iteration 19Q: 3 clusters Score -3398567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -3398576.750000 Penalty: 3428.907715
	Iteration 20F: 3 clusters Score -3398577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -3398578.750000 Penalty: 3428.907715
	Iteration 21Q: 3 clusters Score -3398579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -3398585.500000 Penalty: 3428.907715
	Iteration 22Q: 3 clusters Score -3398586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -3398586.000000 Penalty: 3428.907715
	Iteration 23Q: 3 clusters Score -3398586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -3398587.250000 Penalty: 3428.907715
	Iteration 24Q: 3 clusters Score -3398587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -3398588.000000 Penalty: 3428.907715
	Iteration 25Q: 3 clusters Score -3398588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3398585.000000 Penalty: 3428.907715
	Iteration 26Q: 3 clusters Score -3398585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3398585.000000 Penalty: 3428.907715
	Iteration 27F: 3 clusters Score -3398585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -50793.632812 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -50793.63 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 300 members 
Entering Unmasked Estep 
Score: -49601.433594 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -49601.43 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49770.113281 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -49770.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49831.230469 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -49831.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49867.277344 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -49867.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49878.570312 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -49878.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49885.183594 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -49885.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49886.234375 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -49886.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49886.839844 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -49886.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49888.812500 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -49888.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49892.449219 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -49892.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49900.160156 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -49900.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49908.351562 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -49908.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49911.625000 Penalty: 2099.468994
	Iteration 12Q: 3 clusters Score -49911.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49913.222656 Penalty: 2099.468994
	Iteration 13Q: 3 clusters Score -49913.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49913.222656 Penalty: 2099.468994
	Iteration 14F: 3 clusters Score -49913.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -45862.250000 Penalty: 1070.476929
	Iteration 0F: 2 clusters Score -45862.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -44642.464844 Penalty: 2140.953857
	Iteration 0F: 3 clusters Score -44642.46 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44924.808594 Penalty: 2140.953857
	Iteration 1F: 3 clusters Score -44924.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45005.601562 Penalty: 2140.953857
	Iteration 2F: 3 clusters Score -45005.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45048.023438 Penalty: 2140.953857
	Iteration 3Q: 3 clusters Score -45048.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45097.687500 Penalty: 2140.953857
	Iteration 4Q: 3 clusters Score -45097.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45141.734375 Penalty: 2140.953857
	Iteration 5Q: 3 clusters Score -45141.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45210.019531 Penalty: 2140.953857
	Iteration 6Q: 3 clusters Score -45210.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45280.781250 Penalty: 2140.953857
	Iteration 7Q: 3 clusters Score -45280.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -45359.484375 Penalty: 2140.953857
	Iteration 8Q: 3 clusters Score -45359.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45445.027344 Penalty: 2140.953857
	Iteration 9Q: 3 clusters Score -45445.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45504.289062 Penalty: 2140.953857
	Iteration 10Q: 3 clusters Score -45504.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45545.015625 Penalty: 2140.953857
	Iteration 11Q: 3 clusters Score -45545.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45594.992188 Penalty: 2140.953857
	Iteration 12Q: 3 clusters Score -45594.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45646.785156 Penalty: 2140.953857
	Iteration 13Q: 3 clusters Score -45646.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45671.199219 Penalty: 2140.953857
	Iteration 14Q: 3 clusters Score -45671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45691.652344 Penalty: 2140.953857
	Iteration 15Q: 3 clusters Score -45691.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45719.476562 Penalty: 2140.953857
	Iteration 16Q: 3 clusters Score -45719.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45743.164062 Penalty: 2140.953857
	Iteration 17Q: 3 clusters Score -45743.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45751.812500 Penalty: 2140.953857
	Iteration 18Q: 3 clusters Score -45751.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45760.988281 Penalty: 2140.953857
	Iteration 19Q: 3 clusters Score -45760.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45766.921875 Penalty: 2140.953857
	Iteration 20F: 3 clusters Score -45766.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45781.265625 Penalty: 2140.953857
	Iteration 21Q: 3 clusters Score -45781.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45784.250000 Penalty: 2140.953857
	Iteration 22Q: 3 clusters Score -45784.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45787.667969 Penalty: 2140.953857
	Iteration 23Q: 3 clusters Score -45787.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45790.484375 Penalty: 2140.953857
	Iteration 24Q: 3 clusters Score -45790.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45790.484375 Penalty: 2140.953857
	Iteration 25F: 3 clusters Score -45790.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -989807.125000 Penalty: 1524.551270
	Iteration 0F: 2 clusters Score -989807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -981399.687500 Penalty: 3049.102539
	Iteration 0F: 3 clusters Score -981399.7 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -984561.062500 Penalty: 3049.102539
	Iteration 1F: 3 clusters Score -984561.1 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -985121.500000 Penalty: 3049.102539
	Iteration 2F: 3 clusters Score -985121.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -985579.937500 Penalty: 3049.102539
	Iteration 3F: 3 clusters Score -985579.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -985997.062500 Penalty: 3049.102539
	Iteration 4F: 3 clusters Score -985997.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -986372.187500 Penalty: 3049.102539
	Iteration 5F: 3 clusters Score -986372.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -986778.875000 Penalty: 3049.102539
	Iteration 6Q: 3 clusters Score -986778.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -987204.375000 Penalty: 3049.102539
	Iteration 7F: 3 clusters Score -987204.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -987502.750000 Penalty: 3049.102539
	Iteration 8Q: 3 clusters Score -987502.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -987705.000000 Penalty: 3049.102539
	Iteration 9Q: 3 clusters Score -987705 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -987852.312500 Penalty: 3049.102539
	Iteration 10Q: 3 clusters Score -987852.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -987971.312500 Penalty: 3049.102539
	Iteration 11Q: 3 clusters Score -987971.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -988049.500000 Penalty: 3049.102539
	Iteration 12Q: 3 clusters Score -988049.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -988098.562500 Penalty: 3049.102539
	Iteration 13Q: 3 clusters Score -988098.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -988133.250000 Penalty: 3049.102539
	Iteration 14Q: 3 clusters Score -988133.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -988158.250000 Penalty: 3049.102539
	Iteration 15Q: 3 clusters Score -988158.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -988178.875000 Penalty: 3049.102539
	Iteration 16Q: 3 clusters Score -988178.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -988201.875000 Penalty: 3049.102539
	Iteration 17Q: 3 clusters Score -988201.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -988218.625000 Penalty: 3049.102539
	Iteration 18Q: 3 clusters Score -988218.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -988227.312500 Penalty: 3049.102539
	Iteration 19Q: 3 clusters Score -988227.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -988240.375000 Penalty: 3049.102539
	Iteration 20F: 3 clusters Score -988240.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -988250.312500 Penalty: 3049.102539
	Iteration 21Q: 3 clusters Score -988250.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -988258.687500 Penalty: 3049.102539
	Iteration 22Q: 3 clusters Score -988258.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -988264.812500 Penalty: 3049.102539
	Iteration 23Q: 3 clusters Score -988264.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -988272.750000 Penalty: 3049.102539
	Iteration 24Q: 3 clusters Score -988272.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -988276.000000 Penalty: 3049.102539
	Iteration 25Q: 3 clusters Score -988276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -988280.937500 Penalty: 3049.102539
	Iteration 26Q: 3 clusters Score -988280.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -988286.062500 Penalty: 3049.102539
	Iteration 27Q: 3 clusters Score -988286.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -988290.875000 Penalty: 3049.102539
	Iteration 28Q: 3 clusters Score -988290.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -988295.062500 Penalty: 3049.102539
	Iteration 29Q: 3 clusters Score -988295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -988300.187500 Penalty: 3049.102539
	Iteration 30Q: 3 clusters Score -988300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -988300.437500 Penalty: 3049.102539
	Iteration 31Q: 3 clusters Score -988300.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -988302.812500 Penalty: 3049.102539
	Iteration 32Q: 3 clusters Score -988302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -988308.562500 Penalty: 3049.102539
	Iteration 33Q: 3 clusters Score -988308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -988309.500000 Penalty: 3049.102539
	Iteration 34Q: 3 clusters Score -988309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -988309.312500 Penalty: 3049.102539
	Iteration 35Q: 3 clusters Score -988309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -988311.437500 Penalty: 3049.102539
	Iteration 36Q: 3 clusters Score -988311.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -988312.062500 Penalty: 3049.102539
	Iteration 37Q: 3 clusters Score -988312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -988311.562500 Penalty: 3049.102539
	Iteration 38Q: 3 clusters Score -988311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -988312.375000 Penalty: 3049.102539
	Iteration 39Q: 3 clusters Score -988312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -988314.562500 Penalty: 3049.102539
	Iteration 40F: 3 clusters Score -988314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -988314.250000 Penalty: 3049.102539
	Iteration 41Q: 3 clusters Score -988314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -988314.125000 Penalty: 3049.102539
	Iteration 42Q: 3 clusters Score -988314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -988314.125000 Penalty: 3049.102539
	Iteration 43F: 3 clusters Score -988314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -136544.859375 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -136544.9 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 830 members 
Entering Unmasked Estep 
Score: -134666.796875 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -134666.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135126.421875 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -135126.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135277.093750 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -135277.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135376.750000 Penalty: 2412.659668
	Iteration 3F: 3 clusters Score -135376.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135433.984375 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -135434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135475.968750 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -135476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135509.796875 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -135509.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135527.531250 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -135527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -135535.562500 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -135535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135543.656250 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -135543.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135552.640625 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -135552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135559.296875 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -135559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -135564.296875 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -135564.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135569.187500 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -135569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -135571.000000 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -135571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -135572.968750 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -135573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -135574.609375 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -135574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -135575.062500 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -135575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -135575.921875 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -135575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -135576.921875 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -135576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -135577.015625 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -135577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Entering Unmasked Estep 
Score: -3938180.750000 Penalty: 1740.901489
	Iteration 0F: 2 clusters Score -3938181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3908108.000000 Penalty: 3481.802979
	Iteration 0F: 3 clusters Score -3908108 nChanged 20927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3920259.500000 Penalty: 3481.802979
	Iteration 1F: 3 clusters Score -3920260 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3920910.750000 Penalty: 3481.802979
	Iteration 2Q: 3 clusters Score -3920911 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3921688.750000 Penalty: 3481.802979
	Iteration 3Q: 3 clusters Score -3921689 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3922650.000000 Penalty: 3481.802979
	Iteration 4Q: 3 clusters Score -3922650 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3923751.750000 Penalty: 3481.802979
	Iteration 5Q: 3 clusters Score -3923752 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3925105.250000 Penalty: 3481.802979
	Iteration 6F: 3 clusters Score -3925105 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3926846.000000 Penalty: 3481.802979
	Iteration 7F: 3 clusters Score -3926846 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3928915.000000 Penalty: 3481.802979
	Iteration 8F: 3 clusters Score -3928915 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -3931121.750000 Penalty: 3481.802979
	Iteration 9F: 3 clusters Score -3931122 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -3933201.250000 Penalty: 3481.802979
	Iteration 10F: 3 clusters Score -3933201 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -3934771.750000 Penalty: 3481.802979
	Iteration 11Q: 3 clusters Score -3934772 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -3935640.750000 Penalty: 3481.802979
	Iteration 12Q: 3 clusters Score -3935641 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -3936085.000000 Penalty: 3481.802979
	Iteration 13Q: 3 clusters Score -3936085 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -3936305.000000 Penalty: 3481.802979
	Iteration 14Q: 3 clusters Score -3936305 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -3936410.500000 Penalty: 3481.802979
	Iteration 15Q: 3 clusters Score -3936410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -3936489.000000 Penalty: 3481.802979
	Iteration 16Q: 3 clusters Score -3936489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -3936530.000000 Penalty: 3481.802979
	Iteration 17Q: 3 clusters Score -3936530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -3936557.250000 Penalty: 3481.802979
	Iteration 18Q: 3 clusters Score -3936557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -3936585.250000 Penalty: 3481.802979
	Iteration 19Q: 3 clusters Score -3936585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -3936606.000000 Penalty: 3481.802979
	Iteration 20F: 3 clusters Score -3936606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -3936613.750000 Penalty: 3481.802979
	Iteration 21Q: 3 clusters Score -3936614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -3936622.500000 Penalty: 3481.802979
	Iteration 22Q: 3 clusters Score -3936622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -3936644.000000 Penalty: 3481.802979
	Iteration 23Q: 3 clusters Score -3936644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -3936656.750000 Penalty: 3481.802979
	Iteration 24Q: 3 clusters Score -3936657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -3936661.500000 Penalty: 3481.802979
	Iteration 25Q: 3 clusters Score -3936662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -3936670.750000 Penalty: 3481.802979
	Iteration 26Q: 3 clusters Score -3936671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -3936672.000000 Penalty: 3481.802979
	Iteration 27Q: 3 clusters Score -3936672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -3936672.500000 Penalty: 3481.802979
	Iteration 28Q: 3 clusters Score -3936672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -3936672.500000 Penalty: 3481.802979
	Iteration 29F: 3 clusters Score -3936672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -95592.437500 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -95592.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94069.695312 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -94069.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94351.320312 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -94351.32 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94422.031250 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -94422.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94460.406250 Penalty: 2291.571533
	Iteration 3Q: 3 clusters Score -94460.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -94480.109375 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -94480.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94495.632812 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -94495.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -94516.296875 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -94516.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -94531.296875 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -94531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94539.867188 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -94539.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94543.273438 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -94543.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94543.992188 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -94543.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94544.265625 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -94544.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -94544.265625 Penalty: 2291.571533
	Iteration 12F: 3 clusters Score -94544.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Entering Unmasked Estep 
Score: -2708389.000000 Penalty: 1680.087036
	Iteration 0F: 2 clusters Score -2708389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2687419.500000 Penalty: 3360.174072
	Iteration 0F: 3 clusters Score -2687420 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2695061.750000 Penalty: 3360.174072
	Iteration 1F: 3 clusters Score -2695062 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2695421.250000 Penalty: 3360.174072
	Iteration 2Q: 3 clusters Score -2695421 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2695746.000000 Penalty: 3360.174072
	Iteration 3Q: 3 clusters Score -2695746 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2696074.500000 Penalty: 3360.174072
	Iteration 4Q: 3 clusters Score -2696074 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2696441.750000 Penalty: 3360.174072
	Iteration 5Q: 3 clusters Score -2696442 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2696786.500000 Penalty: 3360.174072
	Iteration 6Q: 3 clusters Score -2696786 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2697222.250000 Penalty: 3360.174072
	Iteration 7Q: 3 clusters Score -2697222 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2697820.250000 Penalty: 3360.174072
	Iteration 8Q: 3 clusters Score -2697820 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2698598.750000 Penalty: 3360.174072
	Iteration 9Q: 3 clusters Score -2698599 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2699552.000000 Penalty: 3360.174072
	Iteration 10F: 3 clusters Score -2699552 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2700750.750000 Penalty: 3360.174072
	Iteration 11F: 3 clusters Score -2700751 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2702181.500000 Penalty: 3360.174072
	Iteration 12F: 3 clusters Score -2702182 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2703686.500000 Penalty: 3360.174072
	Iteration 13F: 3 clusters Score -2703686 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2704883.500000 Penalty: 3360.174072
	Iteration 14Q: 3 clusters Score -2704884 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2705717.000000 Penalty: 3360.174072
	Iteration 15Q: 3 clusters Score -2705717 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2706230.500000 Penalty: 3360.174072
	Iteration 16Q: 3 clusters Score -2706230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2706511.750000 Penalty: 3360.174072
	Iteration 17Q: 3 clusters Score -2706512 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2706668.250000 Penalty: 3360.174072
	Iteration 18Q: 3 clusters Score -2706668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2706772.750000 Penalty: 3360.174072
	Iteration 19Q: 3 clusters Score -2706773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2706814.250000 Penalty: 3360.174072
	Iteration 20F: 3 clusters Score -2706814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2706854.000000 Penalty: 3360.174072
	Iteration 21Q: 3 clusters Score -2706854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2706891.250000 Penalty: 3360.174072
	Iteration 22Q: 3 clusters Score -2706891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2706914.500000 Penalty: 3360.174072
	Iteration 23Q: 3 clusters Score -2706914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2706934.000000 Penalty: 3360.174072
	Iteration 24Q: 3 clusters Score -2706934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2706942.000000 Penalty: 3360.174072
	Iteration 25Q: 3 clusters Score -2706942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2706953.750000 Penalty: 3360.174072
	Iteration 26Q: 3 clusters Score -2706954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2706960.750000 Penalty: 3360.174072
	Iteration 27Q: 3 clusters Score -2706961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2706966.250000 Penalty: 3360.174072
	Iteration 28Q: 3 clusters Score -2706966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2706969.000000 Penalty: 3360.174072
	Iteration 29Q: 3 clusters Score -2706969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2706970.250000 Penalty: 3360.174072
	Iteration 30Q: 3 clusters Score -2706970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2706973.750000 Penalty: 3360.174072
	Iteration 31Q: 3 clusters Score -2706974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2706979.500000 Penalty: 3360.174072
	Iteration 32Q: 3 clusters Score -2706980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2706980.250000 Penalty: 3360.174072
	Iteration 33Q: 3 clusters Score -2706980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2706980.250000 Penalty: 3360.174072
	Iteration 34F: 3 clusters Score -2706980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -331519.906250 Penalty: 1345.574341
	Iteration 0F: 2 clusters Score -331519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -328194.250000 Penalty: 2691.148682
	Iteration 0F: 3 clusters Score -328194.2 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -329087.750000 Penalty: 2691.148682
	Iteration 1F: 3 clusters Score -329087.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -329326.937500 Penalty: 2691.148682
	Iteration 2F: 3 clusters Score -329326.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -329514.125000 Penalty: 2691.148682
	Iteration 3F: 3 clusters Score -329514.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329684.906250 Penalty: 2691.148682
	Iteration 4F: 3 clusters Score -329684.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -329829.437500 Penalty: 2691.148682
	Iteration 5F: 3 clusters Score -329829.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329963.375000 Penalty: 2691.148682
	Iteration 6Q: 3 clusters Score -329963.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -330093.156250 Penalty: 2691.148682
	Iteration 7Q: 3 clusters Score -330093.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -330198.781250 Penalty: 2691.148682
	Iteration 8Q: 3 clusters Score -330198.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330284.218750 Penalty: 2691.148682
	Iteration 9Q: 3 clusters Score -330284.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330340.687500 Penalty: 2691.148682
	Iteration 10Q: 3 clusters Score -330340.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -330397.062500 Penalty: 2691.148682
	Iteration 11Q: 3 clusters Score -330397.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -330447.468750 Penalty: 2691.148682
	Iteration 12Q: 3 clusters Score -330447.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330500.375000 Penalty: 2691.148682
	Iteration 13Q: 3 clusters Score -330500.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330552.125000 Penalty: 2691.148682
	Iteration 14Q: 3 clusters Score -330552.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330604.031250 Penalty: 2691.148682
	Iteration 15Q: 3 clusters Score -330604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -330645.406250 Penalty: 2691.148682
	Iteration 16Q: 3 clusters Score -330645.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -330673.156250 Penalty: 2691.148682
	Iteration 17Q: 3 clusters Score -330673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -330689.531250 Penalty: 2691.148682
	Iteration 18Q: 3 clusters Score -330689.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -330701.656250 Penalty: 2691.148682
	Iteration 19Q: 3 clusters Score -330701.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -330708.906250 Penalty: 2691.148682
	Iteration 20F: 3 clusters Score -330708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -330714.937500 Penalty: 2691.148682
	Iteration 21Q: 3 clusters Score -330714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -330721.375000 Penalty: 2691.148682
	Iteration 22Q: 3 clusters Score -330721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330727.093750 Penalty: 2691.148682
	Iteration 23Q: 3 clusters Score -330727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -330733.062500 Penalty: 2691.148682
	Iteration 24Q: 3 clusters Score -330733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -330733.656250 Penalty: 2691.148682
	Iteration 25Q: 3 clusters Score -330733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -330735.031250 Penalty: 2691.148682
	Iteration 26Q: 3 clusters Score -330735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -330735.000000 Penalty: 2691.148682
	Iteration 27Q: 3 clusters Score -330735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -330735.000000 Penalty: 2691.148682
	Iteration 28F: 3 clusters Score -330735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Entering Unmasked Estep 
Score: -6538193.000000 Penalty: 1819.712158
	Iteration 0F: 2 clusters Score -6538193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -6489504.500000 Penalty: 3639.424316
	Iteration 0F: 3 clusters Score -6489504 nChanged 34438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -6509531.500000 Penalty: 3639.424316
	Iteration 1F: 3 clusters Score -6509532 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -6510404.000000 Penalty: 3639.424316
	Iteration 2Q: 3 clusters Score -6510404 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -6511523.000000 Penalty: 3639.424316
	Iteration 3Q: 3 clusters Score -6511523 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -6513339.500000 Penalty: 3639.424316
	Iteration 4Q: 3 clusters Score -6513340 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6516264.500000 Penalty: 3639.424316
	Iteration 5F: 3 clusters Score -6516264 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -6520520.000000 Penalty: 3639.424316
	Iteration 6F: 3 clusters Score -6520520 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6525451.000000 Penalty: 3639.424316
	Iteration 7F: 3 clusters Score -6525451 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -6529393.500000 Penalty: 3639.424316
	Iteration 8F: 3 clusters Score -6529394 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -6531902.500000 Penalty: 3639.424316
	Iteration 9Q: 3 clusters Score -6531902 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -6533477.500000 Penalty: 3639.424316
	Iteration 10Q: 3 clusters Score -6533478 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -6534455.000000 Penalty: 3639.424316
	Iteration 11Q: 3 clusters Score -6534455 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -6535152.000000 Penalty: 3639.424316
	Iteration 12Q: 3 clusters Score -6535152 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -6535676.000000 Penalty: 3639.424316
	Iteration 13Q: 3 clusters Score -6535676 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -6536005.000000 Penalty: 3639.424316
	Iteration 14Q: 3 clusters Score -6536005 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -6536213.500000 Penalty: 3639.424316
	Iteration 15Q: 3 clusters Score -6536214 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -6536368.000000 Penalty: 3639.424316
	Iteration 16Q: 3 clusters Score -6536368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -6536435.500000 Penalty: 3639.424316
	Iteration 17Q: 3 clusters Score -6536436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -6536470.000000 Penalty: 3639.424316
	Iteration 18Q: 3 clusters Score -6536470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -6536518.500000 Penalty: 3639.424316
	Iteration 19Q: 3 clusters Score -6536518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -6536559.500000 Penalty: 3639.424316
	Iteration 20F: 3 clusters Score -6536560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -6536600.000000 Penalty: 3639.424316
	Iteration 21Q: 3 clusters Score -6536600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -6536613.500000 Penalty: 3639.424316
	Iteration 22Q: 3 clusters Score -6536614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -6536617.000000 Penalty: 3639.424316
	Iteration 23Q: 3 clusters Score -6536617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -6536622.500000 Penalty: 3639.424316
	Iteration 24Q: 3 clusters Score -6536622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -6536640.000000 Penalty: 3639.424316
	Iteration 25Q: 3 clusters Score -6536640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -6536632.500000 Penalty: 3639.424316
	Iteration 26Q: 3 clusters Score -6536632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -6536636.000000 Penalty: 3639.424316
	Iteration 27Q: 3 clusters Score -6536636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -6536646.000000 Penalty: 3639.424316
	Iteration 28Q: 3 clusters Score -6536646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -6536648.500000 Penalty: 3639.424316
	Iteration 29Q: 3 clusters Score -6536648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -6536662.000000 Penalty: 3639.424316
	Iteration 30Q: 3 clusters Score -6536662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -6536674.500000 Penalty: 3639.424316
	Iteration 31Q: 3 clusters Score -6536674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -6536680.000000 Penalty: 3639.424316
	Iteration 32Q: 3 clusters Score -6536680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -6536689.500000 Penalty: 3639.424316
	Iteration 33Q: 3 clusters Score -6536690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -6536698.000000 Penalty: 3639.424316
	Iteration 34Q: 3 clusters Score -6536698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -6536692.500000 Penalty: 3639.424316
	Iteration 35Q: 3 clusters Score -6536692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -6536693.000000 Penalty: 3639.424316
	Iteration 36Q: 3 clusters Score -6536693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -6536703.000000 Penalty: 3639.424316
	Iteration 37Q: 3 clusters Score -6536703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -6536705.500000 Penalty: 3639.424316
	Iteration 38Q: 3 clusters Score -6536706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -6536711.500000 Penalty: 3639.424316
	Iteration 39Q: 3 clusters Score -6536712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -6536711.000000 Penalty: 3639.424316
	Iteration 40F: 3 clusters Score -6536711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -6536712.000000 Penalty: 3639.424316
	Iteration 41Q: 3 clusters Score -6536712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -6536717.000000 Penalty: 3639.424316
	Iteration 42Q: 3 clusters Score -6536717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -6536715.000000 Penalty: 3639.424316
	Iteration 43Q: 3 clusters Score -6536715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -6536705.000000 Penalty: 3639.424316
	Iteration 44Q: 3 clusters Score -6536705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -6536706.000000 Penalty: 3639.424316
	Iteration 45Q: 3 clusters Score -6536706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -6536712.000000 Penalty: 3639.424316
	Iteration 46Q: 3 clusters Score -6536712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -6536715.500000 Penalty: 3639.424316
	Iteration 47Q: 3 clusters Score -6536716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -6536715.000000 Penalty: 3639.424316
	Iteration 48Q: 3 clusters Score -6536715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -6536716.500000 Penalty: 3639.424316
	Iteration 49Q: 3 clusters Score -6536716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -6536723.000000 Penalty: 3639.424316
	Iteration 50Q: 3 clusters Score -6536723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -6536732.000000 Penalty: 3639.424316
	Iteration 51Q: 3 clusters Score -6536732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -6536734.500000 Penalty: 3639.424316
	Iteration 52Q: 3 clusters Score -6536734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -6536737.000000 Penalty: 3639.424316
	Iteration 53Q: 3 clusters Score -6536737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -6536737.500000 Penalty: 3639.424316
	Iteration 54Q: 3 clusters Score -6536738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -6536745.500000 Penalty: 3639.424316
	Iteration 55Q: 3 clusters Score -6536746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -6536748.000000 Penalty: 3639.424316
	Iteration 56Q: 3 clusters Score -6536748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -6536751.000000 Penalty: 3639.424316
	Iteration 57Q: 3 clusters Score -6536751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -6536747.000000 Penalty: 3639.424316
	Iteration 58Q: 3 clusters Score -6536747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -6536747.000000 Penalty: 3639.424316
	Iteration 59F: 3 clusters Score -6536747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -114449.101562 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -114449.1 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 783 members 
Entering Unmasked Estep 
Score: -112666.062500 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -112666.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -113094.453125 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -113094.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -113255.031250 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -113255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -113390.929688 Penalty: 2378.740723
	Iteration 3F: 3 clusters Score -113390.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -113446.289062 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -113446.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -113477.984375 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -113478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113510.343750 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -113510.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -113535.851562 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -113535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -113566.765625 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -113566.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -113596.765625 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -113596.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113624.609375 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -113624.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -113661.273438 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -113661.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -113704.234375 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -113704.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -113740.132812 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -113740.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -113793.539062 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -113793.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -113835.164062 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -113835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -113861.656250 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -113861.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -113888.062500 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -113888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -113914.039062 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -113914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -113936.375000 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -113936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -113946.703125 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -113946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -113955.125000 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -113955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -113958.640625 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -113958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -113960.203125 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -113960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -113961.187500 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -113961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113961.187500 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -113961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113961.187500 Penalty: 2378.740723
	Iteration 26F: 3 clusters Score -113961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -28730.078125 Penalty: 969.498901
	Iteration 0F: 2 clusters Score -28730.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27751.445312 Penalty: 1938.997803
	Iteration 0F: 3 clusters Score -27751.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27882.078125 Penalty: 1938.997803
	Iteration 1F: 3 clusters Score -27882.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27919.070312 Penalty: 1938.997803
	Iteration 2Q: 3 clusters Score -27919.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27952.453125 Penalty: 1938.997803
	Iteration 3Q: 3 clusters Score -27952.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27964.509766 Penalty: 1938.997803
	Iteration 4Q: 3 clusters Score -27964.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27977.365234 Penalty: 1938.997803
	Iteration 5Q: 3 clusters Score -27977.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27986.195312 Penalty: 1938.997803
	Iteration 6Q: 3 clusters Score -27986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27995.408203 Penalty: 1938.997803
	Iteration 7Q: 3 clusters Score -27995.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28008.117188 Penalty: 1938.997803
	Iteration 8Q: 3 clusters Score -28008.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28008.117188 Penalty: 1938.997803
	Iteration 9F: 3 clusters Score -28008.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Entering Unmasked Estep 
Score: -1016008.187500 Penalty: 1540.572144
	Iteration 0F: 2 clusters Score -1016008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1007000.125000 Penalty: 3081.144287
	Iteration 0F: 3 clusters Score -1007000 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1010244.875000 Penalty: 3081.144287
	Iteration 1F: 3 clusters Score -1010245 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1010866.437500 Penalty: 3081.144287
	Iteration 2F: 3 clusters Score -1010866 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1011504.687500 Penalty: 3081.144287
	Iteration 3F: 3 clusters Score -1011505 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1012121.750000 Penalty: 3081.144287
	Iteration 4F: 3 clusters Score -1012122 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1012600.437500 Penalty: 3081.144287
	Iteration 5F: 3 clusters Score -1012600 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1012976.937500 Penalty: 3081.144287
	Iteration 6F: 3 clusters Score -1012977 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1013223.500000 Penalty: 3081.144287
	Iteration 7Q: 3 clusters Score -1013224 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1013437.312500 Penalty: 3081.144287
	Iteration 8Q: 3 clusters Score -1013437 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1013595.437500 Penalty: 3081.144287
	Iteration 9Q: 3 clusters Score -1013595 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1013711.437500 Penalty: 3081.144287
	Iteration 10Q: 3 clusters Score -1013711 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1013799.875000 Penalty: 3081.144287
	Iteration 11Q: 3 clusters Score -1013800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1013883.437500 Penalty: 3081.144287
	Iteration 12Q: 3 clusters Score -1013883 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1013983.500000 Penalty: 3081.144287
	Iteration 13Q: 3 clusters Score -1013984 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1014064.000000 Penalty: 3081.144287
	Iteration 14Q: 3 clusters Score -1014064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1014137.250000 Penalty: 3081.144287
	Iteration 15Q: 3 clusters Score -1014137 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1014201.937500 Penalty: 3081.144287
	Iteration 16Q: 3 clusters Score -1014202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1014249.312500 Penalty: 3081.144287
	Iteration 17Q: 3 clusters Score -1014249 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1014289.937500 Penalty: 3081.144287
	Iteration 18Q: 3 clusters Score -1014290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1014315.937500 Penalty: 3081.144287
	Iteration 19Q: 3 clusters Score -1014316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1014335.500000 Penalty: 3081.144287
	Iteration 20F: 3 clusters Score -1014336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1014352.937500 Penalty: 3081.144287
	Iteration 21Q: 3 clusters Score -1014353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1014367.812500 Penalty: 3081.144287
	Iteration 22Q: 3 clusters Score -1014368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1014383.062500 Penalty: 3081.144287
	Iteration 23Q: 3 clusters Score -1014383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1014390.250000 Penalty: 3081.144287
	Iteration 24Q: 3 clusters Score -1014390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1014395.500000 Penalty: 3081.144287
	Iteration 25Q: 3 clusters Score -1014396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1014400.562500 Penalty: 3081.144287
	Iteration 26Q: 3 clusters Score -1014401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1014408.000000 Penalty: 3081.144287
	Iteration 27Q: 3 clusters Score -1014408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1014414.375000 Penalty: 3081.144287
	Iteration 28Q: 3 clusters Score -1014414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1014423.000000 Penalty: 3081.144287
	Iteration 29Q: 3 clusters Score -1014423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1014432.750000 Penalty: 3081.144287
	Iteration 30Q: 3 clusters Score -1014433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1014444.562500 Penalty: 3081.144287
	Iteration 31Q: 3 clusters Score -1014445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1014452.062500 Penalty: 3081.144287
	Iteration 32Q: 3 clusters Score -1014452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1014463.625000 Penalty: 3081.144287
	Iteration 33Q: 3 clusters Score -1014464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1014471.625000 Penalty: 3081.144287
	Iteration 34Q: 3 clusters Score -1014472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1014477.437500 Penalty: 3081.144287
	Iteration 35Q: 3 clusters Score -1014477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1014487.687500 Penalty: 3081.144287
	Iteration 36Q: 3 clusters Score -1014488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1014494.562500 Penalty: 3081.144287
	Iteration 37Q: 3 clusters Score -1014495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1014506.000000 Penalty: 3081.144287
	Iteration 38Q: 3 clusters Score -1014506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1014515.125000 Penalty: 3081.144287
	Iteration 39Q: 3 clusters Score -1014515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1014524.000000 Penalty: 3081.144287
	Iteration 40F: 3 clusters Score -1014524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1014535.875000 Penalty: 3081.144287
	Iteration 41Q: 3 clusters Score -1014536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1014546.000000 Penalty: 3081.144287
	Iteration 42Q: 3 clusters Score -1014546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1014550.500000 Penalty: 3081.144287
	Iteration 43Q: 3 clusters Score -1014550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1014557.000000 Penalty: 3081.144287
	Iteration 44Q: 3 clusters Score -1014557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1014568.500000 Penalty: 3081.144287
	Iteration 45Q: 3 clusters Score -1014568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1014573.875000 Penalty: 3081.144287
	Iteration 46Q: 3 clusters Score -1014574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1014576.625000 Penalty: 3081.144287
	Iteration 47Q: 3 clusters Score -1014577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1014588.000000 Penalty: 3081.144287
	Iteration 48Q: 3 clusters Score -1014588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1014597.937500 Penalty: 3081.144287
	Iteration 49Q: 3 clusters Score -1014598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1014610.875000 Penalty: 3081.144287
	Iteration 50Q: 3 clusters Score -1014611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1014617.687500 Penalty: 3081.144287
	Iteration 51Q: 3 clusters Score -1014618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1014622.625000 Penalty: 3081.144287
	Iteration 52Q: 3 clusters Score -1014623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1014630.875000 Penalty: 3081.144287
	Iteration 53Q: 3 clusters Score -1014631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1014642.187500 Penalty: 3081.144287
	Iteration 54Q: 3 clusters Score -1014642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1014651.062500 Penalty: 3081.144287
	Iteration 55Q: 3 clusters Score -1014651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1014658.812500 Penalty: 3081.144287
	Iteration 56Q: 3 clusters Score -1014659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1014664.437500 Penalty: 3081.144287
	Iteration 57Q: 3 clusters Score -1014664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1014671.500000 Penalty: 3081.144287
	Iteration 58Q: 3 clusters Score -1014672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1014677.125000 Penalty: 3081.144287
	Iteration 59Q: 3 clusters Score -1014677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1014682.312500 Penalty: 3081.144287
	Iteration 60F: 3 clusters Score -1014682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1014683.875000 Penalty: 3081.144287
	Iteration 61Q: 3 clusters Score -1014684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1014691.875000 Penalty: 3081.144287
	Iteration 62Q: 3 clusters Score -1014692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1014693.562500 Penalty: 3081.144287
	Iteration 63Q: 3 clusters Score -1014694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1014695.000000 Penalty: 3081.144287
	Iteration 64Q: 3 clusters Score -1014695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1014701.500000 Penalty: 3081.144287
	Iteration 65Q: 3 clusters Score -1014702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1014703.562500 Penalty: 3081.144287
	Iteration 66Q: 3 clusters Score -1014704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1014707.750000 Penalty: 3081.144287
	Iteration 67Q: 3 clusters Score -1014708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1014706.312500 Penalty: 3081.144287
	Iteration 68Q: 3 clusters Score -1014706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1014706.062500 Penalty: 3081.144287
	Iteration 69Q: 3 clusters Score -1014706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1014705.312500 Penalty: 3081.144287
	Iteration 70Q: 3 clusters Score -1014705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1014710.375000 Penalty: 3081.144287
	Iteration 71Q: 3 clusters Score -1014710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1014711.000000 Penalty: 3081.144287
	Iteration 72Q: 3 clusters Score -1014711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1014708.812500 Penalty: 3081.144287
	Iteration 73Q: 3 clusters Score -1014709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1014708.250000 Penalty: 3081.144287
	Iteration 74Q: 3 clusters Score -1014708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1014705.750000 Penalty: 3081.144287
	Iteration 75Q: 3 clusters Score -1014706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1014706.312500 Penalty: 3081.144287
	Iteration 76Q: 3 clusters Score -1014706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1014708.000000 Penalty: 3081.144287
	Iteration 77Q: 3 clusters Score -1014708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1014711.750000 Penalty: 3081.144287
	Iteration 78Q: 3 clusters Score -1014712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1014711.687500 Penalty: 3081.144287
	Iteration 79Q: 3 clusters Score -1014712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1014712.250000 Penalty: 3081.144287
	Iteration 80F: 3 clusters Score -1014712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1014715.125000 Penalty: 3081.144287
	Iteration 81Q: 3 clusters Score -1014715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1014717.187500 Penalty: 3081.144287
	Iteration 82Q: 3 clusters Score -1014717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1014721.312500 Penalty: 3081.144287
	Iteration 83Q: 3 clusters Score -1014721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1014722.687500 Penalty: 3081.144287
	Iteration 84Q: 3 clusters Score -1014723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1014722.437500 Penalty: 3081.144287
	Iteration 85Q: 3 clusters Score -1014722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1014724.562500 Penalty: 3081.144287
	Iteration 86Q: 3 clusters Score -1014725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1014721.562500 Penalty: 3081.144287
	Iteration 87Q: 3 clusters Score -1014722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1014723.312500 Penalty: 3081.144287
	Iteration 88Q: 3 clusters Score -1014723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1014726.750000 Penalty: 3081.144287
	Iteration 89Q: 3 clusters Score -1014727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1014725.312500 Penalty: 3081.144287
	Iteration 90Q: 3 clusters Score -1014725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1014725.437500 Penalty: 3081.144287
	Iteration 91Q: 3 clusters Score -1014725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1014728.625000 Penalty: 3081.144287
	Iteration 92Q: 3 clusters Score -1014729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1014726.875000 Penalty: 3081.144287
	Iteration 93Q: 3 clusters Score -1014727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1014729.625000 Penalty: 3081.144287
	Iteration 94Q: 3 clusters Score -1014730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1014731.375000 Penalty: 3081.144287
	Iteration 95Q: 3 clusters Score -1014731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1014733.875000 Penalty: 3081.144287
	Iteration 96Q: 3 clusters Score -1014734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1014734.750000 Penalty: 3081.144287
	Iteration 97Q: 3 clusters Score -1014735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1014736.125000 Penalty: 3081.144287
	Iteration 98Q: 3 clusters Score -1014736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1014735.125000 Penalty: 3081.144287
	Iteration 99Q: 3 clusters Score -1014735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1014735.125000 Penalty: 3081.144287
	Iteration 100F: 3 clusters Score -1014735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1014734.375000 Penalty: 3081.144287
	Iteration 101Q: 3 clusters Score -1014734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1014735.187500 Penalty: 3081.144287
	Iteration 102Q: 3 clusters Score -1014735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1014736.937500 Penalty: 3081.144287
	Iteration 103Q: 3 clusters Score -1014737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1014737.562500 Penalty: 3081.144287
	Iteration 104Q: 3 clusters Score -1014738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1014739.312500 Penalty: 3081.144287
	Iteration 105Q: 3 clusters Score -1014739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1014739.000000 Penalty: 3081.144287
	Iteration 106Q: 3 clusters Score -1014739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1014738.625000 Penalty: 3081.144287
	Iteration 107Q: 3 clusters Score -1014739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1014736.000000 Penalty: 3081.144287
	Iteration 108Q: 3 clusters Score -1014736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1014736.750000 Penalty: 3081.144287
	Iteration 109Q: 3 clusters Score -1014737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1014738.500000 Penalty: 3081.144287
	Iteration 110Q: 3 clusters Score -1014738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1014739.312500 Penalty: 3081.144287
	Iteration 111Q: 3 clusters Score -1014739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1014739.312500 Penalty: 3081.144287
	Iteration 112F: 3 clusters Score -1014739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (174669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Entering Unmasked Estep 
Score: -15896660.000000 Penalty: 1961.480347
	Iteration 0F: 2 clusters Score -1.589666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -15779415.000000 Penalty: 3922.960693
	Iteration 0F: 3 clusters Score -1.577942e+07 nChanged 84034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -15828705.000000 Penalty: 3922.960693
	Iteration 1F: 3 clusters Score -1.58287e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -15829759.000000 Penalty: 3922.960693
	Iteration 2Q: 3 clusters Score -1.582976e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -15831281.000000 Penalty: 3922.960693
	Iteration 3Q: 3 clusters Score -1.583128e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -15834599.000000 Penalty: 3922.960693
	Iteration 4Q: 3 clusters Score -1.58346e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -15841391.000000 Penalty: 3922.960693
	Iteration 5F: 3 clusters Score -1.584139e+07 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -15853926.000000 Penalty: 3922.960693
	Iteration 6F: 3 clusters Score -1.585393e+07 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -15871078.000000 Penalty: 3922.960693
	Iteration 7F: 3 clusters Score -1.587108e+07 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -15885257.000000 Penalty: 3922.960693
	Iteration 8F: 3 clusters Score -1.588526e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -15892057.000000 Penalty: 3922.960693
	Iteration 9Q: 3 clusters Score -1.589206e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -15894050.000000 Penalty: 3922.960693
	Iteration 10Q: 3 clusters Score -1.589405e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 174287 members 
Entering Unmasked Estep 
Score: -15894612.000000 Penalty: 3922.960693
	Iteration 11Q: 3 clusters Score -1.589461e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -15894781.000000 Penalty: 3922.960693
	Iteration 12Q: 3 clusters Score -1.589478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -15894859.000000 Penalty: 3922.960693
	Iteration 13Q: 3 clusters Score -1.589486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174490 members 
Entering Unmasked Estep 
Score: -15894878.000000 Penalty: 3922.960693
	Iteration 14Q: 3 clusters Score -1.589488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -15894910.000000 Penalty: 3922.960693
	Iteration 15Q: 3 clusters Score -1.589491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -15894919.000000 Penalty: 3922.960693
	Iteration 16Q: 3 clusters Score -1.589492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -15894926.000000 Penalty: 3922.960693
	Iteration 17Q: 3 clusters Score -1.589493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -15894926.000000 Penalty: 3922.960693
	Iteration 18F: 3 clusters Score -1.589493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -466522.687500 Penalty: 1398.850830
	Iteration 0F: 2 clusters Score -466522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -462227.000000 Penalty: 2797.701660
	Iteration 0F: 3 clusters Score -462227 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -463496.500000 Penalty: 2797.701660
	Iteration 1F: 3 clusters Score -463496.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -463751.156250 Penalty: 2797.701660
	Iteration 2F: 3 clusters Score -463751.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -463949.656250 Penalty: 2797.701660
	Iteration 3F: 3 clusters Score -463949.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -464093.000000 Penalty: 2797.701660
	Iteration 4Q: 3 clusters Score -464093 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -464225.375000 Penalty: 2797.701660
	Iteration 5Q: 3 clusters Score -464225.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -464351.843750 Penalty: 2797.701660
	Iteration 6Q: 3 clusters Score -464351.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -464475.406250 Penalty: 2797.701660
	Iteration 7Q: 3 clusters Score -464475.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -464563.562500 Penalty: 2797.701660
	Iteration 8Q: 3 clusters Score -464563.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -464626.812500 Penalty: 2797.701660
	Iteration 9Q: 3 clusters Score -464626.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -464684.156250 Penalty: 2797.701660
	Iteration 10Q: 3 clusters Score -464684.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -464735.781250 Penalty: 2797.701660
	Iteration 11Q: 3 clusters Score -464735.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -464775.281250 Penalty: 2797.701660
	Iteration 12Q: 3 clusters Score -464775.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -464817.312500 Penalty: 2797.701660
	Iteration 13Q: 3 clusters Score -464817.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -464863.500000 Penalty: 2797.701660
	Iteration 14Q: 3 clusters Score -464863.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -464906.656250 Penalty: 2797.701660
	Iteration 15Q: 3 clusters Score -464906.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -464945.531250 Penalty: 2797.701660
	Iteration 16Q: 3 clusters Score -464945.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -464986.750000 Penalty: 2797.701660
	Iteration 17Q: 3 clusters Score -464986.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -465016.468750 Penalty: 2797.701660
	Iteration 18Q: 3 clusters Score -465016.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -465047.312500 Penalty: 2797.701660
	Iteration 19Q: 3 clusters Score -465047.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -465078.468750 Penalty: 2797.701660
	Iteration 20F: 3 clusters Score -465078.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -465115.156250 Penalty: 2797.701660
	Iteration 21Q: 3 clusters Score -465115.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -465154.031250 Penalty: 2797.701660
	Iteration 22Q: 3 clusters Score -465154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -465187.125000 Penalty: 2797.701660
	Iteration 23Q: 3 clusters Score -465187.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -465229.218750 Penalty: 2797.701660
	Iteration 24Q: 3 clusters Score -465229.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -465268.968750 Penalty: 2797.701660
	Iteration 25Q: 3 clusters Score -465269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -465310.156250 Penalty: 2797.701660
	Iteration 26Q: 3 clusters Score -465310.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -465352.156250 Penalty: 2797.701660
	Iteration 27Q: 3 clusters Score -465352.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -465399.625000 Penalty: 2797.701660
	Iteration 28Q: 3 clusters Score -465399.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -465436.312500 Penalty: 2797.701660
	Iteration 29Q: 3 clusters Score -465436.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -465463.281250 Penalty: 2797.701660
	Iteration 30Q: 3 clusters Score -465463.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -465480.562500 Penalty: 2797.701660
	Iteration 31Q: 3 clusters Score -465480.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -465493.437500 Penalty: 2797.701660
	Iteration 32Q: 3 clusters Score -465493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -465500.250000 Penalty: 2797.701660
	Iteration 33Q: 3 clusters Score -465500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -465506.718750 Penalty: 2797.701660
	Iteration 34Q: 3 clusters Score -465506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -465511.187500 Penalty: 2797.701660
	Iteration 35Q: 3 clusters Score -465511.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -465516.281250 Penalty: 2797.701660
	Iteration 36Q: 3 clusters Score -465516.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -465521.718750 Penalty: 2797.701660
	Iteration 37Q: 3 clusters Score -465521.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -465525.375000 Penalty: 2797.701660
	Iteration 38Q: 3 clusters Score -465525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -465530.562500 Penalty: 2797.701660
	Iteration 39Q: 3 clusters Score -465530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -465534.781250 Penalty: 2797.701660
	Iteration 40F: 3 clusters Score -465534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -465537.312500 Penalty: 2797.701660
	Iteration 41Q: 3 clusters Score -465537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -465538.031250 Penalty: 2797.701660
	Iteration 42Q: 3 clusters Score -465538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -465538.406250 Penalty: 2797.701660
	Iteration 43Q: 3 clusters Score -465538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -465539.062500 Penalty: 2797.701660
	Iteration 44Q: 3 clusters Score -465539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -465539.562500 Penalty: 2797.701660
	Iteration 45Q: 3 clusters Score -465539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -465539.625000 Penalty: 2797.701660
	Iteration 46Q: 3 clusters Score -465539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -465539.625000 Penalty: 2797.701660
	Iteration 47F: 3 clusters Score -465539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -170843.265625 Penalty: 1238.364624
	Iteration 0F: 2 clusters Score -170843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -168686.687500 Penalty: 2476.729248
	Iteration 0F: 3 clusters Score -168686.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169162.375000 Penalty: 2476.729248
	Iteration 1F: 3 clusters Score -169162.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -169256.671875 Penalty: 2476.729248
	Iteration 2F: 3 clusters Score -169256.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169323.109375 Penalty: 2476.729248
	Iteration 3Q: 3 clusters Score -169323.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -169380.921875 Penalty: 2476.729248
	Iteration 4Q: 3 clusters Score -169380.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -169432.578125 Penalty: 2476.729248
	Iteration 5Q: 3 clusters Score -169432.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169488.968750 Penalty: 2476.729248
	Iteration 6Q: 3 clusters Score -169489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -169540.640625 Penalty: 2476.729248
	Iteration 7Q: 3 clusters Score -169540.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169590.953125 Penalty: 2476.729248
	Iteration 8Q: 3 clusters Score -169591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169639.687500 Penalty: 2476.729248
	Iteration 9Q: 3 clusters Score -169639.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -169685.281250 Penalty: 2476.729248
	Iteration 10Q: 3 clusters Score -169685.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -169716.500000 Penalty: 2476.729248
	Iteration 11Q: 3 clusters Score -169716.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -169745.953125 Penalty: 2476.729248
	Iteration 12Q: 3 clusters Score -169746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169770.000000 Penalty: 2476.729248
	Iteration 13Q: 3 clusters Score -169770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -169801.234375 Penalty: 2476.729248
	Iteration 14Q: 3 clusters Score -169801.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -169828.906250 Penalty: 2476.729248
	Iteration 15Q: 3 clusters Score -169828.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -169858.578125 Penalty: 2476.729248
	Iteration 16Q: 3 clusters Score -169858.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -169887.656250 Penalty: 2476.729248
	Iteration 17Q: 3 clusters Score -169887.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -169914.125000 Penalty: 2476.729248
	Iteration 18Q: 3 clusters Score -169914.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -169935.500000 Penalty: 2476.729248
	Iteration 19Q: 3 clusters Score -169935.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -169963.234375 Penalty: 2476.729248
	Iteration 20F: 3 clusters Score -169963.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -169999.234375 Penalty: 2476.729248
	Iteration 21Q: 3 clusters Score -169999.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -170048.046875 Penalty: 2476.729248
	Iteration 22Q: 3 clusters Score -170048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -170092.390625 Penalty: 2476.729248
	Iteration 23Q: 3 clusters Score -170092.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -170129.734375 Penalty: 2476.729248
	Iteration 24Q: 3 clusters Score -170129.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -170173.500000 Penalty: 2476.729248
	Iteration 25Q: 3 clusters Score -170173.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -170220.703125 Penalty: 2476.729248
	Iteration 26Q: 3 clusters Score -170220.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -170266.171875 Penalty: 2476.729248
	Iteration 27Q: 3 clusters Score -170266.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -170302.312500 Penalty: 2476.729248
	Iteration 28Q: 3 clusters Score -170302.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -170331.093750 Penalty: 2476.729248
	Iteration 29Q: 3 clusters Score -170331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -170342.234375 Penalty: 2476.729248
	Iteration 30Q: 3 clusters Score -170342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -170351.796875 Penalty: 2476.729248
	Iteration 31Q: 3 clusters Score -170351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -170359.718750 Penalty: 2476.729248
	Iteration 32Q: 3 clusters Score -170359.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -170364.171875 Penalty: 2476.729248
	Iteration 33Q: 3 clusters Score -170364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -170368.000000 Penalty: 2476.729248
	Iteration 34Q: 3 clusters Score -170368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170371.703125 Penalty: 2476.729248
	Iteration 35Q: 3 clusters Score -170371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -170377.968750 Penalty: 2476.729248
	Iteration 36Q: 3 clusters Score -170378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -170380.078125 Penalty: 2476.729248
	Iteration 37Q: 3 clusters Score -170380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -170381.031250 Penalty: 2476.729248
	Iteration 38Q: 3 clusters Score -170381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -170381.031250 Penalty: 2476.729248
	Iteration 39F: 3 clusters Score -170381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -120844.789062 Penalty: 1215.935791
	Iteration 0F: 2 clusters Score -120844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -118944.140625 Penalty: 2431.871582
	Iteration 0F: 3 clusters Score -118944.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -119400.820312 Penalty: 2431.871582
	Iteration 1F: 3 clusters Score -119400.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -119548.039062 Penalty: 2431.871582
	Iteration 2F: 3 clusters Score -119548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119666.882812 Penalty: 2431.871582
	Iteration 3F: 3 clusters Score -119666.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -119729.710938 Penalty: 2431.871582
	Iteration 4Q: 3 clusters Score -119729.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -119788.656250 Penalty: 2431.871582
	Iteration 5Q: 3 clusters Score -119788.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -119847.429688 Penalty: 2431.871582
	Iteration 6Q: 3 clusters Score -119847.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -119878.960938 Penalty: 2431.871582
	Iteration 7Q: 3 clusters Score -119879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -119902.359375 Penalty: 2431.871582
	Iteration 8Q: 3 clusters Score -119902.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119923.781250 Penalty: 2431.871582
	Iteration 9Q: 3 clusters Score -119923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119942.671875 Penalty: 2431.871582
	Iteration 10Q: 3 clusters Score -119942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119952.734375 Penalty: 2431.871582
	Iteration 11Q: 3 clusters Score -119952.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119962.414062 Penalty: 2431.871582
	Iteration 12Q: 3 clusters Score -119962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -119970.367188 Penalty: 2431.871582
	Iteration 13Q: 3 clusters Score -119970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119973.898438 Penalty: 2431.871582
	Iteration 14Q: 3 clusters Score -119973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -119975.820312 Penalty: 2431.871582
	Iteration 15Q: 3 clusters Score -119975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119976.781250 Penalty: 2431.871582
	Iteration 16Q: 3 clusters Score -119976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -119978.171875 Penalty: 2431.871582
	Iteration 17Q: 3 clusters Score -119978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -119980.179688 Penalty: 2431.871582
	Iteration 18Q: 3 clusters Score -119980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119981.632812 Penalty: 2431.871582
	Iteration 19Q: 3 clusters Score -119981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119983.429688 Penalty: 2431.871582
	Iteration 20F: 3 clusters Score -119983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119986.515625 Penalty: 2431.871582
	Iteration 21Q: 3 clusters Score -119986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119990.093750 Penalty: 2431.871582
	Iteration 22Q: 3 clusters Score -119990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119990.953125 Penalty: 2431.871582
	Iteration 23Q: 3 clusters Score -119991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119991.179688 Penalty: 2431.871582
	Iteration 24Q: 3 clusters Score -119991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119991.460938 Penalty: 2431.871582
	Iteration 25Q: 3 clusters Score -119991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119991.460938 Penalty: 2431.871582
	Iteration 26F: 3 clusters Score -119991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -361628.406250 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -361628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -358038.062500 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -358038.1 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -359220.937500 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -359220.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -359561.406250 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -359561.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -359850.406250 Penalty: 2735.071289
	Iteration 3F: 3 clusters Score -359850.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -360054.718750 Penalty: 2735.071289
	Iteration 4F: 3 clusters Score -360054.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -360206.750000 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -360206.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -360341.781250 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -360341.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -360464.750000 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -360464.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -360576.343750 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -360576.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -360666.375000 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -360666.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -360734.500000 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -360734.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360808.656250 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -360808.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360877.468750 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -360877.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -360949.281250 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -360949.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -361011.093750 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -361011.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -361057.593750 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -361057.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -361078.281250 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -361078.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -361086.250000 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -361086.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -361090.218750 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -361090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -361093.531250 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -361093.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -361098.031250 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -361098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -361105.562500 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -361105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -361116.250000 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -361116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -361128.500000 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -361128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -361139.031250 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -361139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -361154.531250 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -361154.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -361172.093750 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -361172.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -361186.031250 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -361186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -361198.843750 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -361198.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -361211.375000 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -361211.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -361220.906250 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -361220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -361229.500000 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -361229.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -361241.031250 Penalty: 2735.071289
	Iteration 32Q: 3 clusters Score -361241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -361259.031250 Penalty: 2735.071289
	Iteration 33Q: 3 clusters Score -361259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -361270.687500 Penalty: 2735.071289
	Iteration 34Q: 3 clusters Score -361270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -361280.031250 Penalty: 2735.071289
	Iteration 35Q: 3 clusters Score -361280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -361288.250000 Penalty: 2735.071289
	Iteration 36Q: 3 clusters Score -361288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -361288.968750 Penalty: 2735.071289
	Iteration 37Q: 3 clusters Score -361289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -361290.281250 Penalty: 2735.071289
	Iteration 38Q: 3 clusters Score -361290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -361291.000000 Penalty: 2735.071289
	Iteration 39Q: 3 clusters Score -361291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -361291.968750 Penalty: 2735.071289
	Iteration 40F: 3 clusters Score -361292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -361291.625000 Penalty: 2735.071289
	Iteration 41Q: 3 clusters Score -361291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -361292.125000 Penalty: 2735.071289
	Iteration 42Q: 3 clusters Score -361292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -361292.125000 Penalty: 2735.071289
	Iteration 43Q: 3 clusters Score -361292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -361292.218750 Penalty: 2735.071289
	Iteration 44Q: 3 clusters Score -361292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -361291.968750 Penalty: 2735.071289
	Iteration 45Q: 3 clusters Score -361292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -361292.906250 Penalty: 2735.071289
	Iteration 46Q: 3 clusters Score -361292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -361294.062500 Penalty: 2735.071289
	Iteration 47Q: 3 clusters Score -361294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -361293.812500 Penalty: 2735.071289
	Iteration 48Q: 3 clusters Score -361293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -361293.812500 Penalty: 2735.071289
	Iteration 49F: 3 clusters Score -361293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -28259.503906 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -28259.5 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 212 members 
Entering Unmasked Estep 
Score: -27241.666016 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -27241.67 nChanged 91
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: -27396.623047 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -27396.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27463.605469 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -27463.61 nChanged 14
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: -27511.015625 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -27511.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27547.027344 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -27547.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27559.298828 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -27559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27569.162109 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -27569.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27576.386719 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -27576.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27595.548828 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -27595.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27608.791016 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -27608.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27622.251953 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -27622.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27624.824219 Penalty: 1966.928955
	Iteration 11Q: 3 clusters Score -27624.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27630.787109 Penalty: 1966.928955
	Iteration 12Q: 3 clusters Score -27630.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27633.269531 Penalty: 1966.928955
	Iteration 13Q: 3 clusters Score -27633.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27637.724609 Penalty: 1966.928955
	Iteration 14Q: 3 clusters Score -27637.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27645.388672 Penalty: 1966.928955
	Iteration 15Q: 3 clusters Score -27645.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27647.060547 Penalty: 1966.928955
	Iteration 16Q: 3 clusters Score -27647.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27647.060547 Penalty: 1966.928955
	Iteration 17F: 3 clusters Score -27647.06 nChanged 0
--- Evaluating fit on full set of 2686385 points ---
Entering Unmasked Estep 
Score: -225820064.000000 Penalty: 84196.085938
25->36 Clusters: Score -225820064.000000, best is -227974128.000000

Main iterations: 0 (time per=infms)
Total iterations: 51098 (time per=245.296091ms)
Iterations metric 2: 1689427247104.000000 (time per=7.419165ns)
Iterations metric 3: 40545216888832.000000 (time per=309.139785ps)

That took 12534.139648 seconds.
